id	sid	tid	token	lemma	pos
esutjss-282	1	1	volume	volume	NOUN
esutjss-282	1	2	10	10	NUM
esutjss-282	1	3	number	number	NOUN
esutjss-282	1	4	2	2	NUM
esutjss-282	1	5	,	,	PUNCT
esutjss-282	1	6	2025	2025	NUM
esutjss-282	1	7	faculty	faculty	NOUN
esutjss-282	1	8	of	of	ADP
esutjss-282	1	9	social	social	ADJ
esutjss-282	1	10	sciences	science	NOUN
esutjss-282	1	11	,	,	PUNCT
esutjss-282	1	12	enugu	enugu	PROPN
esutjss-282	1	13	state	state	PROPN
esutjss-282	1	14	university	university	PROPN
esutjss-282	1	15	of	of	ADP
esutjss-282	1	16	science	science	NOUN
esutjss-282	1	17	and	and	CCONJ
esutjss-282	1	18	technology	technology	NOUN
esutjss-282	1	19	editor	editor	NOUN
esutjss-282	1	20	-	-	PUNCT
esutjss-282	1	21	in	in	ADP
esutjss-282	1	22	-	-	PUNCT
esutjss-282	1	23	chief	chief	NOUN
esutjss-282	1	24	prof	prof	NOUN
esutjss-282	1	25	.	.	PUNCT
esutjss-282	2	1	nicholas	nicholas	PROPN
esutjss-282	2	2	attamah	attamah	VERB
esutjss-282	2	3	managing	manage	VERB
esutjss-282	2	4	editor	editor	NOUN
esutjss-282	2	5	prof	prof	PROPN
esutjss-282	2	6	.	.	PUNCT
esutjss-282	3	1	barnabas	barnabas	PROPN
esutjss-282	3	2	nwankwo	nwankwo	PROPN
esutjss-282	3	3	published	publish	VERB
esutjss-282	3	4	by	by	ADP
esutjss-282	3	5	enugu	enugu	PROPN
esutjss-282	3	6	state	state	PROPN
esutjss-282	3	7	university	university	PROPN
esutjss-282	3	8	of	of	ADP
esutjss-282	3	9	science	science	PROPN
esutjss-282	3	10	&	&	CCONJ
esutjss-282	3	11	technology	technology	PROPN
esutjss-282	3	12	journal	journal	NOUN
esutjss-282	3	13	of	of	ADP
esutjss-282	3	14	social	social	PROPN
esutjss-282	3	15	sciences	sciences	PROPN
esutjss-282	3	16	&	&	CCONJ
esutjss-282	3	17	humanities	humanity	NOUN
esutjss-282	3	18	219	219	NUM
esutjss-282	3	19	evaluating	evaluate	VERB
esutjss-282	3	20	the	the	DET
esutjss-282	3	21	impact	impact	NOUN
esutjss-282	3	22	of	of	ADP
esutjss-282	3	23	road	road	NOUN
esutjss-282	3	24	infrastructure	infrastructure	NOUN
esutjss-282	3	25	on	on	ADP
esutjss-282	3	26	motor	motor	NOUN
esutjss-282	3	27	insurance	insurance	NOUN
esutjss-282	3	28	claims	claim	NOUN
esutjss-282	3	29	:	:	PUNCT
esutjss-282	3	30	empirical	empirical	ADJ
esutjss-282	3	31	evidence	evidence	NOUN
esutjss-282	3	32	from	from	ADP
esutjss-282	3	33	lagos	lagos	PROPN
esutjss-282	3	34	state	state	NOUN
esutjss-282	3	35	,	,	PUNCT
esutjss-282	3	36	nigeria	nigeria	PROPN
esutjss-282	3	37	.	.	PUNCT
esutjss-282	4	1	dawodu	dawodu	PROPN
esutjss-282	4	2	,	,	PUNCT
esutjss-282	4	3	adenrele	adenrele	PROPN
esutjss-282	4	4	wasiu	wasiu	PROPN
esutjss-282	4	5	aiico	aiico	PROPN
esutjss-282	4	6	insurance	insurance	PROPN
esutjss-282	4	7	plc	plc	PROPN
esutjss-282	4	8	aiico	aiico	PROPN
esutjss-282	4	9	house	house	PROPN
esutjss-282	4	10	,	,	PUNCT
esutjss-282	4	11	plot	plot	NOUN
esutjss-282	4	12	2	2	NUM
esutjss-282	4	13	,	,	PUNCT
esutjss-282	4	14	oba	oba	PROPN
esutjss-282	4	15	-	-	PUNCT
esutjss-282	4	16	akran	akran	NOUN
esutjss-282	4	17	avenue	avenue	PROPN
esutjss-282	4	18	,	,	PUNCT
esutjss-282	4	19	ikeja	ikeja	NOUN
esutjss-282	4	20	,	,	PUNCT
esutjss-282	4	21	lagos	lago	NOUN
esutjss-282	4	22	,	,	PUNCT
esutjss-282	4	23	nigeria	nigeria	PROPN
esutjss-282	4	24	dawoduwasiu5@gmail.com	dawoduwasiu5@gmail.com	X
esutjss-282	4	25	abstract	abstract	ADJ
esutjss-282	4	26	this	this	DET
esutjss-282	4	27	study	study	NOUN
esutjss-282	4	28	investigated	investigate	VERB
esutjss-282	4	29	the	the	DET
esutjss-282	4	30	intricate	intricate	ADJ
esutjss-282	4	31	relationship	relationship	NOUN
esutjss-282	4	32	between	between	ADP
esutjss-282	4	33	road	road	NOUN
esutjss-282	4	34	infrastructure	infrastructure	NOUN
esutjss-282	4	35	conditions	condition	NOUN
esutjss-282	4	36	and	and	CCONJ
esutjss-282	4	37	motor	motor	NOUN
esutjss-282	4	38	insurance	insurance	NOUN
esutjss-282	4	39	claim	claim	NOUN
esutjss-282	4	40	patterns	pattern	NOUN
esutjss-282	4	41	,	,	PUNCT
esutjss-282	4	42	drawing	draw	VERB
esutjss-282	4	43	empirical	empirical	ADJ
esutjss-282	4	44	evidence	evidence	NOUN
esutjss-282	4	45	from	from	ADP
esutjss-282	4	46	lagos	lagos	PROPN
esutjss-282	4	47	state	state	NOUN
esutjss-282	4	48	,	,	PUNCT
esutjss-282	4	49	nigeria	nigeria	PROPN
esutjss-282	4	50	.	.	PUNCT
esutjss-282	5	1	the	the	DET
esutjss-282	5	2	research	research	NOUN
esutjss-282	5	3	aimed	aim	VERB
esutjss-282	5	4	to	to	PART
esutjss-282	5	5	determine	determine	VERB
esutjss-282	5	6	the	the	DET
esutjss-282	5	7	significant	significant	ADJ
esutjss-282	5	8	relationship	relationship	NOUN
esutjss-282	5	9	between	between	ADP
esutjss-282	5	10	specific	specific	ADJ
esutjss-282	5	11	road	road	NOUN
esutjss-282	5	12	infrastructure	infrastructure	NOUN
esutjss-282	5	13	deficiencies	deficiency	NOUN
esutjss-282	5	14	and	and	CCONJ
esutjss-282	5	15	the	the	DET
esutjss-282	5	16	frequency	frequency	NOUN
esutjss-282	5	17	of	of	ADP
esutjss-282	5	18	motor	motor	NOUN
esutjss-282	5	19	insurance	insurance	NOUN
esutjss-282	5	20	claims	claim	NOUN
esutjss-282	5	21	,	,	PUNCT
esutjss-282	5	22	and	and	CCONJ
esutjss-282	5	23	to	to	PART
esutjss-282	5	24	evaluate	evaluate	VERB
esutjss-282	5	25	the	the	DET
esutjss-282	5	26	impact	impact	NOUN
esutjss-282	5	27	of	of	ADP
esutjss-282	5	28	road	road	NOUN
esutjss-282	5	29	infrastructure	infrastructure	NOUN
esutjss-282	5	30	quality	quality	NOUN
esutjss-282	5	31	on	on	ADP
esutjss-282	5	32	the	the	DET
esutjss-282	5	33	severity	severity	NOUN
esutjss-282	5	34	and	and	CCONJ
esutjss-282	5	35	cost	cost	NOUN
esutjss-282	5	36	of	of	ADP
esutjss-282	5	37	these	these	DET
esutjss-282	5	38	claims	claim	NOUN
esutjss-282	5	39	in	in	ADP
esutjss-282	5	40	nigeria	nigeria	PROPN
esutjss-282	5	41	.	.	PUNCT
esutjss-282	6	1	the	the	DET
esutjss-282	6	2	findings	finding	NOUN
esutjss-282	6	3	reveal	reveal	VERB
esutjss-282	6	4	a	a	DET
esutjss-282	6	5	significant	significant	ADJ
esutjss-282	6	6	association	association	NOUN
esutjss-282	6	7	between	between	ADP
esutjss-282	6	8	road	road	NOUN
esutjss-282	6	9	infrastructure	infrastructure	NOUN
esutjss-282	6	10	deficiencies	deficiency	NOUN
esutjss-282	6	11	and	and	CCONJ
esutjss-282	6	12	higher	high	ADJ
esutjss-282	6	13	frequencies	frequency	NOUN
esutjss-282	6	14	of	of	ADP
esutjss-282	6	15	motor	motor	NOUN
esutjss-282	6	16	insurance	insurance	NOUN
esutjss-282	6	17	claims	claim	NOUN
esutjss-282	6	18	.	.	PUNCT
esutjss-282	7	1	the	the	DET
esutjss-282	7	2	model	model	NOUN
esutjss-282	7	3	explained	explain	VERB
esutjss-282	7	4	approximately	approximately	ADV
esutjss-282	7	5	39.7	39.7	NUM
esutjss-282	7	6	%	%	NOUN
esutjss-282	7	7	of	of	ADP
esutjss-282	7	8	the	the	DET
esutjss-282	7	9	variation	variation	NOUN
esutjss-282	7	10	in	in	ADP
esutjss-282	7	11	claim	claim	NOUN
esutjss-282	7	12	frequency	frequency	NOUN
esutjss-282	7	13	,	,	PUNCT
esutjss-282	7	14	with	with	ADP
esutjss-282	7	15	potholes	pothole	NOUN
esutjss-282	7	16	,	,	PUNCT
esutjss-282	7	17	signage	signage	NOUN
esutjss-282	7	18	,	,	PUNCT
esutjss-282	7	19	drainage	drainage	NOUN
esutjss-282	7	20	,	,	PUNCT
esutjss-282	7	21	and	and	CCONJ
esutjss-282	7	22	intersections	intersection	NOUN
esutjss-282	7	23	being	be	AUX
esutjss-282	7	24	statistically	statistically	ADV
esutjss-282	7	25	significant	significant	ADJ
esutjss-282	7	26	predictors	predictor	NOUN
esutjss-282	7	27	.	.	PUNCT
esutjss-282	8	1	furthermore	furthermore	ADV
esutjss-282	8	2	,	,	PUNCT
esutjss-282	8	3	road	road	NOUN
esutjss-282	8	4	infrastructure	infrastructure	NOUN
esutjss-282	8	5	quality	quality	NOUN
esutjss-282	8	6	significantly	significantly	ADV
esutjss-282	8	7	impacts	impact	VERB
esutjss-282	8	8	the	the	DET
esutjss-282	8	9	severity	severity	NOUN
esutjss-282	8	10	and	and	CCONJ
esutjss-282	8	11	cost	cost	NOUN
esutjss-282	8	12	of	of	ADP
esutjss-282	8	13	motor	motor	NOUN
esutjss-282	8	14	insurance	insurance	NOUN
esutjss-282	8	15	claims	claim	NOUN
esutjss-282	8	16	.	.	PUNCT
esutjss-282	9	1	the	the	DET
esutjss-282	9	2	model	model	NOUN
esutjss-282	9	3	accounted	account	VERB
esutjss-282	9	4	for	for	ADP
esutjss-282	9	5	34.8	34.8	NUM
esutjss-282	9	6	%	%	NOUN
esutjss-282	9	7	of	of	ADP
esutjss-282	9	8	the	the	DET
esutjss-282	9	9	variation	variation	NOUN
esutjss-282	9	10	in	in	ADP
esutjss-282	9	11	claim	claim	NOUN
esutjss-282	9	12	severity	severity	NOUN
esutjss-282	9	13	,	,	PUNCT
esutjss-282	9	14	with	with	ADP
esutjss-282	9	15	potholes	pothole	NOUN
esutjss-282	9	16	,	,	PUNCT
esutjss-282	9	17	signage	signage	NOUN
esutjss-282	9	18	,	,	PUNCT
esutjss-282	9	19	drainage	drainage	NOUN
esutjss-282	9	20	,	,	PUNCT
esutjss-282	9	21	intersections	intersection	NOUN
esutjss-282	9	22	,	,	PUNCT
esutjss-282	9	23	and	and	CCONJ
esutjss-282	9	24	traffic	traffic	NOUN
esutjss-282	9	25	calming	calm	VERB
esutjss-282	9	26	measures	measure	NOUN
esutjss-282	9	27	all	all	PRON
esutjss-282	9	28	being	be	AUX
esutjss-282	9	29	significant	significant	ADJ
esutjss-282	9	30	predictors	predictor	NOUN
esutjss-282	9	31	.	.	PUNCT
esutjss-282	10	1	notably	notably	ADV
esutjss-282	10	2	,	,	PUNCT
esutjss-282	10	3	improved	improve	VERB
esutjss-282	10	4	drainage	drainage	NOUN
esutjss-282	10	5	systems	system	NOUN
esutjss-282	10	6	were	be	AUX
esutjss-282	10	7	strongly	strongly	ADV
esutjss-282	10	8	associated	associate	VERB
esutjss-282	10	9	with	with	ADP
esutjss-282	10	10	a	a	DET
esutjss-282	10	11	reduction	reduction	NOUN
esutjss-282	10	12	in	in	ADP
esutjss-282	10	13	claim	claim	NOUN
esutjss-282	10	14	severity	severity	NOUN
esutjss-282	10	15	and	and	CCONJ
esutjss-282	10	16	cost	cost	NOUN
esutjss-282	10	17	.	.	PUNCT
esutjss-282	11	1	the	the	DET
esutjss-282	11	2	study	study	NOUN
esutjss-282	11	3	concludes	conclude	VERB
esutjss-282	11	4	that	that	SCONJ
esutjss-282	11	5	poor	poor	ADJ
esutjss-282	11	6	road	road	NOUN
esutjss-282	11	7	infrastructure	infrastructure	NOUN
esutjss-282	11	8	exacerbates	exacerbate	VERB
esutjss-282	11	9	accident	accident	NOUN
esutjss-282	11	10	incidence	incidence	NOUN
esutjss-282	11	11	and	and	CCONJ
esutjss-282	11	12	escalates	escalate	VERB
esutjss-282	11	13	the	the	DET
esutjss-282	11	14	financial	financial	ADJ
esutjss-282	11	15	magnitude	magnitude	NOUN
esutjss-282	11	16	of	of	ADP
esutjss-282	11	17	insurance	insurance	NOUN
esutjss-282	11	18	claims	claim	NOUN
esutjss-282	11	19	in	in	ADP
esutjss-282	11	20	nigeria	nigeria	PROPN
esutjss-282	11	21	.	.	PUNCT
esutjss-282	12	1	these	these	DET
esutjss-282	12	2	results	result	NOUN
esutjss-282	12	3	align	align	VERB
esutjss-282	12	4	with	with	ADP
esutjss-282	12	5	cramér	cramér	PROPN
esutjss-282	12	6	’s	’s	PART
esutjss-282	12	7	risk	risk	NOUN
esutjss-282	12	8	theory	theory	NOUN
esutjss-282	12	9	,	,	PUNCT
esutjss-282	12	10	suggesting	suggest	VERB
esutjss-282	12	11	that	that	SCONJ
esutjss-282	12	12	environmental	environmental	ADJ
esutjss-282	12	13	factors	factor	NOUN
esutjss-282	12	14	significantly	significantly	ADV
esutjss-282	12	15	alter	alter	VERB
esutjss-282	12	16	the	the	DET
esutjss-282	12	17	risk	risk	NOUN
esutjss-282	12	18	profile	profile	NOUN
esutjss-282	12	19	of	of	ADP
esutjss-282	12	20	motor	motor	NOUN
esutjss-282	12	21	insurance	insurance	NOUN
esutjss-282	12	22	portfolios	portfolio	NOUN
esutjss-282	12	23	.	.	PUNCT
esutjss-282	13	1	the	the	DET
esutjss-282	13	2	implications	implication	NOUN
esutjss-282	13	3	for	for	ADP
esutjss-282	13	4	the	the	DET
esutjss-282	13	5	nigerian	nigerian	ADJ
esutjss-282	13	6	insurance	insurance	NOUN
esutjss-282	13	7	sector	sector	NOUN
esutjss-282	13	8	are	be	AUX
esutjss-282	13	9	substantial	substantial	ADJ
esutjss-282	13	10	,	,	PUNCT
esutjss-282	13	11	highlighting	highlight	VERB
esutjss-282	13	12	the	the	DET
esutjss-282	13	13	need	need	NOUN
esutjss-282	13	14	for	for	ADP
esutjss-282	13	15	integrating	integrate	VERB
esutjss-282	13	16	spatial	spatial	ADJ
esutjss-282	13	17	risk	risk	NOUN
esutjss-282	13	18	factors	factor	NOUN
esutjss-282	13	19	into	into	ADP
esutjss-282	13	20	underwriting	underwriting	NOUN
esutjss-282	13	21	models	model	NOUN
esutjss-282	13	22	to	to	PART
esutjss-282	13	23	enhance	enhance	VERB
esutjss-282	13	24	pricing	pricing	NOUN
esutjss-282	13	25	precision	precision	NOUN
esutjss-282	13	26	and	and	CCONJ
esutjss-282	13	27	capital	capital	NOUN
esutjss-282	13	28	adequacy	adequacy	NOUN
esutjss-282	13	29	.	.	PUNCT
esutjss-282	14	1	the	the	DET
esutjss-282	14	2	study	study	NOUN
esutjss-282	14	3	advocates	advocate	VERB
esutjss-282	14	4	for	for	ADP
esutjss-282	14	5	urgent	urgent	ADJ
esutjss-282	14	6	and	and	CCONJ
esutjss-282	14	7	targeted	target	VERB
esutjss-282	14	8	investment	investment	NOUN
esutjss-282	14	9	in	in	ADP
esutjss-282	14	10	road	road	NOUN
esutjss-282	14	11	infrastructure	infrastructure	NOUN
esutjss-282	14	12	improvements	improvement	NOUN
esutjss-282	14	13	,	,	PUNCT
esutjss-282	14	14	such	such	ADJ
esutjss-282	14	15	as	as	ADP
esutjss-282	14	16	better	well	ADJ
esutjss-282	14	17	drainage	drainage	NOUN
esutjss-282	14	18	systems	system	NOUN
esutjss-282	14	19	,	,	PUNCT
esutjss-282	14	20	traffic	traffic	NOUN
esutjss-282	14	21	signage	signage	NOUN
esutjss-282	14	22	,	,	PUNCT
esutjss-282	14	23	road	road	NOUN
esutjss-282	14	24	lighting	lighting	NOUN
esutjss-282	14	25	,	,	PUNCT
esutjss-282	14	26	and	and	CCONJ
esutjss-282	14	27	traffic	traffic	NOUN
esutjss-282	14	28	calming	calm	VERB
esutjss-282	14	29	features	feature	NOUN
esutjss-282	14	30	,	,	PUNCT
esutjss-282	14	31	to	to	PART
esutjss-282	14	32	reduce	reduce	VERB
esutjss-282	14	33	both	both	PRON
esutjss-282	14	34	the	the	DET
esutjss-282	14	35	frequency	frequency	NOUN
esutjss-282	14	36	and	and	CCONJ
esutjss-282	14	37	cost	cost	NOUN
esutjss-282	14	38	of	of	ADP
esutjss-282	14	39	motor	motor	NOUN
esutjss-282	14	40	insurance	insurance	NOUN
esutjss-282	14	41	claims	claim	NOUN
esutjss-282	14	42	and	and	CCONJ
esutjss-282	14	43	foster	foster	ADJ
esutjss-282	14	44	sustainable	sustainable	ADJ
esutjss-282	14	45	road	road	NOUN
esutjss-282	14	46	safety	safety	NOUN
esutjss-282	14	47	progress	progress	NOUN
esutjss-282	14	48	in	in	ADP
esutjss-282	14	49	nigeria	nigeria	PROPN
esutjss-282	14	50	.	.	PUNCT
esutjss-282	15	1	keywords	keyword	NOUN
esutjss-282	15	2	:	:	PUNCT
esutjss-282	15	3	road	road	NOUN
esutjss-282	15	4	infrastructure	infrastructure	NOUN
esutjss-282	15	5	,	,	PUNCT
esutjss-282	15	6	motor	motor	NOUN
esutjss-282	15	7	insurance	insurance	NOUN
esutjss-282	15	8	claims	claim	NOUN
esutjss-282	15	9	,	,	PUNCT
esutjss-282	15	10	claim	claim	NOUN
esutjss-282	15	11	frequency	frequency	NOUN
esutjss-282	15	12	,	,	PUNCT
esutjss-282	15	13	claim	claim	NOUN
esutjss-282	15	14	severity	severity	NOUN
esutjss-282	15	15	,	,	PUNCT
esutjss-282	15	16	lagos	lagos	NOUN
esutjss-282	15	17	state	state	NOUN
esutjss-282	15	18	,	,	PUNCT
esutjss-282	15	19	nigeria	nigeria	PROPN
esutjss-282	15	20	.	.	PUNCT
esutjss-282	16	1	introduction	introduction	NOUN
esutjss-282	16	2	the	the	DET
esutjss-282	16	3	interrelation	interrelation	NOUN
esutjss-282	16	4	of	of	ADP
esutjss-282	16	5	road	road	NOUN
esutjss-282	16	6	infrastructure	infrastructure	NOUN
esutjss-282	16	7	to	to	ADP
esutjss-282	16	8	motor	motor	NOUN
esutjss-282	16	9	insurance	insurance	NOUN
esutjss-282	16	10	claims	claim	NOUN
esutjss-282	16	11	is	be	AUX
esutjss-282	16	12	one	one	NUM
esutjss-282	16	13	of	of	ADP
esutjss-282	16	14	the	the	DET
esutjss-282	16	15	highly	highly	ADV
esutjss-282	16	16	pertinent	pertinent	ADJ
esutjss-282	16	17	fields	field	NOUN
esutjss-282	16	18	of	of	ADP
esutjss-282	16	19	investigation	investigation	NOUN
esutjss-282	16	20	that	that	PRON
esutjss-282	16	21	are	be	AUX
esutjss-282	16	22	felt	feel	VERB
esutjss-282	16	23	both	both	PRON
esutjss-282	16	24	to	to	ADP
esutjss-282	16	25	the	the	DET
esutjss-282	16	26	safety	safety	NOUN
esutjss-282	16	27	of	of	ADP
esutjss-282	16	28	the	the	DET
esutjss-282	16	29	society	society	NOUN
esutjss-282	16	30	and	and	CCONJ
esutjss-282	16	31	stability	stability	NOUN
esutjss-282	16	32	of	of	ADP
esutjss-282	16	33	the	the	DET
esutjss-282	16	34	insurance	insurance	NOUN
esutjss-282	16	35	market	market	NOUN
esutjss-282	16	36	.	.	PUNCT
esutjss-282	17	1	the	the	DET
esutjss-282	17	2	conditions	condition	NOUN
esutjss-282	17	3	of	of	ADP
esutjss-282	17	4	the	the	DET
esutjss-282	17	5	road	road	NOUN
esutjss-282	17	6	play	play	VERB
esutjss-282	17	7	an	an	DET
esutjss-282	17	8	important	important	ADJ
esutjss-282	17	9	role	role	NOUN
esutjss-282	17	10	in	in	ADP
esutjss-282	17	11	causing	cause	VERB
esutjss-282	17	12	and	and	CCONJ
esutjss-282	17	13	intensifying	intensify	VERB
esutjss-282	17	14	accidents	accident	NOUN
esutjss-282	17	15	that	that	PRON
esutjss-282	17	16	involve	involve	VERB
esutjss-282	17	17	cars	car	NOUN
esutjss-282	17	18	and	and	CCONJ
esutjss-282	17	19	directly	directly	ADV
esutjss-282	17	20	affect	affect	VERB
esutjss-282	17	21	motor	motor	NOUN
esutjss-282	17	22	insurance	insurance	NOUN
esutjss-282	17	23	claim	claim	NOUN
esutjss-282	17	24	frequency	frequency	NOUN
esutjss-282	17	25	and	and	CCONJ
esutjss-282	17	26	the	the	DET
esutjss-282	17	27	amount	amount	NOUN
esutjss-282	17	28	charged	charge	VERB
esutjss-282	17	29	.	.	PUNCT
esutjss-282	18	1	poor	poor	ADJ
esutjss-282	18	2	road	road	NOUN
esutjss-282	18	3	infrastructure	infrastructure	NOUN
esutjss-282	18	4	,	,	PUNCT
esutjss-282	18	5	including	include	VERB
esutjss-282	18	6	potholes	pothole	NOUN
esutjss-282	18	7	,	,	PUNCT
esutjss-282	18	8	cracks	crack	NOUN
esutjss-282	18	9	,	,	PUNCT
esutjss-282	18	10	and	and	CCONJ
esutjss-282	18	11	rough	rough	ADJ
esutjss-282	18	12	surfaces	surface	NOUN
esutjss-282	18	13	,	,	PUNCT
esutjss-282	18	14	bad	bad	ADJ
esutjss-282	18	15	lighting	lighting	NOUN
esutjss-282	18	16	,	,	PUNCT
esutjss-282	18	17	and	and	CCONJ
esutjss-282	18	18	insufficient	insufficient	ADJ
esutjss-282	18	19	signs	sign	NOUN
esutjss-282	18	20	,	,	PUNCT
esutjss-282	18	21	are	be	AUX
esutjss-282	18	22	major	major	ADJ
esutjss-282	18	23	contributors	contributor	NOUN
esutjss-282	18	24	to	to	ADP
esutjss-282	18	25	accidents	accident	NOUN
esutjss-282	18	26	.	.	PUNCT
esutjss-282	19	1	potholes	pothole	NOUN
esutjss-282	19	2	,	,	PUNCT
esutjss-282	19	3	as	as	ADP
esutjss-282	19	4	an	an	DET
esutjss-282	19	5	example	example	NOUN
esutjss-282	19	6	,	,	PUNCT
esutjss-282	19	7	may	may	AUX
esutjss-282	19	8	include	include	VERB
esutjss-282	19	9	abrupt	abrupt	ADJ
esutjss-282	19	10	movements	movement	NOUN
esutjss-282	19	11	of	of	ADP
esutjss-282	19	12	the	the	DET
esutjss-282	19	13	vehicle	vehicle	NOUN
esutjss-282	19	14	,	,	PUNCT
esutjss-282	19	15	damage	damage	NOUN
esutjss-282	19	16	of	of	ADP
esutjss-282	19	17	the	the	DET
esutjss-282	19	18	tires	tire	NOUN
esutjss-282	19	19	,	,	PUNCT
esutjss-282	19	20	or	or	CCONJ
esutjss-282	19	21	even	even	ADV
esutjss-282	19	22	crash	crash	NOUN
esutjss-282	19	23	as	as	SCONJ
esutjss-282	19	24	a	a	DET
esutjss-282	19	25	driver	driver	NOUN
esutjss-282	19	26	loses	lose	VERB
esutjss-282	19	27	control	control	NOUN
esutjss-282	19	28	of	of	ADP
esutjss-282	19	29	the	the	DET
esutjss-282	19	30	vehicle	vehicle	NOUN
esutjss-282	19	31	.	.	PUNCT
esutjss-282	20	1	similarly	similarly	ADV
esutjss-282	20	2	,	,	PUNCT
esutjss-282	20	3	uneven	uneven	ADJ
esutjss-282	20	4	pavement	pavement	NOUN
esutjss-282	20	5	can	can	AUX
esutjss-282	20	6	disrupt	disrupt	VERB
esutjss-282	20	7	a	a	DET
esutjss-282	20	8	vehicle	vehicle	NOUN
esutjss-282	20	9	's	's	PART
esutjss-282	20	10	stability	stability	NOUN
esutjss-282	20	11	,	,	PUNCT
esutjss-282	20	12	making	make	VERB
esutjss-282	20	13	it	it	PRON
esutjss-282	20	14	difficult	difficult	ADJ
esutjss-282	20	15	for	for	SCONJ
esutjss-282	20	16	drivers	driver	NOUN
esutjss-282	20	17	to	to	PART
esutjss-282	20	18	maintain	maintain	VERB
esutjss-282	20	19	control	control	NOUN
esutjss-282	20	20	,	,	PUNCT
esutjss-282	20	21	especially	especially	ADV
esutjss-282	20	22	in	in	ADP
esutjss-282	20	23	adverse	adverse	ADJ
esutjss-282	20	24	weather	weather	NOUN
esutjss-282	20	25	conditions	condition	NOUN
esutjss-282	20	26	.	.	PUNCT
esutjss-282	21	1	besides	besides	SCONJ
esutjss-282	21	2	causing	cause	VERB
esutjss-282	21	3	mayhem	mayhem	NOUN
esutjss-282	21	4	to	to	ADP
esutjss-282	21	5	the	the	DET
esutjss-282	21	6	vehicles	vehicle	NOUN
esutjss-282	21	7	,	,	PUNCT
esutjss-282	21	8	bad	bad	ADJ
esutjss-282	21	9	road	road	NOUN
esutjss-282	21	10	conditions	condition	NOUN
esutjss-282	21	11	may	may	AUX
esutjss-282	21	12	also	also	ADV
esutjss-282	21	13	result	result	VERB
esutjss-282	21	14	in	in	ADP
esutjss-282	21	15	serious	serious	ADJ
esutjss-282	21	16	injury	injury	NOUN
esutjss-282	21	17	.	.	PUNCT
esutjss-282	22	1	as	as	SCONJ
esutjss-282	22	2	shown	show	VERB
esutjss-282	22	3	by	by	ADP
esutjss-282	22	4	a	a	DET
esutjss-282	22	5	research	research	NOUN
esutjss-282	22	6	conducted	conduct	VERB
esutjss-282	22	7	by	by	ADP
esutjss-282	22	8	feber	feber	PROPN
esutjss-282	22	9	et	et	PROPN
esutjss-282	22	10	al	al	PROPN
esutjss-282	22	11	.	.	PROPN
esutjss-282	23	1	(	(	PUNCT
esutjss-282	23	2	2003	2003	NUM
esutjss-282	23	3	)	)	PUNCT
esutjss-282	23	4	there	there	PRON
esutjss-282	23	5	is	be	VERB
esutjss-282	23	6	evidence	evidence	NOUN
esutjss-282	23	7	suggesting	suggest	VERB
esutjss-282	23	8	it	it	PRON
esutjss-282	23	9	is	be	AUX
esutjss-282	23	10	possible	possible	ADJ
esutjss-282	23	11	to	to	PART
esutjss-282	23	12	estimate	estimate	VERB
esutjss-282	23	13	the	the	DET
esutjss-282	23	14	benefits	benefit	NOUN
esutjss-282	23	15	of	of	ADP
esutjss-282	23	16	highway	highway	NOUN
esutjss-282	23	17	infrastructure	infrastructure	NOUN
esutjss-282	23	18	improvements	improvement	NOUN
esutjss-282	23	19	based	base	VERB
esutjss-282	23	20	on	on	ADP
esutjss-282	23	21	insurance	insurance	NOUN
esutjss-282	23	22	claims	claim	NOUN
esutjss-282	23	23	data	datum	NOUN
esutjss-282	23	24	confirming	confirm	VERB
esutjss-282	23	25	that	that	SCONJ
esutjss-282	23	26	there	there	PRON
esutjss-282	23	27	is	be	VERB
esutjss-282	23	28	a	a	DET
esutjss-282	23	29	distinct	distinct	ADJ
esutjss-282	23	30	connection	connection	NOUN
esutjss-282	23	31	between	between	ADP
esutjss-282	23	32	road	road	NOUN
esutjss-282	23	33	mailto:dawoduwasiu5@gmail.com	mailto:dawoduwasiu5@gmail.com	PROPN
esutjss-282	23	34	220	220	NUM
esutjss-282	23	35	quality	quality	NOUN
esutjss-282	23	36	and	and	CCONJ
esutjss-282	23	37	the	the	DET
esutjss-282	23	38	cost	cost	NOUN
esutjss-282	23	39	of	of	ADP
esutjss-282	23	40	claims	claim	NOUN
esutjss-282	23	41	.	.	PUNCT
esutjss-282	24	1	more	more	ADV
esutjss-282	24	2	so	so	ADV
esutjss-282	24	3	,	,	PUNCT
esutjss-282	24	4	the	the	DET
esutjss-282	24	5	design	design	NOUN
esutjss-282	24	6	of	of	ADP
esutjss-282	24	7	roads	road	NOUN
esutjss-282	24	8	is	be	AUX
esutjss-282	24	9	also	also	ADV
esutjss-282	24	10	significant	significant	ADJ
esutjss-282	24	11	to	to	ADP
esutjss-282	24	12	the	the	DET
esutjss-282	24	13	determination	determination	NOUN
esutjss-282	24	14	of	of	ADP
esutjss-282	24	15	collision	collision	NOUN
esutjss-282	24	16	risks	risk	NOUN
esutjss-282	24	17	.	.	PUNCT
esutjss-282	25	1	the	the	DET
esutjss-282	25	2	presence	presence	NOUN
esutjss-282	25	3	of	of	ADP
esutjss-282	25	4	sharp	sharp	ADJ
esutjss-282	25	5	curves	curve	NOUN
esutjss-282	25	6	,	,	PUNCT
esutjss-282	25	7	low	low	ADJ
esutjss-282	25	8	visibility	visibility	NOUN
esutjss-282	25	9	and	and	CCONJ
esutjss-282	25	10	narrow	narrow	ADJ
esutjss-282	25	11	lanes	lane	NOUN
esutjss-282	25	12	of	of	ADP
esutjss-282	25	13	the	the	DET
esutjss-282	25	14	road	road	NOUN
esutjss-282	25	15	,	,	PUNCT
esutjss-282	25	16	or	or	CCONJ
esutjss-282	25	17	inadequate	inadequate	ADJ
esutjss-282	25	18	safety	safety	NOUN
esutjss-282	25	19	measures	measure	NOUN
esutjss-282	25	20	such	such	ADJ
esutjss-282	25	21	as	as	ADP
esutjss-282	25	22	the	the	DET
esutjss-282	25	23	use	use	NOUN
esutjss-282	25	24	of	of	ADP
esutjss-282	25	25	guardrails	guardrail	NOUN
esutjss-282	25	26	increase	increase	VERB
esutjss-282	25	27	the	the	DET
esutjss-282	25	28	risk	risk	NOUN
esutjss-282	25	29	of	of	ADP
esutjss-282	25	30	accidents	accident	NOUN
esutjss-282	25	31	.	.	PUNCT
esutjss-282	26	1	intersections	intersection	NOUN
esutjss-282	26	2	with	with	ADP
esutjss-282	26	3	acute	acute	ADJ
esutjss-282	26	4	angles	angle	NOUN
esutjss-282	26	5	may	may	AUX
esutjss-282	26	6	increase	increase	VERB
esutjss-282	26	7	confusion	confusion	NOUN
esutjss-282	26	8	and	and	CCONJ
esutjss-282	26	9	cause	cause	VERB
esutjss-282	26	10	more	more	ADJ
esutjss-282	26	11	accidents	accident	NOUN
esutjss-282	26	12	to	to	PART
esutjss-282	26	13	occur	occur	VERB
esutjss-282	26	14	,	,	PUNCT
esutjss-282	26	15	especially	especially	ADV
esutjss-282	26	16	during	during	ADP
esutjss-282	26	17	difficult	difficult	ADJ
esutjss-282	26	18	weather	weather	NOUN
esutjss-282	26	19	conditions	condition	NOUN
esutjss-282	26	20	(	(	PUNCT
esutjss-282	26	21	feber	feber	NOUN
esutjss-282	26	22	et	et	PROPN
esutjss-282	26	23	al	al	PROPN
esutjss-282	26	24	.	.	PROPN
esutjss-282	26	25	,	,	PUNCT
esutjss-282	26	26	2003	2003	NUM
esutjss-282	26	27	)	)	PUNCT
esutjss-282	26	28	.	.	PUNCT
esutjss-282	27	1	conversely	conversely	ADV
esutjss-282	27	2	,	,	PUNCT
esutjss-282	27	3	improvements	improvement	NOUN
esutjss-282	27	4	in	in	ADP
esutjss-282	27	5	road	road	NOUN
esutjss-282	27	6	infrastructure	infrastructure	NOUN
esutjss-282	27	7	,	,	PUNCT
esutjss-282	27	8	such	such	ADJ
esutjss-282	27	9	as	as	ADP
esutjss-282	27	10	the	the	DET
esutjss-282	27	11	addition	addition	NOUN
esutjss-282	27	12	of	of	ADP
esutjss-282	27	13	left	left	ADJ
esutjss-282	27	14	-	-	PUNCT
esutjss-282	27	15	turn	turn	NOUN
esutjss-282	27	16	lanes	lane	NOUN
esutjss-282	27	17	or	or	CCONJ
esutjss-282	27	18	left	left	ADJ
esutjss-282	27	19	-	-	PUNCT
esutjss-282	27	20	turn	turn	NOUN
esutjss-282	27	21	phases	phase	NOUN
esutjss-282	27	22	in	in	ADP
esutjss-282	27	23	traffic	traffic	NOUN
esutjss-282	27	24	lights	light	NOUN
esutjss-282	27	25	,	,	PUNCT
esutjss-282	27	26	have	have	AUX
esutjss-282	27	27	been	be	AUX
esutjss-282	27	28	shown	show	VERB
esutjss-282	27	29	to	to	PART
esutjss-282	27	30	reduce	reduce	VERB
esutjss-282	27	31	insurers	insurer	NOUN
esutjss-282	27	32	'	'	PART
esutjss-282	27	33	claim	claim	NOUN
esutjss-282	27	34	costs	cost	NOUN
esutjss-282	27	35	(	(	PUNCT
esutjss-282	27	36	feber	feber	NOUN
esutjss-282	27	37	et	et	PROPN
esutjss-282	27	38	al	al	PROPN
esutjss-282	27	39	.	.	PROPN
esutjss-282	27	40	,	,	PUNCT
esutjss-282	27	41	2003	2003	NUM
esutjss-282	27	42	)	)	PUNCT
esutjss-282	27	43	.	.	PUNCT
esutjss-282	28	1	this	this	PRON
esutjss-282	28	2	implies	imply	VERB
esutjss-282	28	3	that	that	SCONJ
esutjss-282	28	4	there	there	PRON
esutjss-282	28	5	is	be	VERB
esutjss-282	28	6	a	a	DET
esutjss-282	28	7	direct	direct	ADJ
esutjss-282	28	8	relationship	relationship	NOUN
esutjss-282	28	9	between	between	ADP
esutjss-282	28	10	investment	investment	NOUN
esutjss-282	28	11	in	in	ADP
esutjss-282	28	12	road	road	NOUN
esutjss-282	28	13	safety	safety	NOUN
esutjss-282	28	14	measures	measure	NOUN
esutjss-282	28	15	and	and	CCONJ
esutjss-282	28	16	the	the	DET
esutjss-282	28	17	decline	decline	NOUN
esutjss-282	28	18	in	in	ADP
esutjss-282	28	19	motor	motor	NOUN
esutjss-282	28	20	insurance	insurance	NOUN
esutjss-282	28	21	claims	claim	NOUN
esutjss-282	28	22	.	.	PUNCT
esutjss-282	29	1	nigeria	nigeria	PROPN
esutjss-282	29	2	also	also	ADV
esutjss-282	29	3	faces	face	VERB
esutjss-282	29	4	an	an	DET
esutjss-282	29	5	especially	especially	ADV
esutjss-282	29	6	acute	acute	ADJ
esutjss-282	29	7	road	road	NOUN
esutjss-282	29	8	infrastructure	infrastructure	NOUN
esutjss-282	29	9	problem	problem	NOUN
esutjss-282	29	10	that	that	PRON
esutjss-282	29	11	blockades	blockade	VERB
esutjss-282	29	12	the	the	DET
esutjss-282	29	13	aforementioned	aforementioned	ADJ
esutjss-282	29	14	global	global	ADJ
esutjss-282	29	15	issues	issue	NOUN
esutjss-282	29	16	further	far	ADV
esutjss-282	29	17	.	.	PUNCT
esutjss-282	30	1	the	the	DET
esutjss-282	30	2	country	country	NOUN
esutjss-282	30	3	's	's	PART
esutjss-282	30	4	road	road	NOUN
esutjss-282	30	5	network	network	NOUN
esutjss-282	30	6	is	be	AUX
esutjss-282	30	7	often	often	ADV
esutjss-282	30	8	characterized	characterize	VERB
esutjss-282	30	9	by	by	ADP
esutjss-282	30	10	significant	significant	ADJ
esutjss-282	30	11	deterioration	deterioration	NOUN
esutjss-282	30	12	,	,	PUNCT
esutjss-282	30	13	a	a	DET
esutjss-282	30	14	lack	lack	NOUN
esutjss-282	30	15	of	of	ADP
esutjss-282	30	16	proper	proper	ADJ
esutjss-282	30	17	maintenance	maintenance	NOUN
esutjss-282	30	18	,	,	PUNCT
esutjss-282	30	19	and	and	CCONJ
esutjss-282	30	20	inadequate	inadequate	ADJ
esutjss-282	30	21	design	design	NOUN
esutjss-282	30	22	,	,	PUNCT
esutjss-282	30	23	all	all	PRON
esutjss-282	30	24	of	of	ADP
esutjss-282	30	25	which	which	PRON
esutjss-282	30	26	contribute	contribute	VERB
esutjss-282	30	27	to	to	ADP
esutjss-282	30	28	a	a	DET
esutjss-282	30	29	high	high	ADJ
esutjss-282	30	30	incidence	incidence	NOUN
esutjss-282	30	31	of	of	ADP
esutjss-282	30	32	road	road	NOUN
esutjss-282	30	33	traffic	traffic	NOUN
esutjss-282	30	34	accidents	accident	NOUN
esutjss-282	30	35	.	.	PUNCT
esutjss-282	31	1	other	other	ADJ
esutjss-282	31	2	researchers	researcher	NOUN
esutjss-282	31	3	like	like	ADP
esutjss-282	31	4	aderamo	aderamo	NOUN
esutjss-282	31	5	(	(	PUNCT
esutjss-282	31	6	2012	2012	NUM
esutjss-282	31	7	)	)	PUNCT
esutjss-282	31	8	have	have	AUX
esutjss-282	31	9	studied	study	VERB
esutjss-282	31	10	the	the	DET
esutjss-282	31	11	spatial	spatial	ADJ
esutjss-282	31	12	pattern	pattern	NOUN
esutjss-282	31	13	of	of	ADP
esutjss-282	31	14	road	road	NOUN
esutjss-282	31	15	traffic	traffic	NOUN
esutjss-282	31	16	accident	accident	NOUN
esutjss-282	31	17	casualties	casualty	NOUN
esutjss-282	31	18	in	in	ADP
esutjss-282	31	19	nigeria	nigeria	PROPN
esutjss-282	31	20	,	,	PUNCT
esutjss-282	31	21	evidencing	evidence	VERB
esutjss-282	31	22	the	the	DET
esutjss-282	31	23	major	major	ADJ
esutjss-282	31	24	role	role	NOUN
esutjss-282	31	25	defects	defect	NOUN
esutjss-282	31	26	of	of	ADP
esutjss-282	31	27	the	the	DET
esutjss-282	31	28	highway	highway	NOUN
esutjss-282	31	29	infrastructure	infrastructure	NOUN
esutjss-282	31	30	including	include	VERB
esutjss-282	31	31	potholes	pothole	NOUN
esutjss-282	31	32	,	,	PUNCT
esutjss-282	31	33	sharp	sharp	ADJ
esutjss-282	31	34	bends	bend	NOUN
esutjss-282	31	35	as	as	ADP
esutjss-282	31	36	key	key	ADJ
esutjss-282	31	37	factors	factor	NOUN
esutjss-282	31	38	to	to	ADP
esutjss-282	31	39	road	road	NOUN
esutjss-282	31	40	crashes	crash	NOUN
esutjss-282	31	41	.	.	PUNCT
esutjss-282	32	1	olorunfemi	olorunfemi	PROPN
esutjss-282	32	2	(	(	PUNCT
esutjss-282	32	3	2021	2021	NUM
esutjss-282	32	4	)	)	PUNCT
esutjss-282	32	5	also	also	ADV
esutjss-282	32	6	evaluated	evaluate	VERB
esutjss-282	32	7	road	road	NOUN
esutjss-282	32	8	infrastructure	infrastructure	NOUN
esutjss-282	32	9	situation	situation	NOUN
esutjss-282	32	10	in	in	ADP
esutjss-282	32	11	several	several	ADJ
esutjss-282	32	12	urban	urban	ADJ
esutjss-282	32	13	areas	area	NOUN
esutjss-282	32	14	in	in	ADP
esutjss-282	32	15	kogi	kogi	PROPN
esutjss-282	32	16	state	state	PROPN
esutjss-282	32	17	(	(	PUNCT
esutjss-282	32	18	nigeria	nigeria	PROPN
esutjss-282	32	19	)	)	PUNCT
esutjss-282	32	20	,	,	PUNCT
esutjss-282	32	21	which	which	PRON
esutjss-282	32	22	demonstrated	demonstrate	VERB
esutjss-282	32	23	that	that	SCONJ
esutjss-282	32	24	urban	urban	ADJ
esutjss-282	32	25	residents	resident	NOUN
esutjss-282	32	26	were	be	AUX
esutjss-282	32	27	rather	rather	ADV
esutjss-282	32	28	dissatisfied	dissatisfied	ADJ
esutjss-282	32	29	with	with	ADP
esutjss-282	32	30	the	the	DET
esutjss-282	32	31	quality	quality	NOUN
esutjss-282	32	32	of	of	ADP
esutjss-282	32	33	roads	road	NOUN
esutjss-282	32	34	in	in	ADP
esutjss-282	32	35	the	the	DET
esutjss-282	32	36	studied	study	VERB
esutjss-282	32	37	areas	area	NOUN
esutjss-282	32	38	.	.	PUNCT
esutjss-282	33	1	along	along	ADP
esutjss-282	33	2	with	with	ADP
esutjss-282	33	3	numerous	numerous	ADJ
esutjss-282	33	4	potholes	pothole	NOUN
esutjss-282	33	5	,	,	PUNCT
esutjss-282	33	6	erosion	erosion	NOUN
esutjss-282	33	7	,	,	PUNCT
esutjss-282	33	8	and	and	CCONJ
esutjss-282	33	9	a	a	DET
esutjss-282	33	10	lack	lack	NOUN
esutjss-282	33	11	of	of	ADP
esutjss-282	33	12	visible	visible	ADJ
esutjss-282	33	13	road	road	NOUN
esutjss-282	33	14	markings	marking	NOUN
esutjss-282	33	15	and	and	CCONJ
esutjss-282	33	16	signs	sign	NOUN
esutjss-282	33	17	,	,	PUNCT
esutjss-282	33	18	these	these	DET
esutjss-282	33	19	conditions	condition	NOUN
esutjss-282	33	20	deteriorate	deteriorate	VERB
esutjss-282	33	21	vehicles	vehicle	NOUN
esutjss-282	33	22	,	,	PUNCT
esutjss-282	33	23	as	as	ADV
esutjss-282	33	24	well	well	ADV
esutjss-282	33	25	as	as	ADP
esutjss-282	33	26	negatively	negatively	ADV
esutjss-282	33	27	affect	affect	VERB
esutjss-282	33	28	road	road	NOUN
esutjss-282	33	29	safety	safety	NOUN
esutjss-282	33	30	by	by	ADP
esutjss-282	33	31	adding	add	VERB
esutjss-282	33	32	to	to	ADP
esutjss-282	33	33	a	a	DET
esutjss-282	33	34	hazardous	hazardous	ADJ
esutjss-282	33	35	road	road	NOUN
esutjss-282	33	36	experience	experience	NOUN
esutjss-282	33	37	and	and	CCONJ
esutjss-282	33	38	increasing	increase	VERB
esutjss-282	33	39	the	the	DET
esutjss-282	33	40	likelihood	likelihood	NOUN
esutjss-282	33	41	of	of	ADP
esutjss-282	33	42	collisions	collision	NOUN
esutjss-282	33	43	(	(	PUNCT
esutjss-282	33	44	aderamo	aderamo	NOUN
esutjss-282	33	45	,	,	PUNCT
esutjss-282	33	46	2012	2012	NUM
esutjss-282	33	47	;	;	PUNCT
esutjss-282	33	48	olorunfemi	olorunfemi	NOUN
esutjss-282	33	49	,	,	PUNCT
esutjss-282	33	50	2021	2021	NUM
esutjss-282	33	51	)	)	PUNCT
esutjss-282	33	52	.	.	PUNCT
esutjss-282	34	1	according	accord	VERB
esutjss-282	34	2	to	to	ADP
esutjss-282	34	3	balogun	balogun	PROPN
esutjss-282	34	4	et	et	PROPN
esutjss-282	34	5	al	al	PROPN
esutjss-282	34	6	.	.	PROPN
esutjss-282	34	7	(	(	PUNCT
esutjss-282	34	8	2021	2021	NUM
esutjss-282	34	9	)	)	PUNCT
esutjss-282	34	10	,	,	PUNCT
esutjss-282	34	11	it	it	PRON
esutjss-282	34	12	was	be	AUX
esutjss-282	34	13	also	also	ADV
esutjss-282	34	14	mentioned	mention	VERB
esutjss-282	34	15	that	that	SCONJ
esutjss-282	34	16	the	the	DET
esutjss-282	34	17	rate	rate	NOUN
esutjss-282	34	18	of	of	ADP
esutjss-282	34	19	traffic	traffic	NOUN
esutjss-282	34	20	accidents	accident	NOUN
esutjss-282	34	21	occurring	occur	VERB
esutjss-282	34	22	on	on	ADP
esutjss-282	34	23	the	the	DET
esutjss-282	34	24	nigerian	nigerian	ADJ
esutjss-282	34	25	roads	road	NOUN
esutjss-282	34	26	continues	continue	VERB
esutjss-282	34	27	to	to	PART
esutjss-282	34	28	rise	rise	VERB
esutjss-282	34	29	,	,	PUNCT
esutjss-282	34	30	and	and	CCONJ
esutjss-282	34	31	the	the	DET
esutjss-282	34	32	measures	measure	NOUN
esutjss-282	34	33	of	of	ADP
esutjss-282	34	34	the	the	DET
esutjss-282	34	35	government	government	NOUN
esutjss-282	34	36	and	and	CCONJ
esutjss-282	34	37	the	the	DET
esutjss-282	34	38	respective	respective	ADJ
esutjss-282	34	39	agencies	agency	NOUN
esutjss-282	34	40	to	to	PART
esutjss-282	34	41	combat	combat	VERB
esutjss-282	34	42	this	this	DET
esutjss-282	34	43	threat	threat	NOUN
esutjss-282	34	44	have	have	AUX
esutjss-282	34	45	been	be	AUX
esutjss-282	34	46	unsuccessful	unsuccessful	ADJ
esutjss-282	34	47	with	with	ADP
esutjss-282	34	48	particularly	particularly	ADV
esutjss-282	34	49	unsafe	unsafe	ADJ
esutjss-282	34	50	conditions	condition	NOUN
esutjss-282	34	51	leading	lead	VERB
esutjss-282	34	52	to	to	ADP
esutjss-282	34	53	the	the	DET
esutjss-282	34	54	daily	daily	ADJ
esutjss-282	34	55	loss	loss	NOUN
esutjss-282	34	56	of	of	ADP
esutjss-282	34	57	innocent	innocent	ADJ
esutjss-282	34	58	lives	life	NOUN
esutjss-282	34	59	.	.	PUNCT
esutjss-282	35	1	the	the	DET
esutjss-282	35	2	rate	rate	NOUN
esutjss-282	35	3	of	of	ADP
esutjss-282	35	4	accidents	accident	NOUN
esutjss-282	35	5	translates	translate	VERB
esutjss-282	35	6	directly	directly	ADV
esutjss-282	35	7	to	to	ADP
esutjss-282	35	8	higher	high	ADJ
esutjss-282	35	9	rates	rate	NOUN
esutjss-282	35	10	of	of	ADP
esutjss-282	35	11	claims	claim	NOUN
esutjss-282	35	12	being	be	AUX
esutjss-282	35	13	made	make	VERB
esutjss-282	35	14	,	,	PUNCT
esutjss-282	35	15	which	which	PRON
esutjss-282	35	16	in	in	ADP
esutjss-282	35	17	turn	turn	NOUN
esutjss-282	35	18	puts	put	VERB
esutjss-282	35	19	an	an	DET
esutjss-282	35	20	extra	extra	ADJ
esutjss-282	35	21	financial	financial	ADJ
esutjss-282	35	22	burden	burden	NOUN
esutjss-282	35	23	on	on	ADP
esutjss-282	35	24	insurance	insurance	NOUN
esutjss-282	35	25	companies	company	NOUN
esutjss-282	35	26	.	.	PUNCT
esutjss-282	36	1	this	this	PRON
esutjss-282	36	2	is	be	AUX
esutjss-282	36	3	worsened	worsen	VERB
esutjss-282	36	4	by	by	ADP
esutjss-282	36	5	the	the	DET
esutjss-282	36	6	fact	fact	NOUN
esutjss-282	36	7	that	that	SCONJ
esutjss-282	36	8	accidents	accident	NOUN
esutjss-282	36	9	that	that	PRON
esutjss-282	36	10	usually	usually	ADV
esutjss-282	36	11	follow	follow	VERB
esutjss-282	36	12	poor	poor	ADJ
esutjss-282	36	13	road	road	NOUN
esutjss-282	36	14	conditions	condition	NOUN
esutjss-282	36	15	,	,	PUNCT
esutjss-282	36	16	are	be	AUX
esutjss-282	36	17	severe	severe	ADJ
esutjss-282	36	18	and	and	CCONJ
esutjss-282	36	19	this	this	PRON
esutjss-282	36	20	means	mean	VERB
esutjss-282	36	21	that	that	SCONJ
esutjss-282	36	22	repair	repair	NOUN
esutjss-282	36	23	costs	cost	NOUN
esutjss-282	36	24	will	will	AUX
esutjss-282	36	25	be	be	AUX
esutjss-282	36	26	increased	increase	VERB
esutjss-282	36	27	and	and	CCONJ
esutjss-282	36	28	in	in	ADP
esutjss-282	36	29	worst	bad	ADJ
esutjss-282	36	30	cases	case	NOUN
esutjss-282	36	31	,	,	PUNCT
esutjss-282	36	32	large	large	ADJ
esutjss-282	36	33	sums	sum	NOUN
esutjss-282	36	34	of	of	ADP
esutjss-282	36	35	money	money	NOUN
esutjss-282	36	36	will	will	AUX
esutjss-282	36	37	be	be	AUX
esutjss-282	36	38	paid	pay	VERB
esutjss-282	36	39	as	as	ADP
esutjss-282	36	40	compensation	compensation	NOUN
esutjss-282	36	41	on	on	ADP
esutjss-282	36	42	injuries	injury	NOUN
esutjss-282	36	43	or	or	CCONJ
esutjss-282	36	44	loss	loss	NOUN
esutjss-282	36	45	of	of	ADP
esutjss-282	36	46	life	life	NOUN
esutjss-282	36	47	.	.	PUNCT
esutjss-282	37	1	enyinda	enyinda	ADV
esutjss-282	37	2	(	(	PUNCT
esutjss-282	37	3	2022	2022	NUM
esutjss-282	37	4	)	)	PUNCT
esutjss-282	37	5	evaluated	evaluate	VERB
esutjss-282	37	6	the	the	DET
esutjss-282	37	7	trend	trend	NOUN
esutjss-282	37	8	of	of	ADP
esutjss-282	37	9	nigerian	nigerian	ADJ
esutjss-282	37	10	motor	motor	NOUN
esutjss-282	37	11	accident	accident	NOUN
esutjss-282	37	12	insurance	insurance	NOUN
esutjss-282	37	13	claims	claim	NOUN
esutjss-282	37	14	,	,	PUNCT
esutjss-282	37	15	and	and	CCONJ
esutjss-282	37	16	it	it	PRON
esutjss-282	37	17	was	be	AUX
esutjss-282	37	18	observed	observe	VERB
esutjss-282	37	19	that	that	SCONJ
esutjss-282	37	20	the	the	DET
esutjss-282	37	21	insurance	insurance	NOUN
esutjss-282	37	22	companies	company	NOUN
esutjss-282	37	23	were	be	AUX
esutjss-282	37	24	not	not	PART
esutjss-282	37	25	doing	do	VERB
esutjss-282	37	26	quite	quite	ADV
esutjss-282	37	27	well	well	ADV
esutjss-282	37	28	as	as	SCONJ
esutjss-282	37	29	regards	regard	VERB
esutjss-282	37	30	claims	claim	VERB
esutjss-282	37	31	settlement	settlement	NOUN
esutjss-282	37	32	until	until	ADP
esutjss-282	37	33	following	follow	VERB
esutjss-282	37	34	a	a	DET
esutjss-282	37	35	phase	phase	NOUN
esutjss-282	37	36	of	of	ADP
esutjss-282	37	37	recapitalization	recapitalization	NOUN
esutjss-282	37	38	.	.	PUNCT
esutjss-282	38	1	re	re	AUX
esutjss-282	38	2	/	/	NOUN
esutjss-282	38	3	insurers	insurer	NOUN
esutjss-282	38	4	also	also	ADV
esutjss-282	38	5	bear	bear	VERB
esutjss-282	38	6	the	the	DET
esutjss-282	38	7	economic	economic	ADJ
esutjss-282	38	8	burden	burden	NOUN
esutjss-282	38	9	of	of	ADP
esutjss-282	38	10	poor	poor	ADJ
esutjss-282	38	11	infrastructure	infrastructure	NOUN
esutjss-282	38	12	,	,	PUNCT
esutjss-282	38	13	which	which	PRON
esutjss-282	38	14	may	may	AUX
esutjss-282	38	15	result	result	VERB
esutjss-282	38	16	in	in	ADP
esutjss-282	38	17	increased	increase	VERB
esutjss-282	38	18	claims	claim	NOUN
esutjss-282	38	19	in	in	ADP
esutjss-282	38	20	different	different	ADJ
esutjss-282	38	21	business	business	NOUN
esutjss-282	38	22	lines	line	NOUN
esutjss-282	38	23	,	,	PUNCT
esutjss-282	38	24	such	such	ADJ
esutjss-282	38	25	as	as	ADP
esutjss-282	38	26	auto	auto	NOUN
esutjss-282	38	27	insurance	insurance	NOUN
esutjss-282	38	28	(	(	PUNCT
esutjss-282	38	29	ibrahim	ibrahim	NOUN
esutjss-282	38	30	,	,	PUNCT
esutjss-282	38	31	2022	2022	NUM
esutjss-282	38	32	;	;	PUNCT
esutjss-282	38	33	gbenga	gbenga	NOUN
esutjss-282	38	34	,	,	PUNCT
esutjss-282	38	35	2024	2024	NUM
esutjss-282	38	36	)	)	PUNCT
esutjss-282	38	37	.	.	PUNCT
esutjss-282	39	1	consequently	consequently	ADV
esutjss-282	39	2	,	,	PUNCT
esutjss-282	39	3	nigerian	nigerian	ADJ
esutjss-282	39	4	insurance	insurance	NOUN
esutjss-282	39	5	companies	company	NOUN
esutjss-282	39	6	face	face	VERB
esutjss-282	39	7	unique	unique	ADJ
esutjss-282	39	8	challenges	challenge	NOUN
esutjss-282	39	9	in	in	ADP
esutjss-282	39	10	risk	risk	NOUN
esutjss-282	39	11	assessment	assessment	NOUN
esutjss-282	39	12	and	and	CCONJ
esutjss-282	39	13	premium	premium	NOUN
esutjss-282	39	14	setting	setting	NOUN
esutjss-282	39	15	,	,	PUNCT
esutjss-282	39	16	as	as	SCONJ
esutjss-282	39	17	the	the	DET
esutjss-282	39	18	inherent	inherent	ADJ
esutjss-282	39	19	risks	risk	NOUN
esutjss-282	39	20	associated	associate	VERB
esutjss-282	39	21	with	with	ADP
esutjss-282	39	22	the	the	DET
esutjss-282	39	23	country	country	NOUN
esutjss-282	39	24	's	's	PART
esutjss-282	39	25	road	road	NOUN
esutjss-282	39	26	network	network	NOUN
esutjss-282	39	27	are	be	AUX
esutjss-282	39	28	significantly	significantly	ADV
esutjss-282	39	29	elevated	elevated	ADJ
esutjss-282	39	30	.	.	PUNCT
esutjss-282	40	1	it	it	PRON
esutjss-282	40	2	is	be	AUX
esutjss-282	40	3	crucial	crucial	ADJ
esutjss-282	40	4	to	to	PART
esutjss-282	40	5	understand	understand	VERB
esutjss-282	40	6	this	this	DET
esutjss-282	40	7	complex	complex	ADJ
esutjss-282	40	8	interplay	interplay	NOUN
esutjss-282	40	9	between	between	ADP
esutjss-282	40	10	road	road	NOUN
esutjss-282	40	11	system	system	NOUN
esutjss-282	40	12	development	development	NOUN
esutjss-282	40	13	and	and	CCONJ
esutjss-282	40	14	motor	motor	NOUN
esutjss-282	40	15	insurance	insurance	NOUN
esutjss-282	40	16	claims	claim	NOUN
esutjss-282	40	17	because	because	SCONJ
esutjss-282	40	18	this	this	PRON
esutjss-282	40	19	would	would	AUX
esutjss-282	40	20	be	be	AUX
esutjss-282	40	21	crucial	crucial	ADJ
esutjss-282	40	22	in	in	ADP
esutjss-282	40	23	formulating	formulate	VERB
esutjss-282	40	24	a	a	DET
esutjss-282	40	25	way	way	NOUN
esutjss-282	40	26	forward	forward	ADV
esutjss-282	40	27	to	to	PART
esutjss-282	40	28	eliminate	eliminate	VERB
esutjss-282	40	29	road	road	NOUN
esutjss-282	40	30	carnage	carnage	NOUN
esutjss-282	40	31	caused	cause	VERB
esutjss-282	40	32	by	by	ADP
esutjss-282	40	33	lack	lack	NOUN
esutjss-282	40	34	of	of	ADP
esutjss-282	40	35	adequate	adequate	ADJ
esutjss-282	40	36	road	road	NOUN
esutjss-282	40	37	systems	system	NOUN
esutjss-282	40	38	and	and	CCONJ
esutjss-282	40	39	the	the	DET
esutjss-282	40	40	subsequent	subsequent	ADJ
esutjss-282	40	41	decrease	decrease	NOUN
esutjss-282	40	42	in	in	ADP
esutjss-282	40	43	the	the	DET
esutjss-282	40	44	rate	rate	NOUN
esutjss-282	40	45	of	of	ADP
esutjss-282	40	46	accidents	accident	NOUN
esutjss-282	40	47	and	and	CCONJ
esutjss-282	40	48	the	the	DET
esutjss-282	40	49	eventual	eventual	ADJ
esutjss-282	40	50	impact	impact	NOUN
esutjss-282	40	51	on	on	ADP
esutjss-282	40	52	the	the	DET
esutjss-282	40	53	insurance	insurance	NOUN
esutjss-282	40	54	sector	sector	NOUN
esutjss-282	40	55	in	in	ADP
esutjss-282	40	56	the	the	DET
esutjss-282	40	57	country	country	NOUN
esutjss-282	40	58	and	and	CCONJ
esutjss-282	40	59	the	the	DET
esutjss-282	40	60	individuals	individual	NOUN
esutjss-282	40	61	involved	involve	VERB
esutjss-282	40	62	.	.	PUNCT
esutjss-282	41	1	to	to	PART
esutjss-282	41	2	achieve	achieve	VERB
esutjss-282	41	3	this	this	PRON
esutjss-282	41	4	,	,	PUNCT
esutjss-282	41	5	the	the	DET
esutjss-282	41	6	following	follow	VERB
esutjss-282	41	7	objectives	objective	NOUN
esutjss-282	41	8	were	be	AUX
esutjss-282	41	9	formulated	formulate	VERB
esutjss-282	41	10	to	to	PART
esutjss-282	41	11	guide	guide	VERB
esutjss-282	41	12	this	this	DET
esutjss-282	41	13	study	study	NOUN
esutjss-282	41	14	:	:	PUNCT
esutjss-282	41	15	i.	i.	NOUN
esutjss-282	41	16	to	to	PART
esutjss-282	41	17	determine	determine	VERB
esutjss-282	41	18	the	the	DET
esutjss-282	41	19	significant	significant	ADJ
esutjss-282	41	20	relationship	relationship	NOUN
esutjss-282	41	21	between	between	ADP
esutjss-282	41	22	specific	specific	ADJ
esutjss-282	41	23	road	road	NOUN
esutjss-282	41	24	infrastructure	infrastructure	NOUN
esutjss-282	41	25	deficiencies	deficiency	NOUN
esutjss-282	41	26	and	and	CCONJ
esutjss-282	41	27	the	the	DET
esutjss-282	41	28	frequency	frequency	NOUN
esutjss-282	41	29	of	of	ADP
esutjss-282	41	30	motor	motor	NOUN
esutjss-282	41	31	insurance	insurance	NOUN
esutjss-282	41	32	claims	claim	NOUN
esutjss-282	41	33	in	in	ADP
esutjss-282	41	34	nigeria	nigeria	PROPN
esutjss-282	41	35	.	.	PUNCT
esutjss-282	42	1	ii	ii	PROPN
esutjss-282	42	2	.	.	PUNCT
esutjss-282	43	1	to	to	PART
esutjss-282	43	2	evaluate	evaluate	VERB
esutjss-282	43	3	the	the	DET
esutjss-282	43	4	impact	impact	NOUN
esutjss-282	43	5	of	of	ADP
esutjss-282	43	6	road	road	NOUN
esutjss-282	43	7	infrastructure	infrastructure	NOUN
esutjss-282	43	8	quality	quality	NOUN
esutjss-282	43	9	on	on	ADP
esutjss-282	43	10	the	the	DET
esutjss-282	43	11	severity	severity	NOUN
esutjss-282	43	12	and	and	CCONJ
esutjss-282	43	13	cost	cost	NOUN
esutjss-282	43	14	of	of	ADP
esutjss-282	43	15	motor	motor	NOUN
esutjss-282	43	16	insurance	insurance	NOUN
esutjss-282	43	17	claims	claim	NOUN
esutjss-282	43	18	in	in	ADP
esutjss-282	43	19	nigeria	nigeria	PROPN
esutjss-282	43	20	.	.	PUNCT
esutjss-282	44	1	221	221	NUM
esutjss-282	44	2	statement	statement	NOUN
esutjss-282	44	3	of	of	ADP
esutjss-282	44	4	hypotheses	hypothesis	NOUN
esutjss-282	44	5	h₀₁	h₀₁	ADJ
esutjss-282	44	6	:	:	PUNCT
esutjss-282	44	7	there	there	PRON
esutjss-282	44	8	is	be	VERB
esutjss-282	44	9	no	no	DET
esutjss-282	44	10	significant	significant	ADJ
esutjss-282	44	11	relationship	relationship	NOUN
esutjss-282	44	12	between	between	ADP
esutjss-282	44	13	specific	specific	ADJ
esutjss-282	44	14	road	road	NOUN
esutjss-282	44	15	infrastructure	infrastructure	NOUN
esutjss-282	44	16	deficiencies	deficiency	NOUN
esutjss-282	44	17	and	and	CCONJ
esutjss-282	44	18	the	the	DET
esutjss-282	44	19	frequency	frequency	NOUN
esutjss-282	44	20	of	of	ADP
esutjss-282	44	21	motor	motor	NOUN
esutjss-282	44	22	insurance	insurance	NOUN
esutjss-282	44	23	claims	claim	NOUN
esutjss-282	44	24	in	in	ADP
esutjss-282	44	25	nigeria	nigeria	PROPN
esutjss-282	44	26	.	.	PUNCT
esutjss-282	45	1	h₀₂	h₀₂	PROPN
esutjss-282	45	2	:	:	PUNCT
esutjss-282	45	3	road	road	NOUN
esutjss-282	45	4	infrastructure	infrastructure	NOUN
esutjss-282	45	5	quality	quality	NOUN
esutjss-282	45	6	has	have	VERB
esutjss-282	45	7	no	no	DET
esutjss-282	45	8	significant	significant	ADJ
esutjss-282	45	9	impact	impact	NOUN
esutjss-282	45	10	on	on	ADP
esutjss-282	45	11	the	the	DET
esutjss-282	45	12	severity	severity	NOUN
esutjss-282	45	13	and	and	CCONJ
esutjss-282	45	14	cost	cost	NOUN
esutjss-282	45	15	of	of	ADP
esutjss-282	45	16	motor	motor	NOUN
esutjss-282	45	17	insurance	insurance	NOUN
esutjss-282	45	18	claims	claim	NOUN
esutjss-282	45	19	in	in	ADP
esutjss-282	45	20	nigeria	nigeria	PROPN
esutjss-282	45	21	.	.	PUNCT
esutjss-282	46	1	review	review	NOUN
esutjss-282	46	2	of	of	ADP
esutjss-282	46	3	related	related	ADJ
esutjss-282	46	4	literature	literature	NOUN
esutjss-282	46	5	road	road	NOUN
esutjss-282	46	6	infrastructure	infrastructure	NOUN
esutjss-282	46	7	and	and	CCONJ
esutjss-282	46	8	accident	accident	NOUN
esutjss-282	46	9	risk	risk	NOUN
esutjss-282	46	10	road	road	NOUN
esutjss-282	46	11	traffic	traffic	NOUN
esutjss-282	46	12	accidents	accident	NOUN
esutjss-282	46	13	(	(	PUNCT
esutjss-282	46	14	rtas	rta	NOUN
esutjss-282	46	15	)	)	PUNCT
esutjss-282	46	16	have	have	AUX
esutjss-282	46	17	become	become	VERB
esutjss-282	46	18	a	a	DET
esutjss-282	46	19	serious	serious	ADJ
esutjss-282	46	20	international	international	ADJ
esutjss-282	46	21	safety	safety	NOUN
esutjss-282	46	22	concern	concern	NOUN
esutjss-282	46	23	as	as	SCONJ
esutjss-282	46	24	they	they	PRON
esutjss-282	46	25	are	be	AUX
esutjss-282	46	26	a	a	DET
esutjss-282	46	27	major	major	ADJ
esutjss-282	46	28	burdening	burdening	NOUN
esutjss-282	46	29	problem	problem	NOUN
esutjss-282	46	30	in	in	ADP
esutjss-282	46	31	terms	term	NOUN
esutjss-282	46	32	of	of	ADP
esutjss-282	46	33	human	human	NOUN
esutjss-282	46	34	as	as	ADV
esutjss-282	46	35	well	well	ADV
esutjss-282	46	36	as	as	ADP
esutjss-282	46	37	economic	economic	ADJ
esutjss-282	46	38	costs	cost	NOUN
esutjss-282	46	39	on	on	ADP
esutjss-282	46	40	a	a	DET
esutjss-282	46	41	global	global	ADJ
esutjss-282	46	42	scale	scale	NOUN
esutjss-282	46	43	regardless	regardless	ADV
esutjss-282	46	44	of	of	ADP
esutjss-282	46	45	the	the	DET
esutjss-282	46	46	developed	developed	ADJ
esutjss-282	46	47	and	and	CCONJ
esutjss-282	46	48	developing	develop	VERB
esutjss-282	46	49	economies	economy	NOUN
esutjss-282	46	50	.	.	PUNCT
esutjss-282	47	1	lowand	lowand	ADJ
esutjss-282	47	2	middle	middle	ADJ
esutjss-282	47	3	-	-	PUNCT
esutjss-282	47	4	income	income	NOUN
esutjss-282	47	5	countries	country	NOUN
esutjss-282	47	6	disproportionately	disproportionately	ADV
esutjss-282	47	7	bear	bear	VERB
esutjss-282	47	8	the	the	DET
esutjss-282	47	9	burden	burden	NOUN
esutjss-282	47	10	since	since	SCONJ
esutjss-282	47	11	they	they	PRON
esutjss-282	47	12	own	own	VERB
esutjss-282	47	13	a	a	DET
esutjss-282	47	14	small	small	ADJ
esutjss-282	47	15	percentage	percentage	NOUN
esutjss-282	47	16	of	of	ADP
esutjss-282	47	17	the	the	DET
esutjss-282	47	18	world	world	NOUN
esutjss-282	47	19	vehicle	vehicle	NOUN
esutjss-282	47	20	fleet	fleet	NOUN
esutjss-282	47	21	but	but	CCONJ
esutjss-282	47	22	have	have	VERB
esutjss-282	47	23	a	a	DET
esutjss-282	47	24	majority	majority	NOUN
esutjss-282	47	25	of	of	ADP
esutjss-282	47	26	road	road	NOUN
esutjss-282	47	27	fatalities	fatality	NOUN
esutjss-282	47	28	and	and	CCONJ
esutjss-282	47	29	injuries	injury	NOUN
esutjss-282	47	30	(	(	PUNCT
esutjss-282	47	31	esbester	esbester	NOUN
esutjss-282	47	32	&	&	CCONJ
esutjss-282	47	33	wetmore	wetmore	PROPN
esutjss-282	47	34	,	,	PUNCT
esutjss-282	47	35	2015	2015	NUM
esutjss-282	47	36	;	;	PUNCT
esutjss-282	47	37	gebru	gebru	NOUN
esutjss-282	47	38	,	,	PUNCT
esutjss-282	47	39	2017	2017	NUM
esutjss-282	47	40	)	)	PUNCT
esutjss-282	47	41	.	.	PUNCT
esutjss-282	48	1	these	these	DET
esutjss-282	48	2	tragedies	tragedy	NOUN
esutjss-282	48	3	do	do	AUX
esutjss-282	48	4	not	not	PART
esutjss-282	48	5	only	only	ADV
esutjss-282	48	6	lead	lead	VERB
esutjss-282	48	7	to	to	ADP
esutjss-282	48	8	tragic	tragic	ADJ
esutjss-282	48	9	loss	loss	NOUN
esutjss-282	48	10	of	of	ADP
esutjss-282	48	11	life	life	NOUN
esutjss-282	48	12	but	but	CCONJ
esutjss-282	48	13	also	also	ADV
esutjss-282	48	14	socioeconomic	socioeconomic	ADJ
esutjss-282	48	15	destabilization	destabilization	NOUN
esutjss-282	48	16	,	,	PUNCT
esutjss-282	48	17	especially	especially	ADV
esutjss-282	48	18	in	in	ADP
esutjss-282	48	19	regions	region	NOUN
esutjss-282	48	20	already	already	ADV
esutjss-282	48	21	facing	face	VERB
esutjss-282	48	22	healthcare	healthcare	NOUN
esutjss-282	48	23	and	and	CCONJ
esutjss-282	48	24	insurance	insurance	NOUN
esutjss-282	48	25	overload	overload	NOUN
esutjss-282	48	26	.	.	PUNCT
esutjss-282	49	1	in	in	ADP
esutjss-282	49	2	this	this	DET
esutjss-282	49	3	respect	respect	NOUN
esutjss-282	49	4	,	,	PUNCT
esutjss-282	49	5	road	road	NOUN
esutjss-282	49	6	infrastructure	infrastructure	NOUN
esutjss-282	49	7	can	can	AUX
esutjss-282	49	8	reduce	reduce	VERB
esutjss-282	49	9	or	or	CCONJ
esutjss-282	49	10	increase	increase	VERB
esutjss-282	49	11	the	the	DET
esutjss-282	49	12	chances	chance	NOUN
esutjss-282	49	13	of	of	ADP
esutjss-282	49	14	an	an	DET
esutjss-282	49	15	accident	accident	NOUN
esutjss-282	49	16	and	and	CCONJ
esutjss-282	49	17	it	it	PRON
esutjss-282	49	18	consequently	consequently	ADV
esutjss-282	49	19	becomes	become	VERB
esutjss-282	49	20	an	an	DET
esutjss-282	49	21	area	area	NOUN
esutjss-282	49	22	of	of	ADP
esutjss-282	49	23	research	research	NOUN
esutjss-282	49	24	interest	interest	NOUN
esutjss-282	49	25	and	and	CCONJ
esutjss-282	49	26	implementation	implementation	NOUN
esutjss-282	49	27	of	of	ADP
esutjss-282	49	28	policies	policy	NOUN
esutjss-282	49	29	.	.	PUNCT
esutjss-282	50	1	the	the	DET
esutjss-282	50	2	prevalence	prevalence	NOUN
esutjss-282	50	3	of	of	ADP
esutjss-282	50	4	rtas	rta	NOUN
esutjss-282	50	5	in	in	ADP
esutjss-282	50	6	the	the	DET
esutjss-282	50	7	world	world	NOUN
esutjss-282	50	8	is	be	AUX
esutjss-282	50	9	a	a	DET
esutjss-282	50	10	testament	testament	NOUN
esutjss-282	50	11	to	to	ADP
esutjss-282	50	12	a	a	DET
esutjss-282	50	13	long	long	ADJ
esutjss-282	50	14	-	-	PUNCT
esutjss-282	50	15	term	term	NOUN
esutjss-282	50	16	problem	problem	NOUN
esutjss-282	50	17	of	of	ADP
esutjss-282	50	18	public	public	ADJ
esutjss-282	50	19	health	health	NOUN
esutjss-282	50	20	and	and	CCONJ
esutjss-282	50	21	economic	economic	ADJ
esutjss-282	50	22	efficiency	efficiency	NOUN
esutjss-282	50	23	.	.	PUNCT
esutjss-282	51	1	according	accord	VERB
esutjss-282	51	2	to	to	ADP
esutjss-282	51	3	studies	study	NOUN
esutjss-282	51	4	by	by	ADP
esutjss-282	51	5	dorri	dorri	PROPN
esutjss-282	51	6	et	et	PROPN
esutjss-282	51	7	al	al	PROPN
esutjss-282	51	8	.	.	PROPN
esutjss-282	52	1	(	(	PUNCT
esutjss-282	52	2	2024	2024	NUM
esutjss-282	52	3	)	)	PUNCT
esutjss-282	52	4	and	and	CCONJ
esutjss-282	52	5	martinez	martinez	PROPN
esutjss-282	52	6	,	,	PUNCT
esutjss-282	52	7	sanchez	sanchez	PROPN
esutjss-282	52	8	,	,	PUNCT
esutjss-282	52	9	and	and	CCONJ
esutjss-282	52	10	yanez	yanez	PROPN
esutjss-282	52	11	-	-	PUNCT
esutjss-282	52	12	pagans	pagan	NOUN
esutjss-282	52	13	(	(	PUNCT
esutjss-282	52	14	2019	2019	NUM
esutjss-282	52	15	)	)	PUNCT
esutjss-282	52	16	,	,	PUNCT
esutjss-282	52	17	rtas	rta	NOUN
esutjss-282	52	18	are	be	AUX
esutjss-282	52	19	not	not	PART
esutjss-282	52	20	just	just	ADV
esutjss-282	52	21	transportation	transportation	NOUN
esutjss-282	52	22	failures	failure	NOUN
esutjss-282	52	23	but	but	CCONJ
esutjss-282	52	24	are	be	AUX
esutjss-282	52	25	embedded	embed	VERB
esutjss-282	52	26	in	in	ADP
esutjss-282	52	27	larger	large	ADJ
esutjss-282	52	28	development	development	NOUN
esutjss-282	52	29	shortcomings	shortcoming	NOUN
esutjss-282	52	30	such	such	ADJ
esutjss-282	52	31	as	as	ADP
esutjss-282	52	32	urbanization	urbanization	NOUN
esutjss-282	52	33	,	,	PUNCT
esutjss-282	52	34	enforcement	enforcement	NOUN
esutjss-282	52	35	capacity	capacity	NOUN
esutjss-282	52	36	,	,	PUNCT
esutjss-282	52	37	and	and	CCONJ
esutjss-282	52	38	policy	policy	NOUN
esutjss-282	52	39	-	-	PUNCT
esutjss-282	52	40	making	make	VERB
esutjss-282	52	41	prioritization	prioritization	NOUN
esutjss-282	52	42	.	.	PUNCT
esutjss-282	53	1	clemente	clemente	PROPN
esutjss-282	53	2	,	,	PUNCT
esutjss-282	53	3	della	della	PROPN
esutjss-282	53	4	corte	corte	PROPN
esutjss-282	53	5	,	,	PUNCT
esutjss-282	53	6	and	and	CCONJ
esutjss-282	53	7	zappa	zappa	PROPN
esutjss-282	53	8	(	(	PUNCT
esutjss-282	53	9	2024	2024	NUM
esutjss-282	53	10	)	)	PUNCT
esutjss-282	53	11	argue	argue	VERB
esutjss-282	53	12	that	that	SCONJ
esutjss-282	53	13	numerous	numerous	ADJ
esutjss-282	53	14	countries	country	NOUN
esutjss-282	53	15	do	do	AUX
esutjss-282	53	16	not	not	PART
esutjss-282	53	17	possess	possess	VERB
esutjss-282	53	18	spatial	spatial	ADJ
esutjss-282	53	19	risk	risk	NOUN
esutjss-282	53	20	models	model	NOUN
esutjss-282	53	21	to	to	PART
esutjss-282	53	22	predict	predict	VERB
esutjss-282	53	23	and	and	CCONJ
esutjss-282	53	24	prevent	prevent	VERB
esutjss-282	53	25	accidents	accident	NOUN
esutjss-282	53	26	on	on	ADP
esutjss-282	53	27	the	the	DET
esutjss-282	53	28	network	network	NOUN
esutjss-282	53	29	level	level	NOUN
esutjss-282	53	30	comprehensively	comprehensively	ADV
esutjss-282	53	31	.	.	PUNCT
esutjss-282	54	1	such	such	DET
esutjss-282	54	2	a	a	DET
esutjss-282	54	3	lack	lack	NOUN
esutjss-282	54	4	of	of	ADP
esutjss-282	54	5	a	a	DET
esutjss-282	54	6	predictive	predictive	ADJ
esutjss-282	54	7	structure	structure	NOUN
esutjss-282	54	8	increases	increase	VERB
esutjss-282	54	9	the	the	DET
esutjss-282	54	10	chances	chance	NOUN
esutjss-282	54	11	of	of	ADP
esutjss-282	54	12	collision	collision	NOUN
esutjss-282	54	13	,	,	PUNCT
esutjss-282	54	14	especially	especially	ADV
esutjss-282	54	15	when	when	SCONJ
esutjss-282	54	16	dealing	deal	VERB
esutjss-282	54	17	with	with	ADP
esutjss-282	54	18	fast	fast	ADJ
esutjss-282	54	19	urbanizing	urbanizing	ADJ
esutjss-282	54	20	areas	area	NOUN
esutjss-282	54	21	.	.	PUNCT
esutjss-282	55	1	in	in	ADP
esutjss-282	55	2	high	high	ADJ
esutjss-282	55	3	-	-	PUNCT
esutjss-282	55	4	income	income	NOUN
esutjss-282	55	5	nations	nation	NOUN
esutjss-282	55	6	,	,	PUNCT
esutjss-282	55	7	a	a	DET
esutjss-282	55	8	multi	multi	ADJ
esutjss-282	55	9	-	-	ADJ
esutjss-282	55	10	pronged	pronged	ADJ
esutjss-282	55	11	approach	approach	NOUN
esutjss-282	55	12	has	have	AUX
esutjss-282	55	13	led	lead	VERB
esutjss-282	55	14	to	to	ADP
esutjss-282	55	15	road	road	NOUN
esutjss-282	55	16	safety	safety	NOUN
esutjss-282	55	17	improvement	improvement	NOUN
esutjss-282	55	18	,	,	PUNCT
esutjss-282	55	19	which	which	PRON
esutjss-282	55	20	includes	include	VERB
esutjss-282	55	21	all	all	DET
esutjss-282	55	22	these	these	DET
esutjss-282	55	23	approaches	approach	NOUN
esutjss-282	55	24	namely	namely	ADV
esutjss-282	55	25	infrastructural	infrastructural	ADJ
esutjss-282	55	26	investment	investment	NOUN
esutjss-282	55	27	,	,	PUNCT
esutjss-282	55	28	enforcement	enforcement	NOUN
esutjss-282	55	29	,	,	PUNCT
esutjss-282	55	30	vehicular	vehicular	ADJ
esutjss-282	55	31	technology	technology	NOUN
esutjss-282	55	32	,	,	PUNCT
esutjss-282	55	33	and	and	CCONJ
esutjss-282	55	34	behavior	behavior	NOUN
esutjss-282	55	35	change	change	NOUN
esutjss-282	55	36	(	(	PUNCT
esutjss-282	55	37	alli	alli	PROPN
esutjss-282	55	38	&	&	CCONJ
esutjss-282	55	39	ganiyu	ganiyu	PROPN
esutjss-282	55	40	,	,	PUNCT
esutjss-282	55	41	2025	2025	NUM
esutjss-282	55	42	)	)	PUNCT
esutjss-282	55	43	.	.	PUNCT
esutjss-282	56	1	to	to	PART
esutjss-282	56	2	facilitate	facilitate	VERB
esutjss-282	56	3	these	these	DET
esutjss-282	56	4	activities	activity	NOUN
esutjss-282	56	5	,	,	PUNCT
esutjss-282	56	6	sound	sound	ADJ
esutjss-282	56	7	data	datum	NOUN
esutjss-282	56	8	capture	capture	NOUN
esutjss-282	56	9	and	and	CCONJ
esutjss-282	56	10	analytical	analytical	ADJ
esutjss-282	56	11	capabilities	capability	NOUN
esutjss-282	56	12	are	be	AUX
esutjss-282	56	13	essential	essential	ADJ
esutjss-282	56	14	to	to	PART
esutjss-282	56	15	ensure	ensure	VERB
esutjss-282	56	16	ongoing	ongoing	ADJ
esutjss-282	56	17	monitoring	monitoring	NOUN
esutjss-282	56	18	of	of	ADP
esutjss-282	56	19	risks	risk	NOUN
esutjss-282	56	20	(	(	PUNCT
esutjss-282	56	21	bonera	bonera	NOUN
esutjss-282	56	22	et	et	PROPN
esutjss-282	56	23	al	al	PROPN
esutjss-282	56	24	.	.	PROPN
esutjss-282	56	25	,	,	PUNCT
esutjss-282	56	26	2024	2024	NUM
esutjss-282	56	27	;	;	PUNCT
esutjss-282	56	28	pei	pei	PROPN
esutjss-282	56	29	,	,	PUNCT
esutjss-282	56	30	wen	wen	PROPN
esutjss-282	56	31	,	,	PUNCT
esutjss-282	56	32	&	&	CCONJ
esutjss-282	56	33	pan	pan	PROPN
esutjss-282	56	34	,	,	PUNCT
esutjss-282	56	35	2024	2024	NUM
esutjss-282	56	36	)	)	PUNCT
esutjss-282	56	37	.	.	PUNCT
esutjss-282	57	1	as	as	ADP
esutjss-282	57	2	an	an	DET
esutjss-282	57	3	example	example	NOUN
esutjss-282	57	4	,	,	PUNCT
esutjss-282	57	5	risk	risk	NOUN
esutjss-282	57	6	screening	screen	VERB
esutjss-282	57	7	frameworks	framework	NOUN
esutjss-282	57	8	involving	involve	VERB
esutjss-282	57	9	real	real	ADJ
esutjss-282	57	10	-	-	PUNCT
esutjss-282	57	11	time	time	NOUN
esutjss-282	57	12	traffic	traffic	NOUN
esutjss-282	57	13	and	and	CCONJ
esutjss-282	57	14	crash	crash	NOUN
esutjss-282	57	15	data	datum	NOUN
esutjss-282	57	16	have	have	AUX
esutjss-282	57	17	been	be	AUX
esutjss-282	57	18	found	find	VERB
esutjss-282	57	19	to	to	PART
esutjss-282	57	20	effectively	effectively	ADV
esutjss-282	57	21	decrease	decrease	VERB
esutjss-282	57	22	causalities	causality	NOUN
esutjss-282	57	23	by	by	ADP
esutjss-282	57	24	focusing	focus	VERB
esutjss-282	57	25	on	on	ADP
esutjss-282	57	26	high	high	ADJ
esutjss-282	57	27	-	-	PUNCT
esutjss-282	57	28	risk	risk	NOUN
esutjss-282	57	29	routes	route	NOUN
esutjss-282	57	30	to	to	PART
esutjss-282	57	31	take	take	VERB
esutjss-282	57	32	remedial	remedial	ADJ
esutjss-282	57	33	action	action	NOUN
esutjss-282	57	34	promptly	promptly	ADV
esutjss-282	57	35	.	.	PUNCT
esutjss-282	58	1	conversely	conversely	ADV
esutjss-282	58	2	,	,	PUNCT
esutjss-282	58	3	structural	structural	ADJ
esutjss-282	58	4	factors	factor	NOUN
esutjss-282	58	5	promote	promote	VERB
esutjss-282	58	6	an	an	DET
esutjss-282	58	7	inability	inability	NOUN
esutjss-282	58	8	to	to	PART
esutjss-282	58	9	reproduce	reproduce	VERB
esutjss-282	58	10	these	these	DET
esutjss-282	58	11	successes	success	NOUN
esutjss-282	58	12	in	in	ADP
esutjss-282	58	13	lowand	lowand	ADJ
esutjss-282	58	14	middle	middle	ADJ
esutjss-282	58	15	-	-	PUNCT
esutjss-282	58	16	income	income	NOUN
esutjss-282	58	17	countries	country	NOUN
esutjss-282	58	18	.	.	PUNCT
esutjss-282	59	1	the	the	DET
esutjss-282	59	2	hasty	hasty	ADJ
esutjss-282	59	3	motorization	motorization	NOUN
esutjss-282	59	4	does	do	AUX
esutjss-282	59	5	not	not	PART
esutjss-282	59	6	take	take	VERB
esutjss-282	59	7	into	into	ADP
esutjss-282	59	8	consideration	consideration	NOUN
esutjss-282	59	9	building	build	VERB
esutjss-282	59	10	resilient	resilient	ADJ
esutjss-282	59	11	road	road	NOUN
esutjss-282	59	12	infrastructure	infrastructure	NOUN
esutjss-282	59	13	,	,	PUNCT
esutjss-282	59	14	resulting	result	VERB
esutjss-282	59	15	in	in	ADP
esutjss-282	59	16	the	the	DET
esutjss-282	59	17	traffic	traffic	NOUN
esutjss-282	59	18	volume	volume	NOUN
esutjss-282	59	19	being	be	AUX
esutjss-282	59	20	out	out	ADP
esutjss-282	59	21	of	of	ADP
esutjss-282	59	22	balance	balance	NOUN
esutjss-282	59	23	with	with	ADP
esutjss-282	59	24	the	the	DET
esutjss-282	59	25	road	road	NOUN
esutjss-282	59	26	capacities	capacity	NOUN
esutjss-282	59	27	(	(	PUNCT
esutjss-282	59	28	alli	alli	PROPN
esutjss-282	59	29	,	,	PUNCT
esutjss-282	59	30	aina	aina	PROPN
esutjss-282	59	31	,	,	PUNCT
esutjss-282	59	32	&	&	CCONJ
esutjss-282	59	33	ganiyu	ganiyu	NOUN
esutjss-282	59	34	,	,	PUNCT
esutjss-282	59	35	2023	2023	NUM
esutjss-282	59	36	)	)	PUNCT
esutjss-282	59	37	.	.	PUNCT
esutjss-282	60	1	chand	chand	PROPN
esutjss-282	60	2	,	,	PUNCT
esutjss-282	60	3	jayesh	jayesh	NOUN
esutjss-282	60	4	,	,	PUNCT
esutjss-282	60	5	and	and	CCONJ
esutjss-282	60	6	bhasi	bhasi	NOUN
esutjss-282	60	7	(	(	PUNCT
esutjss-282	60	8	2021	2021	NUM
esutjss-282	60	9	)	)	PUNCT
esutjss-282	60	10	present	present	ADJ
esutjss-282	60	11	data	datum	NOUN
esutjss-282	60	12	fragmentation	fragmentation	NOUN
esutjss-282	60	13	and	and	CCONJ
esutjss-282	60	14	absence	absence	NOUN
esutjss-282	60	15	of	of	ADP
esutjss-282	60	16	common	common	ADJ
esutjss-282	60	17	systems	system	NOUN
esutjss-282	60	18	to	to	PART
esutjss-282	60	19	report	report	VERB
esutjss-282	60	20	accidents	accident	NOUN
esutjss-282	60	21	as	as	ADP
esutjss-282	60	22	a	a	DET
esutjss-282	60	23	barrier	barrier	NOUN
esutjss-282	60	24	to	to	ADP
esutjss-282	60	25	making	make	VERB
esutjss-282	60	26	informed	informed	ADJ
esutjss-282	60	27	safety	safety	NOUN
esutjss-282	60	28	plans	plan	NOUN
esutjss-282	60	29	.	.	PUNCT
esutjss-282	61	1	further	far	ADV
esutjss-282	61	2	,	,	PUNCT
esutjss-282	61	3	road	road	NOUN
esutjss-282	61	4	design	design	NOUN
esutjss-282	61	5	characteristics	characteristic	NOUN
esutjss-282	61	6	,	,	PUNCT
esutjss-282	61	7	including	include	VERB
esutjss-282	61	8	the	the	DET
esutjss-282	61	9	width	width	NOUN
esutjss-282	61	10	of	of	ADP
esutjss-282	61	11	the	the	DET
esutjss-282	61	12	lanes	lane	NOUN
esutjss-282	61	13	,	,	PUNCT
esutjss-282	61	14	illumination	illumination	NOUN
esutjss-282	61	15	,	,	PUNCT
esutjss-282	61	16	road	road	NOUN
esutjss-282	61	17	surface	surface	NOUN
esutjss-282	61	18	,	,	PUNCT
esutjss-282	61	19	and	and	CCONJ
esutjss-282	61	20	road	road	NOUN
esutjss-282	61	21	markings	marking	NOUN
esutjss-282	61	22	all	all	PRON
esutjss-282	61	23	serve	serve	VERB
esutjss-282	61	24	as	as	ADP
esutjss-282	61	25	predictors	predictor	NOUN
esutjss-282	61	26	of	of	ADP
esutjss-282	61	27	accident	accident	NOUN
esutjss-282	61	28	hotspots	hotspot	NOUN
esutjss-282	61	29	consistently	consistently	ADV
esutjss-282	61	30	across	across	ADP
esutjss-282	61	31	under	under	ADV
esutjss-282	61	32	-	-	PUNCT
esutjss-282	61	33	resourced	resource	VERB
esutjss-282	61	34	areas	area	NOUN
esutjss-282	61	35	(	(	PUNCT
esutjss-282	61	36	imamaliev	imamaliev	ADV
esutjss-282	61	37	et	et	PROPN
esutjss-282	61	38	al	al	PROPN
esutjss-282	61	39	.	.	PROPN
esutjss-282	61	40	,	,	PUNCT
esutjss-282	61	41	2021	2021	NUM
esutjss-282	61	42	)	)	PUNCT
esutjss-282	61	43	.	.	PUNCT
esutjss-282	62	1	there	there	PRON
esutjss-282	62	2	is	be	VERB
esutjss-282	62	3	also	also	ADV
esutjss-282	62	4	the	the	DET
esutjss-282	62	5	balance	balance	NOUN
esutjss-282	62	6	between	between	ADP
esutjss-282	62	7	infrastructure	infrastructure	NOUN
esutjss-282	62	8	and	and	CCONJ
esutjss-282	62	9	behavioral	behavioral	ADJ
esutjss-282	62	10	risk	risk	NOUN
esutjss-282	62	11	.	.	PUNCT
esutjss-282	63	1	the	the	DET
esutjss-282	63	2	authors	author	NOUN
esutjss-282	63	3	believe	believe	VERB
esutjss-282	63	4	that	that	SCONJ
esutjss-282	63	5	psycho	psycho	NOUN
esutjss-282	63	6	-	-	PUNCT
esutjss-282	63	7	somatic	somatic	ADJ
esutjss-282	63	8	pressure	pressure	NOUN
esutjss-282	63	9	,	,	PUNCT
esutjss-282	63	10	health	health	NOUN
esutjss-282	63	11	status	status	NOUN
esutjss-282	63	12	,	,	PUNCT
esutjss-282	63	13	and	and	CCONJ
esutjss-282	63	14	road	road	NOUN
esutjss-282	63	15	environmental	environmental	ADJ
esutjss-282	63	16	factors	factor	NOUN
esutjss-282	63	17	interactively	interactively	ADV
esutjss-282	63	18	influence	influence	VERB
esutjss-282	63	19	the	the	DET
esutjss-282	63	20	risk	risk	NOUN
esutjss-282	63	21	of	of	ADP
esutjss-282	63	22	rta	rta	PROPN
esutjss-282	63	23	(	(	PUNCT
esutjss-282	63	24	wang	wang	PROPN
esutjss-282	63	25	et	et	PROPN
esutjss-282	63	26	al	al	PROPN
esutjss-282	63	27	.	.	PROPN
esutjss-282	63	28	,	,	PUNCT
esutjss-282	63	29	2023	2023	NUM
esutjss-282	63	30	)	)	PUNCT
esutjss-282	63	31	.	.	PUNCT
esutjss-282	64	1	take	take	VERB
esutjss-282	64	2	,	,	PUNCT
esutjss-282	64	3	for	for	ADP
esutjss-282	64	4	instance	instance	NOUN
esutjss-282	64	5	,	,	PUNCT
esutjss-282	64	6	slippery	slippery	ADJ
esutjss-282	64	7	ground	ground	NOUN
esutjss-282	64	8	,	,	PUNCT
esutjss-282	64	9	bad	bad	ADJ
esutjss-282	64	10	drainage	drainage	NOUN
esutjss-282	64	11	,	,	PUNCT
esutjss-282	64	12	or	or	CCONJ
esutjss-282	64	13	lack	lack	NOUN
esutjss-282	64	14	of	of	ADP
esutjss-282	64	15	markings	marking	NOUN
esutjss-282	64	16	in	in	ADP
esutjss-282	64	17	the	the	DET
esutjss-282	64	18	intersections	intersection	NOUN
esutjss-282	64	19	do	do	AUX
esutjss-282	64	20	not	not	PART
esutjss-282	64	21	only	only	ADV
esutjss-282	64	22	physical	physical	ADJ
esutjss-282	64	23	defects	defect	NOUN
esutjss-282	64	24	;	;	PUNCT
esutjss-282	64	25	they	they	PRON
esutjss-282	64	26	are	be	AUX
esutjss-282	64	27	fatal	fatal	ADJ
esutjss-282	64	28	additions	addition	NOUN
esutjss-282	64	29	to	to	ADP
esutjss-282	64	30	a	a	DET
esutjss-282	64	31	man	man	NOUN
esutjss-282	64	32	with	with	ADP
esutjss-282	64	33	poor	poor	ADJ
esutjss-282	64	34	judgment	judgment	NOUN
esutjss-282	64	35	and	and	CCONJ
esutjss-282	64	36	over	over	ADP
esutjss-282	64	37	speeding	speeding	NOUN
esutjss-282	64	38	.	.	PUNCT
esutjss-282	65	1	another	another	DET
esutjss-282	65	2	factor	factor	NOUN
esutjss-282	65	3	is	be	AUX
esutjss-282	65	4	the	the	DET
esutjss-282	65	5	situational	situational	ADJ
esutjss-282	65	6	context	context	NOUN
esutjss-282	65	7	,	,	PUNCT
esutjss-282	65	8	either	either	CCONJ
esutjss-282	65	9	in	in	ADP
esutjss-282	65	10	the	the	DET
esutjss-282	65	11	city	city	NOUN
esutjss-282	65	12	or	or	CCONJ
esutjss-282	65	13	the	the	DET
esutjss-282	65	14	countryside	countryside	NOUN
esutjss-282	65	15	.	.	PUNCT
esutjss-282	66	1	roads	road	NOUN
esutjss-282	66	2	in	in	ADP
esutjss-282	66	3	urban	urban	ADJ
esutjss-282	66	4	areas	area	NOUN
esutjss-282	66	5	can	can	AUX
esutjss-282	66	6	be	be	AUX
esutjss-282	66	7	congested	congest	VERB
esutjss-282	66	8	and	and	CCONJ
esutjss-282	66	9	complex	complex	ADJ
esutjss-282	66	10	in	in	ADP
esutjss-282	66	11	terms	term	NOUN
esutjss-282	66	12	of	of	ADP
esutjss-282	66	13	signaling	signal	VERB
esutjss-282	66	14	222	222	NUM
esutjss-282	66	15	whereas	whereas	SCONJ
esutjss-282	66	16	the	the	DET
esutjss-282	66	17	rural	rural	ADJ
esutjss-282	66	18	roads	road	NOUN
esutjss-282	66	19	do	do	AUX
esutjss-282	66	20	not	not	PART
esutjss-282	66	21	have	have	VERB
esutjss-282	66	22	guardrails	guardrail	NOUN
esutjss-282	66	23	,	,	PUNCT
esutjss-282	66	24	lighting	lighting	NOUN
esutjss-282	66	25	or	or	CCONJ
esutjss-282	66	26	any	any	DET
esutjss-282	66	27	sight	sight	NOUN
esutjss-282	66	28	improvement	improvement	NOUN
esutjss-282	66	29	measures	measure	NOUN
esutjss-282	66	30	.	.	PUNCT
esutjss-282	67	1	such	such	ADJ
esutjss-282	67	2	environmental	environmental	ADJ
esutjss-282	67	3	imbalances	imbalance	NOUN
esutjss-282	67	4	require	require	VERB
esutjss-282	67	5	the	the	DET
esutjss-282	67	6	sensitive	sensitive	ADJ
esutjss-282	67	7	context	context	NOUN
esutjss-282	67	8	-	-	PUNCT
esutjss-282	67	9	based	base	VERB
esutjss-282	67	10	infrastructure	infrastructure	NOUN
esutjss-282	67	11	solution	solution	NOUN
esutjss-282	67	12	.	.	PUNCT
esutjss-282	68	1	concerns	concern	NOUN
esutjss-282	68	2	of	of	ADP
esutjss-282	68	3	accident	accident	NOUN
esutjss-282	68	4	prevention	prevention	NOUN
esutjss-282	68	5	and	and	CCONJ
esutjss-282	68	6	prediction	prediction	NOUN
esutjss-282	68	7	have	have	AUX
esutjss-282	68	8	been	be	AUX
esutjss-282	68	9	provided	provide	VERB
esutjss-282	68	10	with	with	ADP
esutjss-282	68	11	new	new	ADJ
esutjss-282	68	12	opportunities	opportunity	NOUN
esutjss-282	68	13	offered	offer	VERB
esutjss-282	68	14	by	by	ADP
esutjss-282	68	15	technological	technological	ADJ
esutjss-282	68	16	progress	progress	NOUN
esutjss-282	68	17	.	.	PUNCT
esutjss-282	69	1	huang	huang	PROPN
esutjss-282	69	2	,	,	PUNCT
esutjss-282	69	3	wang	wang	PROPN
esutjss-282	69	4	,	,	PUNCT
esutjss-282	69	5	and	and	CCONJ
esutjss-282	69	6	sharma	sharma	PROPN
esutjss-282	69	7	(	(	PUNCT
esutjss-282	69	8	2020	2020	NUM
esutjss-282	69	9	)	)	PUNCT
esutjss-282	69	10	and	and	CCONJ
esutjss-282	69	11	pei	pei	PROPN
esutjss-282	69	12	,	,	PUNCT
esutjss-282	69	13	wen	wen	PROPN
esutjss-282	69	14	,	,	PUNCT
esutjss-282	69	15	and	and	CCONJ
esutjss-282	69	16	pan	pan	NOUN
esutjss-282	69	17	(	(	PUNCT
esutjss-282	69	18	2024	2024	NUM
esutjss-282	69	19	)	)	PUNCT
esutjss-282	69	20	emphasize	emphasize	VERB
esutjss-282	69	21	the	the	DET
esutjss-282	69	22	ability	ability	NOUN
esutjss-282	69	23	to	to	PART
esutjss-282	69	24	identify	identify	VERB
esutjss-282	69	25	central	central	ADJ
esutjss-282	69	26	predictors	predictor	NOUN
esutjss-282	69	27	of	of	ADP
esutjss-282	69	28	accidents	accident	NOUN
esutjss-282	69	29	in	in	ADP
esutjss-282	69	30	massive	massive	ADJ
esutjss-282	69	31	telemetry	telemetry	NOUN
esutjss-282	69	32	and	and	CCONJ
esutjss-282	69	33	sensor	sensor	NOUN
esutjss-282	69	34	databases	database	NOUN
esutjss-282	69	35	using	use	VERB
esutjss-282	69	36	deep	deep	ADJ
esutjss-282	69	37	learning	learning	NOUN
esutjss-282	69	38	and	and	CCONJ
esutjss-282	69	39	explainable	explainable	ADJ
esutjss-282	69	40	ai	ai	NOUN
esutjss-282	69	41	models	model	NOUN
esutjss-282	69	42	.	.	PUNCT
esutjss-282	70	1	the	the	DET
esutjss-282	70	2	adoption	adoption	NOUN
esutjss-282	70	3	of	of	ADP
esutjss-282	70	4	these	these	DET
esutjss-282	70	5	systems	system	NOUN
esutjss-282	70	6	is	be	AUX
esutjss-282	70	7	nevertheless	nevertheless	ADV
esutjss-282	70	8	patchy	patchy	ADJ
esutjss-282	70	9	,	,	PUNCT
esutjss-282	70	10	as	as	SCONJ
esutjss-282	70	11	developing	develop	VERB
esutjss-282	70	12	countries	country	NOUN
esutjss-282	70	13	do	do	AUX
esutjss-282	70	14	not	not	PART
esutjss-282	70	15	have	have	VERB
esutjss-282	70	16	the	the	DET
esutjss-282	70	17	digital	digital	ADJ
esutjss-282	70	18	networks	network	NOUN
esutjss-282	70	19	and	and	CCONJ
esutjss-282	70	20	institutional	institutional	ADJ
esutjss-282	70	21	capacity	capacity	NOUN
esutjss-282	70	22	to	to	PART
esutjss-282	70	23	implement	implement	VERB
esutjss-282	70	24	them	they	PRON
esutjss-282	70	25	successfully	successfully	ADV
esutjss-282	70	26	.	.	PUNCT
esutjss-282	71	1	nigerian	nigerian	ADJ
esutjss-282	71	2	road	road	NOUN
esutjss-282	71	3	infrastructure	infrastructure	NOUN
esutjss-282	71	4	and	and	CCONJ
esutjss-282	71	5	traffic	traffic	NOUN
esutjss-282	71	6	accidents	accident	NOUN
esutjss-282	71	7	road	road	NOUN
esutjss-282	71	8	traffic	traffic	NOUN
esutjss-282	71	9	crashes	crash	NOUN
esutjss-282	71	10	(	(	PUNCT
esutjss-282	71	11	rtcs	rtcs	NOUN
esutjss-282	71	12	)	)	PUNCT
esutjss-282	71	13	form	form	NOUN
esutjss-282	71	14	one	one	NUM
esutjss-282	71	15	of	of	ADP
esutjss-282	71	16	the	the	DET
esutjss-282	71	17	most	most	ADV
esutjss-282	71	18	severe	severe	ADJ
esutjss-282	71	19	crises	crisis	NOUN
esutjss-282	71	20	of	of	ADP
esutjss-282	71	21	public	public	ADJ
esutjss-282	71	22	health	health	NOUN
esutjss-282	71	23	,	,	PUNCT
esutjss-282	71	24	developing	developing	NOUN
esutjss-282	71	25	,	,	PUNCT
esutjss-282	71	26	and	and	CCONJ
esutjss-282	71	27	economic	economic	ADJ
esutjss-282	71	28	crises	crisis	NOUN
esutjss-282	71	29	in	in	ADP
esutjss-282	71	30	nigeria	nigeria	PROPN
esutjss-282	71	31	having	having	AUX
esutjss-282	71	32	always	always	ADV
esutjss-282	71	33	been	be	AUX
esutjss-282	71	34	a	a	DET
esutjss-282	71	35	leading	lead	VERB
esutjss-282	71	36	cause	cause	NOUN
esutjss-282	71	37	of	of	ADP
esutjss-282	71	38	untimely	untimely	ADJ
esutjss-282	71	39	deaths	death	NOUN
esutjss-282	71	40	and	and	CCONJ
esutjss-282	71	41	morbidity	morbidity	NOUN
esutjss-282	71	42	.	.	PUNCT
esutjss-282	72	1	such	such	ADJ
esutjss-282	72	2	suffering	suffering	NOUN
esutjss-282	72	3	and	and	CCONJ
esutjss-282	72	4	suffering	suffering	NOUN
esutjss-282	72	5	are	be	AUX
esutjss-282	72	6	not	not	PART
esutjss-282	72	7	only	only	ADV
esutjss-282	72	8	inhuman	inhuman	ADJ
esutjss-282	72	9	consequences	consequence	NOUN
esutjss-282	72	10	related	relate	VERB
esutjss-282	72	11	to	to	ADP
esutjss-282	72	12	the	the	DET
esutjss-282	72	13	number	number	NOUN
esutjss-282	72	14	of	of	ADP
esutjss-282	72	15	people	people	NOUN
esutjss-282	72	16	killed	kill	VERB
esutjss-282	72	17	,	,	PUNCT
esutjss-282	72	18	lives	life	NOUN
esutjss-282	72	19	ruined	ruin	VERB
esutjss-282	72	20	,	,	PUNCT
esutjss-282	72	21	persons	person	NOUN
esutjss-282	72	22	permanently	permanently	ADV
esutjss-282	72	23	handicapped	handicapped	ADJ
esutjss-282	72	24	,	,	PUNCT
esutjss-282	72	25	and	and	CCONJ
esutjss-282	72	26	psychological	psychological	ADJ
esutjss-282	72	27	shocks	shock	NOUN
esutjss-282	72	28	to	to	ADP
esutjss-282	72	29	the	the	DET
esutjss-282	72	30	affected	affected	ADJ
esutjss-282	72	31	individuals	individual	NOUN
esutjss-282	72	32	,	,	PUNCT
esutjss-282	72	33	but	but	CCONJ
esutjss-282	72	34	also	also	ADV
esutjss-282	72	35	present	present	VERB
esutjss-282	72	36	an	an	DET
esutjss-282	72	37	enormous	enormous	ADJ
esutjss-282	72	38	economic	economic	ADJ
esutjss-282	72	39	burden	burden	NOUN
esutjss-282	72	40	on	on	ADP
esutjss-282	72	41	productivity	productivity	NOUN
esutjss-282	72	42	,	,	PUNCT
esutjss-282	72	43	health	health	NOUN
esutjss-282	72	44	care	care	NOUN
esutjss-282	72	45	sectors	sector	NOUN
esutjss-282	72	46	,	,	PUNCT
esutjss-282	72	47	and	and	CCONJ
esutjss-282	72	48	insurance	insurance	NOUN
esutjss-282	72	49	provided	provide	VERB
esutjss-282	72	50	in	in	ADP
esutjss-282	72	51	society	society	NOUN
esutjss-282	72	52	as	as	ADV
esutjss-282	72	53	well	well	ADV
esutjss-282	72	54	as	as	ADP
esutjss-282	72	55	transport	transport	NOUN
esutjss-282	72	56	logistics	logistic	NOUN
esutjss-282	72	57	(	(	PUNCT
esutjss-282	72	58	noah	noah	PROPN
esutjss-282	72	59	,	,	PUNCT
esutjss-282	72	60	2025	2025	NUM
esutjss-282	72	61	;	;	PUNCT
esutjss-282	72	62	tandrayen	tandrayen	NOUN
esutjss-282	72	63	-	-	PUNCT
esutjss-282	72	64	ragoobur	ragoobur	NOUN
esutjss-282	72	65	,	,	PUNCT
esutjss-282	72	66	2025	2025	NUM
esutjss-282	72	67	;	;	PUNCT
esutjss-282	72	68	afolabi	afolabi	NOUN
esutjss-282	72	69	&	&	CCONJ
esutjss-282	72	70	gbadamosi	gbadamosi	NOUN
esutjss-282	72	71	,	,	PUNCT
esutjss-282	72	72	2017	2017	NUM
esutjss-282	72	73	)	)	PUNCT
esutjss-282	72	74	.	.	PUNCT
esutjss-282	73	1	since	since	SCONJ
esutjss-282	73	2	nigeria	nigeria	PROPN
esutjss-282	73	3	moves	move	VERB
esutjss-282	73	4	on	on	ADP
esutjss-282	73	5	to	to	ADP
esutjss-282	73	6	its	its	PRON
esutjss-282	73	7	national	national	ADJ
esutjss-282	73	8	development	development	NOUN
esutjss-282	73	9	agenda	agenda	NOUN
esutjss-282	73	10	,	,	PUNCT
esutjss-282	73	11	it	it	PRON
esutjss-282	73	12	becomes	become	VERB
esutjss-282	73	13	increasingly	increasingly	ADV
esutjss-282	73	14	imperative	imperative	ADJ
esutjss-282	73	15	to	to	PART
esutjss-282	73	16	analyze	analyze	VERB
esutjss-282	73	17	and	and	CCONJ
esutjss-282	73	18	comprehensively	comprehensively	ADV
esutjss-282	73	19	conceptualise	conceptualise	VERB
esutjss-282	73	20	the	the	DET
esutjss-282	73	21	multiple	multiple	ADJ
esutjss-282	73	22	causalities	causality	NOUN
esutjss-282	73	23	of	of	ADP
esutjss-282	73	24	rtcs	rtcs	NOUN
esutjss-282	73	25	in	in	ADP
esutjss-282	73	26	an	an	DET
esutjss-282	73	27	attempt	attempt	NOUN
esutjss-282	73	28	to	to	PART
esutjss-282	73	29	think	think	VERB
esutjss-282	73	30	systematically	systematically	ADV
esutjss-282	73	31	.	.	PUNCT
esutjss-282	74	1	recent	recent	ADJ
esutjss-282	74	2	empirical	empirical	ADJ
esutjss-282	74	3	research	research	NOUN
esutjss-282	74	4	findings	finding	NOUN
esutjss-282	74	5	have	have	AUX
esutjss-282	74	6	shed	shed	VERB
esutjss-282	74	7	critical	critical	ADJ
esutjss-282	74	8	light	light	NOUN
esutjss-282	74	9	on	on	ADP
esutjss-282	74	10	the	the	DET
esutjss-282	74	11	regional	regional	ADJ
esutjss-282	74	12	and	and	CCONJ
esutjss-282	74	13	systemic	systemic	ADJ
esutjss-282	74	14	aspects	aspect	NOUN
esutjss-282	74	15	of	of	ADP
esutjss-282	74	16	road	road	NOUN
esutjss-282	74	17	crashes	crash	NOUN
esutjss-282	74	18	in	in	ADP
esutjss-282	74	19	nigeria	nigeria	PROPN
esutjss-282	74	20	.	.	PUNCT
esutjss-282	75	1	specifically	specifically	ADV
esutjss-282	75	2	,	,	PUNCT
esutjss-282	75	3	awoniyi	awoniyi	VERB
esutjss-282	75	4	et	et	PROPN
esutjss-282	75	5	al	al	PROPN
esutjss-282	75	6	.	.	PROPN
esutjss-282	76	1	(	(	PUNCT
esutjss-282	76	2	2022	2022	NUM
esutjss-282	76	3	)	)	PUNCT
esutjss-282	76	4	employed	employ	VERB
esutjss-282	76	5	disaggregated	disaggregate	VERB
esutjss-282	76	6	national	national	ADJ
esutjss-282	76	7	data	datum	NOUN
esutjss-282	76	8	in	in	ADP
esutjss-282	76	9	a	a	DET
esutjss-282	76	10	longitudinal	longitudinal	ADJ
esutjss-282	76	11	trend	trend	NOUN
esutjss-282	76	12	analysis	analysis	NOUN
esutjss-282	76	13	of	of	ADP
esutjss-282	76	14	rtcs	rtcs	NOUN
esutjss-282	76	15	and	and	CCONJ
esutjss-282	76	16	established	establish	VERB
esutjss-282	76	17	the	the	DET
esutjss-282	76	18	intensification	intensification	NOUN
esutjss-282	76	19	of	of	ADP
esutjss-282	76	20	the	the	DET
esutjss-282	76	21	prevalence	prevalence	NOUN
esutjss-282	76	22	and	and	CCONJ
esutjss-282	76	23	severity	severity	NOUN
esutjss-282	76	24	of	of	ADP
esutjss-282	76	25	crashes	crash	NOUN
esutjss-282	76	26	in	in	ADP
esutjss-282	76	27	recent	recent	ADJ
esutjss-282	76	28	years	year	NOUN
esutjss-282	76	29	,	,	PUNCT
esutjss-282	76	30	especially	especially	ADV
esutjss-282	76	31	in	in	ADP
esutjss-282	76	32	the	the	DET
esutjss-282	76	33	southern	southern	ADJ
esutjss-282	76	34	geopolitical	geopolitical	ADJ
esutjss-282	76	35	zones	zone	NOUN
esutjss-282	76	36	.	.	PUNCT
esutjss-282	77	1	their	their	PRON
esutjss-282	77	2	results	result	NOUN
esutjss-282	77	3	reflect	reflect	VERB
esutjss-282	77	4	the	the	DET
esutjss-282	77	5	geographical	geographical	ADJ
esutjss-282	77	6	differences	difference	NOUN
esutjss-282	77	7	also	also	ADV
esutjss-282	77	8	noticed	notice	VERB
esutjss-282	77	9	by	by	ADP
esutjss-282	77	10	ezeibe	ezeibe	PROPN
esutjss-282	77	11	et	et	PROPN
esutjss-282	77	12	al	al	PROPN
esutjss-282	77	13	.	.	PROPN
esutjss-282	78	1	(	(	PUNCT
esutjss-282	78	2	2019	2019	NUM
esutjss-282	78	3	)	)	PUNCT
esutjss-282	78	4	,	,	PUNCT
esutjss-282	78	5	who	who	PRON
esutjss-282	78	6	point	point	VERB
esutjss-282	78	7	at	at	ADP
esutjss-282	78	8	the	the	DET
esutjss-282	78	9	infrastructural	infrastructural	ADJ
esutjss-282	78	10	insufficiencies	insufficiency	NOUN
esutjss-282	78	11	,	,	PUNCT
esutjss-282	78	12	namely	namely	ADV
esutjss-282	78	13	traffic	traffic	NOUN
esutjss-282	78	14	-	-	PUNCT
esutjss-282	78	15	sign	sign	NOUN
esutjss-282	78	16	shortages	shortage	NOUN
esutjss-282	78	17	,	,	PUNCT
esutjss-282	78	18	to	to	PART
esutjss-282	78	19	contribute	contribute	VERB
esutjss-282	78	20	to	to	ADP
esutjss-282	78	21	the	the	DET
esutjss-282	78	22	increased	increase	VERB
esutjss-282	78	23	rate	rate	NOUN
esutjss-282	78	24	of	of	ADP
esutjss-282	78	25	crash	crash	NOUN
esutjss-282	78	26	occurrences	occurrence	NOUN
esutjss-282	78	27	in	in	ADP
esutjss-282	78	28	southeastern	southeastern	ADJ
esutjss-282	78	29	corridors	corridor	NOUN
esutjss-282	78	30	.	.	PUNCT
esutjss-282	79	1	a	a	DET
esutjss-282	79	2	similar	similar	ADJ
esutjss-282	79	3	idea	idea	NOUN
esutjss-282	79	4	was	be	AUX
esutjss-282	79	5	supported	support	VERB
esutjss-282	79	6	by	by	ADP
esutjss-282	79	7	a	a	DET
esutjss-282	79	8	recent	recent	ADJ
esutjss-282	79	9	study	study	NOUN
esutjss-282	79	10	performed	perform	VERB
esutjss-282	79	11	with	with	ADP
esutjss-282	79	12	the	the	DET
esutjss-282	79	13	use	use	NOUN
esutjss-282	79	14	of	of	ADP
esutjss-282	79	15	six	six	NUM
esutjss-282	79	16	sigma	sigma	NOUN
esutjss-282	79	17	(	(	PUNCT
esutjss-282	79	18	dmaic	dmaic	ADJ
esutjss-282	79	19	)	)	PUNCT
esutjss-282	79	20	analytical	analytical	ADJ
esutjss-282	79	21	method	method	NOUN
esutjss-282	79	22	on	on	ADP
esutjss-282	79	23	rtc	rtc	PROPN
esutjss-282	79	24	causation	causation	NOUN
esutjss-282	79	25	across	across	ADP
esutjss-282	79	26	the	the	DET
esutjss-282	79	27	southsouth	southsouth	NOUN
esutjss-282	79	28	and	and	CCONJ
esutjss-282	79	29	southeast	southeast	ADJ
esutjss-282	79	30	regions	region	NOUN
esutjss-282	79	31	of	of	ADP
esutjss-282	79	32	nigeria	nigeria	PROPN
esutjss-282	79	33	,	,	PUNCT
esutjss-282	79	34	which	which	PRON
esutjss-282	79	35	revealed	reveal	VERB
esutjss-282	79	36	significant	significant	ADJ
esutjss-282	79	37	geographic	geographic	ADJ
esutjss-282	79	38	disparities	disparity	NOUN
esutjss-282	79	39	in	in	ADP
esutjss-282	79	40	accidents	accident	NOUN
esutjss-282	79	41	outcomes	outcome	NOUN
esutjss-282	79	42	reported	report	VERB
esutjss-282	79	43	during	during	ADP
esutjss-282	79	44	20202023	20202023	NUM
esutjss-282	79	45	periods	period	NOUN
esutjss-282	79	46	.	.	PUNCT
esutjss-282	80	1	the	the	DET
esutjss-282	80	2	south	south	PROPN
esutjss-282	80	3	-	-	PUNCT
esutjss-282	80	4	south	south	NOUN
esutjss-282	80	5	area	area	NOUN
esutjss-282	80	6	had	have	VERB
esutjss-282	80	7	a	a	DET
esutjss-282	80	8	much	much	ADV
esutjss-282	80	9	higher	high	ADJ
esutjss-282	80	10	percentage	percentage	NOUN
esutjss-282	80	11	of	of	ADP
esutjss-282	80	12	crashes	crash	NOUN
esutjss-282	80	13	that	that	PRON
esutjss-282	80	14	were	be	AUX
esutjss-282	80	15	fatal	fatal	ADJ
esutjss-282	80	16	,	,	PUNCT
esutjss-282	80	17	17.5	17.5	NUM
esutjss-282	80	18	percent	percent	NOUN
esutjss-282	80	19	of	of	ADP
esutjss-282	80	20	total	total	ADJ
esutjss-282	80	21	incidents	incident	NOUN
esutjss-282	80	22	as	as	SCONJ
esutjss-282	80	23	compared	compare	VERB
esutjss-282	80	24	to	to	ADP
esutjss-282	80	25	14.4	14.4	NUM
esutjss-282	80	26	percent	percent	NOUN
esutjss-282	80	27	in	in	ADP
esutjss-282	80	28	the	the	DET
esutjss-282	80	29	southeast	southeast	NOUN
esutjss-282	80	30	.	.	PUNCT
esutjss-282	81	1	these	these	DET
esutjss-282	81	2	geographic	geographic	ADJ
esutjss-282	81	3	areas	area	NOUN
esutjss-282	81	4	were	be	AUX
esutjss-282	81	5	similar	similar	ADJ
esutjss-282	81	6	in	in	ADP
esutjss-282	81	7	terms	term	NOUN
esutjss-282	81	8	of	of	ADP
esutjss-282	81	9	terrain	terrain	NOUN
esutjss-282	81	10	and	and	CCONJ
esutjss-282	81	11	people	people	NOUN
esutjss-282	81	12	but	but	CCONJ
esutjss-282	81	13	displayed	display	VERB
esutjss-282	81	14	considerable	considerable	ADJ
esutjss-282	81	15	completions	completion	NOUN
esutjss-282	81	16	in	in	ADP
esutjss-282	81	17	case	case	NOUN
esutjss-282	81	18	fatality	fatality	NOUN
esutjss-282	81	19	and	and	CCONJ
esutjss-282	81	20	severity	severity	NOUN
esutjss-282	81	21	of	of	ADP
esutjss-282	81	22	injury	injury	NOUN
esutjss-282	81	23	,	,	PUNCT
esutjss-282	81	24	highlighting	highlight	VERB
esutjss-282	81	25	the	the	DET
esutjss-282	81	26	roles	role	NOUN
esutjss-282	81	27	played	play	VERB
esutjss-282	81	28	by	by	ADP
esutjss-282	81	29	region	region	NOUN
esutjss-282	81	30	-	-	PUNCT
esutjss-282	81	31	specific	specific	ADJ
esutjss-282	81	32	infrastructural	infrastructural	ADJ
esutjss-282	81	33	,	,	PUNCT
esutjss-282	81	34	behavioral	behavioral	ADJ
esutjss-282	81	35	,	,	PUNCT
esutjss-282	81	36	and	and	CCONJ
esutjss-282	81	37	enforcement	enforcement	NOUN
esutjss-282	81	38	dynamics	dynamic	NOUN
esutjss-282	81	39	in	in	ADP
esutjss-282	81	40	exposure	exposure	NOUN
esutjss-282	81	41	to	to	ADP
esutjss-282	81	42	accidents	accident	NOUN
esutjss-282	81	43	(	(	PUNCT
esutjss-282	81	44	bayode	bayode	NOUN
esutjss-282	81	45	,	,	PUNCT
esutjss-282	81	46	aderinola	aderinola	PROPN
esutjss-282	81	47	,	,	PUNCT
esutjss-282	81	48	&	&	CCONJ
esutjss-282	81	49	oluyemi	oluyemi	ADJ
esutjss-282	81	50	-	-	PUNCT
esutjss-282	81	51	ayibiowu	ayibiowu	ADJ
esutjss-282	81	52	,	,	PUNCT
esutjss-282	81	53	2025	2025	NUM
esutjss-282	81	54	;	;	PUNCT
esutjss-282	81	55	kenneth	kenneth	PROPN
esutjss-282	81	56	,	,	PUNCT
esutjss-282	81	57	2021	2021	NUM
esutjss-282	81	58	)	)	PUNCT
esutjss-282	81	59	.	.	PUNCT
esutjss-282	82	1	most	most	ADV
esutjss-282	82	2	importantly	importantly	ADV
esutjss-282	82	3	,	,	PUNCT
esutjss-282	82	4	these	these	DET
esutjss-282	82	5	studies	study	NOUN
esutjss-282	82	6	all	all	DET
esutjss-282	82	7	point	point	VERB
esutjss-282	82	8	to	to	ADP
esutjss-282	82	9	a	a	DET
esutjss-282	82	10	single	single	ADJ
esutjss-282	82	11	,	,	PUNCT
esutjss-282	82	12	dominant	dominant	ADJ
esutjss-282	82	13	causative	causative	ADJ
esutjss-282	82	14	factor	factor	NOUN
esutjss-282	82	15	,	,	PUNCT
esutjss-282	82	16	which	which	PRON
esutjss-282	82	17	is	be	AUX
esutjss-282	82	18	speeding	speed	VERB
esutjss-282	82	19	violations	violation	NOUN
esutjss-282	82	20	.	.	PUNCT
esutjss-282	83	1	throughout	throughout	ADP
esutjss-282	83	2	the	the	DET
esutjss-282	83	3	dataset	dataset	NOUN
esutjss-282	83	4	,	,	PUNCT
esutjss-282	83	5	speeding	speed	VERB
esutjss-282	83	6	as	as	ADP
esutjss-282	83	7	an	an	DET
esutjss-282	83	8	isolated	isolated	ADJ
esutjss-282	83	9	cause	cause	NOUN
esutjss-282	83	10	of	of	ADP
esutjss-282	83	11	crashes	crash	NOUN
esutjss-282	83	12	comprised	comprise	VERB
esutjss-282	83	13	more	more	ADJ
esutjss-282	83	14	than	than	ADP
esutjss-282	83	15	a	a	DET
esutjss-282	83	16	third	third	NOUN
esutjss-282	83	17	of	of	ADP
esutjss-282	83	18	total	total	ADJ
esutjss-282	83	19	accidents	accident	NOUN
esutjss-282	83	20	and	and	CCONJ
esutjss-282	83	21	exceeded	exceed	VERB
esutjss-282	83	22	half	half	NOUN
esutjss-282	83	23	of	of	ADP
esutjss-282	83	24	the	the	DET
esutjss-282	83	25	crash	crash	NOUN
esutjss-282	83	26	record	record	NOUN
esutjss-282	83	27	in	in	ADP
esutjss-282	83	28	certain	certain	ADJ
esutjss-282	83	29	locations	location	NOUN
esutjss-282	83	30	(	(	PUNCT
esutjss-282	83	31	uzondu	uzondu	NOUN
esutjss-282	83	32	,	,	PUNCT
esutjss-282	83	33	jamson	jamson	PROPN
esutjss-282	83	34	,	,	PUNCT
esutjss-282	83	35	&	&	CCONJ
esutjss-282	83	36	marsden	marsden	PROPN
esutjss-282	83	37	,	,	PUNCT
esutjss-282	83	38	2022	2022	NUM
esutjss-282	83	39	;	;	PUNCT
esutjss-282	83	40	mahmud	mahmud	PROPN
esutjss-282	83	41	,	,	PUNCT
esutjss-282	83	42	ogunlana	ogunlana	PROPN
esutjss-282	83	43	,	,	PUNCT
esutjss-282	83	44	&	&	CCONJ
esutjss-282	83	45	hong	hong	PROPN
esutjss-282	83	46	,	,	PUNCT
esutjss-282	83	47	2021	2021	NUM
esutjss-282	83	48	)	)	PUNCT
esutjss-282	83	49	.	.	PUNCT
esutjss-282	84	1	this	this	PRON
esutjss-282	84	2	is	be	AUX
esutjss-282	84	3	not	not	PART
esutjss-282	84	4	only	only	ADV
esutjss-282	84	5	an	an	DET
esutjss-282	84	6	indication	indication	NOUN
esutjss-282	84	7	of	of	ADP
esutjss-282	84	8	driving	drive	VERB
esutjss-282	84	9	recklessness	recklessness	NOUN
esutjss-282	84	10	by	by	ADP
esutjss-282	84	11	individuals	individual	NOUN
esutjss-282	84	12	,	,	PUNCT
esutjss-282	84	13	but	but	CCONJ
esutjss-282	84	14	also	also	ADV
esutjss-282	84	15	indicative	indicative	ADJ
esutjss-282	84	16	of	of	ADP
esutjss-282	84	17	the	the	DET
esutjss-282	84	18	regulatory	regulatory	ADJ
esutjss-282	84	19	and	and	CCONJ
esutjss-282	84	20	infrastructural	infrastructural	ADJ
esutjss-282	84	21	failure	failure	NOUN
esutjss-282	84	22	of	of	ADP
esutjss-282	84	23	the	the	DET
esutjss-282	84	24	system	system	NOUN
esutjss-282	84	25	such	such	ADJ
esutjss-282	84	26	as	as	ADP
esutjss-282	84	27	poor	poor	ADJ
esutjss-282	84	28	speed	speed	NOUN
esutjss-282	84	29	calming	calm	VERB
esutjss-282	84	30	infrastructure	infrastructure	NOUN
esutjss-282	84	31	,	,	PUNCT
esutjss-282	84	32	the	the	DET
esutjss-282	84	33	lack	lack	NOUN
esutjss-282	84	34	of	of	ADP
esutjss-282	84	35	surveillance	surveillance	NOUN
esutjss-282	84	36	technology	technology	NOUN
esutjss-282	84	37	and	and	CCONJ
esutjss-282	84	38	the	the	DET
esutjss-282	84	39	lack	lack	NOUN
esutjss-282	84	40	of	of	ADP
esutjss-282	84	41	police	police	NOUN
esutjss-282	84	42	manpower	manpower	NOUN
esutjss-282	84	43	.	.	PUNCT
esutjss-282	85	1	the	the	DET
esutjss-282	85	2	federal	federal	ADJ
esutjss-282	85	3	road	road	PROPN
esutjss-282	85	4	safety	safety	NOUN
esutjss-282	85	5	corps	corps	NOUN
esutjss-282	85	6	(	(	PUNCT
esutjss-282	85	7	frsc	frsc	NOUN
esutjss-282	85	8	)	)	PUNCT
esutjss-282	85	9	,	,	PUNCT
esutjss-282	85	10	nigeria	nigeria	PROPN
esutjss-282	85	11	's	's	PART
esutjss-282	85	12	statutory	statutory	ADJ
esutjss-282	85	13	road	road	PROPN
esutjss-282	85	14	safety	safety	NOUN
esutjss-282	85	15	agency	agency	NOUN
esutjss-282	85	16	,	,	PUNCT
esutjss-282	85	17	continues	continue	VERB
esutjss-282	85	18	to	to	PART
esutjss-282	85	19	issue	issue	VERB
esutjss-282	85	20	quarterly	quarterly	ADJ
esutjss-282	85	21	statistics	statistic	NOUN
esutjss-282	85	22	revealing	reveal	VERB
esutjss-282	85	23	a	a	DET
esutjss-282	85	24	persistently	persistently	ADV
esutjss-282	85	25	high	high	ADJ
esutjss-282	85	26	incidence	incidence	NOUN
esutjss-282	85	27	of	of	ADP
esutjss-282	85	28	crashes	crash	NOUN
esutjss-282	85	29	.	.	PUNCT
esutjss-282	86	1	case	case	NOUN
esutjss-282	86	2	in	in	ADP
esutjss-282	86	3	point	point	NOUN
esutjss-282	86	4	,	,	PUNCT
esutjss-282	86	5	during	during	ADP
esutjss-282	86	6	the	the	DET
esutjss-282	86	7	first	first	ADJ
esutjss-282	86	8	quarter	quarter	NOUN
esutjss-282	86	9	of	of	ADP
esutjss-282	86	10	2025	2025	NUM
esutjss-282	86	11	,	,	PUNCT
esutjss-282	86	12	the	the	DET
esutjss-282	86	13	frsc	frsc	NOUN
esutjss-282	86	14	noted	note	VERB
esutjss-282	86	15	2,650	2,650	NUM
esutjss-282	86	16	rtcs	rtcs	NOUN
esutjss-282	86	17	leading	lead	VERB
esutjss-282	86	18	to	to	ADP
esutjss-282	86	19	1,593	1,593	NUM
esutjss-282	86	20	deaths	death	NOUN
esutjss-282	86	21	,	,	PUNCT
esutjss-282	86	22	levels	level	NOUN
esutjss-282	86	23	223	223	NUM
esutjss-282	86	24	that	that	PRON
esutjss-282	86	25	indicate	indicate	VERB
esutjss-282	86	26	a	a	DET
esutjss-282	86	27	national	national	ADJ
esutjss-282	86	28	emergency	emergency	NOUN
esutjss-282	86	29	(	(	PUNCT
esutjss-282	86	30	atubi	atubi	NOUN
esutjss-282	86	31	,	,	PUNCT
esutjss-282	86	32	2021	2021	NUM
esutjss-282	86	33	;	;	PUNCT
esutjss-282	87	1	mohammed	mohammed	PROPN
esutjss-282	87	2	et	et	PROPN
esutjss-282	87	3	al	al	PROPN
esutjss-282	87	4	.	.	PROPN
esutjss-282	87	5	,	,	PUNCT
esutjss-282	87	6	2019	2019	NUM
esutjss-282	87	7	)	)	PUNCT
esutjss-282	87	8	.	.	PUNCT
esutjss-282	88	1	these	these	DET
esutjss-282	88	2	statistics	statistic	NOUN
esutjss-282	88	3	underscore	underscore	VERB
esutjss-282	88	4	the	the	DET
esutjss-282	88	5	idea	idea	NOUN
esutjss-282	88	6	that	that	SCONJ
esutjss-282	88	7	interventions	intervention	NOUN
esutjss-282	88	8	to	to	ADP
esutjss-282	88	9	date	date	NOUN
esutjss-282	88	10	have	have	AUX
esutjss-282	88	11	lacked	lack	VERB
esutjss-282	88	12	systemic	systemic	ADJ
esutjss-282	88	13	traction	traction	NOUN
esutjss-282	88	14	or	or	CCONJ
esutjss-282	88	15	sustainability	sustainability	NOUN
esutjss-282	88	16	,	,	PUNCT
esutjss-282	88	17	and	and	CCONJ
esutjss-282	88	18	questions	question	VERB
esutjss-282	88	19	institutional	institutional	ADJ
esutjss-282	88	20	capacity	capacity	NOUN
esutjss-282	88	21	,	,	PUNCT
esutjss-282	88	22	coordination	coordination	NOUN
esutjss-282	88	23	,	,	PUNCT
esutjss-282	88	24	and	and	CCONJ
esutjss-282	88	25	accountability	accountability	NOUN
esutjss-282	88	26	mechanisms	mechanism	NOUN
esutjss-282	88	27	.	.	PUNCT
esutjss-282	89	1	besides	besides	SCONJ
esutjss-282	89	2	human	human	ADJ
esutjss-282	89	3	costs	cost	NOUN
esutjss-282	89	4	,	,	PUNCT
esutjss-282	89	5	the	the	DET
esutjss-282	89	6	economic	economic	ADJ
esutjss-282	89	7	impact	impact	NOUN
esutjss-282	89	8	is	be	AUX
esutjss-282	89	9	far	far	ADV
esutjss-282	89	10	-	-	PUNCT
esutjss-282	89	11	reaching	reach	VERB
esutjss-282	89	12	.	.	PUNCT
esutjss-282	90	1	according	accord	VERB
esutjss-282	90	2	to	to	ADP
esutjss-282	90	3	sbm	sbm	PROPN
esutjss-282	90	4	intelligence	intelligence	PROPN
esutjss-282	90	5	(	(	PUNCT
esutjss-282	90	6	2025	2025	NUM
esutjss-282	90	7	)	)	PUNCT
esutjss-282	90	8	and	and	CCONJ
esutjss-282	90	9	intertransport	intertransport	NOUN
esutjss-282	90	10	(	(	PUNCT
esutjss-282	90	11	2025	2025	NUM
esutjss-282	90	12	)	)	PUNCT
esutjss-282	90	13	,	,	PUNCT
esutjss-282	90	14	negative	negative	ADJ
esutjss-282	90	15	road	road	NOUN
esutjss-282	90	16	infrastructure	infrastructure	NOUN
esutjss-282	90	17	design	design	NOUN
esutjss-282	90	18	indirectly	indirectly	ADV
esutjss-282	90	19	affects	affect	VERB
esutjss-282	90	20	national	national	ADJ
esutjss-282	90	21	productivity	productivity	NOUN
esutjss-282	90	22	by	by	ADP
esutjss-282	90	23	increasing	increase	VERB
esutjss-282	90	24	the	the	DET
esutjss-282	90	25	cost	cost	NOUN
esutjss-282	90	26	of	of	ADP
esutjss-282	90	27	using	use	VERB
esutjss-282	90	28	a	a	DET
esutjss-282	90	29	vehicle	vehicle	NOUN
esutjss-282	90	30	,	,	PUNCT
esutjss-282	90	31	slowing	slow	VERB
esutjss-282	90	32	logistics	logistic	NOUN
esutjss-282	90	33	operations	operation	NOUN
esutjss-282	90	34	,	,	PUNCT
esutjss-282	90	35	spoiling	spoil	VERB
esutjss-282	90	36	perishable	perishable	ADJ
esutjss-282	90	37	items	item	NOUN
esutjss-282	90	38	and	and	CCONJ
esutjss-282	90	39	putting	put	VERB
esutjss-282	90	40	off	off	ADP
esutjss-282	90	41	regional	regional	ADJ
esutjss-282	90	42	trade	trade	NOUN
esutjss-282	90	43	.	.	PUNCT
esutjss-282	91	1	it	it	PRON
esutjss-282	91	2	is	be	AUX
esutjss-282	91	3	estimated	estimate	VERB
esutjss-282	91	4	that	that	SCONJ
esutjss-282	91	5	bad	bad	ADJ
esutjss-282	91	6	roads	road	NOUN
esutjss-282	91	7	and	and	CCONJ
esutjss-282	91	8	rtcs	rtcs	NOUN
esutjss-282	91	9	cause	cause	VERB
esutjss-282	91	10	1	1	NUM
esutjss-282	91	11	trillion	trillion	NUM
esutjss-282	91	12	nigerian	nigerian	ADJ
esutjss-282	91	13	naira	naira	PROPN
esutjss-282	91	14	in	in	ADP
esutjss-282	91	15	annual	annual	ADJ
esutjss-282	91	16	losses	loss	NOUN
esutjss-282	91	17	,	,	PUNCT
esutjss-282	91	18	including	include	VERB
esutjss-282	91	19	medical	medical	ADJ
esutjss-282	91	20	expenses	expense	NOUN
esutjss-282	91	21	,	,	PUNCT
esutjss-282	91	22	vehicle	vehicle	NOUN
esutjss-282	91	23	repairs	repair	NOUN
esutjss-282	91	24	,	,	PUNCT
esutjss-282	91	25	and	and	CCONJ
esutjss-282	91	26	lost	lose	VERB
esutjss-282	91	27	productivity	productivity	NOUN
esutjss-282	91	28	,	,	PUNCT
esutjss-282	91	29	as	as	ADV
esutjss-282	91	30	well	well	ADV
esutjss-282	91	31	as	as	ADP
esutjss-282	91	32	insurance	insurance	NOUN
esutjss-282	91	33	claims	claim	NOUN
esutjss-282	91	34	(	(	PUNCT
esutjss-282	91	35	ben	ben	PROPN
esutjss-282	91	36	,	,	PUNCT
esutjss-282	91	37	2019	2019	NUM
esutjss-282	91	38	;	;	PUNCT
esutjss-282	91	39	tandrayen	tandrayen	NOUN
esutjss-282	91	40	-	-	PUNCT
esutjss-282	91	41	ragoobur	ragoobur	NOUN
esutjss-282	91	42	,	,	PUNCT
esutjss-282	91	43	2025	2025	NUM
esutjss-282	91	44	)	)	PUNCT
esutjss-282	91	45	.	.	PUNCT
esutjss-282	92	1	road	road	NOUN
esutjss-282	92	2	infrastructure	infrastructure	NOUN
esutjss-282	92	3	challenges	challenge	NOUN
esutjss-282	92	4	in	in	ADP
esutjss-282	92	5	nigeria	nigeria	PRON
esutjss-282	92	6	with	with	ADP
esutjss-282	92	7	a	a	DET
esutjss-282	92	8	road	road	NOUN
esutjss-282	92	9	network	network	NOUN
esutjss-282	92	10	of	of	ADP
esutjss-282	92	11	more	more	ADJ
esutjss-282	92	12	than	than	ADP
esutjss-282	92	13	195,000	195,000	NUM
esutjss-282	92	14	kilometers	kilometer	NOUN
esutjss-282	92	15	,	,	PUNCT
esutjss-282	92	16	nigeria	nigeria	PROPN
esutjss-282	92	17	has	have	VERB
esutjss-282	92	18	one	one	NUM
esutjss-282	92	19	of	of	ADP
esutjss-282	92	20	the	the	DET
esutjss-282	92	21	largest	large	ADJ
esutjss-282	92	22	road	road	NOUN
esutjss-282	92	23	networks	network	NOUN
esutjss-282	92	24	in	in	ADP
esutjss-282	92	25	africa	africa	PROPN
esutjss-282	92	26	,	,	PUNCT
esutjss-282	92	27	but	but	CCONJ
esutjss-282	92	28	also	also	ADV
esutjss-282	92	29	among	among	ADP
esutjss-282	92	30	the	the	DET
esutjss-282	92	31	most	most	ADV
esutjss-282	92	32	poorly	poorly	ADV
esutjss-282	92	33	maintained	maintain	VERB
esutjss-282	92	34	.	.	PUNCT
esutjss-282	93	1	more	more	ADJ
esutjss-282	93	2	than	than	ADP
esutjss-282	93	3	63	63	NUM
esutjss-282	93	4	per	per	ADP
esutjss-282	93	5	cent	cent	NOUN
esutjss-282	93	6	of	of	ADP
esutjss-282	93	7	these	these	DET
esutjss-282	93	8	roads	road	NOUN
esutjss-282	93	9	are	be	AUX
esutjss-282	93	10	categorised	categorise	VERB
esutjss-282	93	11	as	as	ADP
esutjss-282	93	12	being	be	AUX
esutjss-282	93	13	under	under	ADP
esutjss-282	93	14	poor	poor	ADJ
esutjss-282	93	15	condition	condition	NOUN
esutjss-282	93	16	mainly	mainly	ADV
esutjss-282	93	17	because	because	SCONJ
esutjss-282	93	18	of	of	ADP
esutjss-282	93	19	a	a	DET
esutjss-282	93	20	long	long	ADJ
esutjss-282	93	21	-	-	PUNCT
esutjss-282	93	22	term	term	NOUN
esutjss-282	93	23	under	under	ADP
esutjss-282	93	24	investment	investment	NOUN
esutjss-282	93	25	in	in	ADP
esutjss-282	93	26	roads	road	NOUN
esutjss-282	93	27	,	,	PUNCT
esutjss-282	93	28	poor	poor	ADJ
esutjss-282	93	29	development	development	NOUN
esutjss-282	93	30	and	and	CCONJ
esutjss-282	93	31	little	little	ADJ
esutjss-282	93	32	maintenance	maintenance	NOUN
esutjss-282	93	33	(	(	PUNCT
esutjss-282	93	34	agusto	agusto	ADJ
esutjss-282	93	35	research	research	NOUN
esutjss-282	93	36	,	,	PUNCT
esutjss-282	93	37	2022	2022	NUM
esutjss-282	93	38	;	;	PUNCT
esutjss-282	93	39	adepoju	adepoju	NOUN
esutjss-282	93	40	,	,	PUNCT
esutjss-282	93	41	2021	2021	NUM
esutjss-282	93	42	)	)	PUNCT
esutjss-282	93	43	.	.	PUNCT
esutjss-282	94	1	in	in	ADP
esutjss-282	94	2	total	total	NOUN
esutjss-282	94	3	,	,	PUNCT
esutjss-282	94	4	only	only	ADV
esutjss-282	94	5	a	a	DET
esutjss-282	94	6	third	third	NOUN
esutjss-282	94	7	of	of	ADP
esutjss-282	94	8	nigerian	nigerian	ADJ
esutjss-282	94	9	roads	road	NOUN
esutjss-282	94	10	can	can	AUX
esutjss-282	94	11	be	be	AUX
esutjss-282	94	12	considered	consider	VERB
esutjss-282	94	13	in	in	ADP
esutjss-282	94	14	good	good	ADJ
esutjss-282	94	15	repair	repair	NOUN
esutjss-282	94	16	,	,	PUNCT
esutjss-282	94	17	with	with	ADP
esutjss-282	94	18	even	even	ADV
esutjss-282	94	19	good	good	ADJ
esutjss-282	94	20	roads	road	NOUN
esutjss-282	94	21	facing	face	VERB
esutjss-282	94	22	routine	routine	ADJ
esutjss-282	94	23	overuse	overuse	NOUN
esutjss-282	94	24	,	,	PUNCT
esutjss-282	94	25	as	as	SCONJ
esutjss-282	94	26	the	the	DET
esutjss-282	94	27	spatial	spatial	ADJ
esutjss-282	94	28	distribution	distribution	NOUN
esutjss-282	94	29	of	of	ADP
esutjss-282	94	30	road	road	NOUN
esutjss-282	94	31	quality	quality	NOUN
esutjss-282	94	32	is	be	AUX
esutjss-282	94	33	saturated	saturate	VERB
esutjss-282	94	34	(	(	PUNCT
esutjss-282	94	35	premium	premium	NOUN
esutjss-282	94	36	times	time	NOUN
esutjss-282	94	37	,	,	PUNCT
esutjss-282	94	38	2025	2025	NUM
esutjss-282	94	39	)	)	PUNCT
esutjss-282	94	40	.	.	PUNCT
esutjss-282	95	1	according	accord	VERB
esutjss-282	95	2	to	to	ADP
esutjss-282	95	3	what	what	PRON
esutjss-282	95	4	is	be	AUX
esutjss-282	95	5	found	find	VERB
esutjss-282	95	6	in	in	ADP
esutjss-282	95	7	the	the	DET
esutjss-282	95	8	study	study	NOUN
esutjss-282	95	9	by	by	ADP
esutjss-282	95	10	onokala	onokala	NOUN
esutjss-282	95	11	and	and	CCONJ
esutjss-282	95	12	olajide	olajide	NOUN
esutjss-282	95	13	(	(	PUNCT
esutjss-282	95	14	2020	2020	NUM
esutjss-282	95	15	)	)	PUNCT
esutjss-282	95	16	,	,	PUNCT
esutjss-282	95	17	this	this	DET
esutjss-282	95	18	infrastructure	infrastructure	NOUN
esutjss-282	95	19	deterioration	deterioration	NOUN
esutjss-282	95	20	creates	create	VERB
esutjss-282	95	21	not	not	PART
esutjss-282	95	22	only	only	ADV
esutjss-282	95	23	significant	significant	ADJ
esutjss-282	95	24	transportation	transportation	NOUN
esutjss-282	95	25	inefficiencies	inefficiency	NOUN
esutjss-282	95	26	but	but	CCONJ
esutjss-282	95	27	also	also	ADV
esutjss-282	95	28	increased	increase	VERB
esutjss-282	95	29	risks	risk	NOUN
esutjss-282	95	30	of	of	ADP
esutjss-282	95	31	accidents	accident	NOUN
esutjss-282	95	32	.	.	PUNCT
esutjss-282	96	1	high	high	ADJ
esutjss-282	96	2	travel	travel	NOUN
esutjss-282	96	3	time	time	NOUN
esutjss-282	96	4	durations	duration	NOUN
esutjss-282	96	5	,	,	PUNCT
esutjss-282	96	6	amount	amount	NOUN
esutjss-282	96	7	of	of	ADP
esutjss-282	96	8	fuel	fuel	NOUN
esutjss-282	96	9	consumed	consume	VERB
esutjss-282	96	10	by	by	ADP
esutjss-282	96	11	road	road	NOUN
esutjss-282	96	12	user	user	NOUN
esutjss-282	96	13	vehicles	vehicle	NOUN
esutjss-282	96	14	,	,	PUNCT
esutjss-282	96	15	high	high	ADJ
esutjss-282	96	16	maintenance	maintenance	NOUN
esutjss-282	96	17	requirements	requirement	NOUN
esutjss-282	96	18	,	,	PUNCT
esutjss-282	96	19	and	and	CCONJ
esutjss-282	96	20	risk	risk	NOUN
esutjss-282	96	21	exposure	exposure	NOUN
esutjss-282	96	22	to	to	ADP
esutjss-282	96	23	road	road	NOUN
esutjss-282	96	24	accidents	accident	NOUN
esutjss-282	96	25	such	such	ADJ
esutjss-282	96	26	potholes	pothole	NOUN
esutjss-282	96	27	,	,	PUNCT
esutjss-282	96	28	gorged	gorge	VERB
esutjss-282	96	29	shoulder	shoulder	NOUN
esutjss-282	96	30	and	and	CCONJ
esutjss-282	96	31	bridge	bridge	NOUN
esutjss-282	96	32	collapses	collapse	NOUN
esutjss-282	96	33	are	be	AUX
esutjss-282	96	34	realities	reality	NOUN
esutjss-282	96	35	faced	face	VERB
esutjss-282	96	36	by	by	ADP
esutjss-282	96	37	commuters	commuter	NOUN
esutjss-282	96	38	on	on	ADP
esutjss-282	96	39	a	a	DET
esutjss-282	96	40	daily	daily	ADJ
esutjss-282	96	41	basis	basis	NOUN
esutjss-282	96	42	in	in	ADP
esutjss-282	96	43	nigeria	nigeria	PROPN
esutjss-282	96	44	.	.	PUNCT
esutjss-282	97	1	road	road	NOUN
esutjss-282	97	2	transport	transport	NOUN
esutjss-282	97	3	logistics	logistic	NOUN
esutjss-282	97	4	in	in	ADP
esutjss-282	97	5	nigeria	nigeria	PROPN
esutjss-282	97	6	are	be	AUX
esutjss-282	97	7	therefore	therefore	ADV
esutjss-282	97	8	,	,	PUNCT
esutjss-282	97	9	one	one	NUM
esutjss-282	97	10	of	of	ADP
esutjss-282	97	11	the	the	DET
esutjss-282	97	12	most	most	ADV
esutjss-282	97	13	expensive	expensive	ADJ
esutjss-282	97	14	and	and	CCONJ
esutjss-282	97	15	time	time	NOUN
esutjss-282	97	16	-	-	PUNCT
esutjss-282	97	17	consuming	consume	VERB
esutjss-282	97	18	logistics	logistic	NOUN
esutjss-282	97	19	in	in	ADP
esutjss-282	97	20	west	west	PROPN
esutjss-282	97	21	africa	africa	PROPN
esutjss-282	97	22	.	.	PUNCT
esutjss-282	98	1	the	the	DET
esutjss-282	98	2	deteriorating	deteriorate	VERB
esutjss-282	98	3	state	state	NOUN
esutjss-282	98	4	of	of	ADP
esutjss-282	98	5	the	the	DET
esutjss-282	98	6	roads	road	NOUN
esutjss-282	98	7	has	have	AUX
esutjss-282	98	8	given	give	VERB
esutjss-282	98	9	rise	rise	NOUN
esutjss-282	98	10	to	to	ADP
esutjss-282	98	11	what	what	PRON
esutjss-282	98	12	can	can	AUX
esutjss-282	98	13	be	be	AUX
esutjss-282	98	14	described	describe	VERB
esutjss-282	98	15	as	as	ADP
esutjss-282	98	16	a	a	DET
esutjss-282	98	17	culture	culture	NOUN
esutjss-282	98	18	of	of	ADP
esutjss-282	98	19	improvisation	improvisation	NOUN
esutjss-282	98	20	,	,	PUNCT
esutjss-282	98	21	where	where	SCONJ
esutjss-282	98	22	communities	community	NOUN
esutjss-282	98	23	fill	fill	VERB
esutjss-282	98	24	potholes	pothole	NOUN
esutjss-282	98	25	manually	manually	ADV
esutjss-282	98	26	using	use	VERB
esutjss-282	98	27	rocks	rock	NOUN
esutjss-282	98	28	,	,	PUNCT
esutjss-282	98	29	wood	wood	NOUN
esutjss-282	98	30	,	,	PUNCT
esutjss-282	98	31	or	or	CCONJ
esutjss-282	98	32	sand	sand	NOUN
esutjss-282	98	33	.	.	PUNCT
esutjss-282	99	1	this	this	DET
esutjss-282	99	2	ostensibly	ostensibly	ADV
esutjss-282	99	3	sound	sound	ADJ
esutjss-282	99	4	approach	approach	NOUN
esutjss-282	99	5	is	be	AUX
esutjss-282	99	6	,	,	PUNCT
esutjss-282	99	7	however	however	ADV
esutjss-282	99	8	,	,	PUNCT
esutjss-282	99	9	indicative	indicative	ADJ
esutjss-282	99	10	of	of	ADP
esutjss-282	99	11	an	an	DET
esutjss-282	99	12	inherent	inherent	ADJ
esutjss-282	99	13	deterioration	deterioration	NOUN
esutjss-282	99	14	in	in	ADP
esutjss-282	99	15	formal	formal	ADJ
esutjss-282	99	16	road	road	NOUN
esutjss-282	99	17	management	management	NOUN
esutjss-282	99	18	systems	system	NOUN
esutjss-282	99	19	(	(	PUNCT
esutjss-282	99	20	ijurr	ijurr	NOUN
esutjss-282	99	21	,	,	PUNCT
esutjss-282	99	22	2025	2025	NUM
esutjss-282	99	23	)	)	PUNCT
esutjss-282	99	24	.	.	PUNCT
esutjss-282	100	1	furthermore	furthermore	ADV
esutjss-282	100	2	,	,	PUNCT
esutjss-282	100	3	temporary	temporary	ADJ
esutjss-282	100	4	repairs	repair	NOUN
esutjss-282	100	5	,	,	PUNCT
esutjss-282	100	6	although	although	SCONJ
esutjss-282	100	7	helpful	helpful	ADJ
esutjss-282	100	8	,	,	PUNCT
esutjss-282	100	9	tend	tend	VERB
esutjss-282	100	10	to	to	PART
esutjss-282	100	11	exacerbate	exacerbate	VERB
esutjss-282	100	12	long	long	ADJ
esutjss-282	100	13	run	run	NOUN
esutjss-282	100	14	road	road	NOUN
esutjss-282	100	15	conditions	condition	NOUN
esutjss-282	100	16	,	,	PUNCT
esutjss-282	100	17	due	due	ADP
esutjss-282	100	18	to	to	ADP
esutjss-282	100	19	disrupting	disrupt	VERB
esutjss-282	100	20	the	the	DET
esutjss-282	100	21	road	road	NOUN
esutjss-282	100	22	grades	grade	NOUN
esutjss-282	100	23	and	and	CCONJ
esutjss-282	100	24	the	the	DET
esutjss-282	100	25	drainage	drainage	NOUN
esutjss-282	100	26	patterns	pattern	NOUN
esutjss-282	100	27	.	.	PUNCT
esutjss-282	101	1	the	the	DET
esutjss-282	101	2	engineering	engineering	NOUN
esutjss-282	101	3	flaws	flaw	NOUN
esutjss-282	101	4	of	of	ADP
esutjss-282	101	5	the	the	DET
esutjss-282	101	6	nigerian	nigerian	ADJ
esutjss-282	101	7	roads	road	NOUN
esutjss-282	101	8	are	be	AUX
esutjss-282	101	9	the	the	DET
esutjss-282	101	10	result	result	NOUN
esutjss-282	101	11	of	of	ADP
esutjss-282	101	12	a	a	DET
esutjss-282	101	13	combination	combination	NOUN
esutjss-282	101	14	of	of	ADP
esutjss-282	101	15	technical	technical	ADJ
esutjss-282	101	16	,	,	PUNCT
esutjss-282	101	17	and	and	CCONJ
esutjss-282	101	18	the	the	DET
esutjss-282	101	19	factors	factor	NOUN
esutjss-282	101	20	of	of	ADP
esutjss-282	101	21	governance	governance	NOUN
esutjss-282	101	22	.	.	PUNCT
esutjss-282	102	1	technically	technically	ADV
esutjss-282	102	2	,	,	PUNCT
esutjss-282	102	3	road	road	NOUN
esutjss-282	102	4	pavements	pavement	NOUN
esutjss-282	102	5	are	be	AUX
esutjss-282	102	6	seldom	seldom	ADV
esutjss-282	102	7	based	base	VERB
esutjss-282	102	8	on	on	ADP
esutjss-282	102	9	local	local	ADJ
esutjss-282	102	10	geotechnical	geotechnical	ADJ
esutjss-282	102	11	and	and	CCONJ
esutjss-282	102	12	hydrological	hydrological	ADJ
esutjss-282	102	13	circumstances	circumstance	NOUN
esutjss-282	102	14	.	.	PUNCT
esutjss-282	103	1	wjaets	wjaet	NOUN
esutjss-282	103	2	(	(	PUNCT
esutjss-282	103	3	2023	2023	NUM
esutjss-282	103	4	)	)	PUNCT
esutjss-282	103	5	resolves	resolve	NOUN
esutjss-282	103	6	that	that	SCONJ
esutjss-282	103	7	the	the	DET
esutjss-282	103	8	pavement	pavement	NOUN
esutjss-282	103	9	often	often	ADV
esutjss-282	103	10	experiences	experience	VERB
esutjss-282	103	11	fast	fast	ADJ
esutjss-282	103	12	fatigue	fatigue	NOUN
esutjss-282	103	13	and	and	CCONJ
esutjss-282	103	14	rutting	rut	VERB
esutjss-282	103	15	due	due	ADP
esutjss-282	103	16	to	to	ADP
esutjss-282	103	17	poor	poor	ADJ
esutjss-282	103	18	materials	material	NOUN
esutjss-282	103	19	used	use	VERB
esutjss-282	103	20	in	in	ADP
esutjss-282	103	21	the	the	DET
esutjss-282	103	22	construction	construction	NOUN
esutjss-282	103	23	of	of	ADP
esutjss-282	103	24	the	the	DET
esutjss-282	103	25	roads	road	NOUN
esutjss-282	103	26	,	,	PUNCT
esutjss-282	103	27	as	as	ADV
esutjss-282	103	28	well	well	ADV
esutjss-282	103	29	as	as	ADP
esutjss-282	103	30	insufficient	insufficient	ADJ
esutjss-282	103	31	attention	attention	NOUN
esutjss-282	103	32	to	to	ADP
esutjss-282	103	33	the	the	DET
esutjss-282	103	34	axle	axle	NOUN
esutjss-282	103	35	load	load	NOUN
esutjss-282	103	36	limits	limit	NOUN
esutjss-282	103	37	.	.	PUNCT
esutjss-282	104	1	one	one	NUM
esutjss-282	104	2	of	of	ADP
esutjss-282	104	3	the	the	DET
esutjss-282	104	4	most	most	ADV
esutjss-282	104	5	important	important	ADJ
esutjss-282	104	6	technical	technical	ADJ
esutjss-282	104	7	faults	fault	NOUN
esutjss-282	104	8	is	be	AUX
esutjss-282	104	9	almost	almost	ADV
esutjss-282	104	10	lack	lack	NOUN
esutjss-282	104	11	of	of	ADP
esutjss-282	104	12	drainage	drainage	NOUN
esutjss-282	104	13	systems	system	NOUN
esutjss-282	104	14	.	.	PUNCT
esutjss-282	105	1	in	in	ADP
esutjss-282	105	2	the	the	DET
esutjss-282	105	3	absence	absence	NOUN
esutjss-282	105	4	of	of	ADP
esutjss-282	105	5	proper	proper	ADJ
esutjss-282	105	6	drainage	drainage	NOUN
esutjss-282	105	7	,	,	PUNCT
esutjss-282	105	8	water	water	NOUN
esutjss-282	105	9	can	can	AUX
esutjss-282	105	10	stagnate	stagnate	VERB
esutjss-282	105	11	on	on	ADP
esutjss-282	105	12	the	the	DET
esutjss-282	105	13	road	road	NOUN
esutjss-282	105	14	surface	surface	NOUN
esutjss-282	105	15	,	,	PUNCT
esutjss-282	105	16	causing	cause	VERB
esutjss-282	105	17	faster	fast	ADJ
esutjss-282	105	18	degradation	degradation	NOUN
esutjss-282	105	19	of	of	ADP
esutjss-282	105	20	asphalt	asphalt	NOUN
esutjss-282	105	21	,	,	PUNCT
esutjss-282	105	22	erosion	erosion	NOUN
esutjss-282	105	23	of	of	ADP
esutjss-282	105	24	embankments	embankment	NOUN
esutjss-282	105	25	,	,	PUNCT
esutjss-282	105	26	and	and	CCONJ
esutjss-282	105	27	saturation	saturation	NOUN
esutjss-282	105	28	of	of	ADP
esutjss-282	105	29	subgrades	subgrade	NOUN
esutjss-282	105	30	,	,	PUNCT
esutjss-282	105	31	and	and	CCONJ
esutjss-282	105	32	thus	thus	ADV
esutjss-282	105	33	collapse	collapse	VERB
esutjss-282	105	34	(	(	PUNCT
esutjss-282	105	35	adepoju	adepoju	PROPN
esutjss-282	105	36	,	,	PUNCT
esutjss-282	105	37	2021	2021	NUM
esutjss-282	105	38	;	;	PUNCT
esutjss-282	105	39	atalay	atalay	VERB
esutjss-282	105	40	et	et	PROPN
esutjss-282	105	41	al	al	PROPN
esutjss-282	105	42	.	.	PROPN
esutjss-282	105	43	,	,	PUNCT
esutjss-282	105	44	2025	2025	NUM
esutjss-282	105	45	)	)	PUNCT
esutjss-282	105	46	.	.	PUNCT
esutjss-282	106	1	in	in	ADP
esutjss-282	106	2	addition	addition	NOUN
esutjss-282	106	3	,	,	PUNCT
esutjss-282	106	4	most	most	ADJ
esutjss-282	106	5	of	of	ADP
esutjss-282	106	6	the	the	DET
esutjss-282	106	7	city	city	NOUN
esutjss-282	106	8	and	and	CCONJ
esutjss-282	106	9	inter	inter	ADJ
esutjss-282	106	10	-	-	ADJ
esutjss-282	106	11	city	city	ADJ
esutjss-282	106	12	roads	road	NOUN
esutjss-282	106	13	do	do	AUX
esutjss-282	106	14	not	not	PART
esutjss-282	106	15	have	have	VERB
esutjss-282	106	16	shoulders	shoulder	NOUN
esutjss-282	106	17	,	,	PUNCT
esutjss-282	106	18	crash	crash	NOUN
esutjss-282	106	19	barriers	barrier	NOUN
esutjss-282	106	20	or	or	CCONJ
esutjss-282	106	21	proper	proper	ADJ
esutjss-282	106	22	lane	lane	NOUN
esutjss-282	106	23	markings	marking	NOUN
esutjss-282	106	24	,	,	PUNCT
esutjss-282	106	25	so	so	SCONJ
esutjss-282	106	26	there	there	PRON
esutjss-282	106	27	are	be	VERB
esutjss-282	106	28	chances	chance	NOUN
esutjss-282	106	29	of	of	ADP
esutjss-282	106	30	off	off	ADP
esutjss-282	106	31	-	-	PUNCT
esutjss-282	106	32	road	road	NOUN
esutjss-282	106	33	accidents	accident	NOUN
esutjss-282	106	34	and	and	CCONJ
esutjss-282	106	35	head	head	NOUN
esutjss-282	106	36	-	-	PUNCT
esutjss-282	106	37	on	on	ADP
esutjss-282	106	38	crash	crash	NOUN
esutjss-282	106	39	,	,	PUNCT
esutjss-282	106	40	particularly	particularly	ADV
esutjss-282	106	41	at	at	ADP
esutjss-282	106	42	night	night	NOUN
esutjss-282	106	43	.	.	PUNCT
esutjss-282	107	1	policy	policy	NOUN
esutjss-282	107	2	-	-	PUNCT
esutjss-282	107	3	level	level	NOUN
esutjss-282	107	4	inefficiencies	inefficiency	NOUN
esutjss-282	107	5	make	make	VERB
esutjss-282	107	6	the	the	DET
esutjss-282	107	7	problem	problem	NOUN
esutjss-282	107	8	even	even	ADV
esutjss-282	107	9	greater	great	ADJ
esutjss-282	107	10	.	.	PUNCT
esutjss-282	108	1	mahmud	mahmud	PROPN
esutjss-282	108	2	,	,	PUNCT
esutjss-282	108	3	ogunlana	ogunlana	PROPN
esutjss-282	108	4	,	,	PUNCT
esutjss-282	108	5	and	and	CCONJ
esutjss-282	108	6	hong	hong	PROPN
esutjss-282	108	7	(	(	PUNCT
esutjss-282	108	8	2021	2021	NUM
esutjss-282	108	9	)	)	PUNCT
esutjss-282	108	10	state	state	NOUN
esutjss-282	108	11	that	that	SCONJ
esutjss-282	108	12	ineffective	ineffective	ADJ
esutjss-282	108	13	institutional	institutional	ADJ
esutjss-282	108	14	coordination	coordination	NOUN
esutjss-282	108	15	and	and	CCONJ
esutjss-282	108	16	systemic	systemic	ADJ
esutjss-282	108	17	corruption	corruption	NOUN
esutjss-282	108	18	in	in	ADP
esutjss-282	108	19	the	the	DET
esutjss-282	108	20	procurement	procurement	NOUN
esutjss-282	108	21	and	and	CCONJ
esutjss-282	108	22	project	project	NOUN
esutjss-282	108	23	management	management	NOUN
esutjss-282	108	24	areas	area	NOUN
esutjss-282	108	25	make	make	VERB
esutjss-282	108	26	road	road	NOUN
esutjss-282	108	27	projects	project	NOUN
esutjss-282	108	28	chronically	chronically	ADV
esutjss-282	108	29	delayed	delay	VERB
esutjss-282	108	30	,	,	PUNCT
esutjss-282	108	31	endlessly	endlessly	ADV
esutjss-282	108	32	costly	costly	ADJ
esutjss-282	108	33	,	,	PUNCT
esutjss-282	108	34	and	and	CCONJ
esutjss-282	108	35	eventually	eventually	ADV
esutjss-282	108	36	fail	fail	VERB
esutjss-282	108	37	.	.	PUNCT
esutjss-282	109	1	what	what	PRON
esutjss-282	109	2	you	you	PRON
esutjss-282	109	3	end	end	VERB
esutjss-282	109	4	up	up	ADP
esutjss-282	109	5	with	with	ADP
esutjss-282	109	6	is	be	AUX
esutjss-282	109	7	a	a	DET
esutjss-282	109	8	system	system	NOUN
esutjss-282	109	9	in	in	ADP
esutjss-282	109	10	which	which	PRON
esutjss-282	109	11	bad	bad	ADJ
esutjss-282	109	12	roads	road	NOUN
esutjss-282	109	13	are	be	AUX
esutjss-282	109	14	not	not	PART
esutjss-282	109	15	bad	bad	ADJ
esutjss-282	109	16	,	,	PUNCT
esutjss-282	109	17	but	but	CCONJ
esutjss-282	109	18	intentionally	intentionally	ADV
esutjss-282	109	19	dangerous	dangerous	ADJ
esutjss-282	109	20	.	.	PUNCT
esutjss-282	110	1	another	another	DET
esutjss-282	110	2	key	key	ADJ
esutjss-282	110	3	issue	issue	NOUN
esutjss-282	110	4	is	be	AUX
esutjss-282	110	5	road	road	NOUN
esutjss-282	110	6	design	design	NOUN
esutjss-282	110	7	.	.	PUNCT
esutjss-282	111	1	nigerians	nigerian	NOUN
esutjss-282	111	2	have	have	VERB
esutjss-282	111	3	many	many	ADJ
esutjss-282	111	4	single	single	ADJ
esutjss-282	111	5	-	-	PUNCT
esutjss-282	111	6	laned	lane	VERB
esutjss-282	111	7	carriageways	carriageway	NOUN
esutjss-282	111	8	that	that	PRON
esutjss-282	111	9	are	be	AUX
esutjss-282	111	10	built	build	VERB
esutjss-282	111	11	along	along	ADP
esutjss-282	111	12	the	the	DET
esutjss-282	111	13	highways	highway	NOUN
esutjss-282	111	14	,	,	PUNCT
esutjss-282	111	15	whereas	whereas	SCONJ
esutjss-282	111	16	the	the	DET
esutjss-282	111	17	amount	amount	NOUN
esutjss-282	111	18	of	of	ADP
esutjss-282	111	19	traffic	traffic	NOUN
esutjss-282	111	20	that	that	PRON
esutjss-282	111	21	flows	flow	VERB
esutjss-282	111	22	ordinarily	ordinarily	ADV
esutjss-282	111	23	warrants	warrant	VERB
esutjss-282	111	24	them	they	PRON
esutjss-282	111	25	to	to	PART
esutjss-282	111	26	be	be	AUX
esutjss-282	111	27	dualized	dualize	VERB
esutjss-282	111	28	.	.	PUNCT
esutjss-282	112	1	u	u	X
esutjss-282	112	2	-	-	NOUN
esutjss-282	112	3	turns	turn	NOUN
esutjss-282	112	4	,	,	PUNCT
esutjss-282	112	5	unmarked	unmarked	ADJ
esutjss-282	112	6	intersections	intersection	NOUN
esutjss-282	112	7	,	,	PUNCT
esutjss-282	112	8	and	and	CCONJ
esutjss-282	112	9	lack	lack	NOUN
esutjss-282	112	10	of	of	ADP
esutjss-282	112	11	road	road	NOUN
esutjss-282	112	12	signs	sign	NOUN
esutjss-282	112	13	are	be	AUX
esutjss-282	112	14	common	common	ADJ
esutjss-282	112	15	,	,	PUNCT
esutjss-282	112	16	especially	especially	ADV
esutjss-282	112	17	in	in	ADP
esutjss-282	112	18	rural	rural	ADJ
esutjss-282	112	19	settings	setting	NOUN
esutjss-282	112	20	.	.	PUNCT
esutjss-282	113	1	ezeibe	ezeibe	PROPN
esutjss-282	113	2	et	et	PROPN
esutjss-282	113	3	al	al	PROPN
esutjss-282	113	4	.	.	PROPN
esutjss-282	114	1	(	(	PUNCT
esutjss-282	114	2	2019	2019	NUM
esutjss-282	114	3	)	)	PUNCT
esutjss-282	114	4	demonstrate	demonstrate	VERB
esutjss-282	114	5	a	a	DET
esutjss-282	114	6	high	high	ADJ
esutjss-282	114	7	relationship	relationship	NOUN
esutjss-282	114	8	between	between	ADP
esutjss-282	114	9	signpost	signpost	VERB
esutjss-282	114	10	deficits	deficit	NOUN
esutjss-282	114	11	and	and	CCONJ
esutjss-282	114	12	hotspots	hotspot	NOUN
esutjss-282	114	13	.	.	PUNCT
esutjss-282	115	1	in	in	ADP
esutjss-282	115	2	addition	addition	NOUN
esutjss-282	115	3	,	,	PUNCT
esutjss-282	115	4	uzondu	uzondu	NOUN
esutjss-282	115	5	224	224	NUM
esutjss-282	115	6	et	et	NOUN
esutjss-282	115	7	al	al	PROPN
esutjss-282	115	8	.	.	PROPN
esutjss-282	115	9	(	(	PUNCT
esutjss-282	115	10	2022	2022	NUM
esutjss-282	115	11	)	)	PUNCT
esutjss-282	115	12	highlight	highlight	VERB
esutjss-282	115	13	that	that	SCONJ
esutjss-282	115	14	emergency	emergency	NOUN
esutjss-282	115	15	response	response	NOUN
esutjss-282	115	16	systems	system	NOUN
esutjss-282	115	17	are	be	AUX
esutjss-282	115	18	typically	typically	ADV
esutjss-282	115	19	poorly	poorly	ADV
esutjss-282	115	20	equipped	equip	VERB
esutjss-282	115	21	or	or	CCONJ
esutjss-282	115	22	far	far	ADV
esutjss-282	115	23	enough	enough	ADV
esutjss-282	115	24	away	away	ADV
esutjss-282	115	25	to	to	PART
esutjss-282	115	26	reach	reach	VERB
esutjss-282	115	27	crashes	crash	NOUN
esutjss-282	115	28	in	in	ADP
esutjss-282	115	29	time	time	NOUN
esutjss-282	115	30	and	and	CCONJ
esutjss-282	115	31	serve	serve	VERB
esutjss-282	115	32	as	as	ADP
esutjss-282	115	33	the	the	DET
esutjss-282	115	34	causes	cause	NOUN
esutjss-282	115	35	of	of	ADP
esutjss-282	115	36	preventable	preventable	ADJ
esutjss-282	115	37	deaths	death	NOUN
esutjss-282	115	38	.	.	PUNCT
esutjss-282	116	1	the	the	DET
esutjss-282	116	2	challenge	challenge	NOUN
esutjss-282	116	3	of	of	ADP
esutjss-282	116	4	road	road	NOUN
esutjss-282	116	5	safety	safety	NOUN
esutjss-282	116	6	in	in	ADP
esutjss-282	116	7	nigeria	nigeria	PROPN
esutjss-282	116	8	is	be	AUX
esutjss-282	116	9	made	make	VERB
esutjss-282	116	10	worse	bad	ADJ
esutjss-282	116	11	by	by	ADP
esutjss-282	116	12	the	the	DET
esutjss-282	116	13	poor	poor	ADJ
esutjss-282	116	14	state	state	NOUN
esutjss-282	116	15	of	of	ADP
esutjss-282	116	16	the	the	DET
esutjss-282	116	17	road	road	NOUN
esutjss-282	116	18	network	network	NOUN
esutjss-282	116	19	,	,	PUNCT
esutjss-282	116	20	inefficient	inefficient	ADJ
esutjss-282	116	21	maintenance	maintenance	NOUN
esutjss-282	116	22	funding	funding	NOUN
esutjss-282	116	23	,	,	PUNCT
esutjss-282	116	24	and	and	CCONJ
esutjss-282	116	25	ineffective	ineffective	ADJ
esutjss-282	116	26	enforcement	enforcement	NOUN
esutjss-282	116	27	of	of	ADP
esutjss-282	116	28	road	road	NOUN
esutjss-282	116	29	designs	design	NOUN
esutjss-282	116	30	.	.	PUNCT
esutjss-282	117	1	the	the	DET
esutjss-282	117	2	country	country	NOUN
esutjss-282	117	3	reflects	reflect	VERB
esutjss-282	117	4	the	the	DET
esutjss-282	117	5	risk	risk	NOUN
esutjss-282	117	6	asymmetry	asymmetry	NOUN
esutjss-282	117	7	reported	report	VERB
esutjss-282	117	8	in	in	ADP
esutjss-282	117	9	the	the	DET
esutjss-282	117	10	international	international	ADJ
esutjss-282	117	11	literature	literature	NOUN
esutjss-282	117	12	:	:	PUNCT
esutjss-282	117	13	lower	low	ADJ
esutjss-282	117	14	vehicle	vehicle	NOUN
esutjss-282	117	15	density	density	NOUN
esutjss-282	117	16	does	do	AUX
esutjss-282	117	17	not	not	PART
esutjss-282	117	18	necessarily	necessarily	ADV
esutjss-282	117	19	mean	mean	VERB
esutjss-282	117	20	a	a	DET
esutjss-282	117	21	lower	low	ADJ
esutjss-282	117	22	level	level	NOUN
esutjss-282	117	23	of	of	ADP
esutjss-282	117	24	accidents	accident	NOUN
esutjss-282	117	25	and	and	CCONJ
esutjss-282	117	26	death	death	NOUN
esutjss-282	117	27	rates	rate	NOUN
esutjss-282	117	28	.	.	PUNCT
esutjss-282	118	1	this	this	DET
esutjss-282	118	2	contradiction	contradiction	NOUN
esutjss-282	118	3	,	,	PUNCT
esutjss-282	118	4	as	as	SCONJ
esutjss-282	118	5	gebru	gebru	NOUN
esutjss-282	118	6	(	(	PUNCT
esutjss-282	118	7	2017	2017	NUM
esutjss-282	118	8	)	)	PUNCT
esutjss-282	118	9	puts	put	VERB
esutjss-282	118	10	it	it	PRON
esutjss-282	118	11	,	,	PUNCT
esutjss-282	118	12	lies	lie	VERB
esutjss-282	118	13	in	in	ADP
esutjss-282	118	14	the	the	DET
esutjss-282	118	15	systematic	systematic	ADJ
esutjss-282	118	16	problems	problem	NOUN
esutjss-282	118	17	of	of	ADP
esutjss-282	118	18	governance	governance	NOUN
esutjss-282	118	19	,	,	PUNCT
esutjss-282	118	20	inefficient	inefficient	ADJ
esutjss-282	118	21	urban	urban	ADJ
esutjss-282	118	22	planning	planning	NOUN
esutjss-282	118	23	,	,	PUNCT
esutjss-282	118	24	and	and	CCONJ
esutjss-282	118	25	long	long	ADJ
esutjss-282	118	26	-	-	PUNCT
esutjss-282	118	27	term	term	NOUN
esutjss-282	118	28	transport	transport	NOUN
esutjss-282	118	29	infrastructure	infrastructure	NOUN
esutjss-282	118	30	underinvestment	underinvestment	PROPN
esutjss-282	118	31	.	.	PUNCT
esutjss-282	119	1	road	road	NOUN
esutjss-282	119	2	surfaces	surface	NOUN
esutjss-282	119	3	in	in	ADP
esutjss-282	119	4	bad	bad	ADJ
esutjss-282	119	5	condition	condition	NOUN
esutjss-282	119	6	are	be	AUX
esutjss-282	119	7	one	one	NUM
esutjss-282	119	8	of	of	ADP
esutjss-282	119	9	the	the	DET
esutjss-282	119	10	key	key	ADJ
esutjss-282	119	11	factors	factor	NOUN
esutjss-282	119	12	that	that	PRON
esutjss-282	119	13	expose	expose	VERB
esutjss-282	119	14	road	road	NOUN
esutjss-282	119	15	users	user	NOUN
esutjss-282	119	16	to	to	ADP
esutjss-282	119	17	accidents	accident	NOUN
esutjss-282	119	18	in	in	ADP
esutjss-282	119	19	nigeria	nigeria	PROPN
esutjss-282	119	20	.	.	PUNCT
esutjss-282	120	1	there	there	PRON
esutjss-282	120	2	are	be	VERB
esutjss-282	120	3	dangerous	dangerous	ADJ
esutjss-282	120	4	potholes	pothole	NOUN
esutjss-282	120	5	,	,	PUNCT
esutjss-282	120	6	damaged	damaged	ADJ
esutjss-282	120	7	bridges	bridge	NOUN
esutjss-282	120	8	,	,	PUNCT
esutjss-282	120	9	worn	wear	VERB
esutjss-282	120	10	out	out	ADP
esutjss-282	120	11	shoulders	shoulder	NOUN
esutjss-282	120	12	,	,	PUNCT
esutjss-282	120	13	and	and	CCONJ
esutjss-282	120	14	drainage	drainage	NOUN
esutjss-282	120	15	systems	system	NOUN
esutjss-282	120	16	that	that	PRON
esutjss-282	120	17	are	be	AUX
esutjss-282	120	18	wanting	want	VERB
esutjss-282	120	19	.	.	PUNCT
esutjss-282	121	1	not	not	PART
esutjss-282	121	2	only	only	ADV
esutjss-282	121	3	do	do	AUX
esutjss-282	121	4	these	these	PRON
esutjss-282	121	5	slow	slow	VERB
esutjss-282	121	6	down	down	ADP
esutjss-282	121	7	traffic	traffic	NOUN
esutjss-282	122	1	but	but	CCONJ
esutjss-282	122	2	they	they	PRON
esutjss-282	122	3	also	also	ADV
esutjss-282	122	4	pose	pose	VERB
esutjss-282	122	5	sudden	sudden	ADJ
esutjss-282	122	6	risks	risk	NOUN
esutjss-282	122	7	that	that	PRON
esutjss-282	122	8	result	result	VERB
esutjss-282	122	9	into	into	ADP
esutjss-282	122	10	crashes	crash	NOUN
esutjss-282	122	11	.	.	PUNCT
esutjss-282	123	1	dorri	dorri	PROPN
esutjss-282	123	2	et	et	PROPN
esutjss-282	123	3	al	al	PROPN
esutjss-282	123	4	.	.	PROPN
esutjss-282	124	1	(	(	PUNCT
esutjss-282	124	2	2024	2024	NUM
esutjss-282	124	3	)	)	PUNCT
esutjss-282	124	4	focus	focus	NOUN
esutjss-282	124	5	on	on	ADP
esutjss-282	124	6	the	the	DET
esutjss-282	124	7	fact	fact	NOUN
esutjss-282	124	8	that	that	SCONJ
esutjss-282	124	9	these	these	DET
esutjss-282	124	10	infrastructural	infrastructural	ADJ
esutjss-282	124	11	deficiencies	deficiency	NOUN
esutjss-282	124	12	greatly	greatly	ADV
esutjss-282	124	13	decrease	decrease	VERB
esutjss-282	124	14	the	the	DET
esutjss-282	124	15	reaction	reaction	NOUN
esutjss-282	124	16	times	time	NOUN
esutjss-282	124	17	and	and	CCONJ
esutjss-282	124	18	especially	especially	ADV
esutjss-282	124	19	in	in	ADP
esutjss-282	124	20	high	high	ADJ
esutjss-282	124	21	-	-	PUNCT
esutjss-282	124	22	speed	speed	NOUN
esutjss-282	124	23	scenarios	scenario	NOUN
esutjss-282	124	24	.	.	PUNCT
esutjss-282	125	1	this	this	PRON
esutjss-282	125	2	is	be	AUX
esutjss-282	125	3	further	far	ADV
esutjss-282	125	4	aggravated	aggravate	VERB
esutjss-282	125	5	by	by	ADP
esutjss-282	125	6	inconsistent	inconsistent	ADJ
esutjss-282	125	7	signage	signage	NOUN
esutjss-282	125	8	and	and	CCONJ
esutjss-282	125	9	absence	absence	NOUN
esutjss-282	125	10	of	of	ADP
esutjss-282	125	11	segregation	segregation	NOUN
esutjss-282	125	12	between	between	ADP
esutjss-282	125	13	pedestrian	pedestrian	NOUN
esutjss-282	125	14	traffic	traffic	NOUN
esutjss-282	125	15	and	and	CCONJ
esutjss-282	125	16	vehicular	vehicular	ADJ
esutjss-282	125	17	traffic	traffic	NOUN
esutjss-282	125	18	.	.	PUNCT
esutjss-282	126	1	urban	urban	ADJ
esutjss-282	126	2	version	version	NOUN
esutjss-282	126	3	of	of	ADP
esutjss-282	126	4	such	such	ADJ
esutjss-282	126	5	issues	issue	NOUN
esutjss-282	126	6	can	can	AUX
esutjss-282	126	7	be	be	AUX
esutjss-282	126	8	explained	explain	VERB
esutjss-282	126	9	by	by	ADP
esutjss-282	126	10	lagos	lago	NOUN
esutjss-282	126	11	state	state	NOUN
esutjss-282	126	12	which	which	PRON
esutjss-282	126	13	is	be	AUX
esutjss-282	126	14	the	the	DET
esutjss-282	126	15	commercial	commercial	ADJ
esutjss-282	126	16	capital	capital	NOUN
esutjss-282	126	17	of	of	ADP
esutjss-282	126	18	nigeria	nigeria	PROPN
esutjss-282	126	19	.	.	PUNCT
esutjss-282	127	1	according	accord	VERB
esutjss-282	127	2	to	to	ADP
esutjss-282	127	3	bonera	bonera	PROPN
esutjss-282	127	4	et	et	PROPN
esutjss-282	127	5	al	al	PROPN
esutjss-282	127	6	.	.	PROPN
esutjss-282	128	1	(	(	PUNCT
esutjss-282	128	2	2024	2024	NUM
esutjss-282	128	3	)	)	PUNCT
esutjss-282	128	4	,	,	PUNCT
esutjss-282	128	5	metropolitan	metropolitan	ADJ
esutjss-282	128	6	settings	setting	NOUN
esutjss-282	128	7	that	that	PRON
esutjss-282	128	8	are	be	AUX
esutjss-282	128	9	congested	congest	VERB
esutjss-282	128	10	,	,	PUNCT
esutjss-282	128	11	with	with	ADP
esutjss-282	128	12	inefficient	inefficient	ADJ
esutjss-282	128	13	road	road	NOUN
esutjss-282	128	14	hierarchy	hierarchy	NOUN
esutjss-282	128	15	and	and	CCONJ
esutjss-282	128	16	the	the	DET
esutjss-282	128	17	competing	compete	VERB
esutjss-282	128	18	right	right	NOUN
esutjss-282	128	19	-	-	PUNCT
esutjss-282	128	20	of	of	ADP
esutjss-282	128	21	-	-	PUNCT
esutjss-282	128	22	way	way	NOUN
esutjss-282	128	23	guidelines	guideline	NOUN
esutjss-282	128	24	tend	tend	VERB
esutjss-282	128	25	to	to	PART
esutjss-282	128	26	turn	turn	VERB
esutjss-282	128	27	into	into	ADP
esutjss-282	128	28	zones	zone	NOUN
esutjss-282	128	29	with	with	ADP
esutjss-282	128	30	a	a	DET
esutjss-282	128	31	high	high	ADJ
esutjss-282	128	32	concentration	concentration	NOUN
esutjss-282	128	33	of	of	ADP
esutjss-282	128	34	accidents	accident	NOUN
esutjss-282	128	35	.	.	PUNCT
esutjss-282	129	1	in	in	ADP
esutjss-282	129	2	lagos	lago	NOUN
esutjss-282	129	3	,	,	PUNCT
esutjss-282	129	4	both	both	DET
esutjss-282	129	5	insufficiency	insufficiency	NOUN
esutjss-282	129	6	of	of	ADP
esutjss-282	129	7	adequate	adequate	ADJ
esutjss-282	129	8	traffic	traffic	NOUN
esutjss-282	129	9	management	management	NOUN
esutjss-282	129	10	systems	system	NOUN
esutjss-282	129	11	and	and	CCONJ
esutjss-282	129	12	influx	influx	VERB
esutjss-282	129	13	of	of	ADP
esutjss-282	129	14	unofficial	unofficial	ADJ
esutjss-282	129	15	transit	transit	NOUN
esutjss-282	129	16	companies	company	NOUN
esutjss-282	129	17	increase	increase	VERB
esutjss-282	129	18	risks	risk	NOUN
esutjss-282	129	19	.	.	PUNCT
esutjss-282	130	1	there	there	PRON
esutjss-282	130	2	are	be	VERB
esutjss-282	130	3	no	no	DET
esutjss-282	130	4	working	work	VERB
esutjss-282	130	5	lights	light	NOUN
esutjss-282	130	6	on	on	ADP
esutjss-282	130	7	traffic	traffic	NOUN
esutjss-282	130	8	,	,	PUNCT
esutjss-282	130	9	walk	walk	VERB
esutjss-282	130	10	-	-	PUNCT
esutjss-282	130	11	over	over	ADP
esutjss-282	130	12	signings	signing	NOUN
esutjss-282	130	13	,	,	PUNCT
esutjss-282	130	14	or	or	CCONJ
esutjss-282	130	15	markings	marking	NOUN
esutjss-282	130	16	,	,	PUNCT
esutjss-282	130	17	so	so	SCONJ
esutjss-282	130	18	it	it	PRON
esutjss-282	130	19	is	be	AUX
esutjss-282	130	20	not	not	PART
esutjss-282	130	21	only	only	ADV
esutjss-282	130	22	hard	hard	ADJ
esutjss-282	130	23	to	to	PART
esutjss-282	130	24	navigate	navigate	VERB
esutjss-282	130	25	but	but	CCONJ
esutjss-282	130	26	also	also	ADV
esutjss-282	130	27	hazardous	hazardous	ADJ
esutjss-282	130	28	.	.	PUNCT
esutjss-282	131	1	moreover	moreover	ADV
esutjss-282	131	2	,	,	PUNCT
esutjss-282	131	3	infrastructural	infrastructural	ADJ
esutjss-282	131	4	disparity	disparity	NOUN
esutjss-282	131	5	among	among	ADP
esutjss-282	131	6	nigerian	nigerian	ADJ
esutjss-282	131	7	states	state	NOUN
esutjss-282	131	8	intensifies	intensify	VERB
esutjss-282	131	9	regional	regional	ADJ
esutjss-282	131	10	differences	difference	NOUN
esutjss-282	131	11	in	in	ADP
esutjss-282	131	12	accident	accident	NOUN
esutjss-282	131	13	risk	risk	NOUN
esutjss-282	131	14	.	.	PUNCT
esutjss-282	132	1	in	in	ADP
esutjss-282	132	2	some	some	DET
esutjss-282	132	3	states	state	NOUN
esutjss-282	132	4	in	in	ADP
esutjss-282	132	5	the	the	DET
esutjss-282	132	6	south	south	NOUN
esutjss-282	132	7	,	,	PUNCT
esutjss-282	132	8	roads	road	NOUN
esutjss-282	132	9	are	be	AUX
esutjss-282	132	10	better	well	ADV
esutjss-282	132	11	maintained	maintain	VERB
esutjss-282	132	12	to	to	ADP
esutjss-282	132	13	a	a	DET
esutjss-282	132	14	larger	large	ADJ
esutjss-282	132	15	extent	extent	NOUN
esutjss-282	132	16	as	as	ADP
esutjss-282	132	17	a	a	DET
esutjss-282	132	18	result	result	NOUN
esutjss-282	132	19	of	of	ADP
esutjss-282	132	20	healthier	healthy	ADJ
esutjss-282	132	21	state	state	NOUN
esutjss-282	132	22	budgets	budget	NOUN
esutjss-282	132	23	or	or	CCONJ
esutjss-282	132	24	international	international	ADJ
esutjss-282	132	25	development	development	NOUN
esutjss-282	132	26	cooperation	cooperation	NOUN
esutjss-282	132	27	.	.	PUNCT
esutjss-282	133	1	others	other	NOUN
esutjss-282	133	2	,	,	PUNCT
esutjss-282	133	3	especially	especially	ADV
esutjss-282	133	4	those	those	PRON
esutjss-282	133	5	in	in	ADP
esutjss-282	133	6	the	the	DET
esutjss-282	133	7	north	north	NOUN
esutjss-282	133	8	and	and	CCONJ
esutjss-282	133	9	central	central	ADJ
esutjss-282	133	10	,	,	PUNCT
esutjss-282	133	11	are	be	AUX
esutjss-282	133	12	dealing	deal	VERB
esutjss-282	133	13	with	with	ADP
esutjss-282	133	14	highly	highly	ADV
esutjss-282	133	15	dilapidated	dilapidated	ADJ
esutjss-282	133	16	highways	highway	NOUN
esutjss-282	133	17	that	that	PRON
esutjss-282	133	18	can	can	AUX
esutjss-282	133	19	hardly	hardly	ADV
esutjss-282	133	20	pass	pass	VERB
esutjss-282	133	21	in	in	ADP
esutjss-282	133	22	times	time	NOUN
esutjss-282	133	23	of	of	ADP
esutjss-282	133	24	rain	rain	NOUN
esutjss-282	133	25	(	(	PUNCT
esutjss-282	133	26	clemente	clemente	PROPN
esutjss-282	133	27	et	et	PROPN
esutjss-282	133	28	al	al	PROPN
esutjss-282	133	29	.	.	PROPN
esutjss-282	133	30	,	,	PUNCT
esutjss-282	133	31	2024	2024	NUM
esutjss-282	133	32	)	)	PUNCT
esutjss-282	133	33	.	.	PUNCT
esutjss-282	134	1	the	the	DET
esutjss-282	134	2	result	result	NOUN
esutjss-282	134	3	is	be	AUX
esutjss-282	134	4	a	a	DET
esutjss-282	134	5	very	very	ADV
esutjss-282	134	6	imbalanced	imbalanced	ADJ
esutjss-282	134	7	risk	risk	NOUN
esutjss-282	134	8	terrain	terrain	NOUN
esutjss-282	134	9	,	,	PUNCT
esutjss-282	134	10	where	where	SCONJ
esutjss-282	134	11	driving	driving	NOUN
esutjss-282	134	12	attitude	attitude	NOUN
esutjss-282	134	13	is	be	AUX
esutjss-282	134	14	not	not	PART
esutjss-282	134	15	only	only	ADV
esutjss-282	134	16	suppressed	suppress	VERB
esutjss-282	134	17	by	by	ADP
esutjss-282	134	18	individual	individual	ADJ
esutjss-282	134	19	factors	factor	NOUN
esutjss-282	134	20	,	,	PUNCT
esutjss-282	134	21	but	but	CCONJ
esutjss-282	134	22	also	also	ADV
esutjss-282	134	23	by	by	ADP
esutjss-282	134	24	geographical	geographical	ADJ
esutjss-282	134	25	and	and	CCONJ
esutjss-282	134	26	structural	structural	ADJ
esutjss-282	134	27	context	context	NOUN
esutjss-282	134	28	.	.	PUNCT
esutjss-282	135	1	the	the	DET
esutjss-282	135	2	road	road	NOUN
esutjss-282	135	3	safety	safety	NOUN
esutjss-282	135	4	crisis	crisis	NOUN
esutjss-282	135	5	in	in	ADP
esutjss-282	135	6	nigeria	nigeria	PROPN
esutjss-282	135	7	is	be	AUX
esutjss-282	135	8	not	not	PART
esutjss-282	135	9	merely	merely	ADV
esutjss-282	135	10	the	the	DET
esutjss-282	135	11	result	result	NOUN
esutjss-282	135	12	of	of	ADP
esutjss-282	135	13	thoughtless	thoughtless	ADJ
esutjss-282	135	14	driving	driving	NOUN
esutjss-282	135	15	or	or	CCONJ
esutjss-282	135	16	traffic	traffic	NOUN
esutjss-282	135	17	jams	jam	NOUN
esutjss-282	135	18	in	in	ADP
esutjss-282	135	19	urban	urban	ADJ
esutjss-282	135	20	centers	center	NOUN
esutjss-282	135	21	;	;	PUNCT
esutjss-282	135	22	it	it	PRON
esutjss-282	135	23	is	be	AUX
esutjss-282	135	24	not	not	PART
esutjss-282	135	25	only	only	ADV
esutjss-282	135	26	the	the	DET
esutjss-282	135	27	lack	lack	NOUN
esutjss-282	135	28	of	of	ADP
esutjss-282	135	29	coherent	coherent	ADJ
esutjss-282	135	30	governance	governance	NOUN
esutjss-282	135	31	,	,	PUNCT
esutjss-282	135	32	planning	planning	NOUN
esutjss-282	135	33	,	,	PUNCT
esutjss-282	135	34	and	and	CCONJ
esutjss-282	135	35	underdevelopment	underdevelopment	NOUN
esutjss-282	135	36	of	of	ADP
esutjss-282	135	37	infrastructure	infrastructure	NOUN
esutjss-282	135	38	.	.	PUNCT
esutjss-282	136	1	although	although	SCONJ
esutjss-282	136	2	the	the	DET
esutjss-282	136	3	level	level	NOUN
esutjss-282	136	4	of	of	ADP
esutjss-282	136	5	severity	severity	NOUN
esutjss-282	136	6	is	be	AUX
esutjss-282	136	7	differing	differ	VERB
esutjss-282	136	8	in	in	ADP
esutjss-282	136	9	the	the	DET
esutjss-282	136	10	regions	region	NOUN
esutjss-282	136	11	indicating	indicate	VERB
esutjss-282	136	12	on	on	ADP
esutjss-282	136	13	local	local	ADJ
esutjss-282	136	14	infrastructural	infrastructural	ADJ
esutjss-282	136	15	gaps	gap	NOUN
esutjss-282	136	16	,	,	PUNCT
esutjss-282	136	17	the	the	DET
esutjss-282	136	18	national	national	ADJ
esutjss-282	136	19	outlook	outlook	NOUN
esutjss-282	136	20	proves	prove	VERB
esutjss-282	136	21	to	to	PART
esutjss-282	136	22	be	be	AUX
esutjss-282	136	23	more	more	ADV
esutjss-282	136	24	alarming	alarming	ADJ
esutjss-282	136	25	indicating	indicate	VERB
esutjss-282	136	26	a	a	DET
esutjss-282	136	27	comprehensive	comprehensive	ADJ
esutjss-282	136	28	infrastructural	infrastructural	ADJ
esutjss-282	136	29	reform	reform	NOUN
esutjss-282	136	30	on	on	ADP
esutjss-282	136	31	the	the	DET
esutjss-282	136	32	national	national	ADJ
esutjss-282	136	33	level	level	NOUN
esutjss-282	136	34	.	.	PUNCT
esutjss-282	137	1	policies	policy	NOUN
esutjss-282	137	2	should	should	AUX
esutjss-282	137	3	shift	shift	VERB
esutjss-282	137	4	away	away	ADV
esutjss-282	137	5	to	to	PART
esutjss-282	137	6	reactive	reactive	VERB
esutjss-282	137	7	post	post	ADJ
esutjss-282	137	8	-	-	ADJ
esutjss-282	137	9	crash	crash	ADJ
esutjss-282	137	10	responses	response	NOUN
esutjss-282	137	11	to	to	ADP
esutjss-282	137	12	proactive	proactive	ADJ
esutjss-282	137	13	investments	investment	NOUN
esutjss-282	137	14	in	in	ADP
esutjss-282	137	15	infrastructure	infrastructure	NOUN
esutjss-282	137	16	,	,	PUNCT
esutjss-282	137	17	risk	risk	NOUN
esutjss-282	137	18	mapping	mapping	NOUN
esutjss-282	137	19	data	datum	NOUN
esutjss-282	137	20	-	-	PUNCT
esutjss-282	137	21	driven	drive	VERB
esutjss-282	137	22	,	,	PUNCT
esutjss-282	137	23	and	and	CCONJ
esutjss-282	137	24	strong	strong	ADJ
esutjss-282	137	25	design	design	NOUN
esutjss-282	137	26	protocols	protocol	NOUN
esutjss-282	137	27	.	.	PUNCT
esutjss-282	138	1	the	the	DET
esutjss-282	138	2	use	use	NOUN
esutjss-282	138	3	of	of	ADP
esutjss-282	138	4	advanced	advanced	ADJ
esutjss-282	138	5	geospatial	geospatial	ADJ
esutjss-282	138	6	applications	application	NOUN
esutjss-282	138	7	(	(	PUNCT
esutjss-282	138	8	yunus	yunus	PROPN
esutjss-282	138	9	&	&	CCONJ
esutjss-282	138	10	abdulkarim	abdulkarim	PROPN
esutjss-282	138	11	,	,	PUNCT
esutjss-282	138	12	2022	2022	NUM
esutjss-282	138	13	)	)	PUNCT
esutjss-282	138	14	,	,	PUNCT
esutjss-282	138	15	intelligent	intelligent	ADJ
esutjss-282	138	16	transportation	transportation	NOUN
esutjss-282	138	17	systems	system	NOUN
esutjss-282	138	18	(	(	PUNCT
esutjss-282	138	19	ajayi	ajayi	NOUN
esutjss-282	138	20	et	et	PROPN
esutjss-282	138	21	al	al	PROPN
esutjss-282	138	22	.	.	PROPN
esutjss-282	138	23	,	,	PUNCT
esutjss-282	138	24	2021	2021	NUM
esutjss-282	138	25	;	;	PUNCT
esutjss-282	138	26	alli	alli	PROPN
esutjss-282	138	27	&	&	CCONJ
esutjss-282	138	28	ganiyu	ganiyu	PROPN
esutjss-282	138	29	,	,	PUNCT
esutjss-282	138	30	2021	2021	NUM
esutjss-282	138	31	)	)	PUNCT
esutjss-282	138	32	,	,	PUNCT
esutjss-282	138	33	and	and	CCONJ
esutjss-282	138	34	insurance	insurance	NOUN
esutjss-282	138	35	claims	claim	NOUN
esutjss-282	138	36	analytics	analytic	NOUN
esutjss-282	138	37	(	(	PUNCT
esutjss-282	138	38	bayode	bayode	VERB
esutjss-282	138	39	et	et	PROPN
esutjss-282	138	40	al	al	PROPN
esutjss-282	138	41	.	.	PROPN
esutjss-282	138	42	,	,	PUNCT
esutjss-282	138	43	2025	2025	NUM
esutjss-282	138	44	)	)	PUNCT
esutjss-282	138	45	may	may	AUX
esutjss-282	138	46	assist	assist	VERB
esutjss-282	138	47	in	in	ADP
esutjss-282	138	48	prioritizing	prioritize	VERB
esutjss-282	138	49	national	national	ADJ
esutjss-282	138	50	interventions	intervention	NOUN
esutjss-282	138	51	in	in	ADP
esutjss-282	138	52	the	the	DET
esutjss-282	138	53	course	course	NOUN
esutjss-282	138	54	of	of	ADP
esutjss-282	138	55	planning	planning	NOUN
esutjss-282	138	56	..	..	PUNCT
esutjss-282	138	57	implications	implication	NOUN
esutjss-282	138	58	for	for	ADP
esutjss-282	138	59	the	the	DET
esutjss-282	138	60	nigerian	nigerian	ADJ
esutjss-282	138	61	motor	motor	NOUN
esutjss-282	138	62	insurance	insurance	NOUN
esutjss-282	138	63	industry	industry	NOUN
esutjss-282	138	64	the	the	DET
esutjss-282	138	65	road	road	NOUN
esutjss-282	138	66	safety	safety	NOUN
esutjss-282	138	67	crisis	crisis	NOUN
esutjss-282	138	68	in	in	ADP
esutjss-282	138	69	nigeria	nigeria	PROPN
esutjss-282	138	70	carries	carry	VERB
esutjss-282	138	71	significant	significant	ADJ
esutjss-282	138	72	implications	implication	NOUN
esutjss-282	138	73	for	for	ADP
esutjss-282	138	74	the	the	DET
esutjss-282	138	75	country	country	NOUN
esutjss-282	138	76	's	's	PART
esutjss-282	138	77	motor	motor	NOUN
esutjss-282	138	78	insurance	insurance	NOUN
esutjss-282	138	79	sector	sector	NOUN
esutjss-282	138	80	.	.	PUNCT
esutjss-282	139	1	the	the	DET
esutjss-282	139	2	high	high	ADJ
esutjss-282	139	3	number	number	NOUN
esutjss-282	139	4	and	and	CCONJ
esutjss-282	139	5	magnitude	magnitude	NOUN
esutjss-282	139	6	of	of	ADP
esutjss-282	139	7	claims	claim	NOUN
esutjss-282	139	8	caused	cause	VERB
esutjss-282	139	9	by	by	ADP
esutjss-282	139	10	recurrent	recurrent	ADJ
esutjss-282	139	11	accidents	accident	NOUN
esutjss-282	139	12	impose	impose	VERB
esutjss-282	139	13	heavy	heavy	ADJ
esutjss-282	139	14	burden	burden	NOUN
esutjss-282	139	15	on	on	ADP
esutjss-282	139	16	the	the	DET
esutjss-282	139	17	insurance	insurance	NOUN
esutjss-282	139	18	providers	provider	NOUN
esutjss-282	139	19	increasing	increase	VERB
esutjss-282	139	20	their	their	PRON
esutjss-282	139	21	activities	activity	NOUN
esutjss-282	139	22	costs	cost	NOUN
esutjss-282	139	23	and	and	CCONJ
esutjss-282	139	24	low	low	ADJ
esutjss-282	139	25	returns	return	NOUN
esutjss-282	139	26	.	.	PUNCT
esutjss-282	140	1	the	the	DET
esutjss-282	140	2	authors	author	NOUN
esutjss-282	140	3	urge	urge	VERB
esutjss-282	140	4	that	that	SCONJ
esutjss-282	140	5	in	in	ADP
esutjss-282	140	6	turbulent	turbulent	ADJ
esutjss-282	140	7	accident	accident	NOUN
esutjss-282	140	8	environments	environment	NOUN
esutjss-282	140	9	,	,	PUNCT
esutjss-282	140	10	insurers	insurer	NOUN
esutjss-282	140	11	are	be	AUX
esutjss-282	140	12	impotent	impotent	ADJ
esutjss-282	140	13	in	in	ADP
esutjss-282	140	14	setting	set	VERB
esutjss-282	140	15	reasonable	reasonable	ADJ
esutjss-282	140	16	premiums	premium	NOUN
esutjss-282	140	17	,	,	PUNCT
esutjss-282	140	18	commonly	commonly	ADV
esutjss-282	140	19	utilizing	utilize	VERB
esutjss-282	140	20	general	general	ADJ
esutjss-282	140	21	risk	risk	NOUN
esutjss-282	140	22	swimming	swimming	NOUN
esutjss-282	140	23	pools	pool	NOUN
esutjss-282	140	24	instead	instead	ADV
esutjss-282	140	25	of	of	ADP
esutjss-282	140	26	fine	fine	ADV
esutjss-282	140	27	-	-	PUNCT
esutjss-282	140	28	grained	grain	VERB
esutjss-282	140	29	,	,	PUNCT
esutjss-282	140	30	behavior	behavior	NOUN
esutjss-282	140	31	-	-	PUNCT
esutjss-282	140	32	based	base	VERB
esutjss-282	140	33	designs	design	NOUN
esutjss-282	140	34	(	(	PUNCT
esutjss-282	140	35	martinez	martinez	PROPN
esutjss-282	140	36	et	et	PROPN
esutjss-282	140	37	al	al	PROPN
esutjss-282	140	38	.	.	PROPN
esutjss-282	140	39	,	,	PUNCT
esutjss-282	140	40	2019	2019	NUM
esutjss-282	140	41	)	)	PUNCT
esutjss-282	140	42	.	.	PUNCT
esutjss-282	141	1	the	the	DET
esutjss-282	141	2	article	article	NOUN
esutjss-282	141	3	by	by	ADP
esutjss-282	141	4	dorri	dorri	PROPN
esutjss-282	141	5	et	et	PROPN
esutjss-282	141	6	al	al	PROPN
esutjss-282	141	7	.	.	PROPN
esutjss-282	141	8	(	(	PUNCT
esutjss-282	141	9	2024	2024	NUM
esutjss-282	141	10	)	)	PUNCT
esutjss-282	141	11	provides	provide	VERB
esutjss-282	141	12	a	a	DET
esutjss-282	141	13	more	more	ADV
esutjss-282	141	14	sustainable	sustainable	ADJ
esutjss-282	141	15	approach	approach	NOUN
esutjss-282	141	16	by	by	ADP
esutjss-282	141	17	highlighting	highlight	VERB
esutjss-282	141	18	that	that	SCONJ
esutjss-282	141	19	in	in	ADP
esutjss-282	141	20	the	the	DET
esutjss-282	141	21	absence	absence	NOUN
esutjss-282	141	22	of	of	ADP
esutjss-282	141	23	good	good	ADJ
esutjss-282	141	24	225	225	NUM
esutjss-282	141	25	infrastructure	infrastructure	NOUN
esutjss-282	141	26	,	,	PUNCT
esutjss-282	141	27	the	the	DET
esutjss-282	141	28	actuarial	actuarial	ADJ
esutjss-282	141	29	assumptions	assumption	NOUN
esutjss-282	141	30	become	become	VERB
esutjss-282	141	31	unreliable	unreliable	ADJ
esutjss-282	141	32	,	,	PUNCT
esutjss-282	141	33	and	and	CCONJ
esutjss-282	141	34	the	the	DET
esutjss-282	141	35	underwriters	underwriter	NOUN
esutjss-282	141	36	are	be	AUX
esutjss-282	141	37	not	not	PART
esutjss-282	141	38	able	able	ADJ
esutjss-282	141	39	to	to	PART
esutjss-282	141	40	distinguish	distinguish	VERB
esutjss-282	141	41	appropriately	appropriately	ADV
esutjss-282	141	42	between	between	ADP
esutjss-282	141	43	high	high	ADJ
esutjss-282	141	44	-	-	PUNCT
esutjss-282	141	45	risk	risk	NOUN
esutjss-282	141	46	and	and	CCONJ
esutjss-282	141	47	low	low	ADJ
esutjss-282	141	48	-	-	PUNCT
esutjss-282	141	49	risk	risk	NOUN
esutjss-282	141	50	clients	client	NOUN
esutjss-282	141	51	.	.	PUNCT
esutjss-282	142	1	this	this	PRON
esutjss-282	142	2	leaves	leave	VERB
esutjss-282	142	3	insurers	insurer	NOUN
esutjss-282	142	4	with	with	ADP
esutjss-282	142	5	only	only	ADV
esutjss-282	142	6	two	two	NUM
esutjss-282	142	7	options	option	NOUN
esutjss-282	142	8	;	;	PUNCT
esutjss-282	142	9	increase	increase	VERB
esutjss-282	142	10	insurance	insurance	NOUN
esutjss-282	142	11	rates	rate	NOUN
esutjss-282	142	12	across	across	ADP
esutjss-282	142	13	the	the	DET
esutjss-282	142	14	board	board	NOUN
esutjss-282	142	15	and	and	CCONJ
esutjss-282	142	16	make	make	VERB
esutjss-282	142	17	policies	policy	NOUN
esutjss-282	142	18	unaffordable	unaffordable	ADJ
esutjss-282	142	19	or	or	CCONJ
esutjss-282	142	20	leave	leave	VERB
esutjss-282	142	21	some	some	DET
esutjss-282	142	22	markets	market	NOUN
esutjss-282	142	23	altogether	altogether	ADV
esutjss-282	142	24	.	.	PUNCT
esutjss-282	143	1	this	this	PRON
esutjss-282	143	2	can	can	AUX
esutjss-282	143	3	be	be	AUX
esutjss-282	143	4	detrimental	detrimental	ADJ
esutjss-282	143	5	in	in	ADP
esutjss-282	143	6	a	a	DET
esutjss-282	143	7	developing	develop	VERB
esutjss-282	143	8	economy	economy	NOUN
esutjss-282	143	9	such	such	ADJ
esutjss-282	143	10	as	as	ADP
esutjss-282	143	11	nigeria	nigeria	PROPN
esutjss-282	143	12	where	where	SCONJ
esutjss-282	143	13	insurance	insurance	NOUN
esutjss-282	143	14	penetration	penetration	NOUN
esutjss-282	143	15	is	be	AUX
esutjss-282	143	16	already	already	ADV
esutjss-282	143	17	low	low	ADJ
esutjss-282	143	18	and	and	CCONJ
esutjss-282	143	19	it	it	PRON
esutjss-282	143	20	can	can	AUX
esutjss-282	143	21	undo	undo	VERB
esutjss-282	143	22	any	any	DET
esutjss-282	143	23	slight	slight	ADJ
esutjss-282	143	24	progress	progress	NOUN
esutjss-282	143	25	in	in	ADP
esutjss-282	143	26	the	the	DET
esutjss-282	143	27	facilitation	facilitation	NOUN
esutjss-282	143	28	of	of	ADP
esutjss-282	143	29	financial	financial	ADJ
esutjss-282	143	30	inclusions	inclusion	NOUN
esutjss-282	143	31	and	and	CCONJ
esutjss-282	143	32	consumer	consumer	NOUN
esutjss-282	143	33	protections	protection	NOUN
esutjss-282	143	34	.	.	PUNCT
esutjss-282	144	1	but	but	CCONJ
esutjss-282	144	2	in	in	ADP
esutjss-282	144	3	these	these	DET
esutjss-282	144	4	difficulties	difficulty	NOUN
esutjss-282	144	5	lies	lie	VERB
esutjss-282	144	6	an	an	DET
esutjss-282	144	7	opportunity	opportunity	NOUN
esutjss-282	144	8	.	.	PUNCT
esutjss-282	145	1	when	when	SCONJ
esutjss-282	145	2	systematically	systematically	ADV
esutjss-282	145	3	gathered	gather	VERB
esutjss-282	145	4	and	and	CCONJ
esutjss-282	145	5	analyzed	analyze	VERB
esutjss-282	145	6	,	,	PUNCT
esutjss-282	145	7	claims	claim	NOUN
esutjss-282	145	8	data	datum	NOUN
esutjss-282	145	9	can	can	AUX
esutjss-282	145	10	act	act	VERB
esutjss-282	145	11	as	as	ADP
esutjss-282	145	12	a	a	DET
esutjss-282	145	13	proxy	proxy	NOUN
esutjss-282	145	14	when	when	SCONJ
esutjss-282	145	15	determining	determine	VERB
esutjss-282	145	16	infrastructural	infrastructural	ADJ
esutjss-282	145	17	deficiencies	deficiency	NOUN
esutjss-282	145	18	.	.	PUNCT
esutjss-282	146	1	pei	pei	PROPN
esutjss-282	146	2	et	et	PROPN
esutjss-282	146	3	al	al	PROPN
esutjss-282	146	4	.	.	PROPN
esutjss-282	147	1	(	(	PUNCT
esutjss-282	147	2	2024	2024	NUM
esutjss-282	147	3	)	)	PUNCT
esutjss-282	147	4	suggest	suggest	VERB
esutjss-282	147	5	utilizing	utilize	VERB
esutjss-282	147	6	insurance	insurance	NOUN
esutjss-282	147	7	data	datum	NOUN
esutjss-282	147	8	as	as	ADP
esutjss-282	147	9	a	a	DET
esutjss-282	147	10	loop	loop	NOUN
esutjss-282	147	11	within	within	ADP
esutjss-282	147	12	the	the	DET
esutjss-282	147	13	municipality	municipality	NOUN
esutjss-282	147	14	planning	planning	NOUN
esutjss-282	147	15	which	which	PRON
esutjss-282	147	16	in	in	ADP
esutjss-282	147	17	turn	turn	NOUN
esutjss-282	147	18	would	would	AUX
esutjss-282	147	19	prioritize	prioritize	VERB
esutjss-282	147	20	the	the	DET
esutjss-282	147	21	areas	area	NOUN
esutjss-282	147	22	with	with	ADP
esutjss-282	147	23	high	high	ADJ
esutjss-282	147	24	claims	claim	NOUN
esutjss-282	147	25	with	with	ADP
esutjss-282	147	26	the	the	DET
esutjss-282	147	27	requested	request	VERB
esutjss-282	147	28	infrastructure	infrastructure	NOUN
esutjss-282	147	29	evolvements	evolvement	NOUN
esutjss-282	147	30	.	.	PUNCT
esutjss-282	148	1	insurers	insurer	NOUN
esutjss-282	148	2	,	,	PUNCT
esutjss-282	148	3	regulators	regulator	NOUN
esutjss-282	148	4	and	and	CCONJ
esutjss-282	148	5	urban	urban	ADJ
esutjss-282	148	6	planners	planner	NOUN
esutjss-282	148	7	unite	unite	VERB
esutjss-282	148	8	to	to	PART
esutjss-282	148	9	convert	convert	VERB
esutjss-282	148	10	claims	claim	NOUN
esutjss-282	148	11	into	into	ADP
esutjss-282	148	12	actionable	actionable	ADJ
esutjss-282	148	13	intelligence	intelligence	NOUN
esutjss-282	148	14	in	in	ADP
esutjss-282	148	15	this	this	DET
esutjss-282	148	16	model	model	NOUN
esutjss-282	148	17	.	.	PUNCT
esutjss-282	149	1	in	in	ADP
esutjss-282	149	2	addition	addition	NOUN
esutjss-282	149	3	to	to	ADP
esutjss-282	149	4	this	this	PRON
esutjss-282	149	5	,	,	PUNCT
esutjss-282	149	6	wang	wang	PROPN
esutjss-282	149	7	et	et	PROPN
esutjss-282	149	8	al	al	PROPN
esutjss-282	149	9	.	.	PROPN
esutjss-282	149	10	(	(	PUNCT
esutjss-282	149	11	2023	2023	NUM
esutjss-282	149	12	)	)	PUNCT
esutjss-282	149	13	and	and	CCONJ
esutjss-282	149	14	van	van	PROPN
esutjss-282	149	15	heerdena	heerdena	PROPN
esutjss-282	149	16	,	,	PUNCT
esutjss-282	149	17	van	van	PROPN
esutjss-282	149	18	vuurena	vuurena	NOUN
esutjss-282	149	19	,	,	PUNCT
esutjss-282	149	20	and	and	CCONJ
esutjss-282	149	21	grobbelaarb	grobbelaarb	PROPN
esutjss-282	149	22	(	(	PUNCT
esutjss-282	149	23	n.d	n.d	PROPN
esutjss-282	149	24	.	.	PROPN
esutjss-282	149	25	)	)	PUNCT
esutjss-282	149	26	promote	promote	VERB
esutjss-282	149	27	the	the	DET
esutjss-282	149	28	creation	creation	NOUN
esutjss-282	149	29	of	of	ADP
esutjss-282	149	30	national	national	ADJ
esutjss-282	149	31	accidents	accident	NOUN
esutjss-282	149	32	databases	database	NOUN
esutjss-282	149	33	that	that	PRON
esutjss-282	149	34	will	will	AUX
esutjss-282	149	35	integrate	integrate	VERB
esutjss-282	149	36	accident	accident	NOUN
esutjss-282	149	37	data	datum	NOUN
esutjss-282	149	38	taken	take	VERB
esutjss-282	149	39	by	by	ADP
esutjss-282	149	40	police	police	NOUN
esutjss-282	149	41	,	,	PUNCT
esutjss-282	149	42	hospitals	hospital	NOUN
esutjss-282	149	43	,	,	PUNCT
esutjss-282	149	44	and	and	CCONJ
esutjss-282	149	45	insurance	insurance	NOUN
esutjss-282	149	46	companies	company	NOUN
esutjss-282	149	47	.	.	PUNCT
esutjss-282	150	1	predictive	predictive	ADJ
esutjss-282	150	2	models	model	NOUN
esutjss-282	150	3	could	could	AUX
esutjss-282	150	4	be	be	AUX
esutjss-282	150	5	developed	develop	VERB
esutjss-282	150	6	on	on	ADP
esutjss-282	150	7	such	such	ADJ
esutjss-282	150	8	platforms	platform	NOUN
esutjss-282	150	9	,	,	PUNCT
esutjss-282	150	10	to	to	PART
esutjss-282	150	11	enable	enable	VERB
esutjss-282	150	12	preventive	preventive	ADJ
esutjss-282	150	13	interventions	intervention	NOUN
esutjss-282	150	14	,	,	PUNCT
esutjss-282	150	15	and	and	CCONJ
esutjss-282	150	16	dynamic	dynamic	ADJ
esutjss-282	150	17	premium	premium	NOUN
esutjss-282	150	18	adjustment	adjustment	NOUN
esutjss-282	150	19	.	.	PUNCT
esutjss-282	151	1	this	this	PRON
esutjss-282	151	2	has	have	VERB
esutjss-282	151	3	the	the	DET
esutjss-282	151	4	advantages	advantage	NOUN
esutjss-282	151	5	not	not	PART
esutjss-282	151	6	only	only	ADV
esutjss-282	151	7	of	of	ADP
esutjss-282	151	8	enhancing	enhance	VERB
esutjss-282	151	9	financial	financial	ADJ
esutjss-282	151	10	sustainability	sustainability	NOUN
esutjss-282	151	11	to	to	ADP
esutjss-282	151	12	insurers	insurer	NOUN
esutjss-282	151	13	but	but	CCONJ
esutjss-282	151	14	also	also	ADV
esutjss-282	151	15	helps	help	VERB
esutjss-282	151	16	in	in	ADP
esutjss-282	151	17	wider	wide	ADJ
esutjss-282	151	18	road	road	NOUN
esutjss-282	151	19	safety	safety	NOUN
esutjss-282	151	20	objectives	objective	NOUN
esutjss-282	151	21	.	.	PUNCT
esutjss-282	152	1	spatial	spatial	ADJ
esutjss-282	152	2	and	and	CCONJ
esutjss-282	152	3	regional	regional	ADJ
esutjss-282	152	4	variations	variation	NOUN
esutjss-282	152	5	in	in	ADP
esutjss-282	152	6	road	road	NOUN
esutjss-282	152	7	infrastructure	infrastructure	NOUN
esutjss-282	152	8	conditions	condition	NOUN
esutjss-282	152	9	in	in	ADP
esutjss-282	152	10	nigeria	nigeria	PRON
esutjss-282	152	11	the	the	DET
esutjss-282	152	12	spatial	spatial	ADJ
esutjss-282	152	13	differences	difference	NOUN
esutjss-282	152	14	in	in	ADP
esutjss-282	152	15	road	road	NOUN
esutjss-282	152	16	conditions	condition	NOUN
esutjss-282	152	17	throughout	throughout	ADP
esutjss-282	152	18	nigeria	nigeria	PROPN
esutjss-282	152	19	are	be	AUX
esutjss-282	152	20	stark	stark	ADJ
esutjss-282	152	21	.	.	PUNCT
esutjss-282	153	1	certain	certain	ADJ
esutjss-282	153	2	cities	city	NOUN
esutjss-282	153	3	like	like	ADP
esutjss-282	153	4	abuja	abuja	PROPN
esutjss-282	153	5	,	,	PUNCT
esutjss-282	153	6	certain	certain	ADJ
esutjss-282	153	7	lagos	lagos	NOUN
esutjss-282	153	8	areas	area	NOUN
esutjss-282	153	9	,	,	PUNCT
esutjss-282	153	10	and	and	CCONJ
esutjss-282	153	11	certain	certain	ADJ
esutjss-282	153	12	state	state	NOUN
esutjss-282	153	13	capitals	capital	NOUN
esutjss-282	153	14	have	have	VERB
esutjss-282	153	15	relatively	relatively	ADV
esutjss-282	153	16	better	well	ADV
esutjss-282	153	17	maintained	maintain	VERB
esutjss-282	153	18	roads	road	NOUN
esutjss-282	153	19	,	,	PUNCT
esutjss-282	153	20	frequently	frequently	ADV
esutjss-282	153	21	as	as	ADP
esutjss-282	153	22	a	a	DET
esutjss-282	153	23	result	result	NOUN
esutjss-282	153	24	of	of	ADP
esutjss-282	153	25	focused	focused	ADJ
esutjss-282	153	26	federal	federal	ADJ
esutjss-282	153	27	funding	funding	NOUN
esutjss-282	153	28	,	,	PUNCT
esutjss-282	153	29	public	public	ADJ
esutjss-282	153	30	-	-	PUNCT
esutjss-282	153	31	private	private	ADJ
esutjss-282	153	32	alliances	alliance	NOUN
esutjss-282	153	33	,	,	PUNCT
esutjss-282	153	34	or	or	CCONJ
esutjss-282	153	35	improved	improve	VERB
esutjss-282	153	36	subnational	subnational	ADJ
esutjss-282	153	37	administrative	administrative	ADJ
esutjss-282	153	38	structures	structure	NOUN
esutjss-282	153	39	.	.	PUNCT
esutjss-282	154	1	conversely	conversely	ADV
esutjss-282	154	2	,	,	PUNCT
esutjss-282	154	3	large	large	ADJ
esutjss-282	154	4	sections	section	NOUN
esutjss-282	154	5	of	of	ADP
esutjss-282	154	6	the	the	DET
esutjss-282	154	7	northeast	northeast	NOUN
esutjss-282	154	8	,	,	PUNCT
esutjss-282	154	9	and	and	CCONJ
esutjss-282	154	10	the	the	DET
esutjss-282	154	11	middle	middle	ADJ
esutjss-282	154	12	belt	belt	NOUN
esutjss-282	154	13	are	be	AUX
esutjss-282	154	14	plagued	plague	VERB
esutjss-282	154	15	with	with	ADP
esutjss-282	154	16	maintained	maintain	VERB
esutjss-282	154	17	roads	road	NOUN
esutjss-282	154	18	that	that	PRON
esutjss-282	154	19	are	be	AUX
esutjss-282	154	20	in	in	ADP
esutjss-282	154	21	very	very	ADV
esutjss-282	154	22	poor	poor	ADJ
esutjss-282	154	23	conditions	condition	NOUN
esutjss-282	154	24	,	,	PUNCT
esutjss-282	154	25	undersurfaced	undersurfaced	ADJ
esutjss-282	154	26	or	or	CCONJ
esutjss-282	154	27	even	even	ADV
esutjss-282	154	28	impassable	impassable	ADJ
esutjss-282	154	29	roads	road	NOUN
esutjss-282	154	30	.	.	PUNCT
esutjss-282	155	1	these	these	DET
esutjss-282	155	2	disparities	disparity	NOUN
esutjss-282	155	3	are	be	AUX
esutjss-282	155	4	not	not	PART
esutjss-282	155	5	just	just	ADV
esutjss-282	155	6	anecdotal	anecdotal	ADJ
esutjss-282	155	7	,	,	PUNCT
esutjss-282	155	8	but	but	CCONJ
esutjss-282	155	9	are	be	AUX
esutjss-282	155	10	backed	back	VERB
esutjss-282	155	11	by	by	ADP
esutjss-282	155	12	empirical	empirical	ADJ
esutjss-282	155	13	research	research	NOUN
esutjss-282	155	14	that	that	PRON
esutjss-282	155	15	finds	find	VERB
esutjss-282	155	16	geography	geography	NOUN
esutjss-282	155	17	to	to	PART
esutjss-282	155	18	be	be	AUX
esutjss-282	155	19	a	a	DET
esutjss-282	155	20	fundamental	fundamental	ADJ
esutjss-282	155	21	base	base	NOUN
esutjss-282	155	22	of	of	ADP
esutjss-282	155	23	the	the	DET
esutjss-282	155	24	condition	condition	NOUN
esutjss-282	155	25	of	of	ADP
esutjss-282	155	26	roads	road	NOUN
esutjss-282	155	27	and	and	CCONJ
esutjss-282	155	28	the	the	DET
esutjss-282	155	29	safety	safety	NOUN
esutjss-282	155	30	of	of	ADP
esutjss-282	155	31	transport	transport	NOUN
esutjss-282	155	32	in	in	ADP
esutjss-282	155	33	transport	transport	NOUN
esutjss-282	155	34	.	.	PUNCT
esutjss-282	156	1	adeleke	adeleke	ADJ
esutjss-282	156	2	,	,	PUNCT
esutjss-282	156	3	osayomi	osayomi	NOUN
esutjss-282	156	4	,	,	PUNCT
esutjss-282	156	5	and	and	CCONJ
esutjss-282	156	6	iyanda	iyanda	PROPN
esutjss-282	156	7	(	(	PUNCT
esutjss-282	156	8	2020	2020	NUM
esutjss-282	156	9	)	)	PUNCT
esutjss-282	156	10	present	present	ADJ
esutjss-282	156	11	clear	clear	ADJ
esutjss-282	156	12	and	and	CCONJ
esutjss-282	156	13	strong	strong	ADJ
esutjss-282	156	14	evidence	evidence	NOUN
esutjss-282	156	15	that	that	SCONJ
esutjss-282	156	16	this	this	DET
esutjss-282	156	17	spatial	spatial	ADJ
esutjss-282	156	18	distribution	distribution	NOUN
esutjss-282	156	19	of	of	ADP
esutjss-282	156	20	road	road	NOUN
esutjss-282	156	21	traffic	traffic	NOUN
esutjss-282	156	22	crashes	crash	NOUN
esutjss-282	156	23	in	in	ADP
esutjss-282	156	24	occurrence	occurrence	NOUN
esutjss-282	156	25	and	and	CCONJ
esutjss-282	156	26	severity	severity	NOUN
esutjss-282	156	27	is	be	AUX
esutjss-282	156	28	critical	critical	ADJ
esutjss-282	156	29	,	,	PUNCT
esutjss-282	156	30	and	and	CCONJ
esutjss-282	156	31	the	the	DET
esutjss-282	156	32	quality	quality	NOUN
esutjss-282	156	33	of	of	ADP
esutjss-282	156	34	infrastructure	infrastructure	NOUN
esutjss-282	156	35	is	be	AUX
esutjss-282	156	36	an	an	DET
esutjss-282	156	37	important	important	ADJ
esutjss-282	156	38	factor	factor	NOUN
esutjss-282	156	39	.	.	PUNCT
esutjss-282	157	1	the	the	DET
esutjss-282	157	2	reflections	reflection	NOUN
esutjss-282	157	3	of	of	ADP
esutjss-282	157	4	regional	regional	ADJ
esutjss-282	157	5	variation	variation	NOUN
esutjss-282	157	6	in	in	ADP
esutjss-282	157	7	human	human	ADJ
esutjss-282	157	8	and	and	CCONJ
esutjss-282	157	9	mechanical	mechanical	ADJ
esutjss-282	157	10	components	component	NOUN
esutjss-282	157	11	make	make	VERB
esutjss-282	157	12	their	their	PRON
esutjss-282	157	13	study	study	NOUN
esutjss-282	157	14	remarkable	remarkable	ADJ
esutjss-282	157	15	as	as	SCONJ
esutjss-282	157	16	the	the	DET
esutjss-282	157	17	components	component	NOUN
esutjss-282	157	18	combine	combine	VERB
esutjss-282	157	19	with	with	ADP
esutjss-282	157	20	the	the	DET
esutjss-282	157	21	infrastructural	infrastructural	ADJ
esutjss-282	157	22	gaps	gap	NOUN
esutjss-282	157	23	at	at	ADP
esutjss-282	157	24	the	the	DET
esutjss-282	157	25	local	local	ADJ
esutjss-282	157	26	level	level	NOUN
esutjss-282	157	27	to	to	PART
esutjss-282	157	28	generate	generate	VERB
esutjss-282	157	29	highly	highly	ADV
esutjss-282	157	30	inconsistent	inconsistent	ADJ
esutjss-282	157	31	road	road	NOUN
esutjss-282	157	32	safety	safety	NOUN
esutjss-282	157	33	results	result	NOUN
esutjss-282	157	34	.	.	PUNCT
esutjss-282	158	1	the	the	DET
esutjss-282	158	2	report	report	NOUN
esutjss-282	158	3	by	by	ADP
esutjss-282	158	4	akinyemi	akinyemi	NOUN
esutjss-282	158	5	(	(	PUNCT
esutjss-282	158	6	2019	2019	NUM
esutjss-282	158	7	)	)	PUNCT
esutjss-282	158	8	uses	use	VERB
esutjss-282	158	9	exploratory	exploratory	ADJ
esutjss-282	158	10	spatial	spatial	ADJ
esutjss-282	158	11	data	data	NOUN
esutjss-282	158	12	analysis	analysis	NOUN
esutjss-282	158	13	(	(	PUNCT
esutjss-282	158	14	esda	esda	NOUN
esutjss-282	158	15	)	)	PUNCT
esutjss-282	158	16	methods	method	NOUN
esutjss-282	158	17	to	to	PART
esutjss-282	158	18	delve	delve	VERB
esutjss-282	158	19	deeper	deeply	ADV
esutjss-282	158	20	into	into	ADP
esutjss-282	158	21	these	these	DET
esutjss-282	158	22	geospatial	geospatial	ADJ
esutjss-282	158	23	dynamics	dynamic	NOUN
esutjss-282	158	24	,	,	PUNCT
esutjss-282	158	25	showing	show	VERB
esutjss-282	158	26	that	that	DET
esutjss-282	158	27	road	road	NOUN
esutjss-282	158	28	mortality	mortality	NOUN
esutjss-282	158	29	and	and	CCONJ
esutjss-282	158	30	morbidity	morbidity	NOUN
esutjss-282	158	31	are	be	AUX
esutjss-282	158	32	concentrated	concentrate	VERB
esutjss-282	158	33	in	in	ADP
esutjss-282	158	34	infrastrurally	infrastrurally	ADV
esutjss-282	158	35	deprived	deprive	VERB
esutjss-282	158	36	areas	area	NOUN
esutjss-282	158	37	.	.	PUNCT
esutjss-282	159	1	such	such	ADJ
esutjss-282	159	2	results	result	NOUN
esutjss-282	159	3	validate	validate	VERB
esutjss-282	159	4	what	what	PRON
esutjss-282	159	5	ordinary	ordinary	ADJ
esutjss-282	159	6	commuters	commuter	NOUN
esutjss-282	159	7	and	and	CCONJ
esutjss-282	159	8	logistics	logistic	NOUN
esutjss-282	159	9	providers	provider	NOUN
esutjss-282	159	10	have	have	AUX
esutjss-282	159	11	long	long	ADV
esutjss-282	159	12	had	have	AUX
esutjss-282	159	13	their	their	PRON
esutjss-282	159	14	instincts	instinct	NOUN
esutjss-282	159	15	tell	tell	VERB
esutjss-282	159	16	them	they	PRON
esutjss-282	159	17	,	,	PUNCT
esutjss-282	159	18	that	that	DET
esutjss-282	159	19	geography	geography	NOUN
esutjss-282	159	20	and	and	CCONJ
esutjss-282	159	21	infrastructure	infrastructure	NOUN
esutjss-282	159	22	act	act	NOUN
esutjss-282	159	23	in	in	ADP
esutjss-282	159	24	concert	concert	NOUN
esutjss-282	159	25	to	to	PART
esutjss-282	159	26	generate	generate	VERB
esutjss-282	159	27	unequal	unequal	ADJ
esutjss-282	159	28	transport	transport	NOUN
esutjss-282	159	29	risks	risk	NOUN
esutjss-282	159	30	in	in	ADP
esutjss-282	159	31	nigeria	nigeria	PROPN
esutjss-282	159	32	.	.	PUNCT
esutjss-282	160	1	these	these	DET
esutjss-282	160	2	spatial	spatial	ADJ
esutjss-282	160	3	disparities	disparity	NOUN
esutjss-282	160	4	also	also	ADV
esutjss-282	160	5	have	have	VERB
esutjss-282	160	6	a	a	DET
esutjss-282	160	7	significant	significant	ADJ
esutjss-282	160	8	impact	impact	NOUN
esutjss-282	160	9	on	on	ADP
esutjss-282	160	10	public	public	ADJ
esutjss-282	160	11	health	health	NOUN
esutjss-282	160	12	outcomes	outcome	NOUN
esutjss-282	160	13	.	.	PUNCT
esutjss-282	161	1	the	the	DET
esutjss-282	161	2	article	article	NOUN
esutjss-282	161	3	by	by	ADP
esutjss-282	161	4	odusola	odusola	PROPN
esutjss-282	161	5	et	et	PROPN
esutjss-282	161	6	al	al	PROPN
esutjss-282	161	7	.	.	PROPN
esutjss-282	161	8	(	(	PUNCT
esutjss-282	161	9	2023	2023	NUM
esutjss-282	161	10	)	)	PUNCT
esutjss-282	161	11	shows	show	VERB
esutjss-282	161	12	that	that	SCONJ
esutjss-282	161	13	the	the	DET
esutjss-282	161	14	response	response	NOUN
esutjss-282	161	15	time	time	NOUN
esutjss-282	161	16	of	of	ADP
esutjss-282	161	17	ambulances	ambulance	NOUN
esutjss-282	161	18	in	in	ADP
esutjss-282	161	19	lagos	lagos	NOUN
esutjss-282	161	20	state	state	NOUN
esutjss-282	161	21	is	be	AUX
esutjss-282	161	22	highly	highly	ADV
esutjss-282	161	23	dependent	dependent	ADJ
esutjss-282	161	24	on	on	ADP
esutjss-282	161	25	the	the	DET
esutjss-282	161	26	conditions	condition	NOUN
esutjss-282	161	27	of	of	ADP
esutjss-282	161	28	local	local	ADJ
esutjss-282	161	29	traffic	traffic	NOUN
esutjss-282	161	30	and	and	CCONJ
esutjss-282	161	31	the	the	DET
esutjss-282	161	32	state	state	NOUN
esutjss-282	161	33	of	of	ADP
esutjss-282	161	34	roads	road	NOUN
esutjss-282	161	35	.	.	PUNCT
esutjss-282	162	1	back	back	ADV
esutjss-282	162	2	in	in	ADP
esutjss-282	162	3	nigeria	nigeria	PROPN
esutjss-282	162	4	,	,	PUNCT
esutjss-282	162	5	in	in	ADP
esutjss-282	162	6	the	the	DET
esutjss-282	162	7	most	most	ADV
esutjss-282	162	8	economically	economically	ADV
esutjss-282	162	9	advanced	advanced	ADJ
esutjss-282	162	10	state	state	NOUN
esutjss-282	162	11	,	,	PUNCT
esutjss-282	162	12	the	the	DET
esutjss-282	162	13	emergency	emergency	NOUN
esutjss-282	162	14	response	response	NOUN
esutjss-282	162	15	time	time	NOUN
esutjss-282	162	16	costs	cost	VERB
esutjss-282	162	17	people	people	NOUN
esutjss-282	162	18	life	life	NOUN
esutjss-282	162	19	and	and	CCONJ
esutjss-282	162	20	problems	problem	NOUN
esutjss-282	162	21	in	in	ADP
esutjss-282	162	22	some	some	DET
esutjss-282	162	23	districts	district	NOUN
esutjss-282	162	24	is	be	AUX
esutjss-282	162	25	high	high	ADJ
esutjss-282	162	26	because	because	SCONJ
esutjss-282	162	27	of	of	ADP
esutjss-282	162	28	the	the	DET
esutjss-282	162	29	overcrowding	overcrowding	NOUN
esutjss-282	162	30	and	and	CCONJ
esutjss-282	162	31	the	the	DET
esutjss-282	162	32	road	road	NOUN
esutjss-282	162	33	conditions	condition	NOUN
esutjss-282	162	34	being	be	AUX
esutjss-282	162	35	poor	poor	ADJ
esutjss-282	162	36	.	.	PUNCT
esutjss-282	163	1	the	the	DET
esutjss-282	163	2	context	context	NOUN
esutjss-282	163	3	-	-	PUNCT
esutjss-282	163	4	sensitive	sensitive	ADJ
esutjss-282	163	5	and	and	CCONJ
esutjss-282	163	6	regionally	regionally	ADV
esutjss-282	163	7	calibrated	calibrate	VERB
esutjss-282	163	8	infrastructure	infrastructure	NOUN
esutjss-282	163	9	planning	planning	NOUN
esutjss-282	163	10	is	be	AUX
esutjss-282	163	11	backed	back	VERB
esutjss-282	163	12	by	by	ADP
esutjss-282	163	13	their	their	PRON
esutjss-282	163	14	spatial	spatial	ADJ
esutjss-282	163	15	and	and	CCONJ
esutjss-282	163	16	temporal	temporal	ADJ
esutjss-282	163	17	analysis	analysis	NOUN
esutjss-282	163	18	.	.	PUNCT
esutjss-282	164	1	where	where	SCONJ
esutjss-282	164	2	road	road	NOUN
esutjss-282	164	3	infrastructure	infrastructure	NOUN
esutjss-282	164	4	is	be	AUX
esutjss-282	164	5	most	most	ADV
esutjss-282	164	6	lacking	lacking	ADJ
esutjss-282	164	7	,	,	PUNCT
esutjss-282	164	8	the	the	DET
esutjss-282	164	9	economic	economic	ADJ
esutjss-282	164	10	costs	cost	NOUN
esutjss-282	164	11	are	be	AUX
esutjss-282	164	12	also	also	ADV
esutjss-282	164	13	aggravated	aggravate	VERB
esutjss-282	164	14	.	.	PUNCT
esutjss-282	165	1	late	late	ADJ
esutjss-282	165	2	deliveries	delivery	NOUN
esutjss-282	165	3	of	of	ADP
esutjss-282	165	4	goods	good	NOUN
esutjss-282	165	5	,	,	PUNCT
esutjss-282	165	6	spoilage	spoilage	NOUN
esutjss-282	165	7	of	of	ADP
esutjss-282	165	8	agricultural	agricultural	ADJ
esutjss-282	165	9	products	product	NOUN
esutjss-282	165	10	,	,	PUNCT
esutjss-282	165	11	and	and	CCONJ
esutjss-282	165	12	greater	great	ADJ
esutjss-282	165	13	fuel	fuel	NOUN
esutjss-282	165	14	wastage	wastage	NOUN
esutjss-282	165	15	and	and	CCONJ
esutjss-282	165	16	maintenance	maintenance	NOUN
esutjss-282	165	17	expenses	expense	NOUN
esutjss-282	165	18	damage	damage	VERB
esutjss-282	165	19	economic	economic	ADJ
esutjss-282	165	20	activities	activity	NOUN
esutjss-282	165	21	and	and	CCONJ
esutjss-282	165	22	thus	thus	ADV
esutjss-282	165	23	depleted	depleted	ADJ
esutjss-282	165	24	household	household	NOUN
esutjss-282	165	25	income	income	NOUN
esutjss-282	165	26	.	.	PUNCT
esutjss-282	166	1	these	these	DET
esutjss-282	166	2	effects	effect	NOUN
esutjss-282	166	3	are	be	AUX
esutjss-282	166	4	severe	severe	ADJ
esutjss-282	166	5	especially	especially	ADV
esutjss-282	166	6	in	in	ADP
esutjss-282	166	7	the	the	DET
esutjss-282	166	8	rural	rural	ADJ
esutjss-282	166	9	economies	economy	NOUN
esutjss-282	166	10	which	which	PRON
esutjss-282	166	11	depend	depend	VERB
esutjss-282	166	12	on	on	ADP
esutjss-282	166	13	the	the	DET
esutjss-282	166	14	road	road	NOUN
esutjss-282	166	15	networks	network	NOUN
esutjss-282	166	16	in	in	ADP
esutjss-282	166	17	order	order	NOUN
esutjss-282	166	18	to	to	PART
esutjss-282	166	19	reach	reach	VERB
esutjss-282	166	20	markets	market	NOUN
esutjss-282	166	21	,	,	PUNCT
esutjss-282	166	22	health	health	NOUN
esutjss-282	166	23	and	and	CCONJ
esutjss-282	166	24	education	education	NOUN
esutjss-282	166	25	.	.	PUNCT
esutjss-282	167	1	by	by	ADP
esutjss-282	167	2	building	build	VERB
esutjss-282	167	3	a	a	DET
esutjss-282	167	4	geographic	geographic	ADJ
esutjss-282	167	5	road	road	NOUN
esutjss-282	167	6	accident	accident	NOUN
esutjss-282	167	7	226	226	NUM
esutjss-282	167	8	severity	severity	NOUN
esutjss-282	167	9	index	index	NOUN
esutjss-282	167	10	,	,	PUNCT
esutjss-282	167	11	iyanda	iyanda	PROPN
esutjss-282	167	12	(	(	PUNCT
esutjss-282	167	13	2019	2019	NUM
esutjss-282	167	14	)	)	PUNCT
esutjss-282	167	15	highlights	highlight	VERB
esutjss-282	167	16	the	the	DET
esutjss-282	167	17	correlation	correlation	NOUN
esutjss-282	167	18	between	between	ADP
esutjss-282	167	19	poor	poor	ADJ
esutjss-282	167	20	road	road	NOUN
esutjss-282	167	21	infrastructure	infrastructure	NOUN
esutjss-282	167	22	and	and	CCONJ
esutjss-282	167	23	the	the	DET
esutjss-282	167	24	severity	severity	NOUN
esutjss-282	167	25	of	of	ADP
esutjss-282	167	26	accidents	accident	NOUN
esutjss-282	167	27	.	.	PUNCT
esutjss-282	168	1	this	this	DET
esutjss-282	168	2	research	research	NOUN
esutjss-282	168	3	concludes	conclude	VERB
esutjss-282	168	4	that	that	SCONJ
esutjss-282	168	5	the	the	DET
esutjss-282	168	6	chances	chance	NOUN
esutjss-282	168	7	of	of	ADP
esutjss-282	168	8	fatal	fatal	ADJ
esutjss-282	168	9	accidents	accident	NOUN
esutjss-282	168	10	on	on	ADP
esutjss-282	168	11	the	the	DET
esutjss-282	168	12	road	road	NOUN
esutjss-282	168	13	are	be	AUX
esutjss-282	168	14	considerably	considerably	ADV
esutjss-282	168	15	high	high	ADJ
esutjss-282	168	16	in	in	ADP
esutjss-282	168	17	areas	area	NOUN
esutjss-282	168	18	where	where	SCONJ
esutjss-282	168	19	the	the	DET
esutjss-282	168	20	road	road	NOUN
esutjss-282	168	21	is	be	AUX
esutjss-282	168	22	poorly	poorly	ADV
esutjss-282	168	23	constructed	construct	VERB
esutjss-282	168	24	or	or	CCONJ
esutjss-282	168	25	maintained	maintain	VERB
esutjss-282	168	26	.	.	PUNCT
esutjss-282	169	1	such	such	DET
esutjss-282	169	2	an	an	DET
esutjss-282	169	3	association	association	NOUN
esutjss-282	169	4	has	have	AUX
esutjss-282	169	5	farreaching	farreache	VERB
esutjss-282	169	6	policy	policy	NOUN
esutjss-282	169	7	implications	implication	NOUN
esutjss-282	169	8	,	,	PUNCT
esutjss-282	169	9	especially	especially	ADV
esutjss-282	169	10	in	in	ADP
esutjss-282	169	11	a	a	DET
esutjss-282	169	12	nation	nation	NOUN
esutjss-282	169	13	with	with	ADP
esutjss-282	169	14	an	an	DET
esutjss-282	169	15	uneven	uneven	ADJ
esutjss-282	169	16	distribution	distribution	NOUN
esutjss-282	169	17	in	in	ADP
esutjss-282	169	18	access	access	NOUN
esutjss-282	169	19	to	to	ADP
esutjss-282	169	20	emergency	emergency	NOUN
esutjss-282	169	21	care	care	NOUN
esutjss-282	169	22	and	and	CCONJ
esutjss-282	169	23	trauma	trauma	NOUN
esutjss-282	169	24	management	management	NOUN
esutjss-282	169	25	.	.	PUNCT
esutjss-282	170	1	moreover	moreover	ADV
esutjss-282	170	2	,	,	PUNCT
esutjss-282	170	3	these	these	DET
esutjss-282	170	4	infrastructural	infrastructural	ADJ
esutjss-282	170	5	disparities	disparity	NOUN
esutjss-282	170	6	closely	closely	ADV
esutjss-282	170	7	align	align	VERB
esutjss-282	170	8	with	with	ADP
esutjss-282	170	9	the	the	DET
esutjss-282	170	10	larger	large	ADJ
esutjss-282	170	11	pattern	pattern	NOUN
esutjss-282	170	12	of	of	ADP
esutjss-282	170	13	regional	regional	ADJ
esutjss-282	170	14	inequality	inequality	NOUN
esutjss-282	170	15	in	in	ADP
esutjss-282	170	16	nigeria	nigeria	PROPN
esutjss-282	170	17	,	,	PUNCT
esutjss-282	170	18	overlapping	overlap	VERB
esutjss-282	170	19	with	with	ADP
esutjss-282	170	20	the	the	DET
esutjss-282	170	21	patterns	pattern	NOUN
esutjss-282	170	22	of	of	ADP
esutjss-282	170	23	poverty	poverty	NOUN
esutjss-282	170	24	,	,	PUNCT
esutjss-282	170	25	political	political	ADJ
esutjss-282	170	26	marginalization	marginalization	NOUN
esutjss-282	170	27	,	,	PUNCT
esutjss-282	170	28	and	and	CCONJ
esutjss-282	170	29	low	low	ADJ
esutjss-282	170	30	institutional	institutional	ADJ
esutjss-282	170	31	capacity	capacity	NOUN
esutjss-282	170	32	.	.	PUNCT
esutjss-282	171	1	bayode	bayode	NOUN
esutjss-282	171	2	et	et	PROPN
esutjss-282	171	3	al	al	PROPN
esutjss-282	171	4	.	.	PROPN
esutjss-282	172	1	(	(	PUNCT
esutjss-282	172	2	2022	2022	NUM
esutjss-282	172	3	)	)	PUNCT
esutjss-282	172	4	are	be	AUX
esutjss-282	172	5	a	a	DET
esutjss-282	172	6	bit	bit	NOUN
esutjss-282	172	7	spatially	spatially	ADV
esutjss-282	172	8	narrower	narrow	ADJ
esutjss-282	172	9	in	in	ADP
esutjss-282	172	10	their	their	PRON
esutjss-282	172	11	subject	subject	NOUN
esutjss-282	172	12	of	of	ADP
esutjss-282	172	13	research	research	NOUN
esutjss-282	172	14	,	,	PUNCT
esutjss-282	172	15	being	be	AUX
esutjss-282	172	16	occupied	occupy	VERB
esutjss-282	172	17	with	with	ADP
esutjss-282	172	18	the	the	DET
esutjss-282	172	19	spatial	spatial	ADJ
esutjss-282	172	20	distribution	distribution	NOUN
esutjss-282	172	21	of	of	ADP
esutjss-282	172	22	covid-19	covid-19	PROPN
esutjss-282	172	23	risk	risk	NOUN
esutjss-282	172	24	factors	factor	NOUN
esutjss-282	172	25	,	,	PUNCT
esutjss-282	172	26	but	but	CCONJ
esutjss-282	172	27	still	still	ADV
esutjss-282	172	28	have	have	VERB
esutjss-282	172	29	a	a	DET
esutjss-282	172	30	methodologically	methodologically	ADV
esutjss-282	172	31	applicable	applicable	ADJ
esutjss-282	172	32	contribution	contribution	NOUN
esutjss-282	172	33	to	to	PART
esutjss-282	172	34	make	make	VERB
esutjss-282	172	35	in	in	ADP
esutjss-282	172	36	the	the	DET
esutjss-282	172	37	field	field	NOUN
esutjss-282	172	38	in	in	ADP
esutjss-282	172	39	question	question	NOUN
esutjss-282	172	40	,	,	PUNCT
esutjss-282	172	41	having	having	AUX
esutjss-282	172	42	applied	apply	VERB
esutjss-282	172	43	spatial	spatial	ADJ
esutjss-282	172	44	regression	regression	NOUN
esutjss-282	172	45	methods	method	NOUN
esutjss-282	172	46	which	which	PRON
esutjss-282	172	47	can	can	AUX
esutjss-282	172	48	be	be	AUX
esutjss-282	172	49	effectively	effectively	ADV
esutjss-282	172	50	applied	apply	VERB
esutjss-282	172	51	to	to	ADP
esutjss-282	172	52	the	the	DET
esutjss-282	172	53	same	same	ADJ
esutjss-282	172	54	areas	area	NOUN
esutjss-282	172	55	of	of	ADP
esutjss-282	172	56	concern	concern	NOUN
esutjss-282	172	57	as	as	ADP
esutjss-282	172	58	the	the	DET
esutjss-282	172	59	road	road	NOUN
esutjss-282	172	60	infrastructure	infrastructure	NOUN
esutjss-282	172	61	and	and	CCONJ
esutjss-282	172	62	crash	crash	NOUN
esutjss-282	172	63	analysis	analysis	NOUN
esutjss-282	172	64	.	.	PUNCT
esutjss-282	173	1	their	their	PRON
esutjss-282	173	2	effort	effort	NOUN
esutjss-282	173	3	directs	direct	VERB
esutjss-282	173	4	to	to	ADP
esutjss-282	173	5	the	the	DET
esutjss-282	173	6	utility	utility	NOUN
esutjss-282	173	7	of	of	ADP
esutjss-282	173	8	spatial	spatial	ADJ
esutjss-282	173	9	modeling	modeling	NOUN
esutjss-282	173	10	in	in	ADP
esutjss-282	173	11	resolving	resolve	VERB
esutjss-282	173	12	clusters	cluster	NOUN
esutjss-282	173	13	of	of	ADP
esutjss-282	173	14	infrastructural	infrastructural	ADJ
esutjss-282	173	15	disregard	disregard	NOUN
esutjss-282	173	16	and	and	CCONJ
esutjss-282	173	17	permitting	permit	VERB
esutjss-282	173	18	more	more	ADV
esutjss-282	173	19	exact	exact	ADJ
esutjss-282	173	20	interventions	intervention	NOUN
esutjss-282	173	21	.	.	PUNCT
esutjss-282	174	1	in	in	ADP
esutjss-282	174	2	spite	spite	NOUN
esutjss-282	174	3	of	of	ADP
esutjss-282	174	4	marginal	marginal	ADJ
esutjss-282	174	5	gains	gain	NOUN
esutjss-282	174	6	in	in	ADP
esutjss-282	174	7	some	some	DET
esutjss-282	174	8	urban	urban	ADJ
esutjss-282	174	9	centers	center	NOUN
esutjss-282	174	10	,	,	PUNCT
esutjss-282	174	11	the	the	DET
esutjss-282	174	12	situation	situation	NOUN
esutjss-282	174	13	nationally	nationally	ADV
esutjss-282	174	14	is	be	AUX
esutjss-282	174	15	grim	grim	ADJ
esutjss-282	174	16	(	(	PUNCT
esutjss-282	174	17	alli	alli	PROPN
esutjss-282	174	18	,	,	PUNCT
esutjss-282	174	19	2024	2024	NUM
esutjss-282	174	20	)	)	PUNCT
esutjss-282	174	21	.	.	PUNCT
esutjss-282	175	1	urban	urban	ADJ
esutjss-282	175	2	infrastructure	infrastructure	NOUN
esutjss-282	175	3	and	and	CCONJ
esutjss-282	175	4	road	road	NOUN
esutjss-282	175	5	safety	safety	NOUN
esutjss-282	175	6	challenges	challenge	NOUN
esutjss-282	175	7	in	in	ADP
esutjss-282	175	8	lagos	lagos	NOUN
esutjss-282	175	9	state	state	NOUN
esutjss-282	175	10	lagos	lago	NOUN
esutjss-282	175	11	,	,	PUNCT
esutjss-282	175	12	the	the	DET
esutjss-282	175	13	prime	prime	ADJ
esutjss-282	175	14	economic	economic	ADJ
esutjss-282	175	15	center	center	NOUN
esutjss-282	175	16	of	of	ADP
esutjss-282	175	17	nigeria	nigeria	PROPN
esutjss-282	175	18	that	that	PRON
esutjss-282	175	19	is	be	AUX
esutjss-282	175	20	one	one	NUM
esutjss-282	175	21	of	of	ADP
esutjss-282	175	22	the	the	DET
esutjss-282	175	23	most	most	ADV
esutjss-282	175	24	dense	dense	ADJ
esutjss-282	175	25	urban	urban	ADJ
esutjss-282	175	26	agglomerations	agglomeration	NOUN
esutjss-282	175	27	in	in	ADP
esutjss-282	175	28	africa	africa	PROPN
esutjss-282	175	29	,	,	PUNCT
esutjss-282	175	30	is	be	AUX
esutjss-282	175	31	emblematic	emblematic	ADJ
esutjss-282	175	32	of	of	ADP
esutjss-282	175	33	infrastructural	infrastructural	ADJ
esutjss-282	175	34	problems	problem	NOUN
esutjss-282	175	35	in	in	ADP
esutjss-282	175	36	the	the	DET
esutjss-282	175	37	rapidly	rapidly	ADV
esutjss-282	175	38	urbanizing	urbanizing	ADJ
esutjss-282	175	39	cities	city	NOUN
esutjss-282	175	40	of	of	ADP
esutjss-282	175	41	the	the	DET
esutjss-282	175	42	global	global	PROPN
esutjss-282	175	43	south	south	PROPN
esutjss-282	175	44	.	.	PUNCT
esutjss-282	176	1	with	with	ADP
esutjss-282	176	2	its	its	PRON
esutjss-282	176	3	already	already	ADV
esutjss-282	176	4	large	large	ADJ
esutjss-282	176	5	population	population	NOUN
esutjss-282	176	6	and	and	CCONJ
esutjss-282	176	7	the	the	DET
esutjss-282	176	8	combination	combination	NOUN
esutjss-282	176	9	of	of	ADP
esutjss-282	176	10	natural	natural	ADJ
esutjss-282	176	11	and	and	CCONJ
esutjss-282	176	12	internal	internal	ADJ
esutjss-282	176	13	migration	migration	NOUN
esutjss-282	176	14	,	,	PUNCT
esutjss-282	176	15	the	the	DET
esutjss-282	176	16	city	city	NOUN
esutjss-282	176	17	has	have	AUX
esutjss-282	176	18	surpassed	surpass	VERB
esutjss-282	176	19	its	its	PRON
esutjss-282	176	20	transport	transport	NOUN
esutjss-282	176	21	system	system	NOUN
esutjss-282	176	22	,	,	PUNCT
esutjss-282	176	23	showing	show	VERB
esutjss-282	176	24	severe	severe	ADJ
esutjss-282	176	25	shortcomings	shortcoming	NOUN
esutjss-282	176	26	in	in	ADP
esutjss-282	176	27	urban	urban	ADJ
esutjss-282	176	28	planning	planning	NOUN
esutjss-282	176	29	and	and	CCONJ
esutjss-282	176	30	infrastructure	infrastructure	NOUN
esutjss-282	176	31	resilience	resilience	NOUN
esutjss-282	176	32	(	(	PUNCT
esutjss-282	176	33	uduku	uduku	PROPN
esutjss-282	176	34	et	et	PROPN
esutjss-282	176	35	al	al	PROPN
esutjss-282	176	36	.	.	PROPN
esutjss-282	176	37	,	,	PUNCT
esutjss-282	176	38	2021	2021	NUM
esutjss-282	176	39	)	)	PUNCT
esutjss-282	176	40	.	.	PUNCT
esutjss-282	177	1	consequently	consequently	ADV
esutjss-282	177	2	,	,	PUNCT
esutjss-282	177	3	lagos	lago	NOUN
esutjss-282	177	4	records	record	NOUN
esutjss-282	177	5	chronic	chronic	ADJ
esutjss-282	177	6	and	and	CCONJ
esutjss-282	177	7	acute	acute	ADJ
esutjss-282	177	8	shortages	shortage	NOUN
esutjss-282	177	9	of	of	ADP
esutjss-282	177	10	road	road	NOUN
esutjss-282	177	11	infrastructure	infrastructure	NOUN
esutjss-282	177	12	,	,	PUNCT
esutjss-282	177	13	which	which	PRON
esutjss-282	177	14	not	not	PART
esutjss-282	177	15	only	only	ADV
esutjss-282	177	16	cause	cause	VERB
esutjss-282	177	17	paralyzing	paralyze	VERB
esutjss-282	177	18	traffic	traffic	NOUN
esutjss-282	177	19	jams	jam	NOUN
esutjss-282	177	20	,	,	PUNCT
esutjss-282	177	21	massive	massive	ADJ
esutjss-282	177	22	troubles	trouble	NOUN
esutjss-282	177	23	to	to	ADP
esutjss-282	177	24	commuters	commuter	NOUN
esutjss-282	177	25	,	,	PUNCT
esutjss-282	177	26	high	high	ADJ
esutjss-282	177	27	costs	cost	NOUN
esutjss-282	177	28	of	of	ADP
esutjss-282	177	29	vehicular	vehicular	ADJ
esutjss-282	177	30	operations	operation	NOUN
esutjss-282	177	31	and	and	CCONJ
esutjss-282	177	32	an	an	DET
esutjss-282	177	33	increase	increase	NOUN
esutjss-282	177	34	in	in	ADP
esutjss-282	177	35	accidents	accident	NOUN
esutjss-282	177	36	.	.	PUNCT
esutjss-282	178	1	the	the	DET
esutjss-282	178	2	problems	problem	NOUN
esutjss-282	178	3	are	be	AUX
esutjss-282	178	4	not	not	PART
esutjss-282	178	5	isolated	isolate	VERB
esutjss-282	178	6	technical	technical	ADJ
esutjss-282	178	7	challenges	challenge	NOUN
esutjss-282	178	8	but	but	CCONJ
esutjss-282	178	9	as	as	ADP
esutjss-282	178	10	a	a	DET
esutjss-282	178	11	symptom	symptom	NOUN
esutjss-282	178	12	of	of	ADP
esutjss-282	178	13	structural	structural	ADJ
esutjss-282	178	14	,	,	PUNCT
esutjss-282	178	15	administrative	administrative	ADJ
esutjss-282	178	16	,	,	PUNCT
esutjss-282	178	17	and	and	CCONJ
esutjss-282	178	18	ecological	ecological	ADJ
esutjss-282	178	19	weaknesses	weakness	NOUN
esutjss-282	178	20	of	of	ADP
esutjss-282	178	21	urban	urban	ADJ
esutjss-282	178	22	transport	transport	NOUN
esutjss-282	178	23	ecosystem	ecosystem	NOUN
esutjss-282	178	24	in	in	ADP
esutjss-282	178	25	the	the	DET
esutjss-282	178	26	city	city	NOUN
esutjss-282	178	27	(	(	PUNCT
esutjss-282	178	28	salisu	salisu	ADJ
esutjss-282	178	29	,	,	PUNCT
esutjss-282	178	30	2019	2019	NUM
esutjss-282	178	31	)	)	PUNCT
esutjss-282	178	32	.	.	PUNCT
esutjss-282	179	1	one	one	NUM
esutjss-282	179	2	of	of	ADP
esutjss-282	179	3	the	the	DET
esutjss-282	179	4	major	major	ADJ
esutjss-282	179	5	qualities	quality	NOUN
esutjss-282	179	6	of	of	ADP
esutjss-282	179	7	the	the	DET
esutjss-282	179	8	infrastructural	infrastructural	ADJ
esutjss-282	179	9	images	image	NOUN
esutjss-282	179	10	in	in	ADP
esutjss-282	179	11	lagos	lagos	NOUN
esutjss-282	179	12	is	be	AUX
esutjss-282	179	13	that	that	SCONJ
esutjss-282	179	14	its	its	PRON
esutjss-282	179	15	road	road	NOUN
esutjss-282	179	16	network	network	NOUN
esutjss-282	179	17	has	have	AUX
esutjss-282	179	18	perennially	perennially	ADV
esutjss-282	179	19	and	and	CCONJ
esutjss-282	179	20	failing	fail	VERB
esutjss-282	179	21	to	to	PART
esutjss-282	179	22	match	match	VERB
esutjss-282	179	23	the	the	DET
esutjss-282	179	24	vastly	vastly	ADV
esutjss-282	179	25	-	-	PUNCT
esutjss-282	179	26	rising	rise	VERB
esutjss-282	179	27	urban	urban	ADJ
esutjss-282	179	28	needs	need	NOUN
esutjss-282	179	29	.	.	PUNCT
esutjss-282	180	1	major	major	ADJ
esutjss-282	180	2	arterial	arterial	ADJ
esutjss-282	180	3	roads	road	NOUN
esutjss-282	180	4	,	,	PUNCT
esutjss-282	180	5	inner	inner	ADJ
esutjss-282	180	6	-	-	PUNCT
esutjss-282	180	7	city	city	NOUN
esutjss-282	180	8	routes	route	NOUN
esutjss-282	180	9	,	,	PUNCT
esutjss-282	180	10	and	and	CCONJ
esutjss-282	180	11	feeder	feeder	NOUN
esutjss-282	180	12	roads	road	NOUN
esutjss-282	180	13	are	be	AUX
esutjss-282	180	14	at	at	ADP
esutjss-282	180	15	various	various	ADJ
esutjss-282	180	16	levels	level	NOUN
esutjss-282	180	17	of	of	ADP
esutjss-282	180	18	physical	physical	ADJ
esutjss-282	180	19	degradation	degradation	NOUN
esutjss-282	180	20	,	,	PUNCT
esutjss-282	180	21	caused	cause	VERB
esutjss-282	180	22	by	by	ADP
esutjss-282	180	23	the	the	DET
esutjss-282	180	24	lack	lack	NOUN
esutjss-282	180	25	of	of	ADP
esutjss-282	180	26	preventive	preventive	ADJ
esutjss-282	180	27	maintenance	maintenance	NOUN
esutjss-282	180	28	and	and	CCONJ
esutjss-282	180	29	the	the	DET
esutjss-282	180	30	poor	poor	ADJ
esutjss-282	180	31	(	(	PUNCT
esutjss-282	180	32	inferior	inferior	ADJ
esutjss-282	180	33	quality	quality	NOUN
esutjss-282	180	34	)	)	PUNCT
esutjss-282	180	35	materials	material	NOUN
esutjss-282	180	36	used	use	VERB
esutjss-282	180	37	in	in	ADP
esutjss-282	180	38	construction	construction	NOUN
esutjss-282	180	39	(	(	PUNCT
esutjss-282	180	40	femi	femi	PROPN
esutjss-282	180	41	&	&	CCONJ
esutjss-282	180	42	tolorunloju	tolorunloju	PROPN
esutjss-282	180	43	,	,	PUNCT
esutjss-282	180	44	2020	2020	NUM
esutjss-282	180	45	;	;	PUNCT
esutjss-282	180	46	adepoju	adepoju	NOUN
esutjss-282	180	47	,	,	PUNCT
esutjss-282	180	48	2021	2021	NUM
esutjss-282	180	49	)	)	PUNCT
esutjss-282	180	50	.	.	PUNCT
esutjss-282	181	1	potholes	pothole	NOUN
esutjss-282	181	2	are	be	AUX
esutjss-282	181	3	everywhere	everywhere	ADV
esutjss-282	181	4	across	across	ADP
esutjss-282	181	5	the	the	DET
esutjss-282	181	6	state	state	NOUN
esutjss-282	181	7	and	and	CCONJ
esutjss-282	181	8	what	what	PRON
esutjss-282	181	9	might	might	AUX
esutjss-282	181	10	have	have	AUX
esutjss-282	181	11	been	be	AUX
esutjss-282	181	12	a	a	DET
esutjss-282	181	13	relatively	relatively	ADV
esutjss-282	181	14	brief	brief	ADJ
esutjss-282	181	15	commute	commute	NOUN
esutjss-282	181	16	turns	turn	VERB
esutjss-282	181	17	into	into	ADP
esutjss-282	181	18	a	a	DET
esutjss-282	181	19	hours	hour	NOUN
esutjss-282	181	20	long	long	ADJ
esutjss-282	181	21	gridlock	gridlock	NOUN
esutjss-282	181	22	.	.	PUNCT
esutjss-282	182	1	micro	micro	NOUN
esutjss-282	182	2	and	and	CCONJ
esutjss-282	182	3	macroeconomic	macroeconomic	ADJ
esutjss-282	182	4	effects	effect	NOUN
esutjss-282	182	5	are	be	AUX
esutjss-282	182	6	attached	attach	VERB
esutjss-282	182	7	to	to	ADP
esutjss-282	182	8	this	this	DET
esutjss-282	182	9	malfunctioning	malfunctioning	NOUN
esutjss-282	182	10	of	of	ADP
esutjss-282	182	11	the	the	DET
esutjss-282	182	12	mobility	mobility	NOUN
esutjss-282	182	13	network	network	NOUN
esutjss-282	182	14	.	.	PUNCT
esutjss-282	183	1	the	the	DET
esutjss-282	183	2	disruption	disruption	NOUN
esutjss-282	183	3	in	in	ADP
esutjss-282	183	4	productivity	productivity	NOUN
esutjss-282	183	5	associated	associate	VERB
esutjss-282	183	6	with	with	ADP
esutjss-282	183	7	lengthy	lengthy	ADJ
esutjss-282	183	8	commutes	commute	NOUN
esutjss-282	183	9	on	on	ADP
esutjss-282	183	10	a	a	DET
esutjss-282	183	11	daily	daily	ADJ
esutjss-282	183	12	basis	basis	NOUN
esutjss-282	183	13	is	be	AUX
esutjss-282	183	14	compounded	compound	VERB
esutjss-282	183	15	by	by	ADP
esutjss-282	183	16	the	the	DET
esutjss-282	183	17	cost	cost	NOUN
esutjss-282	183	18	premium	premium	NOUN
esutjss-282	183	19	that	that	PRON
esutjss-282	183	20	vehicles	vehicle	NOUN
esutjss-282	183	21	need	need	VERB
esutjss-282	183	22	to	to	PART
esutjss-282	183	23	maintain	maintain	VERB
esutjss-282	183	24	as	as	ADP
esutjss-282	183	25	commuters	commuter	NOUN
esutjss-282	183	26	and	and	CCONJ
esutjss-282	183	27	commercial	commercial	ADJ
esutjss-282	183	28	operators	operator	NOUN
esutjss-282	183	29	alike	alike	ADV
esutjss-282	183	30	(	(	PUNCT
esutjss-282	183	31	edema	edema	PROPN
esutjss-282	183	32	,	,	PUNCT
esutjss-282	183	33	2019	2019	NUM
esutjss-282	183	34	)	)	PUNCT
esutjss-282	183	35	.	.	PUNCT
esutjss-282	184	1	studies	study	NOUN
esutjss-282	184	2	have	have	AUX
esutjss-282	184	3	reported	report	VERB
esutjss-282	184	4	that	that	SCONJ
esutjss-282	184	5	such	such	ADJ
esutjss-282	184	6	infrastructural	infrastructural	ADJ
esutjss-282	184	7	dysfunction	dysfunction	NOUN
esutjss-282	184	8	is	be	AUX
esutjss-282	184	9	the	the	DET
esutjss-282	184	10	single	single	ADJ
esutjss-282	184	11	most	most	ADV
esutjss-282	184	12	crucial	crucial	ADJ
esutjss-282	184	13	factor	factor	NOUN
esutjss-282	184	14	that	that	PRON
esutjss-282	184	15	determines	determine	VERB
esutjss-282	184	16	the	the	DET
esutjss-282	184	17	inefficiencies	inefficiency	NOUN
esutjss-282	184	18	in	in	ADP
esutjss-282	184	19	traffic	traffic	NOUN
esutjss-282	184	20	in	in	ADP
esutjss-282	184	21	the	the	DET
esutjss-282	184	22	metropolis	metropolis	NOUN
esutjss-282	184	23	,	,	PUNCT
esutjss-282	184	24	not	not	PART
esutjss-282	184	25	only	only	ADV
esutjss-282	184	26	of	of	ADP
esutjss-282	184	27	their	their	PRON
esutjss-282	184	28	time	time	NOUN
esutjss-282	184	29	-	-	PUNCT
esutjss-282	184	30	use	use	NOUN
esutjss-282	184	31	patterns	pattern	NOUN
esutjss-282	184	32	but	but	CCONJ
esutjss-282	184	33	also	also	ADV
esutjss-282	184	34	the	the	DET
esutjss-282	184	35	composition	composition	NOUN
esutjss-282	184	36	of	of	ADP
esutjss-282	184	37	household	household	NOUN
esutjss-282	184	38	and	and	CCONJ
esutjss-282	184	39	business	business	NOUN
esutjss-282	184	40	expenditures	expenditure	NOUN
esutjss-282	184	41	(	(	PUNCT
esutjss-282	184	42	adepoju	adepoju	NOUN
esutjss-282	184	43	,	,	PUNCT
esutjss-282	184	44	2021	2021	NUM
esutjss-282	184	45	)	)	PUNCT
esutjss-282	184	46	.	.	PUNCT
esutjss-282	185	1	added	add	VERB
esutjss-282	185	2	to	to	ADP
esutjss-282	185	3	these	these	DET
esutjss-282	185	4	woes	woe	NOUN
esutjss-282	185	5	is	be	AUX
esutjss-282	185	6	the	the	DET
esutjss-282	185	7	issue	issue	NOUN
esutjss-282	185	8	of	of	ADP
esutjss-282	185	9	urban	urban	ADJ
esutjss-282	185	10	flooding	flooding	NOUN
esutjss-282	185	11	that	that	PRON
esutjss-282	185	12	has	have	AUX
esutjss-282	185	13	stubbornly	stubbornly	ADV
esutjss-282	185	14	persisted	persist	VERB
esutjss-282	185	15	.	.	PUNCT
esutjss-282	186	1	drainage	drainage	NOUN
esutjss-282	186	2	systems	system	NOUN
esutjss-282	186	3	in	in	ADP
esutjss-282	186	4	the	the	DET
esutjss-282	186	5	city	city	NOUN
esutjss-282	186	6	are	be	AUX
esutjss-282	186	7	many	many	ADJ
esutjss-282	186	8	times	time	NOUN
esutjss-282	186	9	severely	severely	ADV
esutjss-282	186	10	lacking	lacking	ADJ
esutjss-282	186	11	,	,	PUNCT
esutjss-282	186	12	or	or	CCONJ
esutjss-282	186	13	completely	completely	ADV
esutjss-282	186	14	nonexistent	nonexistent	ADJ
esutjss-282	186	15	in	in	ADP
esutjss-282	186	16	some	some	DET
esutjss-282	186	17	areas	area	NOUN
esutjss-282	186	18	.	.	PUNCT
esutjss-282	187	1	the	the	DET
esutjss-282	187	2	rainy	rainy	ADJ
esutjss-282	187	3	season	season	NOUN
esutjss-282	187	4	,	,	PUNCT
esutjss-282	187	5	the	the	DET
esutjss-282	187	6	slightest	slight	ADJ
esutjss-282	187	7	amount	amount	NOUN
esutjss-282	187	8	of	of	ADP
esutjss-282	187	9	rain	rain	NOUN
esutjss-282	187	10	may	may	AUX
esutjss-282	187	11	lead	lead	VERB
esutjss-282	187	12	to	to	ADP
esutjss-282	187	13	the	the	DET
esutjss-282	187	14	full	full	ADJ
esutjss-282	187	15	immersion	immersion	NOUN
esutjss-282	187	16	of	of	ADP
esutjss-282	187	17	roads	road	NOUN
esutjss-282	187	18	in	in	ADP
esutjss-282	187	19	water	water	NOUN
esutjss-282	187	20	,	,	PUNCT
esutjss-282	187	21	thus	thus	ADV
esutjss-282	187	22	making	make	VERB
esutjss-282	187	23	entire	entire	ADJ
esutjss-282	187	24	routes	route	NOUN
esutjss-282	187	25	inaccessible	inaccessible	ADJ
esutjss-282	187	26	(	(	PUNCT
esutjss-282	187	27	beitelmal	beitelmal	PROPN
esutjss-282	187	28	et	et	PROPN
esutjss-282	187	29	al	al	PROPN
esutjss-282	187	30	.	.	PROPN
esutjss-282	187	31	,	,	PUNCT
esutjss-282	187	32	2024	2024	NUM
esutjss-282	187	33	)	)	PUNCT
esutjss-282	187	34	.	.	PUNCT
esutjss-282	188	1	this	this	DET
esutjss-282	188	2	frequent	frequent	ADJ
esutjss-282	188	3	flood	flood	NOUN
esutjss-282	188	4	does	do	AUX
esutjss-282	188	5	not	not	PART
esutjss-282	188	6	only	only	ADV
esutjss-282	188	7	cause	cause	VERB
esutjss-282	188	8	holdup	holdup	NOUN
esutjss-282	188	9	in	in	ADP
esutjss-282	188	10	terms	term	NOUN
esutjss-282	188	11	of	of	ADP
esutjss-282	188	12	vehicular	vehicular	ADJ
esutjss-282	188	13	traffic	traffic	NOUN
esutjss-282	188	14	but	but	CCONJ
esutjss-282	188	15	also	also	ADV
esutjss-282	188	16	to	to	ADP
esutjss-282	188	17	the	the	DET
esutjss-282	188	18	high	high	ADJ
esutjss-282	188	19	rates	rate	NOUN
esutjss-282	188	20	of	of	ADP
esutjss-282	188	21	road	road	NOUN
esutjss-282	188	22	surfaces	surface	NOUN
esutjss-282	188	23	degradation	degradation	NOUN
esutjss-282	188	24	.	.	PUNCT
esutjss-282	189	1	when	when	SCONJ
esutjss-282	189	2	water	water	NOUN
esutjss-282	189	3	penetrates	penetrate	VERB
esutjss-282	189	4	the	the	DET
esutjss-282	189	5	pavement	pavement	NOUN
esutjss-282	189	6	structure	structure	NOUN
esutjss-282	189	7	,	,	PUNCT
esutjss-282	189	8	it	it	PRON
esutjss-282	189	9	undermines	undermine	VERB
esutjss-282	189	10	the	the	DET
esutjss-282	189	11	subgrade	subgrade	NOUN
esutjss-282	189	12	resulting	result	VERB
esutjss-282	189	13	in	in	ADP
esutjss-282	189	14	structural	structural	ADJ
esutjss-282	189	15	weakening	weakening	NOUN
esutjss-282	189	16	due	due	ADP
esutjss-282	189	17	to	to	ADP
esutjss-282	189	18	rutting	rut	VERB
esutjss-282	189	19	or	or	CCONJ
esutjss-282	189	20	cracking	cracking	NOUN
esutjss-282	189	21	and	and	CCONJ
esutjss-282	189	22	the	the	DET
esutjss-282	189	23	roadway	roadway	NOUN
esutjss-282	189	24	collapsing	collapse	VERB
esutjss-282	189	25	.	.	PUNCT
esutjss-282	190	1	furthermore	furthermore	ADV
esutjss-282	190	2	,	,	PUNCT
esutjss-282	190	3	stored	store	VERB
esutjss-282	190	4	stagnant	stagnant	ADJ
esutjss-282	190	5	water	water	NOUN
esutjss-282	190	6	leads	lead	VERB
esutjss-282	190	7	to	to	ADP
esutjss-282	190	8	significant	significant	ADJ
esutjss-282	190	9	risks	risk	NOUN
esutjss-282	190	10	to	to	ADP
esutjss-282	190	11	health	health	NOUN
esutjss-282	190	12	,	,	PUNCT
esutjss-282	190	13	acting	act	VERB
esutjss-282	190	14	as	as	ADP
esutjss-282	190	15	a	a	DET
esutjss-282	190	16	227	227	NUM
esutjss-282	190	17	source	source	NOUN
esutjss-282	190	18	of	of	ADP
esutjss-282	190	19	life	life	NOUN
esutjss-282	190	20	cycles	cycle	NOUN
esutjss-282	190	21	of	of	ADP
esutjss-282	190	22	vector	vector	NOUN
esutjss-282	190	23	-	-	PUNCT
esutjss-282	190	24	borne	bear	VERB
esutjss-282	190	25	diseases	disease	NOUN
esutjss-282	190	26	,	,	PUNCT
esutjss-282	190	27	as	as	ADV
esutjss-282	190	28	well	well	ADV
esutjss-282	190	29	as	as	ADP
esutjss-282	190	30	limiting	limit	VERB
esutjss-282	190	31	the	the	DET
esutjss-282	190	32	serviceability	serviceability	NOUN
esutjss-282	190	33	of	of	ADP
esutjss-282	190	34	road	road	NOUN
esutjss-282	190	35	surfaces	surface	NOUN
esutjss-282	190	36	and	and	CCONJ
esutjss-282	190	37	the	the	DET
esutjss-282	190	38	possibility	possibility	NOUN
esutjss-282	190	39	of	of	ADP
esutjss-282	190	40	crashing	crash	VERB
esutjss-282	190	41	(	(	PUNCT
esutjss-282	190	42	beitelmal	beitelmal	PROPN
esutjss-282	190	43	et	et	PROPN
esutjss-282	190	44	al	al	PROPN
esutjss-282	190	45	.	.	PROPN
esutjss-282	190	46	,	,	PUNCT
esutjss-282	190	47	2024	2024	NUM
esutjss-282	190	48	)	)	PUNCT
esutjss-282	190	49	.	.	PUNCT
esutjss-282	191	1	the	the	DET
esutjss-282	191	2	public	public	ADJ
esutjss-282	191	3	safety	safety	NOUN
esutjss-282	191	4	implications	implication	NOUN
esutjss-282	191	5	are	be	AUX
esutjss-282	191	6	far	far	ADV
esutjss-282	191	7	-	-	PUNCT
esutjss-282	191	8	reaching	reach	VERB
esutjss-282	191	9	.	.	PUNCT
esutjss-282	192	1	in	in	ADP
esutjss-282	192	2	addition	addition	NOUN
esutjss-282	192	3	to	to	ADP
esutjss-282	192	4	the	the	DET
esutjss-282	192	5	poor	poor	ADJ
esutjss-282	192	6	physical	physical	ADJ
esutjss-282	192	7	status	status	NOUN
esutjss-282	192	8	of	of	ADP
esutjss-282	192	9	the	the	DET
esutjss-282	192	10	roads	road	NOUN
esutjss-282	192	11	,	,	PUNCT
esutjss-282	192	12	poor	poor	ADJ
esutjss-282	192	13	street	street	NOUN
esutjss-282	192	14	lighting	lighting	NOUN
esutjss-282	192	15	namely	namely	ADV
esutjss-282	192	16	,	,	PUNCT
esutjss-282	192	17	especially	especially	ADV
esutjss-282	192	18	in	in	ADP
esutjss-282	192	19	in	in	ADP
esutjss-282	192	20	the	the	DET
esutjss-282	192	21	outlying	outlying	ADJ
esutjss-282	192	22	districts	district	NOUN
esutjss-282	192	23	,	,	PUNCT
esutjss-282	192	24	as	as	ADV
esutjss-282	192	25	well	well	ADV
esutjss-282	192	26	as	as	ADP
esutjss-282	192	27	absence	absence	NOUN
esutjss-282	192	28	of	of	ADP
esutjss-282	192	29	appropriate	appropriate	ADJ
esutjss-282	192	30	traffic	traffic	NOUN
esutjss-282	192	31	signs	sign	NOUN
esutjss-282	192	32	poses	pose	VERB
esutjss-282	192	33	a	a	DET
esutjss-282	192	34	big	big	ADJ
esutjss-282	192	35	risk	risk	NOUN
esutjss-282	192	36	to	to	ADP
esutjss-282	192	37	drivers	driver	NOUN
esutjss-282	192	38	,	,	PUNCT
esutjss-282	192	39	motor	motor	NOUN
esutjss-282	192	40	-	-	PUNCT
esutjss-282	192	41	cyclers	cycler	NOUN
esutjss-282	192	42	,	,	PUNCT
esutjss-282	192	43	and	and	CCONJ
esutjss-282	192	44	pedestrians	pedestrian	NOUN
esutjss-282	192	45	.	.	PUNCT
esutjss-282	193	1	driving	drive	VERB
esutjss-282	193	2	at	at	ADP
esutjss-282	193	3	night	night	NOUN
esutjss-282	193	4	,	,	PUNCT
esutjss-282	193	5	especially	especially	ADV
esutjss-282	193	6	,	,	PUNCT
esutjss-282	193	7	poses	pose	VERB
esutjss-282	193	8	a	a	DET
esutjss-282	193	9	great	great	ADJ
esutjss-282	193	10	risk	risk	NOUN
esutjss-282	193	11	since	since	SCONJ
esutjss-282	193	12	visibility	visibility	NOUN
esutjss-282	193	13	is	be	AUX
esutjss-282	193	14	low	low	ADJ
esutjss-282	193	15	,	,	PUNCT
esutjss-282	193	16	and	and	CCONJ
esutjss-282	193	17	reflective	reflective	ADJ
esutjss-282	193	18	markings	marking	NOUN
esutjss-282	193	19	and	and	CCONJ
esutjss-282	193	20	operational	operational	ADJ
esutjss-282	193	21	stoplights	stoplight	NOUN
esutjss-282	193	22	usually	usually	ADV
esutjss-282	193	23	do	do	AUX
esutjss-282	193	24	not	not	PART
esutjss-282	193	25	exist	exist	VERB
esutjss-282	193	26	(	(	PUNCT
esutjss-282	193	27	femi	femi	PROPN
esutjss-282	193	28	&	&	CCONJ
esutjss-282	193	29	tolorunloju	tolorunloju	PROPN
esutjss-282	193	30	,	,	PUNCT
esutjss-282	193	31	2020	2020	NUM
esutjss-282	193	32	)	)	PUNCT
esutjss-282	193	33	.	.	PUNCT
esutjss-282	194	1	this	this	PRON
esutjss-282	194	2	is	be	AUX
esutjss-282	194	3	further	far	ADV
esutjss-282	194	4	compounded	compound	VERB
esutjss-282	194	5	by	by	ADP
esutjss-282	194	6	roadside	roadside	NOUN
esutjss-282	194	7	businesses	business	NOUN
esutjss-282	194	8	and	and	CCONJ
esutjss-282	194	9	informal	informal	ADJ
esutjss-282	194	10	markets	market	NOUN
esutjss-282	194	11	occupying	occupy	VERB
esutjss-282	194	12	road	road	NOUN
esutjss-282	194	13	traffic	traffic	NOUN
esutjss-282	194	14	and	and	CCONJ
esutjss-282	194	15	little	little	ADJ
esutjss-282	194	16	pedestrian	pedestrian	NOUN
esutjss-282	194	17	infrastructure	infrastructure	NOUN
esutjss-282	194	18	leading	lead	VERB
esutjss-282	194	19	to	to	ADP
esutjss-282	194	20	problematic	problematic	ADJ
esutjss-282	194	21	,	,	PUNCT
esutjss-282	194	22	dangerous	dangerous	ADJ
esutjss-282	194	23	urban	urban	ADJ
esutjss-282	194	24	mobility	mobility	NOUN
esutjss-282	194	25	conditions	condition	NOUN
esutjss-282	194	26	(	(	PUNCT
esutjss-282	194	27	salisu	salisu	ADJ
esutjss-282	194	28	,	,	PUNCT
esutjss-282	194	29	2019	2019	NUM
esutjss-282	194	30	)	)	PUNCT
esutjss-282	194	31	.	.	PUNCT
esutjss-282	195	1	these	these	DET
esutjss-282	195	2	physical	physical	ADJ
esutjss-282	195	3	shortcomings	shortcoming	NOUN
esutjss-282	195	4	could	could	AUX
esutjss-282	195	5	not	not	PART
esutjss-282	195	6	be	be	AUX
esutjss-282	195	7	merely	merely	ADV
esutjss-282	195	8	the	the	DET
esutjss-282	195	9	result	result	NOUN
esutjss-282	195	10	of	of	ADP
esutjss-282	195	11	overlooks	overlook	NOUN
esutjss-282	195	12	or	or	CCONJ
esutjss-282	195	13	inadequate	inadequate	ADJ
esutjss-282	195	14	investment	investment	NOUN
esutjss-282	195	15	,	,	PUNCT
esutjss-282	195	16	but	but	CCONJ
esutjss-282	195	17	the	the	DET
esutjss-282	195	18	problem	problem	NOUN
esutjss-282	195	19	can	can	AUX
esutjss-282	195	20	be	be	AUX
esutjss-282	195	21	attributed	attribute	VERB
esutjss-282	195	22	to	to	ADP
esutjss-282	195	23	a	a	DET
esutjss-282	195	24	dysfunctional	dysfunctional	ADJ
esutjss-282	195	25	administration	administration	NOUN
esutjss-282	195	26	and	and	CCONJ
esutjss-282	195	27	ineffective	ineffective	ADJ
esutjss-282	195	28	administrative	administrative	ADJ
esutjss-282	195	29	coordination	coordination	NOUN
esutjss-282	195	30	between	between	ADP
esutjss-282	195	31	involved	involved	ADJ
esutjss-282	195	32	transport	transport	NOUN
esutjss-282	195	33	authorities	authority	NOUN
esutjss-282	195	34	.	.	PUNCT
esutjss-282	196	1	the	the	DET
esutjss-282	196	2	biggest	big	ADJ
esutjss-282	196	3	obstacles	obstacle	NOUN
esutjss-282	196	4	to	to	ADP
esutjss-282	196	5	effective	effective	ADJ
esutjss-282	196	6	infrastructure	infrastructure	NOUN
esutjss-282	196	7	planning	planning	NOUN
esutjss-282	196	8	and	and	CCONJ
esutjss-282	196	9	project	project	NOUN
esutjss-282	196	10	implementation	implementation	NOUN
esutjss-282	196	11	have	have	AUX
esutjss-282	196	12	been	be	AUX
esutjss-282	196	13	discovered	discover	VERB
esutjss-282	196	14	to	to	PART
esutjss-282	196	15	be	be	AUX
esutjss-282	196	16	inter	inter	ADJ
esutjss-282	196	17	-	-	ADJ
esutjss-282	196	18	agency	agency	ADJ
esutjss-282	196	19	rivalries	rivalry	NOUN
esutjss-282	196	20	,	,	PUNCT
esutjss-282	196	21	overlapping	overlap	VERB
esutjss-282	196	22	mandates	mandate	NOUN
esutjss-282	196	23	,	,	PUNCT
esutjss-282	196	24	and	and	CCONJ
esutjss-282	196	25	general	general	ADJ
esutjss-282	196	26	institutional	institutional	ADJ
esutjss-282	196	27	capacity	capacity	NOUN
esutjss-282	196	28	(	(	PUNCT
esutjss-282	196	29	salisu	salisu	ADJ
esutjss-282	196	30	,	,	PUNCT
esutjss-282	196	31	2019	2019	NUM
esutjss-282	196	32	)	)	PUNCT
esutjss-282	196	33	.	.	PUNCT
esutjss-282	197	1	although	although	SCONJ
esutjss-282	197	2	there	there	PRON
esutjss-282	197	3	has	have	AUX
esutjss-282	197	4	been	be	AUX
esutjss-282	197	5	a	a	DET
esutjss-282	197	6	long	long	ADJ
esutjss-282	197	7	track	track	NOUN
esutjss-282	197	8	record	record	NOUN
esutjss-282	197	9	of	of	ADP
esutjss-282	197	10	policy	policy	NOUN
esutjss-282	197	11	blueprints	blueprint	NOUN
esutjss-282	197	12	and	and	CCONJ
esutjss-282	197	13	strategic	strategic	ADJ
esutjss-282	197	14	frameworks	framework	NOUN
esutjss-282	197	15	created	create	VERB
esutjss-282	197	16	on	on	ADP
esutjss-282	197	17	the	the	DET
esutjss-282	197	18	federal	federal	ADJ
esutjss-282	197	19	and	and	CCONJ
esutjss-282	197	20	state	state	NOUN
esutjss-282	197	21	levels	level	NOUN
esutjss-282	197	22	,	,	PUNCT
esutjss-282	197	23	implementation	implementation	NOUN
esutjss-282	197	24	has	have	AUX
esutjss-282	197	25	been	be	AUX
esutjss-282	197	26	haphazard	haphazard	ADJ
esutjss-282	197	27	following	follow	VERB
esutjss-282	197	28	the	the	DET
esutjss-282	197	29	politicization	politicization	NOUN
esutjss-282	197	30	,	,	PUNCT
esutjss-282	197	31	corruption	corruption	NOUN
esutjss-282	197	32	,	,	PUNCT
esutjss-282	197	33	and	and	CCONJ
esutjss-282	197	34	lack	lack	NOUN
esutjss-282	197	35	of	of	ADP
esutjss-282	197	36	the	the	DET
esutjss-282	197	37	technical	technical	ADJ
esutjss-282	197	38	expertise	expertise	NOUN
esutjss-282	197	39	(	(	PUNCT
esutjss-282	197	40	mahmud	mahmud	PROPN
esutjss-282	197	41	et	et	PROPN
esutjss-282	197	42	al	al	PROPN
esutjss-282	197	43	.	.	PROPN
esutjss-282	197	44	,	,	PUNCT
esutjss-282	197	45	2021	2021	NUM
esutjss-282	197	46	)	)	PUNCT
esutjss-282	197	47	.	.	PUNCT
esutjss-282	198	1	the	the	DET
esutjss-282	198	2	transport	transport	NOUN
esutjss-282	198	3	problems	problem	NOUN
esutjss-282	198	4	of	of	ADP
esutjss-282	198	5	lagos	lago	NOUN
esutjss-282	198	6	have	have	AUX
esutjss-282	198	7	been	be	AUX
esutjss-282	198	8	punctuated	punctuate	VERB
esutjss-282	198	9	by	by	ADP
esutjss-282	198	10	the	the	DET
esutjss-282	198	11	introduction	introduction	NOUN
esutjss-282	198	12	of	of	ADP
esutjss-282	198	13	a	a	DET
esutjss-282	198	14	sense	sense	NOUN
esutjss-282	198	15	of	of	ADP
esutjss-282	198	16	urgency	urgency	NOUN
esutjss-282	198	17	to	to	PART
esutjss-282	198	18	climate	climate	NOUN
esutjss-282	198	19	change	change	NOUN
esutjss-282	198	20	.	.	PUNCT
esutjss-282	199	1	the	the	DET
esutjss-282	199	2	already	already	ADV
esutjss-282	199	3	weak	weak	ADJ
esutjss-282	199	4	road	road	NOUN
esutjss-282	199	5	infrastructure	infrastructure	NOUN
esutjss-282	199	6	system	system	NOUN
esutjss-282	199	7	will	will	AUX
esutjss-282	199	8	be	be	AUX
esutjss-282	199	9	even	even	ADV
esutjss-282	199	10	further	far	ADV
esutjss-282	199	11	strained	strain	VERB
esutjss-282	199	12	by	by	ADP
esutjss-282	199	13	the	the	DET
esutjss-282	199	14	increase	increase	NOUN
esutjss-282	199	15	in	in	ADP
esutjss-282	199	16	sea	sea	NOUN
esutjss-282	199	17	level	level	NOUN
esutjss-282	199	18	and	and	CCONJ
esutjss-282	199	19	intensification	intensification	NOUN
esutjss-282	199	20	of	of	ADP
esutjss-282	199	21	precipitation	precipitation	NOUN
esutjss-282	199	22	events	event	NOUN
esutjss-282	199	23	(	(	PUNCT
esutjss-282	199	24	beitelmal	beitelmal	ADJ
esutjss-282	199	25	et	et	PROPN
esutjss-282	199	26	al	al	PROPN
esutjss-282	199	27	.	.	PROPN
esutjss-282	199	28	,	,	PUNCT
esutjss-282	199	29	2024	2024	NUM
esutjss-282	199	30	)	)	PUNCT
esutjss-282	199	31	.	.	PUNCT
esutjss-282	200	1	unless	unless	SCONJ
esutjss-282	200	2	the	the	DET
esutjss-282	200	3	city	city	NOUN
esutjss-282	200	4	invests	invest	VERB
esutjss-282	200	5	heavily	heavily	ADV
esutjss-282	200	6	in	in	ADP
esutjss-282	200	7	climate	climate	NOUN
esutjss-282	200	8	resilient	resilient	ADJ
esutjss-282	200	9	transport	transport	NOUN
esutjss-282	200	10	planning	planning	NOUN
esutjss-282	200	11	and	and	CCONJ
esutjss-282	200	12	drainage	drainage	NOUN
esutjss-282	200	13	infrastructure	infrastructure	NOUN
esutjss-282	200	14	,	,	PUNCT
esutjss-282	200	15	lagos	lago	NOUN
esutjss-282	200	16	will	will	AUX
esutjss-282	200	17	face	face	VERB
esutjss-282	200	18	a	a	DET
esutjss-282	200	19	future	future	NOUN
esutjss-282	200	20	in	in	ADP
esutjss-282	200	21	which	which	PRON
esutjss-282	200	22	mobility	mobility	NOUN
esutjss-282	200	23	paralysis	paralysis	NOUN
esutjss-282	200	24	and	and	CCONJ
esutjss-282	200	25	socio	socio	NOUN
esutjss-282	200	26	-	-	PUNCT
esutjss-282	200	27	economic	economic	ADJ
esutjss-282	200	28	marginalization	marginalization	NOUN
esutjss-282	200	29	will	will	AUX
esutjss-282	200	30	worsen	worsen	VERB
esutjss-282	200	31	,	,	PUNCT
esutjss-282	200	32	most	most	ADV
esutjss-282	200	33	especially	especially	ADV
esutjss-282	200	34	among	among	ADP
esutjss-282	200	35	the	the	DET
esutjss-282	200	36	most	most	ADV
esutjss-282	200	37	vulnerable	vulnerable	ADJ
esutjss-282	200	38	groups	group	NOUN
esutjss-282	200	39	living	live	VERB
esutjss-282	200	40	there	there	ADV
esutjss-282	200	41	.	.	PUNCT
esutjss-282	201	1	nevertheless	nevertheless	ADV
esutjss-282	201	2	,	,	PUNCT
esutjss-282	201	3	there	there	PRON
esutjss-282	201	4	are	be	VERB
esutjss-282	201	5	new	new	ADJ
esutjss-282	201	6	initiatives	initiative	NOUN
esutjss-282	201	7	that	that	PRON
esutjss-282	201	8	suggest	suggest	VERB
esutjss-282	201	9	potential	potential	ADJ
esutjss-282	201	10	ways	way	NOUN
esutjss-282	201	11	ahead	ahead	ADV
esutjss-282	201	12	.	.	PUNCT
esutjss-282	202	1	more	more	ADV
esutjss-282	202	2	recently	recently	ADV
esutjss-282	202	3	,	,	PUNCT
esutjss-282	202	4	the	the	DET
esutjss-282	202	5	emergence	emergence	NOUN
esutjss-282	202	6	of	of	ADP
esutjss-282	202	7	sustainable	sustainable	ADJ
esutjss-282	202	8	transportation	transportation	NOUN
esutjss-282	202	9	options	option	NOUN
esutjss-282	202	10	,	,	PUNCT
esutjss-282	202	11	like	like	ADP
esutjss-282	202	12	bicycle	bicycle	NOUN
esutjss-282	202	13	infrastructure	infrastructure	NOUN
esutjss-282	202	14	and	and	CCONJ
esutjss-282	202	15	mass	mass	ADJ
esutjss-282	202	16	transit	transit	NOUN
esutjss-282	202	17	integration	integration	NOUN
esutjss-282	202	18	within	within	ADP
esutjss-282	202	19	urban	urban	ADJ
esutjss-282	202	20	settings	setting	NOUN
esutjss-282	202	21	,	,	PUNCT
esutjss-282	202	22	has	have	AUX
esutjss-282	202	23	become	become	VERB
esutjss-282	202	24	a	a	DET
esutjss-282	202	25	topic	topic	NOUN
esutjss-282	202	26	of	of	ADP
esutjss-282	202	27	growing	grow	VERB
esutjss-282	202	28	interest	interest	NOUN
esutjss-282	202	29	in	in	ADP
esutjss-282	202	30	the	the	DET
esutjss-282	202	31	policy	policy	NOUN
esutjss-282	202	32	realm	realm	NOUN
esutjss-282	202	33	.	.	PUNCT
esutjss-282	203	1	although	although	SCONJ
esutjss-282	203	2	such	such	ADJ
esutjss-282	203	3	efforts	effort	NOUN
esutjss-282	203	4	are	be	AUX
esutjss-282	203	5	still	still	ADV
esutjss-282	203	6	relatively	relatively	ADV
esutjss-282	203	7	young	young	ADJ
esutjss-282	203	8	and	and	CCONJ
esutjss-282	203	9	unequally	unequally	ADV
esutjss-282	203	10	applied	apply	VERB
esutjss-282	203	11	,	,	PUNCT
esutjss-282	203	12	they	they	PRON
esutjss-282	203	13	reflect	reflect	VERB
esutjss-282	203	14	an	an	DET
esutjss-282	203	15	acknowledgment	acknowledgment	NOUN
esutjss-282	203	16	that	that	SCONJ
esutjss-282	203	17	the	the	DET
esutjss-282	203	18	mobility	mobility	NOUN
esutjss-282	203	19	of	of	ADP
esutjss-282	203	20	lagos	lago	NOUN
esutjss-282	203	21	in	in	ADP
esutjss-282	203	22	the	the	DET
esutjss-282	203	23	future	future	NOUN
esutjss-282	203	24	can	can	AUX
esutjss-282	203	25	not	not	PART
esutjss-282	203	26	be	be	AUX
esutjss-282	203	27	limited	limit	VERB
esutjss-282	203	28	to	to	ADP
esutjss-282	203	29	increasing	increase	VERB
esutjss-282	203	30	the	the	DET
esutjss-282	203	31	capacity	capacity	NOUN
esutjss-282	203	32	of	of	ADP
esutjss-282	203	33	the	the	DET
esutjss-282	203	34	road	road	NOUN
esutjss-282	203	35	infrastructure	infrastructure	NOUN
esutjss-282	203	36	(	(	PUNCT
esutjss-282	203	37	mogaji	mogaji	ADJ
esutjss-282	203	38	,	,	PUNCT
esutjss-282	203	39	2022	2022	NUM
esutjss-282	203	40	)	)	PUNCT
esutjss-282	203	41	.	.	PUNCT
esutjss-282	204	1	instead	instead	ADV
esutjss-282	204	2	,	,	PUNCT
esutjss-282	204	3	there	there	PRON
esutjss-282	204	4	is	be	VERB
esutjss-282	204	5	a	a	DET
esutjss-282	204	6	need	need	NOUN
esutjss-282	204	7	to	to	PART
esutjss-282	204	8	develop	develop	VERB
esutjss-282	204	9	a	a	DET
esutjss-282	204	10	multimodal	multimodal	NOUN
esutjss-282	204	11	,	,	PUNCT
esutjss-282	204	12	environmentally	environmentally	ADV
esutjss-282	204	13	adaptive	adaptive	ADJ
esutjss-282	204	14	and	and	CCONJ
esutjss-282	204	15	socially	socially	ADV
esutjss-282	204	16	inclusive	inclusive	ADJ
esutjss-282	204	17	principle	principle	NOUN
esutjss-282	204	18	to	to	PART
esutjss-282	204	19	enhance	enhance	VERB
esutjss-282	204	20	long	long	ADJ
esutjss-282	204	21	-	-	PUNCT
esutjss-282	204	22	term	term	NOUN
esutjss-282	204	23	road	road	NOUN
esutjss-282	204	24	safety	safety	NOUN
esutjss-282	204	25	and	and	CCONJ
esutjss-282	204	26	urban	urban	ADJ
esutjss-282	204	27	resilience	resilience	NOUN
esutjss-282	204	28	within	within	ADP
esutjss-282	204	29	the	the	DET
esutjss-282	204	30	state	state	NOUN
esutjss-282	204	31	.	.	PUNCT
esutjss-282	205	1	infrastructure	infrastructure	NOUN
esutjss-282	205	2	improvements	improvement	NOUN
esutjss-282	205	3	and	and	CCONJ
esutjss-282	205	4	accident	accident	NOUN
esutjss-282	205	5	rates	rate	NOUN
esutjss-282	205	6	reduction	reduction	VERB
esutjss-282	205	7	an	an	DET
esutjss-282	205	8	increasing	increase	VERB
esutjss-282	205	9	amount	amount	NOUN
esutjss-282	205	10	of	of	ADP
esutjss-282	205	11	empirical	empirical	ADJ
esutjss-282	205	12	evidence	evidence	NOUN
esutjss-282	205	13	is	be	AUX
esutjss-282	205	14	available	available	ADJ
esutjss-282	205	15	in	in	ADP
esutjss-282	205	16	various	various	ADJ
esutjss-282	205	17	jurisdictions	jurisdiction	NOUN
esutjss-282	205	18	to	to	PART
esutjss-282	205	19	corroborate	corroborate	VERB
esutjss-282	205	20	the	the	DET
esutjss-282	205	21	statement	statement	NOUN
esutjss-282	205	22	that	that	SCONJ
esutjss-282	205	23	upgrading	upgrading	NOUN
esutjss-282	205	24	of	of	ADP
esutjss-282	205	25	the	the	DET
esutjss-282	205	26	road	road	NOUN
esutjss-282	205	27	infrastructure	infrastructure	NOUN
esutjss-282	205	28	is	be	AUX
esutjss-282	205	29	one	one	NUM
esutjss-282	205	30	of	of	ADP
esutjss-282	205	31	the	the	DET
esutjss-282	205	32	most	most	ADV
esutjss-282	205	33	effective	effective	ADJ
esutjss-282	205	34	interventions	intervention	NOUN
esutjss-282	205	35	in	in	ADP
esutjss-282	205	36	lessening	lessen	VERB
esutjss-282	205	37	road	road	NOUN
esutjss-282	205	38	traffic	traffic	NOUN
esutjss-282	205	39	accidents	accident	NOUN
esutjss-282	205	40	(	(	PUNCT
esutjss-282	205	41	rta	rta	PROPN
esutjss-282	205	42	)	)	PUNCT
esutjss-282	205	43	.	.	PUNCT
esutjss-282	206	1	infrastructure	infrastructure	NOUN
esutjss-282	206	2	quality	quality	NOUN
esutjss-282	206	3	,	,	PUNCT
esutjss-282	206	4	which	which	PRON
esutjss-282	206	5	includes	include	VERB
esutjss-282	206	6	road	road	NOUN
esutjss-282	206	7	geometry	geometry	NOUN
esutjss-282	206	8	,	,	PUNCT
esutjss-282	206	9	surface	surface	NOUN
esutjss-282	206	10	condition	condition	NOUN
esutjss-282	206	11	,	,	PUNCT
esutjss-282	206	12	signage	signage	NOUN
esutjss-282	206	13	,	,	PUNCT
esutjss-282	206	14	lighting	lighting	NOUN
esutjss-282	206	15	,	,	PUNCT
esutjss-282	206	16	drainage	drainage	NOUN
esutjss-282	206	17	and	and	CCONJ
esutjss-282	206	18	provisions	provision	NOUN
esutjss-282	206	19	made	make	VERB
esutjss-282	206	20	to	to	ADP
esutjss-282	206	21	pedestrians	pedestrian	NOUN
esutjss-282	206	22	,	,	PUNCT
esutjss-282	206	23	is	be	AUX
esutjss-282	206	24	not	not	PART
esutjss-282	206	25	only	only	ADV
esutjss-282	206	26	a	a	DET
esutjss-282	206	27	conductor	conductor	NOUN
esutjss-282	206	28	of	of	ADP
esutjss-282	206	29	movement	movement	NOUN
esutjss-282	206	30	of	of	ADP
esutjss-282	206	31	vehicles	vehicle	NOUN
esutjss-282	206	32	,	,	PUNCT
esutjss-282	206	33	but	but	CCONJ
esutjss-282	206	34	also	also	ADV
esutjss-282	206	35	one	one	NUM
esutjss-282	206	36	of	of	ADP
esutjss-282	206	37	the	the	DET
esutjss-282	206	38	greatest	great	ADJ
esutjss-282	206	39	determinants	determinant	NOUN
esutjss-282	206	40	that	that	PRON
esutjss-282	206	41	affect	affect	VERB
esutjss-282	206	42	the	the	DET
esutjss-282	206	43	results	result	NOUN
esutjss-282	206	44	of	of	ADP
esutjss-282	206	45	road	road	NOUN
esutjss-282	206	46	safety	safety	NOUN
esutjss-282	206	47	.	.	PUNCT
esutjss-282	207	1	macro	macro	ADJ
esutjss-282	207	2	-	-	NOUN
esutjss-282	207	3	level	level	NOUN
esutjss-282	207	4	investment	investment	NOUN
esutjss-282	207	5	and	and	CCONJ
esutjss-282	207	6	micro	micro	ADJ
esutjss-282	207	7	-	-	NOUN
esutjss-282	207	8	level	level	ADJ
esutjss-282	207	9	engineering	engineering	NOUN
esutjss-282	207	10	adjustments	adjustment	NOUN
esutjss-282	207	11	have	have	AUX
esutjss-282	207	12	been	be	AUX
esutjss-282	207	13	shown	show	VERB
esutjss-282	207	14	to	to	PART
esutjss-282	207	15	have	have	VERB
esutjss-282	207	16	a	a	DET
esutjss-282	207	17	quantifiable	quantifiable	ADJ
esutjss-282	207	18	effect	effect	NOUN
esutjss-282	207	19	in	in	ADP
esutjss-282	207	20	the	the	DET
esutjss-282	207	21	reduction	reduction	NOUN
esutjss-282	207	22	of	of	ADP
esutjss-282	207	23	crash	crash	NOUN
esutjss-282	207	24	incidence	incidence	NOUN
esutjss-282	207	25	and	and	CCONJ
esutjss-282	207	26	severity	severity	NOUN
esutjss-282	207	27	,	,	PUNCT
esutjss-282	207	28	especially	especially	ADV
esutjss-282	207	29	when	when	SCONJ
esutjss-282	207	30	carried	carry	VERB
esutjss-282	207	31	out	out	ADP
esutjss-282	207	32	as	as	ADP
esutjss-282	207	33	part	part	NOUN
esutjss-282	207	34	of	of	ADP
esutjss-282	207	35	an	an	DET
esutjss-282	207	36	integrated	integrated	ADJ
esutjss-282	207	37	road	road	NOUN
esutjss-282	207	38	safety	safety	NOUN
esutjss-282	207	39	program	program	NOUN
esutjss-282	207	40	.	.	PUNCT
esutjss-282	208	1	statistical	statistical	ADJ
esutjss-282	208	2	examinations	examination	NOUN
esutjss-282	208	3	on	on	ADP
esutjss-282	208	4	a	a	DET
esutjss-282	208	5	large	large	ADJ
esutjss-282	208	6	scale	scale	NOUN
esutjss-282	208	7	scale	scale	NOUN
esutjss-282	208	8	revealed	reveal	VERB
esutjss-282	208	9	that	that	SCONJ
esutjss-282	208	10	infrastructure	infrastructure	NOUN
esutjss-282	208	11	improvements	improvement	NOUN
esutjss-282	208	12	can	can	AUX
esutjss-282	208	13	decrease	decrease	VERB
esutjss-282	208	14	the	the	DET
esutjss-282	208	15	occurrence	occurrence	NOUN
esutjss-282	208	16	of	of	ADP
esutjss-282	208	17	accidents	accident	NOUN
esutjss-282	208	18	by	by	ADP
esutjss-282	208	19	a	a	DET
esutjss-282	208	20	maximum	maximum	NOUN
esutjss-282	208	21	of	of	ADP
esutjss-282	208	22	50	50	NUM
esutjss-282	208	23	percent	percent	NOUN
esutjss-282	208	24	under	under	ADP
esutjss-282	208	25	particular	particular	ADJ
esutjss-282	208	26	conditions	condition	NOUN
esutjss-282	208	27	,	,	PUNCT
esutjss-282	208	28	although	although	SCONJ
esutjss-282	208	29	it	it	PRON
esutjss-282	208	30	varies	vary	VERB
esutjss-282	208	31	according	accord	VERB
esutjss-282	208	32	to	to	ADP
esutjss-282	208	33	the	the	DET
esutjss-282	208	34	kind	kind	NOUN
esutjss-282	208	35	and	and	CCONJ
esutjss-282	208	36	level	level	NOUN
esutjss-282	208	37	of	of	ADP
esutjss-282	208	38	the	the	DET
esutjss-282	208	39	improvements	improvement	NOUN
esutjss-282	208	40	.	.	PUNCT
esutjss-282	209	1	accidents	accident	NOUN
esutjss-282	209	2	that	that	PRON
esutjss-282	209	3	occur	occur	VERB
esutjss-282	209	4	in	in	ADP
esutjss-282	209	5	such	such	ADJ
esutjss-282	209	6	areas	area	NOUN
esutjss-282	209	7	can	can	AUX
esutjss-282	209	8	be	be	AUX
esutjss-282	209	9	partially	partially	ADV
esutjss-282	209	10	reduced	reduce	VERB
esutjss-282	209	11	by	by	ADP
esutjss-282	209	12	ensuring	ensure	VERB
esutjss-282	209	13	the	the	DET
esutjss-282	209	14	visibility	visibility	NOUN
esutjss-282	209	15	(	(	PUNCT
esutjss-282	209	16	clear	clear	ADJ
esutjss-282	209	17	lane	lane	NOUN
esutjss-282	209	18	delineation	delineation	NOUN
esutjss-282	209	19	,	,	PUNCT
esutjss-282	209	20	wide	wide	ADJ
esutjss-282	209	21	shoulders	shoulder	NOUN
esutjss-282	209	22	,	,	PUNCT
esutjss-282	209	23	median	median	ADJ
esutjss-282	209	24	barriers	barrier	NOUN
esutjss-282	209	25	)	)	PUNCT
esutjss-282	209	26	,	,	PUNCT
esutjss-282	209	27	ballasting	ballast	VERB
esutjss-282	209	28	of	of	ADP
esutjss-282	209	29	curves	curve	NOUN
esutjss-282	209	30	,	,	PUNCT
esutjss-282	209	31	and	and	CCONJ
esutjss-282	209	32	sufficient	sufficient	ADJ
esutjss-282	209	33	control	control	NOUN
esutjss-282	209	34	of	of	ADP
esutjss-282	209	35	behavior	behavior	NOUN
esutjss-282	209	36	of	of	ADP
esutjss-282	209	37	vehicles	vehicle	NOUN
esutjss-282	209	38	(	(	PUNCT
esutjss-282	209	39	good	good	ADJ
esutjss-282	209	40	banking	banking	NOUN
esutjss-282	209	41	of	of	ADP
esutjss-282	209	42	curves	curve	NOUN
esutjss-282	209	43	,	,	PUNCT
esutjss-282	209	44	proper	proper	ADJ
esutjss-282	209	45	width	width	NOUN
esutjss-282	209	46	of	of	ADP
esutjss-282	209	47	shoulders	shoulder	NOUN
esutjss-282	209	48	,	,	PUNCT
esutjss-282	209	49	etc	etc	X
esutjss-282	209	50	.	.	X
esutjss-282	209	51	)	)	PUNCT
esutjss-282	209	52	.	.	PUNCT
esutjss-282	210	1	such	such	ADJ
esutjss-282	210	2	228	228	NUM
esutjss-282	210	3	interventions	intervention	NOUN
esutjss-282	210	4	work	work	VERB
esutjss-282	210	5	particularly	particularly	ADV
esutjss-282	210	6	well	well	ADV
esutjss-282	210	7	when	when	SCONJ
esutjss-282	210	8	applied	apply	VERB
esutjss-282	210	9	to	to	ADP
esutjss-282	210	10	black	black	ADJ
esutjss-282	210	11	spots	spot	NOUN
esutjss-282	210	12	or	or	CCONJ
esutjss-282	210	13	high	high	ADJ
esutjss-282	210	14	-	-	PUNCT
esutjss-282	210	15	risk	risk	NOUN
esutjss-282	210	16	corridors	corridor	NOUN
esutjss-282	210	17	determined	determine	VERB
esutjss-282	210	18	by	by	ADP
esutjss-282	210	19	crash	crash	NOUN
esutjss-282	210	20	mapping	mapping	NOUN
esutjss-282	210	21	and	and	CCONJ
esutjss-282	210	22	historical	historical	ADJ
esutjss-282	210	23	trend	trend	NOUN
esutjss-282	210	24	analysis	analysis	NOUN
esutjss-282	210	25	.	.	PUNCT
esutjss-282	211	1	such	such	ADJ
esutjss-282	211	2	interventions	intervention	NOUN
esutjss-282	211	3	are	be	AUX
esutjss-282	211	4	also	also	ADV
esutjss-282	211	5	justified	justify	VERB
esutjss-282	211	6	by	by	ADP
esutjss-282	211	7	economic	economic	ADJ
esutjss-282	211	8	assessments	assessment	NOUN
esutjss-282	211	9	.	.	PUNCT
esutjss-282	212	1	the	the	DET
esutjss-282	212	2	cost	cost	NOUN
esutjss-282	212	3	-	-	PUNCT
esutjss-282	212	4	benefit	benefit	NOUN
esutjss-282	212	5	analysis	analysis	NOUN
esutjss-282	212	6	shows	show	VERB
esutjss-282	212	7	that	that	SCONJ
esutjss-282	212	8	not	not	PART
esutjss-282	212	9	only	only	ADV
esutjss-282	212	10	does	do	AUX
esutjss-282	212	11	spending	spend	VERB
esutjss-282	212	12	on	on	ADP
esutjss-282	212	13	an	an	DET
esutjss-282	212	14	infrastructure	infrastructure	NOUN
esutjss-282	212	15	with	with	ADP
esutjss-282	212	16	decreased	decrease	VERB
esutjss-282	212	17	risks	risk	NOUN
esutjss-282	212	18	of	of	ADP
esutjss-282	212	19	death	death	NOUN
esutjss-282	212	20	and	and	CCONJ
esutjss-282	212	21	injury	injury	NOUN
esutjss-282	212	22	,	,	PUNCT
esutjss-282	212	23	but	but	CCONJ
esutjss-282	212	24	this	this	PRON
esutjss-282	212	25	also	also	ADV
esutjss-282	212	26	provides	provide	VERB
esutjss-282	212	27	savings	saving	NOUN
esutjss-282	212	28	in	in	ADP
esutjss-282	212	29	the	the	DET
esutjss-282	212	30	long	long	ADJ
esutjss-282	212	31	run	run	NOUN
esutjss-282	212	32	as	as	SCONJ
esutjss-282	212	33	the	the	DET
esutjss-282	212	34	cost	cost	NOUN
esutjss-282	212	35	of	of	ADP
esutjss-282	212	36	insurance	insurance	NOUN
esutjss-282	212	37	claims	claim	NOUN
esutjss-282	212	38	declines	decline	VERB
esutjss-282	212	39	,	,	PUNCT
esutjss-282	212	40	emergency	emergency	NOUN
esutjss-282	212	41	services	service	NOUN
esutjss-282	212	42	no	no	ADV
esutjss-282	212	43	longer	long	ADV
esutjss-282	212	44	have	have	VERB
esutjss-282	212	45	to	to	PART
esutjss-282	212	46	stretch	stretch	VERB
esutjss-282	212	47	as	as	ADV
esutjss-282	212	48	much	much	ADV
esutjss-282	212	49	,	,	PUNCT
esutjss-282	212	50	and	and	CCONJ
esutjss-282	212	51	people	people	NOUN
esutjss-282	212	52	have	have	VERB
esutjss-282	212	53	a	a	DET
esutjss-282	212	54	greater	great	ADJ
esutjss-282	212	55	trust	trust	NOUN
esutjss-282	212	56	in	in	ADP
esutjss-282	212	57	the	the	DET
esutjss-282	212	58	transportation	transportation	NOUN
esutjss-282	212	59	systems	system	NOUN
esutjss-282	212	60	(	(	PUNCT
esutjss-282	212	61	feber	feber	PROPN
esutjss-282	212	62	et	et	PROPN
esutjss-282	212	63	al	al	PROPN
esutjss-282	212	64	.	.	PROPN
esutjss-282	212	65	,	,	PUNCT
esutjss-282	212	66	2003	2003	NUM
esutjss-282	212	67	;	;	PUNCT
esutjss-282	212	68	yannis	yannis	PROPN
esutjss-282	212	69	et	et	PROPN
esutjss-282	212	70	al	al	PROPN
esutjss-282	212	71	.	.	PROPN
esutjss-282	212	72	,	,	PUNCT
esutjss-282	212	73	2016	2016	NUM
esutjss-282	212	74	)	)	PUNCT
esutjss-282	212	75	.	.	PUNCT
esutjss-282	213	1	in	in	ADP
esutjss-282	213	2	other	other	ADJ
esutjss-282	213	3	locations	location	NOUN
esutjss-282	213	4	,	,	PUNCT
esutjss-282	213	5	it	it	PRON
esutjss-282	213	6	is	be	AUX
esutjss-282	213	7	said	say	VERB
esutjss-282	213	8	that	that	SCONJ
esutjss-282	213	9	the	the	DET
esutjss-282	213	10	public	public	ADJ
esutjss-282	213	11	-	-	PUNCT
esutjss-282	213	12	private	private	ADJ
esutjss-282	213	13	partnership	partnership	NOUN
esutjss-282	213	14	has	have	AUX
esutjss-282	213	15	been	be	AUX
esutjss-282	213	16	crucial	crucial	ADJ
esutjss-282	213	17	in	in	ADP
esutjss-282	213	18	the	the	DET
esutjss-282	213	19	faster	fast	ADJ
esutjss-282	213	20	satisfaction	satisfaction	NOUN
esutjss-282	213	21	of	of	ADP
esutjss-282	213	22	infrastructure	infrastructure	NOUN
esutjss-282	213	23	improvements	improvement	NOUN
esutjss-282	213	24	and	and	CCONJ
esutjss-282	213	25	there	there	PRON
esutjss-282	213	26	is	be	VERB
esutjss-282	213	27	a	a	DET
esutjss-282	213	28	quantified	quantified	ADJ
esutjss-282	213	29	decrease	decrease	NOUN
esutjss-282	213	30	in	in	ADP
esutjss-282	213	31	crash	crash	NOUN
esutjss-282	213	32	rates	rate	NOUN
esutjss-282	213	33	on	on	ADP
esutjss-282	213	34	highways	highway	NOUN
esutjss-282	213	35	under	under	ADP
esutjss-282	213	36	concessions	concession	NOUN
esutjss-282	213	37	(	(	PUNCT
esutjss-282	213	38	albalate	albalate	PROPN
esutjss-282	213	39	&	&	CCONJ
esutjss-282	213	40	bel	bel	PROPN
esutjss-282	213	41	-	-	PROPN
esutjss-282	213	42	piñana	piñana	PROPN
esutjss-282	213	43	,	,	PUNCT
esutjss-282	213	44	2019	2019	NUM
esutjss-282	213	45	)	)	PUNCT
esutjss-282	213	46	.	.	PUNCT
esutjss-282	214	1	localized	localize	VERB
esutjss-282	214	2	interventions	intervention	NOUN
esutjss-282	214	3	like	like	ADP
esutjss-282	214	4	roundabouts	roundabout	NOUN
esutjss-282	214	5	,	,	PUNCT
esutjss-282	214	6	speed	speed	NOUN
esutjss-282	214	7	-	-	PUNCT
esutjss-282	214	8	calming	calm	VERB
esutjss-282	214	9	treatments	treatment	NOUN
esutjss-282	214	10	,	,	PUNCT
esutjss-282	214	11	pedestrian	pedestrian	NOUN
esutjss-282	214	12	refuges	refuge	NOUN
esutjss-282	214	13	,	,	PUNCT
esutjss-282	214	14	and	and	CCONJ
esutjss-282	214	15	protected	protect	VERB
esutjss-282	214	16	bike	bike	NOUN
esutjss-282	214	17	facilities	facility	NOUN
esutjss-282	214	18	have	have	AUX
esutjss-282	214	19	demonstrated	demonstrate	VERB
esutjss-282	214	20	measurable	measurable	ADJ
esutjss-282	214	21	decreases	decrease	NOUN
esutjss-282	214	22	in	in	ADP
esutjss-282	214	23	collision	collision	NOUN
esutjss-282	214	24	risks	risk	NOUN
esutjss-282	214	25	,	,	PUNCT
esutjss-282	214	26	especially	especially	ADV
esutjss-282	214	27	among	among	ADP
esutjss-282	214	28	vulnerable	vulnerable	ADJ
esutjss-282	214	29	road	road	NOUN
esutjss-282	214	30	users	user	NOUN
esutjss-282	214	31	.	.	PUNCT
esutjss-282	215	1	an	an	DET
esutjss-282	215	2	example	example	NOUN
esutjss-282	215	3	is	be	AUX
esutjss-282	215	4	curb	curb	NOUN
esutjss-282	215	5	extension	extension	NOUN
esutjss-282	215	6	connections	connection	NOUN
esutjss-282	215	7	where	where	SCONJ
esutjss-282	215	8	car	car	NOUN
esutjss-282	215	9	movement	movement	NOUN
esutjss-282	215	10	turning	turn	VERB
esutjss-282	215	11	speeds	speed	NOUN
esutjss-282	215	12	have	have	AUX
esutjss-282	215	13	been	be	AUX
esutjss-282	215	14	hampered	hamper	VERB
esutjss-282	215	15	and	and	CCONJ
esutjss-282	215	16	pedestrian	pedestrian	NOUN
esutjss-282	215	17	visibility	visibility	NOUN
esutjss-282	215	18	has	have	AUX
esutjss-282	215	19	improved	improve	VERB
esutjss-282	215	20	at	at	ADP
esutjss-282	215	21	intersections	intersection	NOUN
esutjss-282	215	22	and	and	CCONJ
esutjss-282	215	23	in	in	ADP
esutjss-282	215	24	cities	city	NOUN
esutjss-282	215	25	,	,	PUNCT
esutjss-282	215	26	leading	lead	VERB
esutjss-282	215	27	to	to	ADP
esutjss-282	215	28	a	a	DET
esutjss-282	215	29	major	major	ADJ
esutjss-282	215	30	decrease	decrease	NOUN
esutjss-282	215	31	in	in	ADP
esutjss-282	215	32	pedestrian	pedestrian	NOUN
esutjss-282	215	33	injury	injury	NOUN
esutjss-282	215	34	(	(	PUNCT
esutjss-282	215	35	goniewicz	goniewicz	VERB
esutjss-282	215	36	et	et	PROPN
esutjss-282	215	37	al	al	PROPN
esutjss-282	215	38	.	.	PROPN
esutjss-282	215	39	,	,	PUNCT
esutjss-282	215	40	2016	2016	NUM
esutjss-282	215	41	)	)	PUNCT
esutjss-282	215	42	.	.	PUNCT
esutjss-282	216	1	cyclist	cyclist	NOUN
esutjss-282	216	2	-	-	PUNCT
esutjss-282	216	3	specific	specific	ADJ
esutjss-282	216	4	infrastructure	infrastructure	NOUN
esutjss-282	216	5	,	,	PUNCT
esutjss-282	216	6	including	include	VERB
esutjss-282	216	7	physically	physically	ADV
esutjss-282	216	8	separated	separate	VERB
esutjss-282	216	9	bike	bike	NOUN
esutjss-282	216	10	lanes	lane	NOUN
esutjss-282	216	11	,	,	PUNCT
esutjss-282	216	12	has	have	AUX
esutjss-282	216	13	also	also	ADV
esutjss-282	216	14	been	be	AUX
esutjss-282	216	15	found	find	VERB
esutjss-282	216	16	to	to	PART
esutjss-282	216	17	be	be	AUX
esutjss-282	216	18	linked	link	VERB
esutjss-282	216	19	with	with	ADP
esutjss-282	216	20	a	a	DET
esutjss-282	216	21	significant	significant	ADJ
esutjss-282	216	22	decrease	decrease	NOUN
esutjss-282	216	23	in	in	ADP
esutjss-282	216	24	bicycle	bicycle	NOUN
esutjss-282	216	25	-	-	PUNCT
esutjss-282	216	26	related	relate	VERB
esutjss-282	216	27	crashes	crash	NOUN
esutjss-282	216	28	(	(	PUNCT
esutjss-282	216	29	uzondu	uzondu	NOUN
esutjss-282	216	30	et	et	NOUN
esutjss-282	216	31	al	al	PROPN
esutjss-282	216	32	.	.	PROPN
esutjss-282	216	33	,	,	PUNCT
esutjss-282	216	34	2020	2020	NUM
esutjss-282	216	35	)	)	PUNCT
esutjss-282	216	36	.	.	PUNCT
esutjss-282	217	1	moreover	moreover	ADV
esutjss-282	217	2	,	,	PUNCT
esutjss-282	217	3	there	there	PRON
esutjss-282	217	4	have	have	AUX
esutjss-282	217	5	been	be	AUX
esutjss-282	217	6	good	good	ADJ
esutjss-282	217	7	safety	safety	NOUN
esutjss-282	217	8	results	result	NOUN
esutjss-282	217	9	with	with	ADP
esutjss-282	217	10	the	the	DET
esutjss-282	217	11	combination	combination	NOUN
esutjss-282	217	12	of	of	ADP
esutjss-282	217	13	intelligent	intelligent	ADJ
esutjss-282	217	14	transportation	transportation	NOUN
esutjss-282	217	15	systems	system	NOUN
esutjss-282	217	16	(	(	PUNCT
esutjss-282	217	17	its	its	PRON
esutjss-282	217	18	)	)	PUNCT
esutjss-282	217	19	and	and	CCONJ
esutjss-282	217	20	the	the	DET
esutjss-282	217	21	implementation	implementation	NOUN
esutjss-282	217	22	of	of	ADP
esutjss-282	217	23	average	average	ADJ
esutjss-282	217	24	speed	speed	NOUN
esutjss-282	217	25	enforcement	enforcement	NOUN
esutjss-282	217	26	mechanisms	mechanism	NOUN
esutjss-282	217	27	in	in	ADP
esutjss-282	217	28	the	the	DET
esutjss-282	217	29	larger	large	ADJ
esutjss-282	217	30	highways	highway	NOUN
esutjss-282	217	31	.	.	PUNCT
esutjss-282	218	1	experience	experience	NOUN
esutjss-282	218	2	with	with	ADP
esutjss-282	218	3	the	the	DET
esutjss-282	218	4	work	work	NOUN
esutjss-282	218	5	of	of	ADP
esutjss-282	218	6	the	the	DET
esutjss-282	218	7	italian	italian	ADJ
esutjss-282	218	8	system	system	NOUN
esutjss-282	218	9	of	of	ADP
esutjss-282	218	10	tracking	track	VERB
esutjss-282	218	11	average	average	ADJ
esutjss-282	218	12	speeds	speed	NOUN
esutjss-282	218	13	,	,	PUNCT
esutjss-282	218	14	known	know	VERB
esutjss-282	218	15	as	as	ADP
esutjss-282	218	16	the	the	DET
esutjss-282	218	17	safety	safety	NOUN
esutjss-282	218	18	tutor	tutor	NOUN
esutjss-282	218	19	,	,	PUNCT
esutjss-282	218	20	over	over	ADP
esutjss-282	218	21	long	long	ADJ
esutjss-282	218	22	distances	distance	NOUN
esutjss-282	218	23	on	on	ADP
esutjss-282	218	24	the	the	DET
esutjss-282	218	25	road	road	NOUN
esutjss-282	218	26	,	,	PUNCT
esutjss-282	218	27	showed	show	VERB
esutjss-282	218	28	that	that	SCONJ
esutjss-282	218	29	the	the	DET
esutjss-282	218	30	number	number	NOUN
esutjss-282	218	31	of	of	ADP
esutjss-282	218	32	fatal	fatal	ADJ
esutjss-282	218	33	and	and	CCONJ
esutjss-282	218	34	harmful	harmful	ADJ
esutjss-282	218	35	accidents	accident	NOUN
esutjss-282	218	36	decreased	decrease	VERB
esutjss-282	218	37	with	with	ADP
esutjss-282	218	38	the	the	DET
esutjss-282	218	39	introduction	introduction	NOUN
esutjss-282	218	40	of	of	ADP
esutjss-282	218	41	the	the	DET
esutjss-282	218	42	new	new	ADJ
esutjss-282	218	43	system	system	NOUN
esutjss-282	218	44	by	by	ADP
esutjss-282	218	45	statistically	statistically	ADV
esutjss-282	218	46	significant	significant	ADJ
esutjss-282	218	47	level	level	NOUN
esutjss-282	218	48	(	(	PUNCT
esutjss-282	218	49	borsati	borsati	NOUN
esutjss-282	218	50	et	et	NOUN
esutjss-282	218	51	al	al	PROPN
esutjss-282	218	52	.	.	PROPN
esutjss-282	218	53	,	,	PUNCT
esutjss-282	218	54	2019	2019	NUM
esutjss-282	218	55	)	)	PUNCT
esutjss-282	218	56	.	.	PUNCT
esutjss-282	219	1	this	this	PRON
esutjss-282	219	2	concurs	concur	VERB
esutjss-282	219	3	with	with	ADP
esutjss-282	219	4	larger	large	ADJ
esutjss-282	219	5	studies	study	NOUN
esutjss-282	219	6	that	that	PRON
esutjss-282	219	7	show	show	VERB
esutjss-282	219	8	that	that	SCONJ
esutjss-282	219	9	consistent	consistent	ADJ
esutjss-282	219	10	and	and	CCONJ
esutjss-282	219	11	automated	automate	VERB
esutjss-282	219	12	enforcement	enforcement	NOUN
esutjss-282	219	13	,	,	PUNCT
esutjss-282	219	14	coupled	couple	VERB
esutjss-282	219	15	with	with	ADP
esutjss-282	219	16	separated	separate	VERB
esutjss-282	219	17	infrastructure	infrastructure	NOUN
esutjss-282	219	18	,	,	PUNCT
esutjss-282	219	19	help	help	AUX
esutjss-282	219	20	reduce	reduce	VERB
esutjss-282	219	21	crashes	crash	NOUN
esutjss-282	219	22	sustainably	sustainably	ADV
esutjss-282	219	23	.	.	PUNCT
esutjss-282	220	1	the	the	DET
esutjss-282	220	2	collateral	collateral	ADJ
esutjss-282	220	3	benefits	benefit	NOUN
esutjss-282	220	4	of	of	ADP
esutjss-282	220	5	infrastructure	infrastructure	NOUN
esutjss-282	220	6	improvements	improvement	NOUN
esutjss-282	220	7	have	have	AUX
esutjss-282	220	8	been	be	AUX
esutjss-282	220	9	emphasized	emphasize	VERB
esutjss-282	220	10	in	in	ADP
esutjss-282	220	11	further	further	ADJ
esutjss-282	220	12	studies	study	NOUN
esutjss-282	220	13	.	.	PUNCT
esutjss-282	221	1	one	one	NUM
esutjss-282	221	2	illustration	illustration	NOUN
esutjss-282	221	3	is	be	AUX
esutjss-282	221	4	the	the	DET
esutjss-282	221	5	effect	effect	NOUN
esutjss-282	221	6	of	of	ADP
esutjss-282	221	7	quality	quality	NOUN
esutjss-282	221	8	investments	investment	NOUN
esutjss-282	221	9	in	in	ADP
esutjss-282	221	10	road	road	NOUN
esutjss-282	221	11	infrastructure	infrastructure	NOUN
esutjss-282	221	12	where	where	SCONJ
esutjss-282	221	13	quality	quality	NOUN
esutjss-282	221	14	roadwork	roadwork	NOUN
esutjss-282	221	15	was	be	AUX
esutjss-282	221	16	proven	prove	VERB
esutjss-282	221	17	to	to	PART
esutjss-282	221	18	manipulate	manipulate	VERB
esutjss-282	221	19	road	road	NOUN
esutjss-282	221	20	user	user	NOUN
esutjss-282	221	21	behaviour	behaviour	NOUN
esutjss-282	221	22	,	,	PUNCT
esutjss-282	221	23	increasing	increase	VERB
esutjss-282	221	24	adherence	adherence	NOUN
esutjss-282	221	25	to	to	ADP
esutjss-282	221	26	speed	speed	NOUN
esutjss-282	221	27	limits	limit	NOUN
esutjss-282	221	28	and	and	CCONJ
esutjss-282	221	29	lanes	lane	NOUN
esutjss-282	221	30	.	.	PUNCT
esutjss-282	222	1	on	on	ADP
esutjss-282	222	2	the	the	DET
esutjss-282	222	3	other	other	ADJ
esutjss-282	222	4	hand	hand	NOUN
esutjss-282	222	5	,	,	PUNCT
esutjss-282	222	6	infrastructure	infrastructure	NOUN
esutjss-282	222	7	in	in	ADP
esutjss-282	222	8	poor	poor	ADJ
esutjss-282	222	9	conditions	condition	NOUN
esutjss-282	222	10	of	of	ADP
esutjss-282	222	11	construction	construction	NOUN
esutjss-282	222	12	or	or	CCONJ
esutjss-282	222	13	design	design	NOUN
esutjss-282	222	14	is	be	AUX
esutjss-282	222	15	linked	link	VERB
esutjss-282	222	16	to	to	ADP
esutjss-282	222	17	aggressive	aggressive	ADJ
esutjss-282	222	18	driving	driving	NOUN
esutjss-282	222	19	,	,	PUNCT
esutjss-282	222	20	or	or	CCONJ
esutjss-282	222	21	even	even	ADV
esutjss-282	222	22	compensation	compensation	NOUN
esutjss-282	222	23	driving	driving	NOUN
esutjss-282	222	24	that	that	PRON
esutjss-282	222	25	also	also	ADV
esutjss-282	222	26	raises	raise	VERB
esutjss-282	222	27	the	the	DET
esutjss-282	222	28	risk	risk	NOUN
esutjss-282	222	29	of	of	ADP
esutjss-282	222	30	accidents	accident	NOUN
esutjss-282	222	31	(	(	PUNCT
esutjss-282	222	32	wang	wang	PROPN
esutjss-282	222	33	et	et	PROPN
esutjss-282	222	34	al	al	PROPN
esutjss-282	222	35	.	.	PROPN
esutjss-282	222	36	,	,	PUNCT
esutjss-282	222	37	2013	2013	NUM
esutjss-282	222	38	;	;	PUNCT
esutjss-282	222	39	noland	noland	PROPN
esutjss-282	222	40	,	,	PUNCT
esutjss-282	222	41	2003	2003	NUM
esutjss-282	222	42	)	)	PUNCT
esutjss-282	222	43	.	.	PUNCT
esutjss-282	223	1	infrastructure	infrastructure	NOUN
esutjss-282	223	2	investments	investment	NOUN
esutjss-282	223	3	also	also	ADV
esutjss-282	223	4	can	can	AUX
esutjss-282	223	5	be	be	AUX
esutjss-282	223	6	very	very	ADV
esutjss-282	223	7	significant	significant	ADJ
esutjss-282	223	8	in	in	ADP
esutjss-282	223	9	increasing	increase	VERB
esutjss-282	223	10	safety	safety	NOUN
esutjss-282	223	11	at	at	ADP
esutjss-282	223	12	night	night	NOUN
esutjss-282	223	13	,	,	PUNCT
esutjss-282	223	14	where	where	SCONJ
esutjss-282	223	15	reflective	reflective	ADJ
esutjss-282	223	16	products	product	NOUN
esutjss-282	223	17	and	and	CCONJ
esutjss-282	223	18	improved	improved	ADJ
esutjss-282	223	19	lighting	lighting	NOUN
esutjss-282	223	20	at	at	ADP
esutjss-282	223	21	night	night	NOUN
esutjss-282	223	22	contribute	contribute	VERB
esutjss-282	223	23	greatly	greatly	ADV
esutjss-282	223	24	in	in	ADP
esutjss-282	223	25	ensuring	ensure	VERB
esutjss-282	223	26	that	that	SCONJ
esutjss-282	223	27	the	the	DET
esutjss-282	223	28	occurrence	occurrence	NOUN
esutjss-282	223	29	of	of	ADP
esutjss-282	223	30	crashes	crash	NOUN
esutjss-282	223	31	at	at	ADP
esutjss-282	223	32	night	night	NOUN
esutjss-282	223	33	,	,	PUNCT
esutjss-282	223	34	during	during	ADP
esutjss-282	223	35	low	low	ADJ
esutjss-282	223	36	visibility	visibility	NOUN
esutjss-282	223	37	,	,	PUNCT
esutjss-282	223	38	is	be	AUX
esutjss-282	223	39	minimized	minimize	VERB
esutjss-282	223	40	(	(	PUNCT
esutjss-282	223	41	johnston	johnston	PROPN
esutjss-282	223	42	,	,	PUNCT
esutjss-282	223	43	2004	2004	NUM
esutjss-282	223	44	)	)	PUNCT
esutjss-282	223	45	.	.	PUNCT
esutjss-282	224	1	although	although	SCONJ
esutjss-282	224	2	spending	spend	VERB
esutjss-282	224	3	money	money	NOUN
esutjss-282	224	4	on	on	ADP
esutjss-282	224	5	infrastructure	infrastructure	NOUN
esutjss-282	224	6	can	can	AUX
esutjss-282	224	7	not	not	PART
esutjss-282	224	8	eradicate	eradicate	VERB
esutjss-282	224	9	traffic	traffic	NOUN
esutjss-282	224	10	crashes	crash	NOUN
esutjss-282	224	11	,	,	PUNCT
esutjss-282	224	12	despite	despite	SCONJ
esutjss-282	224	13	the	the	DET
esutjss-282	224	14	intricate	intricate	ADJ
esutjss-282	224	15	interaction	interaction	NOUN
esutjss-282	224	16	between	between	ADP
esutjss-282	224	17	human	human	ADJ
esutjss-282	224	18	error	error	NOUN
esutjss-282	224	19	,	,	PUNCT
esutjss-282	224	20	the	the	DET
esutjss-282	224	21	state	state	NOUN
esutjss-282	224	22	of	of	ADP
esutjss-282	224	23	the	the	DET
esutjss-282	224	24	vehicle	vehicle	NOUN
esutjss-282	224	25	or	or	CCONJ
esutjss-282	224	26	elements	element	NOUN
esutjss-282	224	27	(	(	PUNCT
esutjss-282	224	28	known	know	VERB
esutjss-282	224	29	as	as	ADP
esutjss-282	224	30	the	the	DET
esutjss-282	224	31	swiss	swiss	ADJ
esutjss-282	224	32	cheese	cheese	NOUN
esutjss-282	224	33	model	model	NOUN
esutjss-282	224	34	)	)	PUNCT
esutjss-282	224	35	,	,	PUNCT
esutjss-282	224	36	this	this	DET
esutjss-282	224	37	type	type	NOUN
esutjss-282	224	38	of	of	ADP
esutjss-282	224	39	investment	investment	NOUN
esutjss-282	224	40	is	be	AUX
esutjss-282	224	41	the	the	DET
esutjss-282	224	42	cornerstone	cornerstone	NOUN
esutjss-282	224	43	of	of	ADP
esutjss-282	224	44	current	current	ADJ
esutjss-282	224	45	road	road	NOUN
esutjss-282	224	46	safety	safety	NOUN
esutjss-282	224	47	planning	planning	NOUN
esutjss-282	224	48	.	.	PUNCT
esutjss-282	225	1	infrastructural	infrastructural	ADJ
esutjss-282	225	2	infrastructure	infrastructure	NOUN
esutjss-282	225	3	improvement	improvement	NOUN
esutjss-282	225	4	and	and	CCONJ
esutjss-282	225	5	regulatory	regulatory	ADJ
esutjss-282	225	6	interventions	intervention	NOUN
esutjss-282	225	7	,	,	PUNCT
esutjss-282	225	8	including	include	VERB
esutjss-282	225	9	speed	speed	NOUN
esutjss-282	225	10	enforcement	enforcement	NOUN
esutjss-282	225	11	and	and	CCONJ
esutjss-282	225	12	driver	driver	NOUN
esutjss-282	225	13	education	education	NOUN
esutjss-282	225	14	programs	program	NOUN
esutjss-282	225	15	,	,	PUNCT
esutjss-282	225	16	have	have	AUX
esutjss-282	225	17	regularly	regularly	ADV
esutjss-282	225	18	been	be	AUX
esutjss-282	225	19	cited	cite	VERB
esutjss-282	225	20	as	as	ADP
esutjss-282	225	21	a	a	DET
esutjss-282	225	22	critical	critical	ADJ
esutjss-282	225	23	predictor	predictor	NOUN
esutjss-282	225	24	of	of	ADP
esutjss-282	225	25	long	long	ADJ
esutjss-282	225	26	-	-	PUNCT
esutjss-282	225	27	term	term	NOUN
esutjss-282	225	28	road	road	NOUN
esutjss-282	225	29	safety	safety	NOUN
esutjss-282	225	30	gains	gain	NOUN
esutjss-282	225	31	(	(	PUNCT
esutjss-282	225	32	v	v	NOUN
esutjss-282	225	33	ugar	ugar	NOUN
esutjss-282	225	34	et	et	PROPN
esutjss-282	225	35	al	al	PROPN
esutjss-282	225	36	.	.	PROPN
esutjss-282	225	37	,	,	PUNCT
esutjss-282	225	38	2023	2023	NUM
esutjss-282	225	39	;	;	PUNCT
esutjss-282	225	40	albalate	albalate	PROPN
esutjss-282	225	41	et	et	PROPN
esutjss-282	225	42	al	al	PROPN
esutjss-282	225	43	.	.	PROPN
esutjss-282	225	44	,	,	PUNCT
esutjss-282	225	45	2013	2013	NUM
esutjss-282	225	46	)	)	PUNCT
esutjss-282	225	47	.	.	PUNCT
esutjss-282	226	1	implications	implication	NOUN
esutjss-282	226	2	for	for	ADP
esutjss-282	226	3	motor	motor	NOUN
esutjss-282	226	4	insurance	insurance	NOUN
esutjss-282	226	5	industry	industry	NOUN
esutjss-282	226	6	in	in	ADP
esutjss-282	226	7	nigeria	nigeria	PRON
esutjss-282	226	8	the	the	DET
esutjss-282	226	9	rate	rate	NOUN
esutjss-282	226	10	of	of	ADP
esutjss-282	226	11	road	road	NOUN
esutjss-282	226	12	traffic	traffic	NOUN
esutjss-282	226	13	accidents	accident	NOUN
esutjss-282	226	14	in	in	ADP
esutjss-282	226	15	nigeria	nigeria	PROPN
esutjss-282	226	16	remains	remain	VERB
esutjss-282	226	17	very	very	ADV
esutjss-282	226	18	high	high	ADJ
esutjss-282	226	19	and	and	CCONJ
esutjss-282	226	20	has	have	VERB
esutjss-282	226	21	a	a	DET
esutjss-282	226	22	significant	significant	ADJ
esutjss-282	226	23	and	and	CCONJ
esutjss-282	226	24	destabilizing	destabilizing	ADJ
esutjss-282	226	25	effect	effect	NOUN
esutjss-282	226	26	on	on	ADP
esutjss-282	226	27	the	the	DET
esutjss-282	226	28	motor	motor	NOUN
esutjss-282	226	29	insurance	insurance	NOUN
esutjss-282	226	30	industry	industry	NOUN
esutjss-282	226	31	in	in	ADP
esutjss-282	226	32	nigeria	nigeria	PROPN
esutjss-282	226	33	.	.	PUNCT
esutjss-282	227	1	there	there	PRON
esutjss-282	227	2	is	be	VERB
esutjss-282	227	3	a	a	DET
esutjss-282	227	4	clear	clear	ADJ
esutjss-282	227	5	and	and	CCONJ
esutjss-282	227	6	strong	strong	ADJ
esutjss-282	227	7	correlation	correlation	NOUN
esutjss-282	227	8	between	between	ADP
esutjss-282	227	9	the	the	DET
esutjss-282	227	10	frequency	frequency	NOUN
esutjss-282	227	11	of	of	ADP
esutjss-282	227	12	accidents	accident	NOUN
esutjss-282	227	13	and	and	CCONJ
esutjss-282	227	14	the	the	DET
esutjss-282	227	15	number	number	NOUN
esutjss-282	227	16	of	of	ADP
esutjss-282	227	17	insurance	insurance	NOUN
esutjss-282	227	18	claims	claim	NOUN
esutjss-282	227	19	;	;	PUNCT
esutjss-282	227	20	insurance	insurance	NOUN
esutjss-282	227	21	companies	company	NOUN
esutjss-282	227	22	are	be	AUX
esutjss-282	227	23	often	often	ADV
esutjss-282	227	24	forced	force	VERB
esutjss-282	227	25	to	to	PART
esutjss-282	227	26	pay	pay	VERB
esutjss-282	227	27	huge	huge	ADJ
esutjss-282	227	28	and	and	CCONJ
esutjss-282	227	29	recurring	recur	VERB
esutjss-282	227	30	claims	claim	NOUN
esutjss-282	227	31	,	,	PUNCT
esutjss-282	227	32	which	which	PRON
esutjss-282	227	33	causes	cause	VERB
esutjss-282	227	34	operation	operation	NOUN
esutjss-282	227	35	inefficiency	inefficiency	NOUN
esutjss-282	227	36	and	and	CCONJ
esutjss-282	227	37	financial	financial	ADJ
esutjss-282	227	38	insolvency	insolvency	NOUN
esutjss-282	227	39	.	.	PUNCT
esutjss-282	228	1	this	this	DET
esutjss-282	228	2	relationship	relationship	NOUN
esutjss-282	228	3	is	be	AUX
esutjss-282	228	4	not	not	PART
esutjss-282	228	5	a	a	DET
esutjss-282	228	6	theoretical	theoretical	ADJ
esutjss-282	228	7	assumption	assumption	NOUN
esutjss-282	228	8	,	,	PUNCT
esutjss-282	228	9	but	but	CCONJ
esutjss-282	228	10	is	be	AUX
esutjss-282	228	11	confirmed	confirm	VERB
esutjss-282	228	12	by	by	ADP
esutjss-282	228	13	facts	fact	NOUN
esutjss-282	228	14	and	and	CCONJ
esutjss-282	228	15	observed	observe	VERB
esutjss-282	228	16	market	market	NOUN
esutjss-282	228	17	dynamics	dynamic	NOUN
esutjss-282	228	18	.	.	PUNCT
esutjss-282	229	1	against	against	ADP
esutjss-282	229	2	the	the	DET
esutjss-282	229	3	backdrop	backdrop	NOUN
esutjss-282	229	4	of	of	ADP
esutjss-282	229	5	poor	poor	ADJ
esutjss-282	229	6	road	road	NOUN
esutjss-282	229	7	development	development	NOUN
esutjss-282	229	8	,	,	PUNCT
esutjss-282	229	9	irregular	irregular	ADJ
esutjss-282	229	10	driving	driving	NOUN
esutjss-282	229	11	habits	habit	NOUN
esutjss-282	229	12	,	,	PUNCT
esutjss-282	229	13	poor	poor	ADJ
esutjss-282	229	14	enforcement	enforcement	NOUN
esutjss-282	229	15	of	of	ADP
esutjss-282	229	16	road	road	NOUN
esutjss-282	229	17	codes	code	NOUN
esutjss-282	229	18	,	,	PUNCT
esutjss-282	229	19	and	and	CCONJ
esutjss-282	229	20	a	a	DET
esutjss-282	229	21	swelling	swell	VERB
esutjss-282	229	22	vehicle	vehicle	NOUN
esutjss-282	229	23	229	229	NUM
esutjss-282	229	24	volume	volume	NOUN
esutjss-282	229	25	,	,	PUNCT
esutjss-282	229	26	the	the	DET
esutjss-282	229	27	rate	rate	NOUN
esutjss-282	229	28	of	of	ADP
esutjss-282	229	29	traffic	traffic	NOUN
esutjss-282	229	30	accidents	accident	NOUN
esutjss-282	229	31	also	also	ADV
esutjss-282	229	32	has	have	AUX
esutjss-282	229	33	been	be	AUX
esutjss-282	229	34	alarming	alarming	ADJ
esutjss-282	229	35	.	.	PUNCT
esutjss-282	230	1	as	as	ADP
esutjss-282	230	2	a	a	DET
esutjss-282	230	3	result	result	NOUN
esutjss-282	230	4	,	,	PUNCT
esutjss-282	230	5	motor	motor	NOUN
esutjss-282	230	6	insurers	insurer	NOUN
esutjss-282	230	7	are	be	AUX
esutjss-282	230	8	subjected	subject	VERB
esutjss-282	230	9	to	to	ADP
esutjss-282	230	10	an	an	DET
esutjss-282	230	11	unending	unending	ADJ
esutjss-282	230	12	flow	flow	NOUN
esutjss-282	230	13	of	of	ADP
esutjss-282	230	14	claims	claim	NOUN
esutjss-282	230	15	that	that	PRON
esutjss-282	230	16	threatens	threaten	VERB
esutjss-282	230	17	both	both	DET
esutjss-282	230	18	profitability	profitability	NOUN
esutjss-282	230	19	and	and	CCONJ
esutjss-282	230	20	capital	capital	NOUN
esutjss-282	230	21	adequacy	adequacy	NOUN
esutjss-282	230	22	.	.	PUNCT
esutjss-282	231	1	this	this	DET
esutjss-282	231	2	local	local	ADJ
esutjss-282	231	3	is	be	AUX
esutjss-282	231	4	compounded	compound	VERB
esutjss-282	231	5	by	by	ADP
esutjss-282	231	6	the	the	DET
esutjss-282	231	7	continuing	continue	VERB
esutjss-282	231	8	macroeconomic	macroeconomic	ADJ
esutjss-282	231	9	problems	problem	NOUN
esutjss-282	231	10	involving	involve	VERB
esutjss-282	231	11	high	high	ADJ
esutjss-282	231	12	inflation	inflation	NOUN
esutjss-282	231	13	in	in	ADP
esutjss-282	231	14	nigeria	nigeria	PROPN
esutjss-282	231	15	.	.	PUNCT
esutjss-282	232	1	with	with	ADP
esutjss-282	232	2	the	the	DET
esutjss-282	232	3	rising	rise	VERB
esutjss-282	232	4	inflation	inflation	NOUN
esutjss-282	232	5	pushing	push	VERB
esutjss-282	232	6	up	up	ADP
esutjss-282	232	7	the	the	DET
esutjss-282	232	8	price	price	NOUN
esutjss-282	232	9	of	of	ADP
esutjss-282	232	10	auto	auto	NOUN
esutjss-282	232	11	parts	part	NOUN
esutjss-282	232	12	,	,	PUNCT
esutjss-282	232	13	medical	medical	ADJ
esutjss-282	232	14	services	service	NOUN
esutjss-282	232	15	and	and	CCONJ
esutjss-282	232	16	labor	labor	NOUN
esutjss-282	232	17	,	,	PUNCT
esutjss-282	232	18	the	the	DET
esutjss-282	232	19	mean	mean	ADJ
esutjss-282	232	20	payment	payment	NOUN
esutjss-282	232	21	per	per	ADP
esutjss-282	232	22	motor	motor	NOUN
esutjss-282	232	23	insurance	insurance	NOUN
esutjss-282	232	24	claim	claim	NOUN
esutjss-282	232	25	also	also	ADV
esutjss-282	232	26	increases	increase	VERB
esutjss-282	232	27	.	.	PUNCT
esutjss-282	233	1	vehicle	vehicle	NOUN
esutjss-282	233	2	repairs	repair	NOUN
esutjss-282	233	3	on	on	ADP
esutjss-282	233	4	damaged	damaged	ADJ
esutjss-282	233	5	vehicles	vehicle	NOUN
esutjss-282	233	6	,	,	PUNCT
esutjss-282	233	7	third	third	ADJ
esutjss-282	233	8	party	party	NOUN
esutjss-282	233	9	bodily	bodily	ADV
esutjss-282	233	10	injury	injury	PROPN
esutjss-282	233	11	compensation	compensation	NOUN
esutjss-282	233	12	claims	claim	NOUN
esutjss-282	233	13	and	and	CCONJ
esutjss-282	233	14	medical	medical	ADJ
esutjss-282	233	15	costs	cost	NOUN
esutjss-282	233	16	on	on	ADP
esutjss-282	233	17	the	the	DET
esutjss-282	233	18	victims	victim	NOUN
esutjss-282	233	19	of	of	ADP
esutjss-282	233	20	the	the	DET
esutjss-282	233	21	accident	accident	NOUN
esutjss-282	233	22	are	be	AUX
esutjss-282	233	23	portential	portential	ADJ
esutjss-282	233	24	escalators	escalator	NOUN
esutjss-282	233	25	with	with	ADP
esutjss-282	233	26	inflationary	inflationary	ADJ
esutjss-282	233	27	effects	effect	NOUN
esutjss-282	233	28	and	and	CCONJ
esutjss-282	233	29	this	this	PRON
esutjss-282	233	30	increases	increase	VERB
esutjss-282	233	31	the	the	DET
esutjss-282	233	32	financial	financial	ADJ
esutjss-282	233	33	pressure	pressure	NOUN
esutjss-282	233	34	on	on	ADP
esutjss-282	233	35	insurers	insurer	NOUN
esutjss-282	233	36	.	.	PUNCT
esutjss-282	234	1	the	the	DET
esutjss-282	234	2	empirical	empirical	ADJ
esutjss-282	234	3	and	and	CCONJ
esutjss-282	234	4	economic	economic	ADJ
esutjss-282	234	5	theoretical	theoretical	ADJ
esutjss-282	234	6	underpinnings	underpinning	NOUN
esutjss-282	234	7	indicate	indicate	VERB
esutjss-282	234	8	that	that	SCONJ
esutjss-282	234	9	,	,	PUNCT
esutjss-282	234	10	where	where	SCONJ
esutjss-282	234	11	the	the	DET
esutjss-282	234	12	pace	pace	NOUN
esutjss-282	234	13	at	at	ADP
esutjss-282	234	14	which	which	PRON
esutjss-282	234	15	the	the	DET
esutjss-282	234	16	claims	claim	NOUN
esutjss-282	234	17	costs	cost	VERB
esutjss-282	234	18	increase	increase	VERB
esutjss-282	234	19	outstrips	outstrip	VERB
esutjss-282	234	20	the	the	DET
esutjss-282	234	21	premium	premium	ADJ
esutjss-282	234	22	income	income	NOUN
esutjss-282	234	23	,	,	PUNCT
esutjss-282	234	24	there	there	PRON
esutjss-282	234	25	is	be	VERB
esutjss-282	234	26	immense	immense	ADJ
esutjss-282	234	27	pressure	pressure	NOUN
esutjss-282	234	28	on	on	ADP
esutjss-282	234	29	the	the	DET
esutjss-282	234	30	insurers	insurer	NOUN
esutjss-282	234	31	to	to	PART
esutjss-282	234	32	rebalance	rebalance	VERB
esutjss-282	234	33	the	the	DET
esutjss-282	234	34	underwriting	underwriting	NOUN
esutjss-282	234	35	standards	standard	NOUN
esutjss-282	234	36	and	and	CCONJ
esutjss-282	234	37	change	change	VERB
esutjss-282	234	38	risk	risk	NOUN
esutjss-282	234	39	pricing	pricing	NOUN
esutjss-282	234	40	policies	policy	NOUN
esutjss-282	234	41	(	(	PUNCT
esutjss-282	234	42	regan	regan	PROPN
esutjss-282	234	43	,	,	PUNCT
esutjss-282	234	44	tennyson	tennyson	PROPN
esutjss-282	234	45	,	,	PUNCT
esutjss-282	234	46	&	&	CCONJ
esutjss-282	234	47	weiss	weiss	PROPN
esutjss-282	234	48	,	,	PUNCT
esutjss-282	234	49	2008	2008	NUM
esutjss-282	234	50	)	)	PUNCT
esutjss-282	234	51	.	.	PUNCT
esutjss-282	235	1	operationally	operationally	ADV
esutjss-282	235	2	,	,	PUNCT
esutjss-282	235	3	the	the	DET
esutjss-282	235	4	monetary	monetary	ADJ
esutjss-282	235	5	effects	effect	NOUN
esutjss-282	235	6	of	of	ADP
esutjss-282	235	7	these	these	DET
esutjss-282	235	8	changes	change	NOUN
esutjss-282	235	9	are	be	AUX
esutjss-282	235	10	also	also	ADV
esutjss-282	235	11	broad	broad	ADV
esutjss-282	235	12	-	-	PUNCT
esutjss-282	235	13	ranging	ranging	NOUN
esutjss-282	235	14	.	.	PUNCT
esutjss-282	236	1	upon	upon	SCONJ
esutjss-282	236	2	occurrence	occurrence	NOUN
esutjss-282	236	3	of	of	ADP
esutjss-282	236	4	a	a	DET
esutjss-282	236	5	situation	situation	NOUN
esutjss-282	236	6	whereby	whereby	SCONJ
esutjss-282	236	7	the	the	DET
esutjss-282	236	8	payouts	payout	NOUN
esutjss-282	236	9	of	of	ADP
esutjss-282	236	10	the	the	DET
esutjss-282	236	11	claims	claim	NOUN
esutjss-282	236	12	are	be	AUX
esutjss-282	236	13	disproportionately	disproportionately	ADV
esutjss-282	236	14	high	high	ADJ
esutjss-282	236	15	such	such	ADJ
esutjss-282	236	16	as	as	ADP
esutjss-282	236	17	the	the	DET
esutjss-282	236	18	present	present	ADJ
esutjss-282	236	19	situation	situation	NOUN
esutjss-282	236	20	in	in	ADP
esutjss-282	236	21	the	the	DET
esutjss-282	236	22	nigerian	nigerian	ADJ
esutjss-282	236	23	motor	motor	NOUN
esutjss-282	236	24	insurance	insurance	NOUN
esutjss-282	236	25	sector	sector	NOUN
esutjss-282	236	26	,	,	PUNCT
esutjss-282	236	27	the	the	DET
esutjss-282	236	28	insurer	insurer	NOUN
esutjss-282	236	29	can	can	AUX
esutjss-282	236	30	end	end	VERB
esutjss-282	236	31	up	up	ADP
esutjss-282	236	32	having	have	VERB
esutjss-282	236	33	negative	negative	ADJ
esutjss-282	236	34	or	or	CCONJ
esutjss-282	236	35	adverse	adverse	ADJ
esutjss-282	236	36	loss	loss	NOUN
esutjss-282	236	37	ratios	ratio	NOUN
esutjss-282	236	38	,	,	PUNCT
esutjss-282	236	39	depleted	depleted	ADJ
esutjss-282	236	40	reserves	reserve	NOUN
esutjss-282	236	41	and	and	CCONJ
esutjss-282	236	42	liquidity	liquidity	NOUN
esutjss-282	236	43	issues	issue	NOUN
esutjss-282	236	44	.	.	PUNCT
esutjss-282	237	1	this	this	PRON
esutjss-282	237	2	was	be	AUX
esutjss-282	237	3	graphically	graphically	ADV
esutjss-282	237	4	demonstrated	demonstrate	VERB
esutjss-282	237	5	by	by	ADP
esutjss-282	237	6	regulatory	regulatory	ADJ
esutjss-282	237	7	statistics	statistic	NOUN
esutjss-282	237	8	that	that	SCONJ
esutjss-282	237	9	motor	motor	NOUN
esutjss-282	237	10	insurance	insurance	NOUN
esutjss-282	237	11	contributed	contribute	VERB
esutjss-282	237	12	to	to	ADP
esutjss-282	237	13	over	over	ADP
esutjss-282	237	14	90	90	NUM
esutjss-282	237	15	percent	percent	NOUN
esutjss-282	237	16	of	of	ADP
esutjss-282	237	17	net	net	ADJ
esutjss-282	237	18	claims	claim	NOUN
esutjss-282	237	19	paid	pay	VERB
esutjss-282	237	20	in	in	ADP
esutjss-282	237	21	the	the	DET
esutjss-282	237	22	last	last	ADJ
esutjss-282	237	23	quarters	quarter	NOUN
esutjss-282	237	24	.	.	PUNCT
esutjss-282	238	1	the	the	DET
esutjss-282	238	2	excess	excess	ADJ
esutjss-282	238	3	accident	accident	NOUN
esutjss-282	238	4	-	-	PUNCT
esutjss-282	238	5	related	relate	VERB
esutjss-282	238	6	outgoings	outgoing	NOUN
esutjss-282	238	7	cause	cause	VERB
esutjss-282	238	8	difficulties	difficulty	NOUN
esutjss-282	238	9	in	in	ADP
esutjss-282	238	10	actuarial	actuarial	ADJ
esutjss-282	238	11	balance	balance	NOUN
esutjss-282	238	12	and	and	CCONJ
esutjss-282	238	13	put	put	VERB
esutjss-282	238	14	the	the	DET
esutjss-282	238	15	sustainability	sustainability	NOUN
esutjss-282	238	16	of	of	ADP
esutjss-282	238	17	motor	motor	NOUN
esutjss-282	238	18	insurance	insurance	NOUN
esutjss-282	238	19	underwriting	underwriting	NOUN
esutjss-282	238	20	subsistence	subsistence	NOUN
esutjss-282	238	21	at	at	ADP
esutjss-282	238	22	risk	risk	NOUN
esutjss-282	238	23	.	.	PUNCT
esutjss-282	239	1	a	a	DET
esutjss-282	239	2	few	few	ADJ
esutjss-282	239	3	investigations	investigation	NOUN
esutjss-282	239	4	offer	offer	VERB
esutjss-282	239	5	a	a	DET
esutjss-282	239	6	perspective	perspective	NOUN
esutjss-282	239	7	of	of	ADP
esutjss-282	239	8	the	the	DET
esutjss-282	239	9	relationship	relationship	NOUN
esutjss-282	239	10	between	between	ADP
esutjss-282	239	11	the	the	DET
esutjss-282	239	12	accident	accident	NOUN
esutjss-282	239	13	rate	rate	NOUN
esutjss-282	239	14	,	,	PUNCT
esutjss-282	239	15	frequency	frequency	NOUN
esutjss-282	239	16	of	of	ADP
esutjss-282	239	17	claims	claim	NOUN
esutjss-282	239	18	,	,	PUNCT
esutjss-282	239	19	and	and	CCONJ
esutjss-282	239	20	the	the	DET
esutjss-282	239	21	behavior	behavior	NOUN
esutjss-282	239	22	of	of	ADP
esutjss-282	239	23	the	the	DET
esutjss-282	239	24	insurance	insurance	NOUN
esutjss-282	239	25	market	market	NOUN
esutjss-282	239	26	.	.	PUNCT
esutjss-282	240	1	it	it	PRON
esutjss-282	240	2	has	have	AUX
esutjss-282	240	3	been	be	AUX
esutjss-282	240	4	found	find	VERB
esutjss-282	240	5	that	that	SCONJ
esutjss-282	240	6	when	when	SCONJ
esutjss-282	240	7	there	there	PRON
esutjss-282	240	8	is	be	VERB
esutjss-282	240	9	an	an	DET
esutjss-282	240	10	increment	increment	NOUN
esutjss-282	240	11	in	in	ADP
esutjss-282	240	12	insured	insured	ADJ
esutjss-282	240	13	cars	car	NOUN
esutjss-282	240	14	,	,	PUNCT
esutjss-282	240	15	there	there	PRON
esutjss-282	240	16	is	be	VERB
esutjss-282	240	17	usually	usually	ADV
esutjss-282	240	18	an	an	DET
esutjss-282	240	19	increment	increment	NOUN
esutjss-282	240	20	in	in	ADP
esutjss-282	240	21	the	the	DET
esutjss-282	240	22	reported	report	VERB
esutjss-282	240	23	accidents	accident	NOUN
esutjss-282	240	24	,	,	PUNCT
esutjss-282	240	25	based	base	VERB
esutjss-282	240	26	on	on	ADP
esutjss-282	240	27	morality	morality	NOUN
esutjss-282	240	28	hazard	hazard	NOUN
esutjss-282	240	29	or	or	CCONJ
esutjss-282	240	30	adverse	adverse	ADJ
esutjss-282	240	31	selection	selection	NOUN
esutjss-282	240	32	in	in	ADP
esutjss-282	240	33	an	an	DET
esutjss-282	240	34	insurance	insurance	NOUN
esutjss-282	240	35	pool	pool	NOUN
esutjss-282	240	36	(	(	PUNCT
esutjss-282	240	37	hsu	hsu	PROPN
esutjss-282	240	38	,	,	PUNCT
esutjss-282	240	39	chou	chou	NOUN
esutjss-282	240	40	,	,	PUNCT
esutjss-282	240	41	&	&	CCONJ
esutjss-282	240	42	shiu	shiu	PROPN
esutjss-282	240	43	,	,	PUNCT
esutjss-282	240	44	2016	2016	NUM
esutjss-282	240	45	;	;	PUNCT
esutjss-282	241	1	hsu	hsu	PROPN
esutjss-282	241	2	et	et	PROPN
esutjss-282	241	3	al	al	PROPN
esutjss-282	241	4	.	.	PROPN
esutjss-282	241	5	,	,	PUNCT
esutjss-282	241	6	2015	2015	NUM
esutjss-282	241	7	)	)	PUNCT
esutjss-282	241	8	.	.	PUNCT
esutjss-282	242	1	the	the	DET
esutjss-282	242	2	impact	impact	NOUN
esutjss-282	242	3	on	on	ADP
esutjss-282	242	4	nigeria	nigeria	PROPN
esutjss-282	242	5	is	be	AUX
esutjss-282	242	6	twofold	twofold	ADV
esutjss-282	242	7	first	first	ADV
esutjss-282	242	8	,	,	PUNCT
esutjss-282	242	9	the	the	DET
esutjss-282	242	10	growing	grow	VERB
esutjss-282	242	11	number	number	NOUN
esutjss-282	242	12	of	of	ADP
esutjss-282	242	13	insured	insured	ADJ
esutjss-282	242	14	vehicles	vehicle	NOUN
esutjss-282	242	15	,	,	PUNCT
esutjss-282	242	16	partially	partially	ADV
esutjss-282	242	17	owing	owe	VERB
esutjss-282	242	18	to	to	ADP
esutjss-282	242	19	the	the	DET
esutjss-282	242	20	mandatory	mandatory	ADJ
esutjss-282	242	21	third	third	ADJ
esutjss-282	242	22	-	-	PUNCT
esutjss-282	242	23	party	party	NOUN
esutjss-282	242	24	insurance	insurance	NOUN
esutjss-282	242	25	regulations	regulation	NOUN
esutjss-282	242	26	,	,	PUNCT
esutjss-282	242	27	can	can	AUX
esutjss-282	242	28	end	end	VERB
esutjss-282	242	29	up	up	ADP
esutjss-282	242	30	increasing	increase	VERB
esutjss-282	242	31	the	the	DET
esutjss-282	242	32	number	number	NOUN
esutjss-282	242	33	of	of	ADP
esutjss-282	242	34	claims	claim	NOUN
esutjss-282	242	35	unwittingly	unwittingly	ADV
esutjss-282	242	36	;	;	PUNCT
esutjss-282	242	37	second	second	X
esutjss-282	242	38	,	,	PUNCT
esutjss-282	242	39	the	the	DET
esutjss-282	242	40	existing	exist	VERB
esutjss-282	242	41	underwriting	underwriting	NOUN
esutjss-282	242	42	methods	method	NOUN
esutjss-282	242	43	used	use	VERB
esutjss-282	242	44	by	by	ADP
esutjss-282	242	45	the	the	DET
esutjss-282	242	46	insurance	insurance	NOUN
esutjss-282	242	47	companies	company	NOUN
esutjss-282	242	48	might	might	AUX
esutjss-282	242	49	prove	prove	VERB
esutjss-282	242	50	inadequate	inadequate	ADJ
esutjss-282	242	51	in	in	ADP
esutjss-282	242	52	separating	separate	VERB
esutjss-282	242	53	the	the	DET
esutjss-282	242	54	riskier	risky	ADJ
esutjss-282	242	55	and	and	CCONJ
esutjss-282	242	56	less	less	ADV
esutjss-282	242	57	risky	risky	ADJ
esutjss-282	242	58	drivers	driver	NOUN
esutjss-282	242	59	,	,	PUNCT
esutjss-282	242	60	thereby	thereby	ADV
esutjss-282	242	61	creating	create	VERB
esutjss-282	242	62	exposure	exposure	NOUN
esutjss-282	242	63	to	to	ADP
esutjss-282	242	64	the	the	DET
esutjss-282	242	65	losses	loss	NOUN
esutjss-282	242	66	.	.	PUNCT
esutjss-282	243	1	further	far	ADV
esutjss-282	243	2	,	,	PUNCT
esutjss-282	243	3	accident	accident	NOUN
esutjss-282	243	4	severity	severity	NOUN
esutjss-282	243	5	is	be	AUX
esutjss-282	243	6	not	not	PART
esutjss-282	243	7	a	a	DET
esutjss-282	243	8	single	single	ADJ
esutjss-282	243	9	variable	variable	NOUN
esutjss-282	243	10	but	but	CCONJ
esutjss-282	243	11	well	well	ADV
esutjss-282	243	12	depends	depend	VERB
esutjss-282	243	13	on	on	ADP
esutjss-282	243	14	the	the	DET
esutjss-282	243	15	vehicle	vehicle	NOUN
esutjss-282	243	16	characteristics	characteristic	NOUN
esutjss-282	243	17	and	and	CCONJ
esutjss-282	243	18	the	the	DET
esutjss-282	243	19	usage	usage	NOUN
esutjss-282	243	20	pattern	pattern	NOUN
esutjss-282	243	21	.	.	PUNCT
esutjss-282	244	1	as	as	SCONJ
esutjss-282	244	2	wu	wu	PROPN
esutjss-282	244	3	,	,	PUNCT
esutjss-282	244	4	li	li	PROPN
esutjss-282	244	5	,	,	PUNCT
esutjss-282	244	6	and	and	CCONJ
esutjss-282	244	7	peng	peng	PROPN
esutjss-282	244	8	(	(	PUNCT
esutjss-282	244	9	2020	2020	NUM
esutjss-282	244	10	)	)	PUNCT
esutjss-282	244	11	have	have	AUX
esutjss-282	244	12	noted	note	VERB
esutjss-282	244	13	,	,	PUNCT
esutjss-282	244	14	vehicle	vehicle	NOUN
esutjss-282	244	15	type	type	NOUN
esutjss-282	244	16	,	,	PUNCT
esutjss-282	244	17	age	age	NOUN
esutjss-282	244	18	,	,	PUNCT
esutjss-282	244	19	and	and	CCONJ
esutjss-282	244	20	maintenance	maintenance	NOUN
esutjss-282	244	21	status	status	NOUN
esutjss-282	244	22	are	be	AUX
esutjss-282	244	23	specific	specific	ADJ
esutjss-282	244	24	characteristics	characteristic	NOUN
esutjss-282	244	25	that	that	PRON
esutjss-282	244	26	contribute	contribute	VERB
esutjss-282	244	27	to	to	ADP
esutjss-282	244	28	a	a	DET
esutjss-282	244	29	high	high	ADJ
esutjss-282	244	30	level	level	NOUN
esutjss-282	244	31	of	of	ADP
esutjss-282	244	32	accidents	accident	NOUN
esutjss-282	244	33	and	and	CCONJ
esutjss-282	244	34	the	the	DET
esutjss-282	244	35	probability	probability	NOUN
esutjss-282	244	36	of	of	ADP
esutjss-282	244	37	an	an	DET
esutjss-282	244	38	insurance	insurance	NOUN
esutjss-282	244	39	claim	claim	NOUN
esutjss-282	244	40	.	.	PUNCT
esutjss-282	245	1	the	the	DET
esutjss-282	245	2	collection	collection	NOUN
esutjss-282	245	3	of	of	ADP
esutjss-282	245	4	rickety	rickety	NOUN
esutjss-282	245	5	cars	car	NOUN
esutjss-282	245	6	largely	largely	ADV
esutjss-282	245	7	crowding	crowd	VERB
esutjss-282	245	8	the	the	DET
esutjss-282	245	9	roads	road	NOUN
esutjss-282	245	10	has	have	AUX
esutjss-282	245	11	also	also	ADV
esutjss-282	245	12	contributed	contribute	VERB
esutjss-282	245	13	to	to	ADP
esutjss-282	245	14	the	the	DET
esutjss-282	245	15	scale	scale	NOUN
esutjss-282	245	16	and	and	CCONJ
esutjss-282	245	17	extent	extent	NOUN
esutjss-282	245	18	of	of	ADP
esutjss-282	245	19	crashes	crash	NOUN
esutjss-282	245	20	in	in	ADP
esutjss-282	245	21	nigeria	nigeria	PROPN
esutjss-282	245	22	,	,	PUNCT
esutjss-282	245	23	driving	drive	VERB
esutjss-282	245	24	up	up	ADP
esutjss-282	245	25	the	the	DET
esutjss-282	245	26	price	price	NOUN
esutjss-282	245	27	and	and	CCONJ
esutjss-282	245	28	number	number	NOUN
esutjss-282	245	29	of	of	ADP
esutjss-282	245	30	claims	claim	NOUN
esutjss-282	245	31	.	.	PUNCT
esutjss-282	246	1	in	in	ADP
esutjss-282	246	2	addition	addition	NOUN
esutjss-282	246	3	to	to	ADP
esutjss-282	246	4	economic	economic	ADJ
esutjss-282	246	5	considerations	consideration	NOUN
esutjss-282	246	6	,	,	PUNCT
esutjss-282	246	7	the	the	DET
esutjss-282	246	8	bureaucracy	bureaucracy	NOUN
esutjss-282	246	9	of	of	ADP
esutjss-282	246	10	motor	motor	NOUN
esutjss-282	246	11	insurance	insurance	NOUN
esutjss-282	246	12	operations	operation	NOUN
esutjss-282	246	13	also	also	ADV
esutjss-282	246	14	affects	affect	VERB
esutjss-282	246	15	its	its	PRON
esutjss-282	246	16	operation	operation	NOUN
esutjss-282	246	17	success	success	NOUN
esutjss-282	246	18	.	.	PUNCT
esutjss-282	247	1	there	there	PRON
esutjss-282	247	2	is	be	VERB
esutjss-282	247	3	evidence	evidence	NOUN
esutjss-282	247	4	that	that	PRON
esutjss-282	247	5	shows	show	VERB
esutjss-282	247	6	that	that	SCONJ
esutjss-282	247	7	enhanced	enhance	VERB
esutjss-282	247	8	claims	claim	NOUN
esutjss-282	247	9	handling	handling	NOUN
esutjss-282	247	10	practices	practice	NOUN
esutjss-282	247	11	have	have	VERB
esutjss-282	247	12	the	the	DET
esutjss-282	247	13	potential	potential	NOUN
esutjss-282	247	14	to	to	PART
esutjss-282	247	15	improve	improve	VERB
esutjss-282	247	16	efficiency	efficiency	NOUN
esutjss-282	247	17	,	,	PUNCT
esutjss-282	247	18	alleviate	alleviate	VERB
esutjss-282	247	19	settlement	settlement	NOUN
esutjss-282	247	20	delays	delay	NOUN
esutjss-282	247	21	,	,	PUNCT
esutjss-282	247	22	as	as	ADV
esutjss-282	247	23	well	well	ADV
esutjss-282	247	24	as	as	ADP
esutjss-282	247	25	result	result	NOUN
esutjss-282	247	26	in	in	ADP
esutjss-282	247	27	increased	increase	VERB
esutjss-282	247	28	claimant	claimant	NOUN
esutjss-282	247	29	satisfaction	satisfaction	NOUN
esutjss-282	247	30	and	and	CCONJ
esutjss-282	247	31	rehabilitation	rehabilitation	NOUN
esutjss-282	247	32	outcomes	outcome	NOUN
esutjss-282	247	33	(	(	PUNCT
esutjss-282	247	34	schaafsma	schaafsma	VERB
esutjss-282	247	35	et	et	PROPN
esutjss-282	247	36	al	al	PROPN
esutjss-282	247	37	.	.	PROPN
esutjss-282	247	38	,	,	PUNCT
esutjss-282	247	39	2012	2012	NUM
esutjss-282	247	40	)	)	PUNCT
esutjss-282	247	41	.	.	PUNCT
esutjss-282	248	1	nigeria	nigeria	PROPN
esutjss-282	248	2	,	,	PUNCT
esutjss-282	248	3	however	however	ADV
esutjss-282	248	4	,	,	PUNCT
esutjss-282	248	5	has	have	VERB
esutjss-282	248	6	a	a	DET
esutjss-282	248	7	history	history	NOUN
esutjss-282	248	8	of	of	ADP
esutjss-282	248	9	not	not	PART
esutjss-282	248	10	being	be	AUX
esutjss-282	248	11	efficient	efficient	ADJ
esutjss-282	248	12	in	in	ADP
esutjss-282	248	13	its	its	PRON
esutjss-282	248	14	claims	claim	NOUN
esutjss-282	248	15	processing	processing	NOUN
esutjss-282	248	16	,	,	PUNCT
esutjss-282	248	17	fraud	fraud	NOUN
esutjss-282	248	18	,	,	PUNCT
esutjss-282	248	19	and	and	CCONJ
esutjss-282	248	20	poor	poor	ADJ
esutjss-282	248	21	connecting	connecting	NOUN
esutjss-282	248	22	of	of	ADP
esutjss-282	248	23	technology	technology	NOUN
esutjss-282	248	24	that	that	PRON
esutjss-282	248	25	has	have	AUX
esutjss-282	248	26	created	create	VERB
esutjss-282	248	27	severe	severe	ADJ
esutjss-282	248	28	claims	claim	NOUN
esutjss-282	248	29	processing	processing	NOUN
esutjss-282	248	30	cycles	cycle	NOUN
esutjss-282	248	31	,	,	PUNCT
esutjss-282	248	32	displeasing	displease	VERB
esutjss-282	248	33	customers	customer	NOUN
esutjss-282	248	34	,	,	PUNCT
esutjss-282	248	35	and	and	CCONJ
esutjss-282	248	36	in	in	ADP
esutjss-282	248	37	some	some	DET
esutjss-282	248	38	instances	instance	NOUN
esutjss-282	248	39	,	,	PUNCT
esutjss-282	248	40	missed	miss	VERB
esutjss-282	248	41	or	or	CCONJ
esutjss-282	248	42	challenged	challenge	VERB
esutjss-282	248	43	claims	claim	NOUN
esutjss-282	248	44	(	(	PUNCT
esutjss-282	248	45	yusuf	yusuf	PROPN
esutjss-282	248	46	,	,	PUNCT
esutjss-282	248	47	ajemunigbohun	ajemunigbohun	PROPN
esutjss-282	248	48	,	,	PUNCT
esutjss-282	248	49	&	&	CCONJ
esutjss-282	248	50	alli	alli	PROPN
esutjss-282	248	51	,	,	PUNCT
esutjss-282	248	52	2017	2017	NUM
esutjss-282	248	53	)	)	PUNCT
esutjss-282	248	54	.	.	PUNCT
esutjss-282	249	1	such	such	ADJ
esutjss-282	249	2	systemic	systemic	ADJ
esutjss-282	249	3	deficiencies	deficiency	NOUN
esutjss-282	249	4	are	be	AUX
esutjss-282	249	5	a	a	DET
esutjss-282	249	6	source	source	NOUN
esutjss-282	249	7	of	of	ADP
esutjss-282	249	8	lack	lack	NOUN
esutjss-282	249	9	of	of	ADP
esutjss-282	249	10	confidence	confidence	NOUN
esutjss-282	249	11	in	in	ADP
esutjss-282	249	12	the	the	DET
esutjss-282	249	13	insurance	insurance	NOUN
esutjss-282	249	14	industry	industry	NOUN
esutjss-282	249	15	and	and	CCONJ
esutjss-282	249	16	reduce	reduce	VERB
esutjss-282	249	17	market	market	NOUN
esutjss-282	249	18	penetration	penetration	NOUN
esutjss-282	249	19	(	(	PUNCT
esutjss-282	249	20	alli	alli	PROPN
esutjss-282	249	21	,	,	PUNCT
esutjss-282	249	22	ganiyu	ganiyu	NOUN
esutjss-282	249	23	,	,	PUNCT
esutjss-282	249	24	&	&	CCONJ
esutjss-282	249	25	aina	aina	PROPN
esutjss-282	249	26	,	,	PUNCT
esutjss-282	249	27	2020	2020	NUM
esutjss-282	249	28	)	)	PUNCT
esutjss-282	249	29	.	.	PUNCT
esutjss-282	250	1	the	the	DET
esutjss-282	250	2	other	other	ADJ
esutjss-282	250	3	concern	concern	NOUN
esutjss-282	250	4	is	be	AUX
esutjss-282	250	5	the	the	DET
esutjss-282	250	6	wider	wide	ADJ
esutjss-282	250	7	behavioral	behavioral	ADJ
esutjss-282	250	8	impact	impact	NOUN
esutjss-282	250	9	of	of	ADP
esutjss-282	250	10	insurance	insurance	NOUN
esutjss-282	250	11	coverage	coverage	NOUN
esutjss-282	250	12	on	on	ADP
esutjss-282	250	13	driving	drive	VERB
esutjss-282	250	14	.	.	PUNCT
esutjss-282	251	1	bordoff	bordoff	PROPN
esutjss-282	251	2	and	and	CCONJ
esutjss-282	251	3	noel	noel	PROPN
esutjss-282	251	4	(	(	PUNCT
esutjss-282	251	5	2008	2008	NUM
esutjss-282	251	6	)	)	PUNCT
esutjss-282	251	7	discussed	discuss	VERB
esutjss-282	251	8	the	the	DET
esutjss-282	251	9	possibility	possibility	NOUN
esutjss-282	251	10	of	of	ADP
esutjss-282	251	11	new	new	ADJ
esutjss-282	251	12	kinds	kind	NOUN
esutjss-282	251	13	of	of	ADP
esutjss-282	251	14	insurance	insurance	NOUN
esutjss-282	251	15	,	,	PUNCT
esutjss-282	251	16	such	such	ADJ
esutjss-282	251	17	as	as	ADP
esutjss-282	251	18	pay	pay	NOUN
esutjss-282	251	19	-	-	PUNCT
esutjss-282	251	20	as	as	ADP
esutjss-282	251	21	-	-	PUNCT
esutjss-282	251	22	you	you	PRON
esutjss-282	251	23	-	-	PUNCT
esutjss-282	251	24	drive	drive	NOUN
esutjss-282	251	25	insurance	insurance	NOUN
esutjss-282	251	26	,	,	PUNCT
esutjss-282	251	27	as	as	ADP
esutjss-282	251	28	a	a	DET
esutjss-282	251	29	way	way	NOUN
esutjss-282	251	30	of	of	ADP
esutjss-282	251	31	discouraging	discourage	VERB
esutjss-282	251	32	risky	risky	ADJ
esutjss-282	251	33	driving	driving	NOUN
esutjss-282	251	34	by	by	ADP
esutjss-282	251	35	ensuring	ensure	VERB
esutjss-282	251	36	that	that	SCONJ
esutjss-282	251	37	insurance	insurance	NOUN
esutjss-282	251	38	prices	price	NOUN
esutjss-282	251	39	reflect	reflect	VERB
esutjss-282	251	40	the	the	DET
esutjss-282	251	41	level	level	NOUN
esutjss-282	251	42	of	of	ADP
esutjss-282	251	43	exposure	exposure	NOUN
esutjss-282	251	44	to	to	ADP
esutjss-282	251	45	risk	risk	NOUN
esutjss-282	251	46	.	.	PUNCT
esutjss-282	252	1	although	although	SCONJ
esutjss-282	252	2	such	such	DET
esutjss-282	252	3	a	a	DET
esutjss-282	252	4	model	model	NOUN
esutjss-282	252	5	has	have	VERB
esutjss-282	252	6	yet	yet	ADV
esutjss-282	252	7	to	to	PART
esutjss-282	252	8	be	be	AUX
esutjss-282	252	9	established	establish	VERB
esutjss-282	252	10	in	in	ADP
esutjss-282	252	11	nigeria	nigeria	PROPN
esutjss-282	252	12	,	,	PUNCT
esutjss-282	252	13	its	its	PRON
esutjss-282	252	14	possible	possible	ADJ
esutjss-282	252	15	applicability	applicability	NOUN
esutjss-282	252	16	is	be	AUX
esutjss-282	252	17	significant	significant	ADJ
esutjss-282	252	18	.	.	PUNCT
esutjss-282	253	1	in	in	ADP
esutjss-282	253	2	a	a	DET
esutjss-282	253	3	market	market	NOUN
esutjss-282	253	4	that	that	PRON
esutjss-282	253	5	has	have	AUX
esutjss-282	253	6	faced	face	VERB
esutjss-282	253	7	high	high	ADJ
esutjss-282	253	8	accident	accident	NOUN
esutjss-282	253	9	rate	rate	NOUN
esutjss-282	253	10	,	,	PUNCT
esutjss-282	253	11	available	available	ADJ
esutjss-282	253	12	incentive	incentive	NOUN
esutjss-282	253	13	aligned	align	VERB
esutjss-282	253	14	insurance	insurance	NOUN
esutjss-282	253	15	models	model	NOUN
esutjss-282	253	16	might	might	AUX
esutjss-282	253	17	play	play	VERB
esutjss-282	253	18	out	out	ADP
esutjss-282	253	19	as	as	ADP
esutjss-282	253	20	competitive	competitive	ADJ
esutjss-282	253	21	force	force	NOUN
esutjss-282	253	22	that	that	PRON
esutjss-282	253	23	incites	incite	VERB
esutjss-282	253	24	safer	safe	ADJ
esutjss-282	253	25	satellite	satellite	NOUN
esutjss-282	253	26	driving	driving	NOUN
esutjss-282	253	27	that	that	PRON
esutjss-282	253	28	limits	limit	VERB
esutjss-282	253	29	loss	loss	NOUN
esutjss-282	253	30	exposure	exposure	NOUN
esutjss-282	253	31	(	(	PUNCT
esutjss-282	253	32	ajemunigbohun	ajemunigbohun	PROPN
esutjss-282	253	33	,	,	PUNCT
esutjss-282	253	34	oreshile	oreshile	NOUN
esutjss-282	253	35	,	,	PUNCT
esutjss-282	253	36	&	&	CCONJ
esutjss-282	253	37	alli	alli	PROPN
esutjss-282	253	38	,	,	PUNCT
esutjss-282	253	39	2018	2018	NUM
esutjss-282	253	40	)	)	PUNCT
esutjss-282	253	41	.	.	PUNCT
esutjss-282	254	1	230	230	NUM
esutjss-282	254	2	theoretical	theoretical	ADJ
esutjss-282	254	3	review	review	NOUN
esutjss-282	254	4	risk	risk	NOUN
esutjss-282	254	5	theory	theory	NOUN
esutjss-282	254	6	informed	inform	VERB
esutjss-282	254	7	this	this	DET
esutjss-282	254	8	study	study	NOUN
esutjss-282	254	9	.	.	PUNCT
esutjss-282	255	1	the	the	DET
esutjss-282	255	2	theory	theory	NOUN
esutjss-282	255	3	of	of	ADP
esutjss-282	255	4	risk	risk	NOUN
esutjss-282	255	5	is	be	AUX
esutjss-282	255	6	a	a	DET
esutjss-282	255	7	linkage	linkage	NOUN
esutjss-282	255	8	principle	principle	NOUN
esutjss-282	255	9	in	in	ADP
esutjss-282	255	10	actuarial	actuarial	ADJ
esutjss-282	255	11	science	science	NOUN
esutjss-282	255	12	and	and	CCONJ
esutjss-282	255	13	the	the	DET
esutjss-282	255	14	study	study	NOUN
esutjss-282	255	15	of	of	ADP
esutjss-282	255	16	insurance	insurance	NOUN
esutjss-282	255	17	,	,	PUNCT
esutjss-282	255	18	and	and	CCONJ
esutjss-282	255	19	was	be	AUX
esutjss-282	255	20	initially	initially	ADV
esutjss-282	255	21	postulated	postulate	VERB
esutjss-282	255	22	by	by	ADP
esutjss-282	255	23	a	a	DET
esutjss-282	255	24	swedish	swedish	ADJ
esutjss-282	255	25	mathematician	mathematician	NOUN
esutjss-282	255	26	and	and	CCONJ
esutjss-282	255	27	statistician	statistician	PROPN
esutjss-282	255	28	,	,	PUNCT
esutjss-282	255	29	harald	harald	PROPN
esutjss-282	255	30	cramer	cramer	PROPN
esutjss-282	255	31	in	in	ADP
esutjss-282	255	32	the	the	DET
esutjss-282	255	33	beginning	beginning	NOUN
esutjss-282	255	34	of	of	ADP
esutjss-282	255	35	the	the	DET
esutjss-282	255	36	20th	20th	ADJ
esutjss-282	255	37	century	century	NOUN
esutjss-282	255	38	.	.	PUNCT
esutjss-282	256	1	cramer	cramer	PROPN
esutjss-282	256	2	pioneered	pioneer	VERB
esutjss-282	256	3	risk	risk	NOUN
esutjss-282	256	4	analysis	analysis	NOUN
esutjss-282	256	5	in	in	ADP
esutjss-282	256	6	the	the	DET
esutjss-282	256	7	modern	modern	ADJ
esutjss-282	256	8	sense	sense	NOUN
esutjss-282	256	9	by	by	ADP
esutjss-282	256	10	standardizing	standardize	VERB
esutjss-282	256	11	the	the	DET
esutjss-282	256	12	probabilistic	probabilistic	ADJ
esutjss-282	256	13	models	model	NOUN
esutjss-282	256	14	which	which	PRON
esutjss-282	256	15	are	be	AUX
esutjss-282	256	16	applied	apply	VERB
esutjss-282	256	17	to	to	PART
esutjss-282	256	18	gauge	gauge	VERB
esutjss-282	256	19	uncertainty	uncertainty	NOUN
esutjss-282	256	20	and	and	CCONJ
esutjss-282	256	21	financial	financial	ADJ
esutjss-282	256	22	exposure	exposure	NOUN
esutjss-282	256	23	within	within	ADP
esutjss-282	256	24	insurance	insurance	NOUN
esutjss-282	256	25	cases	case	NOUN
esutjss-282	256	26	.	.	PUNCT
esutjss-282	257	1	his	his	PRON
esutjss-282	257	2	work	work	NOUN
esutjss-282	257	3	,	,	PUNCT
esutjss-282	257	4	especially	especially	ADV
esutjss-282	257	5	in	in	ADP
esutjss-282	257	6	what	what	PRON
esutjss-282	257	7	is	be	AUX
esutjss-282	257	8	now	now	ADV
esutjss-282	257	9	called	call	VERB
esutjss-282	257	10	cramer	cramer	PROPN
esutjss-282	257	11	lundberg	lundberg	PROPN
esutjss-282	257	12	model	model	PROPN
esutjss-282	257	13	or	or	CCONJ
esutjss-282	257	14	classical	classical	ADJ
esutjss-282	257	15	risk	risk	NOUN
esutjss-282	257	16	theory	theory	NOUN
esutjss-282	257	17	,	,	PUNCT
esutjss-282	257	18	made	make	VERB
esutjss-282	257	19	a	a	DET
esutjss-282	257	20	framework	framework	NOUN
esutjss-282	257	21	of	of	ADP
esutjss-282	257	22	understanding	understand	VERB
esutjss-282	257	23	the	the	DET
esutjss-282	257	24	stochastic	stochastic	ADJ
esutjss-282	257	25	processes	process	NOUN
esutjss-282	257	26	that	that	PRON
esutjss-282	257	27	govern	govern	VERB
esutjss-282	257	28	the	the	DET
esutjss-282	257	29	occurrence	occurrence	NOUN
esutjss-282	257	30	of	of	ADP
esutjss-282	257	31	claims	claim	NOUN
esutjss-282	257	32	on	on	ADP
esutjss-282	257	33	an	an	DET
esutjss-282	257	34	insurer	insurer	NOUN
esutjss-282	257	35	and	and	CCONJ
esutjss-282	257	36	his	his	PRON
esutjss-282	257	37	solvency	solvency	NOUN
esutjss-282	257	38	.	.	PUNCT
esutjss-282	258	1	this	this	DET
esutjss-282	258	2	theoretical	theoretical	ADJ
esutjss-282	258	3	basis	basis	NOUN
esutjss-282	258	4	has	have	AUX
esutjss-282	258	5	been	be	AUX
esutjss-282	258	6	developed	develop	VERB
esutjss-282	258	7	further	far	ADV
esutjss-282	258	8	into	into	ADP
esutjss-282	258	9	a	a	DET
esutjss-282	258	10	wider	wide	ADJ
esutjss-282	258	11	subject	subject	NOUN
esutjss-282	258	12	that	that	PRON
esutjss-282	258	13	covers	cover	VERB
esutjss-282	258	14	both	both	DET
esutjss-282	258	15	collective	collective	ADJ
esutjss-282	258	16	risk	risk	NOUN
esutjss-282	258	17	theory	theory	NOUN
esutjss-282	258	18	that	that	SCONJ
esutjss-282	258	19	addresses	address	NOUN
esutjss-282	258	20	aggregate	aggregate	VERB
esutjss-282	258	21	claims	claim	NOUN
esutjss-282	258	22	and	and	CCONJ
esutjss-282	258	23	individual	individual	ADJ
esutjss-282	258	24	risk	risk	NOUN
esutjss-282	258	25	theory	theory	NOUN
esutjss-282	258	26	that	that	PRON
esutjss-282	258	27	looks	look	VERB
esutjss-282	258	28	at	at	ADP
esutjss-282	258	29	the	the	DET
esutjss-282	258	30	risk	risk	NOUN
esutjss-282	258	31	at	at	ADP
esutjss-282	258	32	each	each	DET
esutjss-282	258	33	policyholder	policyholder	NOUN
esutjss-282	258	34	.	.	PUNCT
esutjss-282	259	1	the	the	DET
esutjss-282	259	2	theory	theory	NOUN
esutjss-282	259	3	of	of	ADP
esutjss-282	259	4	risk	risk	NOUN
esutjss-282	259	5	provides	provide	VERB
esutjss-282	259	6	a	a	DET
esutjss-282	259	7	sound	sound	ADJ
esutjss-282	259	8	research	research	NOUN
esutjss-282	259	9	instrument	instrument	NOUN
esutjss-282	259	10	in	in	ADP
esutjss-282	259	11	motor	motor	NOUN
esutjss-282	259	12	insurance	insurance	NOUN
esutjss-282	259	13	in	in	ADP
esutjss-282	259	14	modeling	model	VERB
esutjss-282	259	15	the	the	DET
esutjss-282	259	16	possibility	possibility	NOUN
esutjss-282	259	17	of	of	ADP
esutjss-282	259	18	accidents	accident	NOUN
esutjss-282	259	19	or	or	CCONJ
esutjss-282	259	20	their	their	PRON
esutjss-282	259	21	financial	financial	ADJ
esutjss-282	259	22	implications	implication	NOUN
esutjss-282	259	23	.	.	PUNCT
esutjss-282	260	1	the	the	DET
esutjss-282	260	2	classical	classical	ADJ
esutjss-282	260	3	risk	risk	NOUN
esutjss-282	260	4	model	model	NOUN
esutjss-282	260	5	presupposes	presuppose	VERB
esutjss-282	260	6	that	that	SCONJ
esutjss-282	260	7	the	the	DET
esutjss-282	260	8	claims	claim	NOUN
esutjss-282	260	9	will	will	AUX
esutjss-282	260	10	appear	appear	VERB
esutjss-282	260	11	randomly	randomly	ADV
esutjss-282	260	12	throughout	throughout	ADP
esutjss-282	260	13	time	time	NOUN
esutjss-282	260	14	according	accord	VERB
esutjss-282	260	15	to	to	ADP
esutjss-282	260	16	a	a	DET
esutjss-282	260	17	poisson	poisson	NOUN
esutjss-282	260	18	process	process	NOUN
esutjss-282	260	19	,	,	PUNCT
esutjss-282	260	20	and	and	CCONJ
esutjss-282	260	21	that	that	SCONJ
esutjss-282	260	22	the	the	DET
esutjss-282	260	23	sizes	size	NOUN
esutjss-282	260	24	of	of	ADP
esutjss-282	260	25	claims	claim	NOUN
esutjss-282	260	26	will	will	AUX
esutjss-282	260	27	be	be	AUX
esutjss-282	260	28	independent	independent	ADJ
esutjss-282	260	29	and	and	CCONJ
esutjss-282	260	30	identically	identically	ADV
esutjss-282	260	31	distributed	distribute	VERB
esutjss-282	260	32	random	random	ADJ
esutjss-282	260	33	variables	variable	NOUN
esutjss-282	260	34	(	(	PUNCT
esutjss-282	260	35	kaas	kaas	NOUN
esutjss-282	260	36	et	et	PROPN
esutjss-282	260	37	al	al	PROPN
esutjss-282	260	38	.	.	PROPN
esutjss-282	260	39	,	,	PUNCT
esutjss-282	260	40	2008	2008	NUM
esutjss-282	260	41	)	)	PUNCT
esutjss-282	260	42	.	.	PUNCT
esutjss-282	261	1	under	under	ADP
esutjss-282	261	2	this	this	DET
esutjss-282	261	3	method	method	NOUN
esutjss-282	261	4	,	,	PUNCT
esutjss-282	261	5	the	the	DET
esutjss-282	261	6	insurers	insurer	NOUN
esutjss-282	261	7	estimate	estimate	VERB
esutjss-282	261	8	premiums	premium	NOUN
esutjss-282	261	9	against	against	ADP
esutjss-282	261	10	anticipated	anticipate	VERB
esutjss-282	261	11	losses	loss	NOUN
esutjss-282	261	12	with	with	ADP
esutjss-282	261	13	an	an	DET
esutjss-282	261	14	element	element	NOUN
esutjss-282	261	15	of	of	ADP
esutjss-282	261	16	safety	safety	NOUN
esutjss-282	261	17	loading	loading	NOUN
esutjss-282	261	18	.	.	PUNCT
esutjss-282	262	1	but	but	CCONJ
esutjss-282	262	2	the	the	DET
esutjss-282	262	3	assumption	assumption	NOUN
esutjss-282	262	4	of	of	ADP
esutjss-282	262	5	risk	risk	NOUN
esutjss-282	262	6	exposure	exposure	NOUN
esutjss-282	262	7	homogeneity	homogeneity	NOUN
esutjss-282	262	8	has	have	AUX
esutjss-282	262	9	gradually	gradually	ADV
esutjss-282	262	10	been	be	AUX
esutjss-282	262	11	questioned	question	VERB
esutjss-282	262	12	,	,	PUNCT
esutjss-282	262	13	even	even	ADV
esutjss-282	262	14	in	in	ADP
esutjss-282	262	15	urban	urban	ADJ
esutjss-282	262	16	settings	setting	NOUN
esutjss-282	262	17	where	where	SCONJ
esutjss-282	262	18	external	external	ADJ
esutjss-282	262	19	factors	factor	NOUN
esutjss-282	262	20	like	like	ADP
esutjss-282	262	21	traffic	traffic	NOUN
esutjss-282	262	22	congestion	congestion	NOUN
esutjss-282	262	23	,	,	PUNCT
esutjss-282	262	24	road	road	NOUN
esutjss-282	262	25	quality	quality	NOUN
esutjss-282	262	26	,	,	PUNCT
esutjss-282	262	27	and	and	CCONJ
esutjss-282	262	28	accident	accident	NOUN
esutjss-282	262	29	hotspots	hotspot	NOUN
esutjss-282	262	30	are	be	AUX
esutjss-282	262	31	proving	prove	VERB
esutjss-282	262	32	far	far	ADV
esutjss-282	262	33	more	more	ADV
esutjss-282	262	34	determinative	determinative	ADJ
esutjss-282	262	35	of	of	ADP
esutjss-282	262	36	the	the	DET
esutjss-282	262	37	risk	risk	NOUN
esutjss-282	262	38	landscape	landscape	NOUN
esutjss-282	262	39	.	.	PUNCT
esutjss-282	263	1	empirical	empirical	ADJ
esutjss-282	263	2	analyses	analysis	NOUN
esutjss-282	263	3	demonstrate	demonstrate	VERB
esutjss-282	263	4	the	the	DET
esutjss-282	263	5	pivotal	pivotal	ADJ
esutjss-282	263	6	importance	importance	NOUN
esutjss-282	263	7	of	of	ADP
esutjss-282	263	8	the	the	DET
esutjss-282	263	9	road	road	NOUN
esutjss-282	263	10	infrastructure	infrastructure	NOUN
esutjss-282	263	11	in	in	ADP
esutjss-282	263	12	creating	create	VERB
esutjss-282	263	13	a	a	DET
esutjss-282	263	14	risk	risk	NOUN
esutjss-282	263	15	environment	environment	NOUN
esutjss-282	263	16	in	in	ADP
esutjss-282	263	17	which	which	PRON
esutjss-282	263	18	motor	motor	NOUN
esutjss-282	263	19	vehicles	vehicle	NOUN
esutjss-282	263	20	can	can	AUX
esutjss-282	263	21	operate	operate	VERB
esutjss-282	263	22	.	.	PUNCT
esutjss-282	264	1	as	as	ADP
esutjss-282	264	2	an	an	DET
esutjss-282	264	3	example	example	NOUN
esutjss-282	264	4	,	,	PUNCT
esutjss-282	264	5	ofoegbu	ofoegbu	NOUN
esutjss-282	264	6	and	and	CCONJ
esutjss-282	264	7	ugwunna	ugwunna	ADJ
esutjss-282	264	8	(	(	PUNCT
esutjss-282	264	9	2015	2015	NUM
esutjss-282	264	10	)	)	PUNCT
esutjss-282	264	11	revealed	reveal	VERB
esutjss-282	264	12	that	that	SCONJ
esutjss-282	264	13	road	road	NOUN
esutjss-282	264	14	poor	poor	ADJ
esutjss-282	264	15	physical	physical	ADJ
esutjss-282	264	16	condition	condition	NOUN
esutjss-282	264	17	,	,	PUNCT
esutjss-282	264	18	signage	signage	NOUN
esutjss-282	264	19	,	,	PUNCT
esutjss-282	264	20	and	and	CCONJ
esutjss-282	264	21	streetlights	streetlight	NOUN
esutjss-282	264	22	distribution	distribution	NOUN
esutjss-282	264	23	play	play	VERB
esutjss-282	264	24	an	an	DET
esutjss-282	264	25	enormous	enormous	ADJ
esutjss-282	264	26	role	role	NOUN
esutjss-282	264	27	in	in	ADP
esutjss-282	264	28	raising	raise	VERB
esutjss-282	264	29	the	the	DET
esutjss-282	264	30	occurrence	occurrence	NOUN
esutjss-282	264	31	of	of	ADP
esutjss-282	264	32	road	road	NOUN
esutjss-282	264	33	traffic	traffic	NOUN
esutjss-282	264	34	accidents	accident	NOUN
esutjss-282	264	35	in	in	ADP
esutjss-282	264	36	the	the	DET
esutjss-282	264	37	nigerian	nigerian	ADJ
esutjss-282	264	38	cities	city	NOUN
esutjss-282	264	39	.	.	PUNCT
esutjss-282	265	1	in	in	ADP
esutjss-282	265	2	the	the	DET
esutjss-282	265	3	example	example	NOUN
esutjss-282	265	4	given	give	VERB
esutjss-282	265	5	,	,	PUNCT
esutjss-282	265	6	the	the	DET
esutjss-282	265	7	use	use	NOUN
esutjss-282	265	8	of	of	ADP
esutjss-282	265	9	cramers	cramer	NOUN
esutjss-282	265	10	risk	risk	NOUN
esutjss-282	265	11	theory	theory	NOUN
esutjss-282	265	12	implies	imply	VERB
esutjss-282	265	13	that	that	SCONJ
esutjss-282	265	14	poor	poor	ADJ
esutjss-282	265	15	infrastructure	infrastructure	NOUN
esutjss-282	265	16	is	be	AUX
esutjss-282	265	17	part	part	NOUN
esutjss-282	265	18	of	of	ADP
esutjss-282	265	19	why	why	SCONJ
esutjss-282	265	20	claims	claim	NOUN
esutjss-282	265	21	frequency	frequency	NOUN
esutjss-282	265	22	is	be	AUX
esutjss-282	265	23	the	the	DET
esutjss-282	265	24	way	way	NOUN
esutjss-282	265	25	it	it	PRON
esutjss-282	265	26	is	be	AUX
esutjss-282	265	27	,	,	PUNCT
esutjss-282	265	28	i.e.	i.e.	X
esutjss-282	265	29	,	,	PUNCT
esutjss-282	265	30	it	it	PRON
esutjss-282	265	31	increases	increase	VERB
esutjss-282	265	32	the	the	DET
esutjss-282	265	33	chances	chance	NOUN
esutjss-282	265	34	of	of	ADP
esutjss-282	265	35	accidents	accident	NOUN
esutjss-282	265	36	occurring	occur	VERB
esutjss-282	265	37	causing	cause	VERB
esutjss-282	265	38	a	a	DET
esutjss-282	265	39	change	change	NOUN
esutjss-282	265	40	in	in	ADP
esutjss-282	265	41	how	how	SCONJ
esutjss-282	265	42	the	the	DET
esutjss-282	265	43	insurer	insurer	NOUN
esutjss-282	265	44	experiences	experience	VERB
esutjss-282	265	45	loss	loss	NOUN
esutjss-282	265	46	distribution	distribution	NOUN
esutjss-282	265	47	.	.	PUNCT
esutjss-282	266	1	in	in	ADP
esutjss-282	266	2	actuarial	actuarial	ADJ
esutjss-282	266	3	terms	term	NOUN
esutjss-282	266	4	,	,	PUNCT
esutjss-282	266	5	this	this	PRON
esutjss-282	266	6	means	mean	VERB
esutjss-282	266	7	that	that	SCONJ
esutjss-282	266	8	road	road	NOUN
esutjss-282	266	9	infrastructure	infrastructure	NOUN
esutjss-282	266	10	will	will	AUX
esutjss-282	266	11	be	be	AUX
esutjss-282	266	12	one	one	NUM
esutjss-282	266	13	of	of	ADP
esutjss-282	266	14	the	the	DET
esutjss-282	266	15	major	major	ADJ
esutjss-282	266	16	rating	rating	NOUN
esutjss-282	266	17	factors	factor	NOUN
esutjss-282	266	18	underwriting	underwriting	NOUN
esutjss-282	266	19	motor	motor	NOUN
esutjss-282	266	20	insurance	insurance	NOUN
esutjss-282	266	21	policies	policy	NOUN
esutjss-282	266	22	in	in	ADP
esutjss-282	266	23	areas	area	NOUN
esutjss-282	266	24	such	such	ADJ
esutjss-282	266	25	as	as	ADP
esutjss-282	266	26	the	the	DET
esutjss-282	266	27	lagos	lagos	NOUN
esutjss-282	266	28	state	state	NOUN
esutjss-282	266	29	.	.	PUNCT
esutjss-282	267	1	as	as	ADP
esutjss-282	267	2	one	one	NUM
esutjss-282	267	3	of	of	ADP
esutjss-282	267	4	the	the	DET
esutjss-282	267	5	most	most	ADV
esutjss-282	267	6	populous	populous	ADJ
esutjss-282	267	7	and	and	CCONJ
esutjss-282	267	8	economically	economically	ADV
esutjss-282	267	9	active	active	ADJ
esutjss-282	267	10	cities	city	NOUN
esutjss-282	267	11	in	in	ADP
esutjss-282	267	12	africa	africa	PROPN
esutjss-282	267	13	,	,	PUNCT
esutjss-282	267	14	lagos	lagos	NOUN
esutjss-282	267	15	state	state	NOUN
esutjss-282	267	16	offers	offer	VERB
esutjss-282	267	17	an	an	DET
esutjss-282	267	18	interesting	interesting	ADJ
esutjss-282	267	19	case	case	NOUN
esutjss-282	267	20	study	study	NOUN
esutjss-282	267	21	against	against	ADP
esutjss-282	267	22	which	which	PRON
esutjss-282	267	23	the	the	DET
esutjss-282	267	24	interaction	interaction	NOUN
esutjss-282	267	25	between	between	ADP
esutjss-282	267	26	road	road	NOUN
esutjss-282	267	27	infrastructure	infrastructure	NOUN
esutjss-282	267	28	and	and	CCONJ
esutjss-282	267	29	motor	motor	NOUN
esutjss-282	267	30	insurance	insurance	NOUN
esutjss-282	267	31	claims	claim	NOUN
esutjss-282	267	32	can	can	AUX
esutjss-282	267	33	be	be	AUX
esutjss-282	267	34	assessed	assess	VERB
esutjss-282	267	35	.	.	PUNCT
esutjss-282	268	1	the	the	DET
esutjss-282	268	2	vehicular	vehicular	ADJ
esutjss-282	268	3	density	density	NOUN
esutjss-282	268	4	within	within	ADP
esutjss-282	268	5	the	the	DET
esutjss-282	268	6	city	city	NOUN
esutjss-282	268	7	is	be	AUX
esutjss-282	268	8	also	also	ADV
esutjss-282	268	9	extreme	extreme	ADJ
esutjss-282	268	10	and	and	CCONJ
esutjss-282	268	11	irregular	irregular	ADJ
esutjss-282	268	12	patterns	pattern	NOUN
esutjss-282	268	13	of	of	ADP
esutjss-282	268	14	the	the	DET
esutjss-282	268	15	road	road	NOUN
esutjss-282	268	16	maintenance	maintenance	NOUN
esutjss-282	268	17	and	and	CCONJ
esutjss-282	268	18	developments	development	NOUN
esutjss-282	268	19	also	also	ADV
esutjss-282	268	20	occur	occur	VERB
esutjss-282	268	21	.	.	PUNCT
esutjss-282	269	1	through	through	ADP
esutjss-282	269	2	the	the	DET
esutjss-282	269	3	application	application	NOUN
esutjss-282	269	4	of	of	ADP
esutjss-282	269	5	risk	risk	NOUN
esutjss-282	269	6	theory	theory	NOUN
esutjss-282	269	7	,	,	PUNCT
esutjss-282	269	8	one	one	PRON
esutjss-282	269	9	can	can	AUX
esutjss-282	269	10	consider	consider	VERB
esutjss-282	269	11	the	the	DET
esutjss-282	269	12	way	way	NOUN
esutjss-282	269	13	spatially	spatially	ADV
esutjss-282	269	14	differentiated	differentiate	VERB
esutjss-282	269	15	risk	risk	NOUN
esutjss-282	269	16	profiles	profile	NOUN
esutjss-282	269	17	may	may	AUX
esutjss-282	269	18	result	result	VERB
esutjss-282	269	19	due	due	ADP
esutjss-282	269	20	to	to	ADP
esutjss-282	269	21	the	the	DET
esutjss-282	269	22	differences	difference	NOUN
esutjss-282	269	23	in	in	ADP
esutjss-282	269	24	road	road	NOUN
esutjss-282	269	25	quality	quality	NOUN
esutjss-282	269	26	across	across	ADP
esutjss-282	269	27	different	different	ADJ
esutjss-282	269	28	local	local	ADJ
esutjss-282	269	29	government	government	NOUN
esutjss-282	269	30	areas	area	NOUN
esutjss-282	269	31	(	(	PUNCT
esutjss-282	269	32	lgas	lgas	NOUN
esutjss-282	269	33	)	)	PUNCT
esutjss-282	269	34	.	.	PUNCT
esutjss-282	270	1	as	as	ADP
esutjss-282	270	2	an	an	DET
esutjss-282	270	3	example	example	NOUN
esutjss-282	270	4	,	,	PUNCT
esutjss-282	270	5	lgas	lgas	NOUN
esutjss-282	270	6	with	with	ADP
esutjss-282	270	7	good	good	ADJ
esutjss-282	270	8	roads	road	NOUN
esutjss-282	270	9	and	and	CCONJ
esutjss-282	270	10	substantial	substantial	ADJ
esutjss-282	270	11	mechanisms	mechanism	NOUN
esutjss-282	270	12	of	of	ADP
esutjss-282	270	13	traffic	traffic	NOUN
esutjss-282	270	14	control	control	NOUN
esutjss-282	270	15	can	can	AUX
esutjss-282	270	16	have	have	VERB
esutjss-282	270	17	fewer	few	ADJ
esutjss-282	270	18	claims	claim	NOUN
esutjss-282	270	19	than	than	ADP
esutjss-282	270	20	those	those	PRON
esutjss-282	270	21	that	that	PRON
esutjss-282	270	22	are	be	AUX
esutjss-282	270	23	likely	likely	ADJ
esutjss-282	270	24	to	to	PART
esutjss-282	270	25	be	be	AUX
esutjss-282	270	26	characterized	characterize	VERB
esutjss-282	270	27	by	by	ADP
esutjss-282	270	28	potholes	pothole	NOUN
esutjss-282	270	29	,	,	PUNCT
esutjss-282	270	30	narrow	narrow	ADJ
esutjss-282	270	31	lanes	lane	NOUN
esutjss-282	270	32	,	,	PUNCT
esutjss-282	270	33	or	or	CCONJ
esutjss-282	270	34	poorly	poorly	ADV
esutjss-282	270	35	controlled	control	VERB
esutjss-282	270	36	intersections	intersection	NOUN
esutjss-282	270	37	.	.	PUNCT
esutjss-282	271	1	this	this	DET
esutjss-282	271	2	hypothesis	hypothesis	NOUN
esutjss-282	271	3	is	be	AUX
esutjss-282	271	4	supported	support	VERB
esutjss-282	271	5	by	by	ADP
esutjss-282	271	6	recent	recent	ADJ
esutjss-282	271	7	empirical	empirical	ADJ
esutjss-282	271	8	evidence	evidence	NOUN
esutjss-282	271	9	in	in	ADP
esutjss-282	271	10	lagos	lago	NOUN
esutjss-282	271	11	.	.	PUNCT
esutjss-282	272	1	in	in	ADP
esutjss-282	272	2	one	one	NUM
esutjss-282	272	3	study	study	NOUN
esutjss-282	272	4	(	(	PUNCT
esutjss-282	272	5	adeyemi	adeyemi	ADV
esutjss-282	272	6	and	and	CCONJ
esutjss-282	272	7	okorie	okorie	ADV
esutjss-282	272	8	,	,	PUNCT
esutjss-282	272	9	2020	2020	NUM
esutjss-282	272	10	)	)	PUNCT
esutjss-282	272	11	,	,	PUNCT
esutjss-282	272	12	the	the	DET
esutjss-282	272	13	insurance	insurance	NOUN
esutjss-282	272	14	claims	claim	VERB
esutjss-282	272	15	data	datum	NOUN
esutjss-282	272	16	on	on	ADP
esutjss-282	272	17	motor	motor	NOUN
esutjss-282	272	18	insurance	insurance	NOUN
esutjss-282	272	19	claims	claim	NOUN
esutjss-282	272	20	in	in	ADP
esutjss-282	272	21	lagos	lagos	NOUN
esutjss-282	272	22	state	state	NOUN
esutjss-282	272	23	with	with	ADP
esutjss-282	272	24	five	five	NUM
esutjss-282	272	25	major	major	ADJ
esutjss-282	272	26	insurance	insurance	NOUN
esutjss-282	272	27	players	player	NOUN
esutjss-282	272	28	were	be	AUX
esutjss-282	272	29	studied	study	VERB
esutjss-282	272	30	and	and	CCONJ
esutjss-282	272	31	statistics	statistic	NOUN
esutjss-282	272	32	indicated	indicate	VERB
esutjss-282	272	33	that	that	SCONJ
esutjss-282	272	34	,	,	PUNCT
esutjss-282	272	35	there	there	PRON
esutjss-282	272	36	was	be	VERB
esutjss-282	272	37	a	a	DET
esutjss-282	272	38	statistically	statistically	ADV
esutjss-282	272	39	significant	significant	ADJ
esutjss-282	272	40	correlation	correlation	NOUN
esutjss-282	272	41	between	between	ADP
esutjss-282	272	42	the	the	DET
esutjss-282	272	43	state	state	NOUN
esutjss-282	272	44	of	of	ADP
esutjss-282	272	45	road	road	NOUN
esutjss-282	272	46	infrastructure	infrastructure	NOUN
esutjss-282	272	47	and	and	CCONJ
esutjss-282	272	48	the	the	DET
esutjss-282	272	49	motor	motor	NOUN
esutjss-282	272	50	insurance	insurance	NOUN
esutjss-282	272	51	claims	claim	NOUN
esutjss-282	272	52	made	make	VERB
esutjss-282	272	53	.	.	PUNCT
esutjss-282	273	1	their	their	PRON
esutjss-282	273	2	results	result	NOUN
esutjss-282	273	3	showed	show	VERB
esutjss-282	273	4	that	that	SCONJ
esutjss-282	273	5	policyholders	policyholder	NOUN
esutjss-282	273	6	in	in	ADP
esutjss-282	273	7	regions	region	NOUN
esutjss-282	273	8	with	with	ADP
esutjss-282	273	9	improved	improved	ADJ
esutjss-282	273	10	road	road	NOUN
esutjss-282	273	11	networks	network	NOUN
esutjss-282	273	12	had	have	VERB
esutjss-282	273	13	fewer	few	ADJ
esutjss-282	273	14	accidents	accident	NOUN
esutjss-282	273	15	and	and	CCONJ
esutjss-282	273	16	thus	thus	ADV
esutjss-282	273	17	fewer	few	ADJ
esutjss-282	273	18	claims	claim	NOUN
esutjss-282	273	19	.	.	PUNCT
esutjss-282	274	1	as	as	SCONJ
esutjss-282	274	2	understood	understand	VERB
esutjss-282	274	3	in	in	ADP
esutjss-282	274	4	the	the	DET
esutjss-282	274	5	context	context	NOUN
esutjss-282	274	6	of	of	ADP
esutjss-282	274	7	risk	risk	NOUN
esutjss-282	274	8	theory	theory	NOUN
esutjss-282	274	9	,	,	PUNCT
esutjss-282	274	10	such	such	ADJ
esutjss-282	274	11	findings	finding	NOUN
esutjss-282	274	12	imply	imply	VERB
esutjss-282	274	13	that	that	SCONJ
esutjss-282	274	14	better	well	ADJ
esutjss-282	274	15	infrastructure	infrastructure	NOUN
esutjss-282	274	16	lowers	lower	VERB
esutjss-282	274	17	the	the	DET
esutjss-282	274	18	intrinsic	intrinsic	ADJ
esutjss-282	274	19	exposure	exposure	NOUN
esutjss-282	274	20	of	of	ADP
esutjss-282	274	21	drivers	driver	NOUN
esutjss-282	274	22	to	to	ADP
esutjss-282	274	23	the	the	DET
esutjss-282	274	24	risk	risk	NOUN
esutjss-282	274	25	,	,	PUNCT
esutjss-282	274	26	which	which	PRON
esutjss-282	274	27	causes	cause	VERB
esutjss-282	274	28	more	more	ADV
esutjss-282	274	29	preferable	preferable	ADJ
esutjss-282	274	30	loss	loss	NOUN
esutjss-282	274	31	experience	experience	NOUN
esutjss-282	274	32	of	of	ADP
esutjss-282	274	33	insurers	insurer	NOUN
esutjss-282	274	34	.	.	PUNCT
esutjss-282	275	1	231	231	NUM
esutjss-282	275	2	additionally	additionally	ADV
esutjss-282	276	1	,	,	PUNCT
esutjss-282	276	2	the	the	DET
esutjss-282	276	3	theory	theory	NOUN
esutjss-282	276	4	of	of	ADP
esutjss-282	276	5	risk	risk	NOUN
esutjss-282	276	6	also	also	ADV
esutjss-282	276	7	highlights	highlight	VERB
esutjss-282	276	8	the	the	DET
esutjss-282	276	9	significance	significance	NOUN
esutjss-282	276	10	of	of	ADP
esutjss-282	276	11	classification	classification	NOUN
esutjss-282	276	12	and	and	CCONJ
esutjss-282	276	13	grouping	grouping	NOUN
esutjss-282	276	14	of	of	ADP
esutjss-282	276	15	risks	risk	NOUN
esutjss-282	276	16	during	during	ADP
esutjss-282	276	17	insurance	insurance	NOUN
esutjss-282	276	18	product	product	NOUN
esutjss-282	276	19	pricing	pricing	NOUN
esutjss-282	276	20	.	.	PUNCT
esutjss-282	277	1	in	in	ADP
esutjss-282	277	2	case	case	NOUN
esutjss-282	277	3	of	of	ADP
esutjss-282	277	4	lagosian	lagosian	NOUN
esutjss-282	277	5	,	,	PUNCT
esutjss-282	277	6	this	this	PRON
esutjss-282	277	7	may	may	AUX
esutjss-282	277	8	imply	imply	VERB
esutjss-282	277	9	the	the	DET
esutjss-282	277	10	integration	integration	NOUN
esutjss-282	277	11	of	of	ADP
esutjss-282	277	12	geospatial	geospatial	ADJ
esutjss-282	277	13	data	datum	NOUN
esutjss-282	277	14	about	about	ADP
esutjss-282	277	15	road	road	NOUN
esutjss-282	277	16	conditions	condition	NOUN
esutjss-282	277	17	in	in	ADP
esutjss-282	277	18	insurance	insurance	NOUN
esutjss-282	277	19	rating	rating	NOUN
esutjss-282	277	20	models	model	NOUN
esutjss-282	277	21	.	.	PUNCT
esutjss-282	278	1	in	in	ADP
esutjss-282	278	2	this	this	DET
esutjss-282	278	3	way	way	NOUN
esutjss-282	278	4	,	,	PUNCT
esutjss-282	278	5	the	the	DET
esutjss-282	278	6	insurers	insurer	NOUN
esutjss-282	278	7	will	will	AUX
esutjss-282	278	8	be	be	AUX
esutjss-282	278	9	able	able	ADJ
esutjss-282	278	10	to	to	PART
esutjss-282	278	11	shift	shift	VERB
esutjss-282	278	12	their	their	PRON
esutjss-282	278	13	traditional	traditional	ADJ
esutjss-282	278	14	rating	rating	NOUN
esutjss-282	278	15	variables	variable	NOUN
esutjss-282	278	16	(	(	PUNCT
esutjss-282	278	17	age	age	NOUN
esutjss-282	278	18	,	,	PUNCT
esutjss-282	278	19	driving	drive	VERB
esutjss-282	278	20	history	history	NOUN
esutjss-282	278	21	,	,	PUNCT
esutjss-282	278	22	vehicle	vehicle	NOUN
esutjss-282	278	23	type	type	NOUN
esutjss-282	278	24	)	)	PUNCT
esutjss-282	278	25	to	to	PART
esutjss-282	278	26	incorporate	incorporate	VERB
esutjss-282	278	27	environmental	environmental	ADJ
esutjss-282	278	28	variables	variable	NOUN
esutjss-282	278	29	that	that	PRON
esutjss-282	278	30	directly	directly	ADV
esutjss-282	278	31	affect	affect	VERB
esutjss-282	278	32	the	the	DET
esutjss-282	278	33	results	result	NOUN
esutjss-282	278	34	of	of	ADP
esutjss-282	278	35	risks	risk	NOUN
esutjss-282	278	36	.	.	PUNCT
esutjss-282	279	1	this	this	PRON
esutjss-282	279	2	can	can	AUX
esutjss-282	279	3	correspond	correspond	VERB
esutjss-282	279	4	to	to	ADP
esutjss-282	279	5	latest	late	ADJ
esutjss-282	279	6	trends	trend	NOUN
esutjss-282	279	7	in	in	ADP
esutjss-282	279	8	telematics	telematic	NOUN
esutjss-282	279	9	and	and	CCONJ
esutjss-282	279	10	usage	usage	NOUN
esutjss-282	279	11	-	-	PUNCT
esutjss-282	279	12	based	base	VERB
esutjss-282	279	13	insurance	insurance	NOUN
esutjss-282	279	14	,	,	PUNCT
esutjss-282	279	15	in	in	ADP
esutjss-282	279	16	which	which	PRON
esutjss-282	279	17	real	real	ADJ
esutjss-282	279	18	-	-	PUNCT
esutjss-282	279	19	time	time	NOUN
esutjss-282	279	20	information	information	NOUN
esutjss-282	279	21	further	far	ADV
esutjss-282	279	22	refines	refine	VERB
esutjss-282	279	23	the	the	DET
esutjss-282	279	24	accuracy	accuracy	NOUN
esutjss-282	279	25	of	of	ADP
esutjss-282	279	26	risk	risk	NOUN
esutjss-282	279	27	analysis	analysis	NOUN
esutjss-282	279	28	.	.	PUNCT
esutjss-282	280	1	232	232	NUM
esutjss-282	280	2	empirical	empirical	ADJ
esutjss-282	280	3	review	review	NOUN
esutjss-282	280	4	author	author	NOUN
esutjss-282	280	5	&	&	CCONJ
esutjss-282	280	6	date	date	PROPN
esutjss-282	280	7	general	general	ADJ
esutjss-282	280	8	objective	objective	NOUN
esutjss-282	280	9	of	of	ADP
esutjss-282	280	10	the	the	DET
esutjss-282	280	11	study	study	NOUN
esutjss-282	280	12	methodology	methodology	NOUN
esutjss-282	280	13	findings	finding	NOUN
esutjss-282	280	14	gap	gap	NOUN
esutjss-282	280	15	filled	fill	VERB
esutjss-282	280	16	by	by	ADP
esutjss-282	280	17	the	the	DET
esutjss-282	280	18	present	present	ADJ
esutjss-282	280	19	study	study	NOUN
esutjss-282	280	20	agbeboh	agbeboh	NOUN
esutjss-282	280	21	and	and	CCONJ
esutjss-282	280	22	osabuohien	osabuohien	ADJ
esutjss-282	280	23	-	-	PUNCT
esutjss-282	280	24	irabor	irabor	NOUN
esutjss-282	280	25	osarumwense	osarumwense	NOUN
esutjss-282	280	26	(	(	PUNCT
esutjss-282	280	27	2013	2013	NUM
esutjss-282	280	28	)	)	PUNCT
esutjss-282	280	29	to	to	PART
esutjss-282	280	30	study	study	VERB
esutjss-282	280	31	the	the	DET
esutjss-282	280	32	trend	trend	NOUN
esutjss-282	280	33	of	of	ADP
esutjss-282	280	34	road	road	NOUN
esutjss-282	280	35	accidents	accident	NOUN
esutjss-282	280	36	in	in	ADP
esutjss-282	280	37	kogi	kogi	PROPN
esutjss-282	280	38	state	state	PROPN
esutjss-282	280	39	,	,	PUNCT
esutjss-282	280	40	nigeria	nigeria	PROPN
esutjss-282	280	41	.	.	PUNCT
esutjss-282	281	1	univariate	univariate	ADJ
esutjss-282	281	2	time	time	NOUN
esutjss-282	281	3	series	series	PROPN
esutjss-282	281	4	data	datum	NOUN
esutjss-282	281	5	collected	collect	VERB
esutjss-282	281	6	from	from	ADP
esutjss-282	281	7	the	the	DET
esutjss-282	281	8	federal	federal	ADJ
esutjss-282	281	9	road	road	PROPN
esutjss-282	281	10	safety	safety	PROPN
esutjss-282	281	11	commission	commission	PROPN
esutjss-282	281	12	(	(	PUNCT
esutjss-282	281	13	frsc	frsc	NOUN
esutjss-282	281	14	)	)	PUNCT
esutjss-282	281	15	from	from	ADP
esutjss-282	281	16	january	january	PROPN
esutjss-282	281	17	1997	1997	NUM
esutjss-282	281	18	to	to	ADP
esutjss-282	281	19	december	december	PROPN
esutjss-282	281	20	2010	2010	NUM
esutjss-282	281	21	.	.	PUNCT
esutjss-282	282	1	statistical	statistical	ADJ
esutjss-282	282	2	analysis	analysis	NOUN
esutjss-282	282	3	using	use	VERB
esutjss-282	282	4	spss	spss	PROPN
esutjss-282	282	5	.	.	PUNCT
esutjss-282	282	6	found	find	VERB
esutjss-282	282	7	a	a	DET
esutjss-282	282	8	steady	steady	ADJ
esutjss-282	282	9	increase	increase	NOUN
esutjss-282	282	10	in	in	ADP
esutjss-282	282	11	road	road	NOUN
esutjss-282	282	12	accident	accident	NOUN
esutjss-282	282	13	rates	rate	NOUN
esutjss-282	282	14	in	in	ADP
esutjss-282	282	15	kogi	kogi	PROPN
esutjss-282	282	16	state	state	NOUN
esutjss-282	282	17	with	with	ADP
esutjss-282	282	18	no	no	DET
esutjss-282	282	19	seasonal	seasonal	ADJ
esutjss-282	282	20	variation	variation	NOUN
esutjss-282	282	21	.	.	PUNCT
esutjss-282	283	1	this	this	DET
esutjss-282	283	2	study	study	NOUN
esutjss-282	283	3	provides	provide	VERB
esutjss-282	283	4	a	a	DET
esutjss-282	283	5	general	general	ADJ
esutjss-282	283	6	trend	trend	NOUN
esutjss-282	283	7	of	of	ADP
esutjss-282	283	8	road	road	NOUN
esutjss-282	283	9	accidents	accident	NOUN
esutjss-282	283	10	,	,	PUNCT
esutjss-282	283	11	which	which	PRON
esutjss-282	283	12	are	be	AUX
esutjss-282	283	13	a	a	DET
esutjss-282	283	14	precursor	precursor	NOUN
esutjss-282	283	15	to	to	ADP
esutjss-282	283	16	insurance	insurance	NOUN
esutjss-282	283	17	claims	claim	NOUN
esutjss-282	283	18	.	.	PUNCT
esutjss-282	284	1	a	a	DET
esutjss-282	284	2	direct	direct	ADJ
esutjss-282	284	3	link	link	NOUN
esutjss-282	284	4	between	between	ADP
esutjss-282	284	5	specific	specific	ADJ
esutjss-282	284	6	road	road	NOUN
esutjss-282	284	7	infrastructure	infrastructure	NOUN
esutjss-282	284	8	deficiencies	deficiency	NOUN
esutjss-282	284	9	(	(	PUNCT
esutjss-282	284	10	e.g.	e.g.	ADV
esutjss-282	284	11	,	,	PUNCT
esutjss-282	284	12	potholes	pothole	NOUN
esutjss-282	284	13	,	,	PUNCT
esutjss-282	284	14	lack	lack	NOUN
esutjss-282	284	15	of	of	ADP
esutjss-282	284	16	signage	signage	NOUN
esutjss-282	284	17	)	)	PUNCT
esutjss-282	284	18	and	and	CCONJ
esutjss-282	284	19	the	the	DET
esutjss-282	284	20	frequency	frequency	NOUN
esutjss-282	284	21	of	of	ADP
esutjss-282	284	22	these	these	DET
esutjss-282	284	23	accidents	accident	NOUN
esutjss-282	284	24	,	,	PUNCT
esutjss-282	284	25	and	and	CCONJ
esutjss-282	284	26	subsequently	subsequently	ADV
esutjss-282	284	27	,	,	PUNCT
esutjss-282	284	28	motor	motor	NOUN
esutjss-282	284	29	insurance	insurance	NOUN
esutjss-282	284	30	claims	claim	NOUN
esutjss-282	284	31	,	,	PUNCT
esutjss-282	284	32	was	be	AUX
esutjss-282	284	33	not	not	PART
esutjss-282	284	34	explicitly	explicitly	ADV
esutjss-282	284	35	established	establish	VERB
esutjss-282	284	36	.	.	PUNCT
esutjss-282	285	1	onyejekwe	onyejekwe	ADJ
esutjss-282	285	2	,	,	PUNCT
esutjss-282	285	3	s.	s.	PROPN
esutjss-282	285	4	,	,	PUNCT
esutjss-282	285	5	abdulazzez	abdulazzez	NOUN
esutjss-282	285	6	,	,	PUNCT
esutjss-282	285	7	rabiu	rabiu	NOUN
esutjss-282	285	8	,	,	PUNCT
esutjss-282	285	9	hammed	ham	VERB
esutjss-282	285	10	,	,	PUNCT
esutjss-282	285	11	&	&	CCONJ
esutjss-282	285	12	osunlalu	osunlalu	NOUN
esutjss-282	285	13	(	(	PUNCT
esutjss-282	285	14	2024	2024	NUM
esutjss-282	285	15	)	)	PUNCT
esutjss-282	285	16	to	to	PART
esutjss-282	285	17	present	present	VERB
esutjss-282	285	18	and	and	CCONJ
esutjss-282	285	19	discuss	discuss	VERB
esutjss-282	285	20	commonly	commonly	ADV
esutjss-282	285	21	observed	observe	VERB
esutjss-282	285	22	infrastructurerelated	infrastructurerelated	ADJ
esutjss-282	285	23	safety	safety	NOUN
esutjss-282	285	24	deficiencies	deficiency	NOUN
esutjss-282	285	25	on	on	ADP
esutjss-282	285	26	nigerian	nigerian	ADJ
esutjss-282	285	27	roads	road	NOUN
esutjss-282	285	28	and	and	CCONJ
esutjss-282	285	29	proffer	proffer	VERB
esutjss-282	285	30	solutions	solution	NOUN
esutjss-282	285	31	.	.	PUNCT
esutjss-282	286	1	observations	observation	NOUN
esutjss-282	286	2	and	and	CCONJ
esutjss-282	286	3	informal	informal	ADJ
esutjss-282	286	4	road	road	NOUN
esutjss-282	286	5	safety	safety	NOUN
esutjss-282	286	6	inspections	inspection	NOUN
esutjss-282	286	7	(	(	PUNCT
esutjss-282	286	8	rsis	rsis	NOUN
esutjss-282	286	9	)	)	PUNCT
esutjss-282	286	10	conducted	conduct	VERB
esutjss-282	286	11	by	by	ADP
esutjss-282	286	12	the	the	DET
esutjss-282	286	13	authors	author	NOUN
esutjss-282	286	14	,	,	PUNCT
esutjss-282	286	15	primarily	primarily	ADV
esutjss-282	286	16	by	by	ADP
esutjss-282	286	17	capturing	capture	VERB
esutjss-282	286	18	images	image	NOUN
esutjss-282	286	19	and	and	CCONJ
esutjss-282	286	20	collating	collate	VERB
esutjss-282	286	21	them	they	PRON
esutjss-282	286	22	.	.	PUNCT
esutjss-282	287	1	identified	identify	VERB
esutjss-282	287	2	numerous	numerous	ADJ
esutjss-282	287	3	deficiencies	deficiency	NOUN
esutjss-282	287	4	in	in	ADP
esutjss-282	287	5	road	road	NOUN
esutjss-282	287	6	infrastructure	infrastructure	NOUN
esutjss-282	287	7	,	,	PUNCT
esutjss-282	287	8	broadly	broadly	ADV
esutjss-282	287	9	classified	classify	VERB
esutjss-282	287	10	into	into	ADP
esutjss-282	287	11	surface	surface	NOUN
esutjss-282	287	12	,	,	PUNCT
esutjss-282	287	13	shoulder	shoulder	NOUN
esutjss-282	287	14	,	,	PUNCT
esutjss-282	287	15	and	and	CCONJ
esutjss-282	287	16	roadside	roadside	NOUN
esutjss-282	287	17	issues	issue	NOUN
esutjss-282	287	18	.	.	PUNCT
esutjss-282	288	1	safer	safe	ADJ
esutjss-282	288	2	roads	road	NOUN
esutjss-282	288	3	lead	lead	VERB
esutjss-282	288	4	to	to	ADP
esutjss-282	288	5	reductions	reduction	NOUN
esutjss-282	288	6	in	in	ADP
esutjss-282	288	7	road	road	NOUN
esutjss-282	288	8	traffic	traffic	NOUN
esutjss-282	288	9	crashes	crash	NOUN
esutjss-282	288	10	.	.	PUNCT
esutjss-282	289	1	this	this	DET
esutjss-282	289	2	study	study	NOUN
esutjss-282	289	3	identifies	identify	VERB
esutjss-282	289	4	and	and	CCONJ
esutjss-282	289	5	categorizes	categorize	VERB
esutjss-282	289	6	road	road	NOUN
esutjss-282	289	7	infrastructure	infrastructure	NOUN
esutjss-282	289	8	deficiencies	deficiency	NOUN
esutjss-282	289	9	.	.	PUNCT
esutjss-282	290	1	however	however	ADV
esutjss-282	290	2	,	,	PUNCT
esutjss-282	290	3	it	it	PRON
esutjss-282	290	4	does	do	AUX
esutjss-282	290	5	not	not	PART
esutjss-282	290	6	quantify	quantify	VERB
esutjss-282	290	7	the	the	DET
esutjss-282	290	8	direct	direct	ADJ
esutjss-282	290	9	relationship	relationship	NOUN
esutjss-282	290	10	between	between	ADP
esutjss-282	290	11	these	these	DET
esutjss-282	290	12	specific	specific	ADJ
esutjss-282	290	13	deficiencies	deficiency	NOUN
esutjss-282	290	14	and	and	CCONJ
esutjss-282	290	15	the	the	DET
esutjss-282	290	16	frequency	frequency	NOUN
esutjss-282	290	17	of	of	ADP
esutjss-282	290	18	motor	motor	NOUN
esutjss-282	290	19	insurance	insurance	NOUN
esutjss-282	290	20	claims	claim	NOUN
esutjss-282	290	21	.	.	PUNCT
esutjss-282	291	1	it	it	PRON
esutjss-282	291	2	highlights	highlight	VERB
esutjss-282	291	3	the	the	DET
esutjss-282	291	4	potential	potential	NOUN
esutjss-282	291	5	for	for	ADP
esutjss-282	291	6	reduction	reduction	NOUN
esutjss-282	291	7	in	in	ADP
esutjss-282	291	8	crashes	crash	NOUN
esutjss-282	291	9	with	with	ADP
esutjss-282	291	10	safer	safe	ADJ
esutjss-282	291	11	infrastructure	infrastructure	NOUN
esutjss-282	291	12	,	,	PUNCT
esutjss-282	291	13	but	but	CCONJ
esutjss-282	291	14	not	not	PART
esutjss-282	291	15	the	the	DET
esutjss-282	291	16	direct	direct	ADJ
esutjss-282	291	17	impact	impact	NOUN
esutjss-282	291	18	on	on	ADP
esutjss-282	291	19	claims	claim	NOUN
esutjss-282	291	20	frequency	frequency	NOUN
esutjss-282	291	21	.	.	PUNCT
esutjss-282	292	1	intertransport	intertransport	NOUN
esutjss-282	292	2	(	(	PUNCT
esutjss-282	292	3	2025	2025	NUM
esutjss-282	292	4	)	)	PUNCT
esutjss-282	292	5	to	to	PART
esutjss-282	292	6	highlight	highlight	VERB
esutjss-282	292	7	the	the	DET
esutjss-282	292	8	impact	impact	NOUN
esutjss-282	292	9	of	of	ADP
esutjss-282	292	10	bad	bad	ADJ
esutjss-282	292	11	roads	road	NOUN
esutjss-282	292	12	on	on	ADP
esutjss-282	292	13	transportation	transportation	NOUN
esutjss-282	292	14	in	in	ADP
esutjss-282	292	15	nigeria	nigeria	PROPN
esutjss-282	292	16	.	.	PUNCT
esutjss-282	293	1	review	review	NOUN
esutjss-282	293	2	of	of	ADP
esutjss-282	293	3	existing	exist	VERB
esutjss-282	293	4	information	information	NOUN
esutjss-282	293	5	and	and	CCONJ
esutjss-282	293	6	reports	report	NOUN
esutjss-282	293	7	.	.	PUNCT
esutjss-282	294	1	poor	poor	ADJ
esutjss-282	294	2	road	road	NOUN
esutjss-282	294	3	networks	network	NOUN
esutjss-282	294	4	cause	cause	VERB
esutjss-282	294	5	delays	delay	NOUN
esutjss-282	294	6	,	,	PUNCT
esutjss-282	294	7	high	high	ADJ
esutjss-282	294	8	transport	transport	NOUN
esutjss-282	294	9	costs	cost	NOUN
esutjss-282	294	10	,	,	PUNCT
esutjss-282	294	11	and	and	CCONJ
esutjss-282	294	12	accidents	accident	NOUN
esutjss-282	294	13	.	.	PUNCT
esutjss-282	295	1	75	75	NUM
esutjss-282	295	2	%	%	NOUN
esutjss-282	295	3	of	of	ADP
esutjss-282	295	4	commercial	commercial	ADJ
esutjss-282	295	5	drivers	driver	NOUN
esutjss-282	295	6	report	report	NOUN
esutjss-282	295	7	delays	delay	NOUN
esutjss-282	295	8	,	,	PUNCT
esutjss-282	295	9	longer	long	ADJ
esutjss-282	295	10	trips	trip	NOUN
esutjss-282	295	11	,	,	PUNCT
esutjss-282	295	12	and	and	CCONJ
esutjss-282	295	13	higher	high	ADJ
esutjss-282	295	14	fuel	fuel	NOUN
esutjss-282	295	15	use	use	NOUN
esutjss-282	295	16	due	due	ADP
esutjss-282	295	17	to	to	ADP
esutjss-282	295	18	poor	poor	ADJ
esutjss-282	295	19	roads	road	NOUN
esutjss-282	295	20	.	.	PUNCT
esutjss-282	296	1	while	while	SCONJ
esutjss-282	296	2	acknowledging	acknowledge	VERB
esutjss-282	296	3	that	that	SCONJ
esutjss-282	296	4	poor	poor	ADJ
esutjss-282	296	5	roads	road	NOUN
esutjss-282	296	6	lead	lead	VERB
esutjss-282	296	7	to	to	ADP
esutjss-282	296	8	accidents	accident	NOUN
esutjss-282	296	9	,	,	PUNCT
esutjss-282	296	10	this	this	DET
esutjss-282	296	11	source	source	NOUN
esutjss-282	296	12	does	do	AUX
esutjss-282	296	13	not	not	PART
esutjss-282	296	14	provide	provide	VERB
esutjss-282	296	15	empirical	empirical	ADJ
esutjss-282	296	16	data	datum	NOUN
esutjss-282	296	17	directly	directly	ADV
esutjss-282	296	18	linking	link	VERB
esutjss-282	296	19	specific	specific	ADJ
esutjss-282	296	20	road	road	NOUN
esutjss-282	296	21	deficiencies	deficiency	NOUN
esutjss-282	296	22	to	to	ADP
esutjss-282	296	23	the	the	DET
esutjss-282	296	24	frequency	frequency	NOUN
esutjss-282	296	25	of	of	ADP
esutjss-282	296	26	motor	motor	NOUN
esutjss-282	296	27	insurance	insurance	NOUN
esutjss-282	296	28	claims	claim	NOUN
esutjss-282	296	29	.	.	PUNCT
esutjss-282	297	1	it	it	PRON
esutjss-282	297	2	focuses	focus	VERB
esutjss-282	297	3	more	more	ADJ
esutjss-282	297	4	on	on	ADP
esutjss-282	297	5	the	the	DET
esutjss-282	297	6	broader	broad	ADJ
esutjss-282	297	7	economic	economic	ADJ
esutjss-282	297	8	impact	impact	NOUN
esutjss-282	297	9	of	of	ADP
esutjss-282	297	10	bad	bad	ADJ
esutjss-282	297	11	roads	road	NOUN
esutjss-282	297	12	.	.	PUNCT
esutjss-282	298	1	femi	femi	PROPN
esutjss-282	298	2	&	&	CCONJ
esutjss-282	298	3	tolorunloju	tolorunloju	PROPN
esutjss-282	298	4	(	(	PUNCT
esutjss-282	298	5	2020	2020	NUM
esutjss-282	298	6	)	)	PUNCT
esutjss-282	298	7	to	to	PART
esutjss-282	298	8	investigate	investigate	VERB
esutjss-282	298	9	road	road	NOUN
esutjss-282	298	10	infrastructure	infrastructure	NOUN
esutjss-282	298	11	quantitative	quantitative	ADJ
esutjss-282	298	12	survey	survey	NOUN
esutjss-282	298	13	approach	approach	NOUN
esutjss-282	298	14	using	use	VERB
esutjss-282	298	15	structured	structure	VERB
esutjss-282	298	16	the	the	DET
esutjss-282	298	17	state	state	NOUN
esutjss-282	298	18	of	of	ADP
esutjss-282	298	19	road	road	NOUN
esutjss-282	298	20	infrastructure	infrastructure	NOUN
esutjss-282	298	21	in	in	ADP
esutjss-282	298	22	the	the	DET
esutjss-282	298	23	this	this	DET
esutjss-282	298	24	study	study	NOUN
esutjss-282	298	25	confirms	confirm	VERB
esutjss-282	298	26	the	the	DET
esutjss-282	298	27	poor	poor	ADJ
esutjss-282	298	28	state	state	NOUN
esutjss-282	298	29	of	of	ADP
esutjss-282	298	30	roads	road	NOUN
esutjss-282	298	31	and	and	CCONJ
esutjss-282	298	32	their	their	PRON
esutjss-282	298	33	link	link	NOUN
esutjss-282	298	34	to	to	PART
esutjss-282	298	35	vehicle	vehicle	VERB
esutjss-282	298	36	233	233	NUM
esutjss-282	298	37	management	management	NOUN
esutjss-282	298	38	strategies	strategy	NOUN
esutjss-282	298	39	in	in	ADP
esutjss-282	298	40	ikorodu	ikorodu	VERB
esutjss-282	298	41	west	west	PROPN
esutjss-282	298	42	,	,	PUNCT
esutjss-282	298	43	lagos	lagos	NOUN
esutjss-282	298	44	state	state	NOUN
esutjss-282	298	45	,	,	PUNCT
esutjss-282	298	46	nigeria	nigeria	PROPN
esutjss-282	298	47	,	,	PUNCT
esutjss-282	298	48	and	and	CCONJ
esutjss-282	298	49	uncover	uncover	VERB
esutjss-282	298	50	road	road	NOUN
esutjss-282	298	51	user	user	NOUN
esutjss-282	298	52	satisfaction	satisfaction	NOUN
esutjss-282	298	53	.	.	PUNCT
esutjss-282	299	1	questionnaires	questionnaire	NOUN
esutjss-282	299	2	among	among	ADP
esutjss-282	299	3	residents	resident	NOUN
esutjss-282	299	4	.	.	PUNCT
esutjss-282	300	1	data	datum	NOUN
esutjss-282	300	2	analyzed	analyze	VERB
esutjss-282	300	3	descriptively	descriptively	ADV
esutjss-282	300	4	using	use	VERB
esutjss-282	300	5	frequency	frequency	NOUN
esutjss-282	300	6	counts	count	NOUN
esutjss-282	300	7	,	,	PUNCT
esutjss-282	300	8	percentages	percentage	NOUN
esutjss-282	300	9	,	,	PUNCT
esutjss-282	300	10	and	and	CCONJ
esutjss-282	300	11	ranked	rank	VERB
esutjss-282	300	12	mean	mean	ADJ
esutjss-282	300	13	-	-	PUNCT
esutjss-282	300	14	item	item	NOUN
esutjss-282	300	15	-	-	PUNCT
esutjss-282	300	16	scores	score	NOUN
esutjss-282	300	17	.	.	PUNCT
esutjss-282	301	1	study	study	NOUN
esutjss-282	301	2	area	area	NOUN
esutjss-282	301	3	is	be	AUX
esutjss-282	301	4	poor	poor	ADJ
esutjss-282	301	5	.	.	PUNCT
esutjss-282	302	1	consequences	consequence	NOUN
esutjss-282	302	2	of	of	ADP
esutjss-282	302	3	poor	poor	ADJ
esutjss-282	302	4	road	road	NOUN
esutjss-282	302	5	infrastructure	infrastructure	NOUN
esutjss-282	302	6	included	include	VERB
esutjss-282	302	7	damage	damage	NOUN
esutjss-282	302	8	to	to	ADP
esutjss-282	302	9	vehicles	vehicle	NOUN
esutjss-282	302	10	and	and	CCONJ
esutjss-282	302	11	road	road	NOUN
esutjss-282	302	12	accidents	accident	NOUN
esutjss-282	302	13	.	.	PUNCT
esutjss-282	303	1	damage	damage	NOUN
esutjss-282	303	2	and	and	CCONJ
esutjss-282	303	3	accidents	accident	NOUN
esutjss-282	303	4	.	.	PUNCT
esutjss-282	304	1	however	however	ADV
esutjss-282	304	2	,	,	PUNCT
esutjss-282	304	3	it	it	PRON
esutjss-282	304	4	does	do	AUX
esutjss-282	304	5	n't	not	PART
esutjss-282	304	6	directly	directly	ADV
esutjss-282	304	7	correlate	correlate	VERB
esutjss-282	304	8	specific	specific	ADJ
esutjss-282	304	9	deficiencies	deficiency	NOUN
esutjss-282	304	10	with	with	ADP
esutjss-282	304	11	the	the	DET
esutjss-282	304	12	frequency	frequency	NOUN
esutjss-282	304	13	of	of	ADP
esutjss-282	304	14	motor	motor	NOUN
esutjss-282	304	15	insurance	insurance	NOUN
esutjss-282	304	16	claims	claim	NOUN
esutjss-282	304	17	.	.	PUNCT
esutjss-282	305	1	it	it	PRON
esutjss-282	305	2	provides	provide	VERB
esutjss-282	305	3	a	a	DET
esutjss-282	305	4	qualitative	qualitative	ADJ
esutjss-282	305	5	understanding	understanding	NOUN
esutjss-282	305	6	of	of	ADP
esutjss-282	305	7	the	the	DET
esutjss-282	305	8	problem	problem	NOUN
esutjss-282	305	9	from	from	ADP
esutjss-282	305	10	the	the	DET
esutjss-282	305	11	users	user	NOUN
esutjss-282	305	12	'	'	PART
esutjss-282	305	13	perspective	perspective	NOUN
esutjss-282	305	14	.	.	PUNCT
esutjss-282	306	1	isimoya	isimoya	PROPN
esutjss-282	306	2	,	,	PUNCT
esutjss-282	306	3	ajemunigbohun	ajemunigbohun	PROPN
esutjss-282	306	4	,	,	PUNCT
esutjss-282	306	5	s.	s.	PROPN
esutjss-282	306	6	&	&	CCONJ
esutjss-282	306	7	osasona	osasona	PROPN
esutjss-282	306	8	,	,	PUNCT
esutjss-282	306	9	(	(	PUNCT
esutjss-282	306	10	2022	2022	NUM
esutjss-282	306	11	)	)	PUNCT
esutjss-282	306	12	.	.	PUNCT
esutjss-282	307	1	to	to	PART
esutjss-282	307	2	evaluate	evaluate	VERB
esutjss-282	307	3	motor	motor	NOUN
esutjss-282	307	4	insurance	insurance	NOUN
esutjss-282	307	5	underwriting	underwriting	NOUN
esutjss-282	307	6	factors	factor	NOUN
esutjss-282	307	7	,	,	PUNCT
esutjss-282	307	8	with	with	ADP
esutjss-282	307	9	specific	specific	ADJ
esutjss-282	307	10	reference	reference	NOUN
esutjss-282	307	11	to	to	ADP
esutjss-282	307	12	the	the	DET
esutjss-282	307	13	perceptions	perception	NOUN
esutjss-282	307	14	of	of	ADP
esutjss-282	307	15	motor	motor	NOUN
esutjss-282	307	16	insurance	insurance	NOUN
esutjss-282	307	17	providers	provider	NOUN
esutjss-282	307	18	in	in	ADP
esutjss-282	307	19	lagos	lagos	PROPN
esutjss-282	307	20	,	,	PUNCT
esutjss-282	307	21	nigeria	nigeria	PROPN
esutjss-282	307	22	.	.	PUNCT
esutjss-282	308	1	cross	cross	ADJ
esutjss-282	308	2	-	-	ADJ
esutjss-282	308	3	sectional	sectional	ADJ
esutjss-282	308	4	survey	survey	NOUN
esutjss-282	308	5	research	research	NOUN
esutjss-282	308	6	design	design	NOUN
esutjss-282	308	7	.	.	PUNCT
esutjss-282	309	1	structured	structured	ADJ
esutjss-282	309	2	questionnaire	questionnaire	NOUN
esutjss-282	309	3	administered	administer	VERB
esutjss-282	309	4	to	to	ADP
esutjss-282	309	5	300	300	NUM
esutjss-282	309	6	respondents	respondent	NOUN
esutjss-282	309	7	from	from	ADP
esutjss-282	309	8	30	30	NUM
esutjss-282	309	9	motor	motor	NOUN
esutjss-282	309	10	insurance	insurance	NOUN
esutjss-282	309	11	companies	company	NOUN
esutjss-282	309	12	.	.	PUNCT
esutjss-282	310	1	data	datum	NOUN
esutjss-282	310	2	analyzed	analyze	VERB
esutjss-282	310	3	using	use	VERB
esutjss-282	310	4	simple	simple	ADJ
esutjss-282	310	5	frequency	frequency	NOUN
esutjss-282	310	6	percentages	percentage	NOUN
esutjss-282	310	7	and	and	CCONJ
esutjss-282	310	8	friedman	friedman	NOUN
esutjss-282	310	9	's	's	PART
esutjss-282	310	10	rank	rank	PROPN
esutjss-282	310	11	test	test	NOUN
esutjss-282	310	12	.	.	PUNCT
esutjss-282	311	1	noted	note	VERB
esutjss-282	311	2	the	the	DET
esutjss-282	311	3	chances	chance	NOUN
esutjss-282	311	4	of	of	ADP
esutjss-282	311	5	high	high	ADJ
esutjss-282	311	6	road	road	NOUN
esutjss-282	311	7	accident	accident	NOUN
esutjss-282	311	8	rates	rate	NOUN
esutjss-282	311	9	due	due	ADJ
esutjss-282	311	10	to	to	ADP
esutjss-282	311	11	stability	stability	NOUN
esutjss-282	311	12	in	in	ADP
esutjss-282	311	13	frequency	frequency	NOUN
esutjss-282	311	14	per	per	ADP
esutjss-282	311	15	vehicle	vehicle	NOUN
esutjss-282	311	16	and	and	CCONJ
esutjss-282	311	17	increase	increase	NOUN
esutjss-282	311	18	in	in	ADP
esutjss-282	311	19	the	the	DET
esutjss-282	311	20	number	number	NOUN
esutjss-282	311	21	of	of	ADP
esutjss-282	311	22	vehicles	vehicle	NOUN
esutjss-282	311	23	per	per	ADP
esutjss-282	311	24	inhabitant	inhabitant	NOUN
esutjss-282	311	25	.	.	PUNCT
esutjss-282	312	1	this	this	DET
esutjss-282	312	2	study	study	NOUN
esutjss-282	312	3	focuses	focus	VERB
esutjss-282	312	4	on	on	ADP
esutjss-282	312	5	underwriting	underwriting	NOUN
esutjss-282	312	6	factors	factor	NOUN
esutjss-282	312	7	and	and	CCONJ
esutjss-282	312	8	acknowledges	acknowledge	VERB
esutjss-282	312	9	the	the	DET
esutjss-282	312	10	high	high	ADJ
esutjss-282	312	11	rate	rate	NOUN
esutjss-282	312	12	of	of	ADP
esutjss-282	312	13	road	road	NOUN
esutjss-282	312	14	accidents	accident	NOUN
esutjss-282	312	15	as	as	ADP
esutjss-282	312	16	a	a	DET
esutjss-282	312	17	problem	problem	NOUN
esutjss-282	312	18	.	.	PUNCT
esutjss-282	313	1	however	however	ADV
esutjss-282	313	2	,	,	PUNCT
esutjss-282	313	3	it	it	PRON
esutjss-282	313	4	does	do	AUX
esutjss-282	313	5	not	not	PART
esutjss-282	313	6	empirically	empirically	ADV
esutjss-282	313	7	link	link	VERB
esutjss-282	313	8	specific	specific	ADJ
esutjss-282	313	9	road	road	NOUN
esutjss-282	313	10	infrastructure	infrastructure	NOUN
esutjss-282	313	11	deficiencies	deficiency	NOUN
esutjss-282	313	12	to	to	ADP
esutjss-282	313	13	the	the	DET
esutjss-282	313	14	frequency	frequency	NOUN
esutjss-282	313	15	of	of	ADP
esutjss-282	313	16	motor	motor	NOUN
esutjss-282	313	17	insurance	insurance	NOUN
esutjss-282	313	18	claims	claim	NOUN
esutjss-282	313	19	.	.	PUNCT
esutjss-282	314	1	it	it	PRON
esutjss-282	314	2	highlights	highlight	VERB
esutjss-282	314	3	the	the	DET
esutjss-282	314	4	general	general	ADJ
esutjss-282	314	5	problem	problem	NOUN
esutjss-282	314	6	of	of	ADP
esutjss-282	314	7	accidents	accident	NOUN
esutjss-282	314	8	that	that	PRON
esutjss-282	314	9	lead	lead	VERB
esutjss-282	314	10	to	to	ADP
esutjss-282	314	11	claims	claim	NOUN
esutjss-282	314	12	.	.	PUNCT
esutjss-282	315	1	onatola	onatola	PROPN
esutjss-282	315	2	,	,	PUNCT
esutjss-282	315	3	(	(	PUNCT
esutjss-282	315	4	n.d	n.d	PROPN
esutjss-282	315	5	)	)	PUNCT
esutjss-282	315	6	to	to	PART
esutjss-282	315	7	examine	examine	VERB
esutjss-282	315	8	the	the	DET
esutjss-282	315	9	impact	impact	NOUN
esutjss-282	315	10	of	of	ADP
esutjss-282	315	11	motor	motor	NOUN
esutjss-282	315	12	vehicle	vehicle	NOUN
esutjss-282	315	13	(	(	PUNCT
esutjss-282	315	14	third	third	ADJ
esutjss-282	315	15	party	party	NOUN
esutjss-282	315	16	)	)	PUNCT
esutjss-282	315	17	insurance	insurance	NOUN
esutjss-282	315	18	regulation	regulation	NOUN
esutjss-282	315	19	compliance	compliance	NOUN
esutjss-282	315	20	on	on	ADP
esutjss-282	315	21	road	road	NOUN
esutjss-282	315	22	traffic	traffic	NOUN
esutjss-282	315	23	liability	liability	NOUN
esutjss-282	315	24	risk	risk	NOUN
esutjss-282	315	25	management	management	NOUN
esutjss-282	315	26	.	.	PUNCT
esutjss-282	316	1	adopted	adopt	VERB
esutjss-282	316	2	enforcement	enforcement	NOUN
esutjss-282	316	3	theory	theory	NOUN
esutjss-282	316	4	and	and	CCONJ
esutjss-282	316	5	compliance	compliance	NOUN
esutjss-282	316	6	theory	theory	NOUN
esutjss-282	316	7	of	of	ADP
esutjss-282	316	8	regulation	regulation	NOUN
esutjss-282	316	9	.	.	PUNCT
esutjss-282	317	1	data	datum	NOUN
esutjss-282	317	2	on	on	ADP
esutjss-282	317	3	registered	register	VERB
esutjss-282	317	4	and	and	CCONJ
esutjss-282	317	5	insured	insured	ADJ
esutjss-282	317	6	vehicles	vehicle	NOUN
esutjss-282	317	7	obtained	obtain	VERB
esutjss-282	317	8	from	from	ADP
esutjss-282	317	9	frsc	frsc	NOUN
esutjss-282	317	10	and	and	CCONJ
esutjss-282	317	11	nia	nia	PROPN
esutjss-282	317	12	.	.	PROPN
esutjss-282	317	13	road	road	NOUN
esutjss-282	317	14	traffic	traffic	NOUN
esutjss-282	317	15	accidents	accident	NOUN
esutjss-282	317	16	significantly	significantly	ADV
esutjss-282	317	17	affect	affect	VERB
esutjss-282	317	18	socio	socio	NOUN
esutjss-282	317	19	-	-	PUNCT
esutjss-282	317	20	economic	economic	ADJ
esutjss-282	317	21	development	development	NOUN
esutjss-282	317	22	in	in	ADP
esutjss-282	317	23	nigeria	nigeria	PROPN
esutjss-282	317	24	,	,	PUNCT
esutjss-282	317	25	leading	lead	VERB
esutjss-282	317	26	to	to	ADP
esutjss-282	317	27	financial	financial	ADJ
esutjss-282	317	28	costs	cost	NOUN
esutjss-282	317	29	.	.	PUNCT
esutjss-282	318	1	the	the	DET
esutjss-282	318	2	economic	economic	ADJ
esutjss-282	318	3	cost	cost	NOUN
esutjss-282	318	4	of	of	ADP
esutjss-282	318	5	road	road	NOUN
esutjss-282	318	6	traffic	traffic	NOUN
esutjss-282	318	7	injuries	injury	NOUN
esutjss-282	318	8	is	be	AUX
esutjss-282	318	9	huge	huge	ADJ
esutjss-282	318	10	,	,	PUNCT
esutjss-282	318	11	taking	take	VERB
esutjss-282	318	12	between	between	ADP
esutjss-282	318	13	1	1	NUM
esutjss-282	318	14	%	%	NOUN
esutjss-282	318	15	to	to	PART
esutjss-282	318	16	3	3	NUM
esutjss-282	318	17	%	%	NOUN
esutjss-282	318	18	of	of	ADP
esutjss-282	318	19	gdp	gdp	NOUN
esutjss-282	318	20	in	in	ADP
esutjss-282	318	21	most	most	ADJ
esutjss-282	318	22	countries	country	NOUN
esutjss-282	318	23	.	.	PUNCT
esutjss-282	319	1	this	this	DET
esutjss-282	319	2	study	study	NOUN
esutjss-282	319	3	highlights	highlight	VERB
esutjss-282	319	4	the	the	DET
esutjss-282	319	5	significant	significant	ADJ
esutjss-282	319	6	financial	financial	ADJ
esutjss-282	319	7	burden	burden	NOUN
esutjss-282	319	8	of	of	ADP
esutjss-282	319	9	road	road	NOUN
esutjss-282	319	10	traffic	traffic	NOUN
esutjss-282	319	11	accidents	accident	NOUN
esutjss-282	319	12	.	.	PUNCT
esutjss-282	320	1	however	however	ADV
esutjss-282	320	2	,	,	PUNCT
esutjss-282	320	3	it	it	PRON
esutjss-282	320	4	does	do	AUX
esutjss-282	320	5	not	not	PART
esutjss-282	320	6	specifically	specifically	ADV
esutjss-282	320	7	isolate	isolate	VERB
esutjss-282	320	8	the	the	DET
esutjss-282	320	9	impact	impact	NOUN
esutjss-282	320	10	of	of	ADP
esutjss-282	320	11	road	road	NOUN
esutjss-282	320	12	infrastructure	infrastructure	NOUN
esutjss-282	320	13	quality	quality	NOUN
esutjss-282	320	14	on	on	ADP
esutjss-282	320	15	the	the	DET
esutjss-282	320	16	severity	severity	NOUN
esutjss-282	320	17	and	and	CCONJ
esutjss-282	320	18	cost	cost	NOUN
esutjss-282	320	19	of	of	ADP
esutjss-282	320	20	motor	motor	NOUN
esutjss-282	320	21	insurance	insurance	NOUN
esutjss-282	320	22	claims	claim	NOUN
esutjss-282	320	23	.	.	PUNCT
esutjss-282	321	1	it	it	PRON
esutjss-282	321	2	focuses	focus	VERB
esutjss-282	321	3	on	on	ADP
esutjss-282	321	4	the	the	DET
esutjss-282	321	5	broader	broad	ADJ
esutjss-282	321	6	economic	economic	ADJ
esutjss-282	321	7	impact	impact	NOUN
esutjss-282	321	8	of	of	ADP
esutjss-282	321	9	accidents	accident	NOUN
esutjss-282	321	10	and	and	CCONJ
esutjss-282	321	11	the	the	DET
esutjss-282	321	12	role	role	NOUN
esutjss-282	321	13	of	of	ADP
esutjss-282	321	14	third	third	ADJ
esutjss-282	321	15	-	-	PUNCT
esutjss-282	321	16	party	party	NOUN
esutjss-282	321	17	insurance	insurance	NOUN
esutjss-282	321	18	.	.	PUNCT
esutjss-282	322	1	nem	nem	PROPN
esutjss-282	322	2	insurance	insurance	PROPN
esutjss-282	322	3	plc	plc	PROPN
esutjss-282	322	4	(	(	PUNCT
esutjss-282	322	5	2018	2018	NUM
esutjss-282	322	6	)	)	PUNCT
esutjss-282	322	7	to	to	PART
esutjss-282	322	8	discuss	discuss	VERB
esutjss-282	322	9	the	the	DET
esutjss-282	322	10	linkage	linkage	NOUN
esutjss-282	322	11	among	among	ADP
esutjss-282	322	12	insurance	insurance	NOUN
esutjss-282	322	13	,	,	PUNCT
esutjss-282	322	14	infrastructure	infrastructure	NOUN
esutjss-282	322	15	,	,	PUNCT
esutjss-282	322	16	and	and	CCONJ
esutjss-282	322	17	economic	economic	ADJ
esutjss-282	322	18	growth	growth	NOUN
esutjss-282	322	19	in	in	ADP
esutjss-282	322	20	nigeria	nigeria	PROPN
esutjss-282	322	21	.	.	PUNCT
esutjss-282	323	1	not	not	PART
esutjss-282	323	2	an	an	DET
esutjss-282	323	3	empirical	empirical	ADJ
esutjss-282	323	4	study	study	NOUN
esutjss-282	323	5	with	with	ADP
esutjss-282	323	6	a	a	DET
esutjss-282	323	7	specific	specific	ADJ
esutjss-282	323	8	methodology	methodology	NOUN
esutjss-282	323	9	;	;	PUNCT
esutjss-282	323	10	rather	rather	ADV
esutjss-282	323	11	,	,	PUNCT
esutjss-282	323	12	it	it	PRON
esutjss-282	323	13	's	be	AUX
esutjss-282	323	14	a	a	DET
esutjss-282	323	15	statement	statement	NOUN
esutjss-282	323	16	from	from	ADP
esutjss-282	323	17	an	an	DET
esutjss-282	323	18	industry	industry	NOUN
esutjss-282	323	19	expert	expert	NOUN
esutjss-282	323	20	.	.	PUNCT
esutjss-282	324	1	good	good	ADJ
esutjss-282	324	2	roads	road	NOUN
esutjss-282	324	3	will	will	AUX
esutjss-282	324	4	reduce	reduce	VERB
esutjss-282	324	5	the	the	DET
esutjss-282	324	6	number	number	NOUN
esutjss-282	324	7	of	of	ADP
esutjss-282	324	8	accidents	accident	NOUN
esutjss-282	324	9	,	,	PUNCT
esutjss-282	324	10	thereby	thereby	ADV
esutjss-282	324	11	leading	lead	VERB
esutjss-282	324	12	to	to	ADP
esutjss-282	324	13	a	a	DET
esutjss-282	324	14	reduction	reduction	NOUN
esutjss-282	324	15	in	in	ADP
esutjss-282	324	16	claims	claim	NOUN
esutjss-282	324	17	on	on	ADP
esutjss-282	324	18	motor	motor	NOUN
esutjss-282	324	19	insurance	insurance	NOUN
esutjss-282	324	20	.	.	PUNCT
esutjss-282	325	1	this	this	PRON
esutjss-282	325	2	is	be	AUX
esutjss-282	325	3	a	a	DET
esutjss-282	325	4	strong	strong	ADJ
esutjss-282	325	5	qualitative	qualitative	ADJ
esutjss-282	325	6	statement	statement	NOUN
esutjss-282	325	7	from	from	ADP
esutjss-282	325	8	an	an	DET
esutjss-282	325	9	industry	industry	NOUN
esutjss-282	325	10	expert	expert	NOUN
esutjss-282	325	11	suggesting	suggest	VERB
esutjss-282	325	12	a	a	DET
esutjss-282	325	13	direct	direct	ADJ
esutjss-282	325	14	link	link	NOUN
esutjss-282	325	15	between	between	ADP
esutjss-282	325	16	good	good	ADJ
esutjss-282	325	17	roads	road	NOUN
esutjss-282	325	18	(	(	PUNCT
esutjss-282	325	19	an	an	DET
esutjss-282	325	20	aspect	aspect	NOUN
esutjss-282	325	21	of	of	ADP
esutjss-282	325	22	infrastructure	infrastructure	NOUN
esutjss-282	325	23	quality	quality	NOUN
esutjss-282	325	24	)	)	PUNCT
esutjss-282	325	25	and	and	CCONJ
esutjss-282	325	26	reduced	reduce	VERB
esutjss-282	325	27	motor	motor	NOUN
esutjss-282	325	28	insurance	insurance	NOUN
esutjss-282	325	29	claims	claim	NOUN
esutjss-282	325	30	.	.	PUNCT
esutjss-282	326	1	however	however	ADV
esutjss-282	326	2	,	,	PUNCT
esutjss-282	326	3	it	it	PRON
esutjss-282	326	4	lacks	lack	VERB
esutjss-282	326	5	empirical	empirical	ADJ
esutjss-282	326	6	data	datum	NOUN
esutjss-282	326	7	and	and	CCONJ
esutjss-282	326	8	a	a	DET
esutjss-282	326	9	specific	specific	ADJ
esutjss-282	326	10	methodology	methodology	NOUN
esutjss-282	326	11	to	to	PART
esutjss-282	326	12	quantify	quantify	VERB
esutjss-282	326	13	this	this	DET
esutjss-282	326	14	impact	impact	NOUN
esutjss-282	326	15	on	on	ADP
esutjss-282	326	16	claim	claim	NOUN
esutjss-282	326	17	severity	severity	NOUN
esutjss-282	326	18	and	and	CCONJ
esutjss-282	326	19	cost	cost	NOUN
esutjss-282	326	20	.	.	PUNCT
esutjss-282	327	1	234	234	NUM
esutjss-282	327	2	eneh	eneh	NOUN
esutjss-282	327	3	,	,	PUNCT
esutjss-282	327	4	okosun	okosun	NOUN
esutjss-282	327	5	,	,	PUNCT
esutjss-282	327	6	,	,	PUNCT
esutjss-282	327	7	egbenta	egbenta	ADJ
esutjss-282	327	8	,	,	PUNCT
esutjss-282	327	9	obi	obi	PROPN
esutjss-282	327	10	,	,	PUNCT
esutjss-282	327	11	oloto	oloto	NOUN
esutjss-282	327	12	,	,	PUNCT
esutjss-282	327	13	ubani	ubani	ADJ
esutjss-282	327	14	,	,	PUNCT
esutjss-282	327	15	&	&	CCONJ
esutjss-282	327	16	eneonwo	eneonwo	PROPN
esutjss-282	327	17	,	,	PUNCT
esutjss-282	327	18	(	(	PUNCT
esutjss-282	327	19	2023	2023	NUM
esutjss-282	327	20	)	)	PUNCT
esutjss-282	327	21	to	to	PART
esutjss-282	327	22	analyze	analyze	VERB
esutjss-282	327	23	road	road	NOUN
esutjss-282	327	24	and	and	CCONJ
esutjss-282	327	25	vehicle	vehicle	NOUN
esutjss-282	327	26	qualities	quality	NOUN
esutjss-282	327	27	as	as	ADP
esutjss-282	327	28	major	major	ADJ
esutjss-282	327	29	factors	factor	NOUN
esutjss-282	327	30	of	of	ADP
esutjss-282	327	31	road	road	NOUN
esutjss-282	327	32	traffic	traffic	NOUN
esutjss-282	327	33	carnage	carnage	NOUN
esutjss-282	327	34	in	in	ADP
esutjss-282	327	35	nigeria	nigeria	PROPN
esutjss-282	327	36	.	.	PUNCT
esutjss-282	328	1	longitudinal	longitudinal	ADJ
esutjss-282	328	2	study	study	NOUN
esutjss-282	328	3	regressing	regress	VERB
esutjss-282	328	4	secondary	secondary	ADJ
esutjss-282	328	5	data	datum	NOUN
esutjss-282	328	6	on	on	ADP
esutjss-282	328	7	death	death	NOUN
esutjss-282	328	8	tolls	toll	NOUN
esutjss-282	328	9	against	against	ADP
esutjss-282	328	10	road	road	NOUN
esutjss-282	328	11	quality	quality	NOUN
esutjss-282	328	12	and	and	CCONJ
esutjss-282	328	13	vehicle	vehicle	NOUN
esutjss-282	328	14	quality	quality	NOUN
esutjss-282	328	15	.	.	PUNCT
esutjss-282	329	1	for	for	ADP
esutjss-282	329	2	every	every	DET
esutjss-282	329	3	1	1	NUM
esutjss-282	329	4	%	%	NOUN
esutjss-282	329	5	decrease	decrease	NOUN
esutjss-282	329	6	in	in	ADP
esutjss-282	329	7	road	road	NOUN
esutjss-282	329	8	quality	quality	NOUN
esutjss-282	329	9	,	,	PUNCT
esutjss-282	329	10	death	death	NOUN
esutjss-282	329	11	tolls	toll	NOUN
esutjss-282	329	12	from	from	ADP
esutjss-282	329	13	road	road	NOUN
esutjss-282	329	14	traffic	traffic	NOUN
esutjss-282	329	15	crashes	crash	NOUN
esutjss-282	329	16	in	in	ADP
esutjss-282	329	17	nigeria	nigeria	PROPN
esutjss-282	329	18	increased	increase	VERB
esutjss-282	329	19	by	by	ADP
esutjss-282	329	20	0.00642	0.00642	NUM
esutjss-282	329	21	%	%	NOUN
esutjss-282	329	22	.	.	PUNCT
esutjss-282	330	1	heavy	heavy	ADJ
esutjss-282	330	2	financial	financial	ADJ
esutjss-282	330	3	costs	cost	NOUN
esutjss-282	330	4	are	be	AUX
esutjss-282	330	5	usually	usually	ADV
esutjss-282	330	6	incurred	incur	VERB
esutjss-282	330	7	from	from	ADP
esutjss-282	330	8	road	road	NOUN
esutjss-282	330	9	crashes	crash	NOUN
esutjss-282	330	10	by	by	ADP
esutjss-282	330	11	way	way	NOUN
esutjss-282	330	12	of	of	ADP
esutjss-282	330	13	repairing	repair	VERB
esutjss-282	330	14	damaged	damage	VERB
esutjss-282	330	15	vehicles	vehicle	NOUN
esutjss-282	330	16	,	,	PUNCT
esutjss-282	330	17	treatment	treatment	NOUN
esutjss-282	330	18	of	of	ADP
esutjss-282	330	19	injuries	injury	NOUN
esutjss-282	330	20	,	,	PUNCT
esutjss-282	330	21	and	and	CCONJ
esutjss-282	330	22	burial	burial	NOUN
esutjss-282	330	23	of	of	ADP
esutjss-282	330	24	deceased	deceased	ADJ
esutjss-282	330	25	victims	victim	NOUN
esutjss-282	330	26	.	.	PUNCT
esutjss-282	331	1	this	this	DET
esutjss-282	331	2	study	study	NOUN
esutjss-282	331	3	empirically	empirically	ADV
esutjss-282	331	4	links	link	VERB
esutjss-282	331	5	road	road	NOUN
esutjss-282	331	6	quality	quality	NOUN
esutjss-282	331	7	to	to	ADP
esutjss-282	331	8	death	death	NOUN
esutjss-282	331	9	tolls	toll	NOUN
esutjss-282	331	10	,	,	PUNCT
esutjss-282	331	11	implying	imply	VERB
esutjss-282	331	12	a	a	DET
esutjss-282	331	13	link	link	NOUN
esutjss-282	331	14	to	to	ADP
esutjss-282	331	15	accident	accident	NOUN
esutjss-282	331	16	severity	severity	NOUN
esutjss-282	331	17	.	.	PUNCT
esutjss-282	332	1	it	it	PRON
esutjss-282	332	2	also	also	ADV
esutjss-282	332	3	mentions	mention	VERB
esutjss-282	332	4	the	the	DET
esutjss-282	332	5	financial	financial	ADJ
esutjss-282	332	6	costs	cost	NOUN
esutjss-282	332	7	of	of	ADP
esutjss-282	332	8	crashes	crash	NOUN
esutjss-282	332	9	.	.	PUNCT
esutjss-282	333	1	however	however	ADV
esutjss-282	333	2	,	,	PUNCT
esutjss-282	333	3	it	it	PRON
esutjss-282	333	4	does	do	AUX
esutjss-282	333	5	not	not	PART
esutjss-282	333	6	directly	directly	ADV
esutjss-282	333	7	evaluate	evaluate	VERB
esutjss-282	333	8	the	the	DET
esutjss-282	333	9	impact	impact	NOUN
esutjss-282	333	10	of	of	ADP
esutjss-282	333	11	road	road	NOUN
esutjss-282	333	12	infrastructure	infrastructure	NOUN
esutjss-282	333	13	quality	quality	NOUN
esutjss-282	333	14	on	on	ADP
esutjss-282	333	15	the	the	DET
esutjss-282	333	16	cost	cost	NOUN
esutjss-282	333	17	of	of	ADP
esutjss-282	333	18	motor	motor	NOUN
esutjss-282	333	19	insurance	insurance	NOUN
esutjss-282	333	20	claims	claim	NOUN
esutjss-282	333	21	,	,	PUNCT
esutjss-282	333	22	specifically	specifically	ADV
esutjss-282	333	23	.	.	PUNCT
esutjss-282	334	1	it	it	PRON
esutjss-282	334	2	focuses	focus	VERB
esutjss-282	334	3	on	on	ADP
esutjss-282	334	4	the	the	DET
esutjss-282	334	5	broader	broad	ADJ
esutjss-282	334	6	impact	impact	NOUN
esutjss-282	334	7	of	of	ADP
esutjss-282	334	8	road	road	NOUN
esutjss-282	334	9	quality	quality	NOUN
esutjss-282	334	10	on	on	ADP
esutjss-282	334	11	fatalities	fatality	NOUN
esutjss-282	334	12	and	and	CCONJ
esutjss-282	334	13	general	general	ADJ
esutjss-282	334	14	financial	financial	ADJ
esutjss-282	334	15	costs	cost	NOUN
esutjss-282	334	16	.	.	PUNCT
esutjss-282	335	1	enyinda	enyinda	ADV
esutjss-282	335	2	(	(	PUNCT
esutjss-282	335	3	2022	2022	NUM
esutjss-282	335	4	)	)	PUNCT
esutjss-282	335	5	to	to	PART
esutjss-282	335	6	assess	assess	VERB
esutjss-282	335	7	the	the	DET
esutjss-282	335	8	trend	trend	NOUN
esutjss-282	335	9	of	of	ADP
esutjss-282	335	10	motor	motor	NOUN
esutjss-282	335	11	accident	accident	NOUN
esutjss-282	335	12	insurance	insurance	NOUN
esutjss-282	335	13	claims	claim	NOUN
esutjss-282	335	14	in	in	ADP
esutjss-282	335	15	nigeria	nigeria	PROPN
esutjss-282	335	16	.	.	PUNCT
esutjss-282	336	1	survey	survey	NOUN
esutjss-282	336	2	research	research	NOUN
esutjss-282	336	3	design	design	NOUN
esutjss-282	336	4	.	.	PUNCT
esutjss-282	337	1	secondary	secondary	ADJ
esutjss-282	337	2	data	datum	NOUN
esutjss-282	337	3	collected	collect	VERB
esutjss-282	337	4	from	from	ADP
esutjss-282	337	5	official	official	ADJ
esutjss-282	337	6	publications	publication	NOUN
esutjss-282	337	7	of	of	ADP
esutjss-282	337	8	selected	select	VERB
esutjss-282	337	9	insurance	insurance	NOUN
esutjss-282	337	10	companies	company	NOUN
esutjss-282	337	11	and	and	CCONJ
esutjss-282	337	12	the	the	DET
esutjss-282	337	13	nigeria	nigeria	PROPN
esutjss-282	337	14	insurance	insurance	PROPN
esutjss-282	337	15	association	association	PROPN
esutjss-282	337	16	.	.	PUNCT
esutjss-282	338	1	descriptive	descriptive	ADJ
esutjss-282	338	2	statistics	statistic	NOUN
esutjss-282	338	3	used	use	VERB
esutjss-282	338	4	for	for	ADP
esutjss-282	338	5	analysis	analysis	NOUN
esutjss-282	338	6	.	.	PUNCT
esutjss-282	339	1	insurance	insurance	NOUN
esutjss-282	339	2	companies	company	NOUN
esutjss-282	339	3	were	be	AUX
esutjss-282	339	4	not	not	PART
esutjss-282	339	5	performing	perform	VERB
esutjss-282	339	6	well	well	ADV
esutjss-282	339	7	in	in	ADP
esutjss-282	339	8	terms	term	NOUN
esutjss-282	339	9	of	of	ADP
esutjss-282	339	10	claims	claim	NOUN
esutjss-282	339	11	settlement	settlement	NOUN
esutjss-282	339	12	until	until	ADP
esutjss-282	339	13	after	after	ADP
esutjss-282	339	14	the	the	DET
esutjss-282	339	15	period	period	NOUN
esutjss-282	339	16	of	of	ADP
esutjss-282	339	17	recapitalization	recapitalization	NOUN
esutjss-282	339	18	.	.	PUNCT
esutjss-282	340	1	claims	claim	NOUN
esutjss-282	340	2	settlement	settlement	NOUN
esutjss-282	340	3	has	have	VERB
esutjss-282	340	4	a	a	DET
esutjss-282	340	5	positive	positive	ADJ
esutjss-282	340	6	effect	effect	NOUN
esutjss-282	340	7	on	on	ADP
esutjss-282	340	8	increasing	increase	VERB
esutjss-282	340	9	policyholder	policyholder	NOUN
esutjss-282	340	10	confidence	confidence	NOUN
esutjss-282	340	11	.	.	PUNCT
esutjss-282	341	1	this	this	DET
esutjss-282	341	2	study	study	NOUN
esutjss-282	341	3	focuses	focus	VERB
esutjss-282	341	4	on	on	ADP
esutjss-282	341	5	the	the	DET
esutjss-282	341	6	trend	trend	NOUN
esutjss-282	341	7	and	and	CCONJ
esutjss-282	341	8	settlement	settlement	NOUN
esutjss-282	341	9	of	of	ADP
esutjss-282	341	10	motor	motor	NOUN
esutjss-282	341	11	insurance	insurance	NOUN
esutjss-282	341	12	claims	claim	NOUN
esutjss-282	341	13	.	.	PUNCT
esutjss-282	342	1	while	while	SCONJ
esutjss-282	342	2	it	it	PRON
esutjss-282	342	3	discusses	discuss	VERB
esutjss-282	342	4	the	the	DET
esutjss-282	342	5	importance	importance	NOUN
esutjss-282	342	6	of	of	ADP
esutjss-282	342	7	claims	claim	NOUN
esutjss-282	342	8	settlement	settlement	NOUN
esutjss-282	342	9	,	,	PUNCT
esutjss-282	342	10	it	it	PRON
esutjss-282	342	11	does	do	AUX
esutjss-282	342	12	not	not	PART
esutjss-282	342	13	directly	directly	ADV
esutjss-282	342	14	evaluate	evaluate	VERB
esutjss-282	342	15	the	the	DET
esutjss-282	342	16	impact	impact	NOUN
esutjss-282	342	17	of	of	ADP
esutjss-282	342	18	road	road	NOUN
esutjss-282	342	19	infrastructure	infrastructure	NOUN
esutjss-282	342	20	quality	quality	NOUN
esutjss-282	342	21	on	on	ADP
esutjss-282	342	22	the	the	DET
esutjss-282	342	23	severity	severity	NOUN
esutjss-282	342	24	or	or	CCONJ
esutjss-282	342	25	cost	cost	NOUN
esutjss-282	342	26	of	of	ADP
esutjss-282	342	27	these	these	DET
esutjss-282	342	28	claims	claim	NOUN
esutjss-282	342	29	.	.	PUNCT
esutjss-282	343	1	it	it	PRON
esutjss-282	343	2	provides	provide	VERB
esutjss-282	343	3	an	an	DET
esutjss-282	343	4	overview	overview	NOUN
esutjss-282	343	5	source	source	NOUN
esutjss-282	343	6	:	:	PUNCT
esutjss-282	343	7	author	author	NOUN
esutjss-282	343	8	’s	’s	PART
esutjss-282	343	9	compilation	compilation	NOUN
esutjss-282	343	10	,	,	PUNCT
esutjss-282	343	11	2025	2025	NUM
esutjss-282	343	12	219	219	NUM
esutjss-282	343	13	methodology	methodology	NOUN
esutjss-282	343	14	this	this	DET
esutjss-282	343	15	research	research	NOUN
esutjss-282	343	16	took	take	VERB
esutjss-282	343	17	a	a	DET
esutjss-282	343	18	quantitative	quantitative	ADJ
esutjss-282	343	19	research	research	NOUN
esutjss-282	343	20	design	design	NOUN
esutjss-282	343	21	because	because	SCONJ
esutjss-282	343	22	it	it	PRON
esutjss-282	343	23	enabled	enable	VERB
esutjss-282	343	24	the	the	DET
esutjss-282	343	25	relationships	relationship	NOUN
esutjss-282	343	26	between	between	ADP
esutjss-282	343	27	measurable	measurable	ADJ
esutjss-282	343	28	variables	variable	NOUN
esutjss-282	343	29	,	,	PUNCT
esutjss-282	343	30	namely	namely	ADV
esutjss-282	343	31	,	,	PUNCT
esutjss-282	343	32	road	road	NOUN
esutjss-282	343	33	infrastructure	infrastructure	NOUN
esutjss-282	343	34	conditions	condition	NOUN
esutjss-282	343	35	and	and	CCONJ
esutjss-282	343	36	motor	motor	NOUN
esutjss-282	343	37	insurance	insurance	NOUN
esutjss-282	343	38	claim	claim	NOUN
esutjss-282	343	39	patterns	pattern	NOUN
esutjss-282	343	40	,	,	PUNCT
esutjss-282	343	41	to	to	PART
esutjss-282	343	42	be	be	AUX
esutjss-282	343	43	investigated	investigate	VERB
esutjss-282	343	44	in	in	ADP
esutjss-282	343	45	a	a	DET
esutjss-282	343	46	systematic	systematic	ADJ
esutjss-282	343	47	manner	manner	NOUN
esutjss-282	343	48	.	.	PUNCT
esutjss-282	344	1	the	the	DET
esutjss-282	344	2	design	design	NOUN
esutjss-282	344	3	used	use	VERB
esutjss-282	344	4	a	a	DET
esutjss-282	344	5	combination	combination	NOUN
esutjss-282	344	6	of	of	ADP
esutjss-282	344	7	descriptive	descriptive	ADJ
esutjss-282	344	8	statistics	statistic	NOUN
esutjss-282	344	9	which	which	PRON
esutjss-282	344	10	is	be	AUX
esutjss-282	344	11	used	use	VERB
esutjss-282	344	12	to	to	PART
esutjss-282	344	13	report	report	VERB
esutjss-282	344	14	on	on	ADP
esutjss-282	344	15	all	all	DET
esutjss-282	344	16	variables	variable	NOUN
esutjss-282	344	17	within	within	ADP
esutjss-282	344	18	a	a	DET
esutjss-282	344	19	data	data	NOUN
esutjss-282	344	20	set	set	VERB
esutjss-282	344	21	,	,	PUNCT
esutjss-282	344	22	inferential	inferential	ADJ
esutjss-282	344	23	statistical	statistical	ADJ
esutjss-282	344	24	analysis	analysis	NOUN
esutjss-282	344	25	which	which	PRON
esutjss-282	344	26	is	be	AUX
esutjss-282	344	27	the	the	DET
esutjss-282	344	28	process	process	NOUN
esutjss-282	344	29	of	of	ADP
esutjss-282	344	30	drawing	draw	VERB
esutjss-282	344	31	general	general	ADJ
esutjss-282	344	32	conclusions	conclusion	NOUN
esutjss-282	344	33	about	about	ADP
esutjss-282	344	34	a	a	DET
esutjss-282	344	35	population	population	NOUN
esutjss-282	344	36	based	base	VERB
esutjss-282	344	37	on	on	ADP
esutjss-282	344	38	a	a	DET
esutjss-282	344	39	sample	sample	NOUN
esutjss-282	344	40	,	,	PUNCT
esutjss-282	344	41	and	and	CCONJ
esutjss-282	344	42	regression	regression	NOUN
esutjss-282	344	43	modeling	modeling	NOUN
esutjss-282	344	44	which	which	PRON
esutjss-282	344	45	is	be	AUX
esutjss-282	344	46	used	use	VERB
esutjss-282	344	47	to	to	PART
esutjss-282	344	48	build	build	VERB
esutjss-282	344	49	a	a	DET
esutjss-282	344	50	model	model	NOUN
esutjss-282	344	51	to	to	PART
esutjss-282	344	52	study	study	VERB
esutjss-282	344	53	the	the	DET
esutjss-282	344	54	relationship	relationship	NOUN
esutjss-282	344	55	between	between	ADP
esutjss-282	344	56	a	a	DET
esutjss-282	344	57	dependent	dependent	ADJ
esutjss-282	344	58	variable	variable	NOUN
esutjss-282	344	59	and	and	CCONJ
esutjss-282	344	60	at	at	ADV
esutjss-282	344	61	least	least	ADJ
esutjss-282	344	62	one	one	NUM
esutjss-282	344	63	independent	independent	ADJ
esutjss-282	344	64	variable	variable	NOUN
esutjss-282	344	65	.	.	PUNCT
esutjss-282	345	1	data	datum	NOUN
esutjss-282	345	2	were	be	AUX
esutjss-282	345	3	collected	collect	VERB
esutjss-282	345	4	in	in	ADP
esutjss-282	345	5	lagos	lagos	NOUN
esutjss-282	345	6	state	state	NOUN
esutjss-282	345	7	,	,	PUNCT
esutjss-282	345	8	the	the	DET
esutjss-282	345	9	commercial	commercial	ADJ
esutjss-282	345	10	capital	capital	NOUN
esutjss-282	345	11	of	of	ADP
esutjss-282	345	12	nigeria	nigeria	PROPN
esutjss-282	345	13	and	and	CCONJ
esutjss-282	345	14	one	one	NUM
esutjss-282	345	15	of	of	ADP
esutjss-282	345	16	the	the	DET
esutjss-282	345	17	most	most	ADV
esutjss-282	345	18	populous	populous	ADJ
esutjss-282	345	19	cities	city	NOUN
esutjss-282	345	20	in	in	ADP
esutjss-282	345	21	africa	africa	PROPN
esutjss-282	345	22	.	.	PUNCT
esutjss-282	346	1	lagos	lago	NOUN
esutjss-282	346	2	was	be	AUX
esutjss-282	346	3	chosen	choose	VERB
esutjss-282	346	4	owing	owe	VERB
esutjss-282	346	5	to	to	ADP
esutjss-282	346	6	its	its	PRON
esutjss-282	346	7	heavy	heavy	ADJ
esutjss-282	346	8	automobile	automobile	NOUN
esutjss-282	346	9	population	population	NOUN
esutjss-282	346	10	,	,	PUNCT
esutjss-282	346	11	high	high	ADJ
esutjss-282	346	12	traffic	traffic	NOUN
esutjss-282	346	13	facing	facing	NOUN
esutjss-282	346	14	,	,	PUNCT
esutjss-282	346	15	and	and	CCONJ
esutjss-282	346	16	congestion	congestion	NOUN
esutjss-282	346	17	situations	situation	NOUN
esutjss-282	346	18	and	and	CCONJ
esutjss-282	346	19	documented	document	VERB
esutjss-282	346	20	issues	issue	NOUN
esutjss-282	346	21	about	about	ADP
esutjss-282	346	22	road	road	NOUN
esutjss-282	346	23	infrastructure	infrastructure	NOUN
esutjss-282	346	24	wear	wear	VERB
esutjss-282	346	25	out	out	ADP
esutjss-282	346	26	.	.	PUNCT
esutjss-282	347	1	these	these	DET
esutjss-282	347	2	conditions	condition	NOUN
esutjss-282	347	3	render	render	VERB
esutjss-282	347	4	it	it	PRON
esutjss-282	347	5	an	an	DET
esutjss-282	347	6	ideal	ideal	ADJ
esutjss-282	347	7	case	case	NOUN
esutjss-282	347	8	study	study	NOUN
esutjss-282	347	9	in	in	ADP
esutjss-282	347	10	studying	study	VERB
esutjss-282	347	11	the	the	DET
esutjss-282	347	12	impacts	impact	NOUN
esutjss-282	347	13	of	of	ADP
esutjss-282	347	14	unfavorable	unfavorable	ADJ
esutjss-282	347	15	road	road	NOUN
esutjss-282	347	16	conditions	condition	NOUN
esutjss-282	347	17	on	on	ADP
esutjss-282	347	18	accident	accident	NOUN
esutjss-282	347	19	incidences	incidence	NOUN
esutjss-282	347	20	,	,	PUNCT
esutjss-282	347	21	and	and	CCONJ
esutjss-282	347	22	hence	hence	ADV
esutjss-282	347	23	motor	motor	NOUN
esutjss-282	347	24	insurance	insurance	NOUN
esutjss-282	347	25	claims	claim	NOUN
esutjss-282	347	26	.	.	PUNCT
esutjss-282	348	1	lagos	lago	NOUN
esutjss-282	348	2	has	have	VERB
esutjss-282	348	3	a	a	DET
esutjss-282	348	4	distinctive	distinctive	ADJ
esutjss-282	348	5	constellation	constellation	NOUN
esutjss-282	348	6	of	of	ADP
esutjss-282	348	7	urban	urban	ADJ
esutjss-282	348	8	infrastructure	infrastructure	NOUN
esutjss-282	348	9	problems	problem	NOUN
esutjss-282	348	10	with	with	ADP
esutjss-282	348	11	widespread	widespread	ADJ
esutjss-282	348	12	potholes	pothole	NOUN
esutjss-282	348	13	and	and	CCONJ
esutjss-282	348	14	rugged	rugged	ADJ
esutjss-282	348	15	roads	road	NOUN
esutjss-282	348	16	,	,	PUNCT
esutjss-282	348	17	lack	lack	NOUN
esutjss-282	348	18	of	of	ADP
esutjss-282	348	19	proper	proper	ADJ
esutjss-282	348	20	signs	sign	NOUN
esutjss-282	348	21	and	and	CCONJ
esutjss-282	348	22	street	street	NOUN
esutjss-282	348	23	lighting	lighting	NOUN
esutjss-282	348	24	,	,	PUNCT
esutjss-282	348	25	poor	poor	ADJ
esutjss-282	348	26	drainage	drainage	NOUN
esutjss-282	348	27	and	and	CCONJ
esutjss-282	348	28	flooding	flooding	NOUN
esutjss-282	348	29	of	of	ADP
esutjss-282	348	30	roads	road	NOUN
esutjss-282	348	31	,	,	PUNCT
esutjss-282	348	32	and	and	CCONJ
esutjss-282	348	33	prevalence	prevalence	NOUN
esutjss-282	348	34	of	of	ADP
esutjss-282	348	35	accidents	accident	NOUN
esutjss-282	348	36	.	.	PUNCT
esutjss-282	349	1	these	these	DET
esutjss-282	349	2	attributes	attribute	VERB
esutjss-282	349	3	support	support	VERB
esutjss-282	349	4	the	the	DET
esutjss-282	349	5	use	use	NOUN
esutjss-282	349	6	of	of	ADP
esutjss-282	349	7	lagos	lago	NOUN
esutjss-282	349	8	as	as	ADP
esutjss-282	349	9	an	an	DET
esutjss-282	349	10	example	example	NOUN
esutjss-282	349	11	to	to	PART
esutjss-282	349	12	reflect	reflect	VERB
esutjss-282	349	13	overall	overall	ADJ
esutjss-282	349	14	national	national	ADJ
esutjss-282	349	15	trends	trend	NOUN
esutjss-282	349	16	in	in	ADP
esutjss-282	349	17	road	road	NOUN
esutjss-282	349	18	safety	safety	NOUN
esutjss-282	349	19	and	and	CCONJ
esutjss-282	349	20	motor	motor	NOUN
esutjss-282	349	21	insurance	insurance	NOUN
esutjss-282	349	22	claims	claim	NOUN
esutjss-282	349	23	.	.	PUNCT
esutjss-282	350	1	the	the	DET
esutjss-282	350	2	study	study	NOUN
esutjss-282	350	3	's	's	PART
esutjss-282	350	4	population	population	NOUN
esutjss-282	350	5	included	include	VERB
esutjss-282	350	6	both	both	DET
esutjss-282	350	7	motor	motor	NOUN
esutjss-282	350	8	insurance	insurance	NOUN
esutjss-282	350	9	policyholders	policyholder	NOUN
esutjss-282	350	10	and	and	CCONJ
esutjss-282	350	11	the	the	DET
esutjss-282	350	12	insurance	insurance	NOUN
esutjss-282	350	13	companies	company	NOUN
esutjss-282	350	14	operating	operate	VERB
esutjss-282	350	15	in	in	ADP
esutjss-282	350	16	lagos	lagos	PROPN
esutjss-282	350	17	state	state	NOUN
esutjss-282	350	18	,	,	PUNCT
esutjss-282	350	19	nigeria	nigeria	PROPN
esutjss-282	350	20	.	.	PUNCT
esutjss-282	351	1	the	the	DET
esutjss-282	351	2	state	state	NOUN
esutjss-282	351	3	of	of	ADP
esutjss-282	351	4	lagos	lago	NOUN
esutjss-282	351	5	was	be	AUX
esutjss-282	351	6	selected	select	VERB
esutjss-282	351	7	because	because	SCONJ
esutjss-282	351	8	of	of	ADP
esutjss-282	351	9	the	the	DET
esutjss-282	351	10	density	density	NOUN
esutjss-282	351	11	of	of	ADP
esutjss-282	351	12	its	its	PRON
esutjss-282	351	13	vehicles	vehicle	NOUN
esutjss-282	351	14	,	,	PUNCT
esutjss-282	351	15	major	major	ADJ
esutjss-282	351	16	road	road	NOUN
esutjss-282	351	17	infrastructure	infrastructure	NOUN
esutjss-282	351	18	issues	issue	NOUN
esutjss-282	351	19	,	,	PUNCT
esutjss-282	351	20	as	as	ADV
esutjss-282	351	21	well	well	ADV
esutjss-282	351	22	as	as	ADP
esutjss-282	351	23	being	be	AUX
esutjss-282	351	24	an	an	DET
esutjss-282	351	25	insurance	insurance	NOUN
esutjss-282	351	26	capital	capital	NOUN
esutjss-282	351	27	.	.	PUNCT
esutjss-282	352	1	this	this	DET
esutjss-282	352	2	combined	combined	ADJ
esutjss-282	352	3	population	population	NOUN
esutjss-282	352	4	was	be	AUX
esutjss-282	352	5	able	able	ADJ
esutjss-282	352	6	to	to	PART
esutjss-282	352	7	provide	provide	VERB
esutjss-282	352	8	a	a	DET
esutjss-282	352	9	comprehensive	comprehensive	ADJ
esutjss-282	352	10	picture	picture	NOUN
esutjss-282	352	11	of	of	ADP
esutjss-282	352	12	the	the	DET
esutjss-282	352	13	policyholder	policyholder	NOUN
esutjss-282	352	14	(	(	PUNCT
esutjss-282	352	15	demand	demand	NOUN
esutjss-282	352	16	)	)	PUNCT
esutjss-282	352	17	and	and	CCONJ
esutjss-282	352	18	the	the	DET
esutjss-282	352	19	insurer	insurer	NOUN
esutjss-282	352	20	(	(	PUNCT
esutjss-282	352	21	supply	supply	NOUN
esutjss-282	352	22	)	)	PUNCT
esutjss-282	352	23	points	point	NOUN
esutjss-282	352	24	of	of	ADP
esutjss-282	352	25	view	view	NOUN
esutjss-282	352	26	.	.	PUNCT
esutjss-282	353	1	to	to	PART
esutjss-282	353	2	determine	determine	VERB
esutjss-282	353	3	sample	sample	NOUN
esutjss-282	353	4	size	size	NOUN
esutjss-282	353	5	,	,	PUNCT
esutjss-282	353	6	a	a	DET
esutjss-282	353	7	multi	multi	ADJ
esutjss-282	353	8	-	-	ADJ
esutjss-282	353	9	stage	stage	ADJ
esutjss-282	353	10	sampling	sampling	NOUN
esutjss-282	353	11	technique	technique	NOUN
esutjss-282	353	12	was	be	AUX
esutjss-282	353	13	used	use	VERB
esutjss-282	353	14	.	.	PUNCT
esutjss-282	354	1	the	the	DET
esutjss-282	354	2	purposive	purposive	ADJ
esutjss-282	354	3	sampling	sampling	NOUN
esutjss-282	354	4	method	method	NOUN
esutjss-282	354	5	was	be	AUX
esutjss-282	354	6	used	use	VERB
esutjss-282	354	7	to	to	PART
esutjss-282	354	8	select	select	VERB
esutjss-282	354	9	major	major	ADJ
esutjss-282	354	10	motor	motor	NOUN
esutjss-282	354	11	insurance	insurance	NOUN
esutjss-282	354	12	firms	firm	NOUN
esutjss-282	354	13	in	in	ADP
esutjss-282	354	14	the	the	DET
esutjss-282	354	15	lagos	lagos	NOUN
esutjss-282	354	16	state	state	NOUN
esutjss-282	354	17	based	base	VERB
esutjss-282	354	18	on	on	ADP
esutjss-282	354	19	both	both	CCONJ
esutjss-282	354	20	the	the	DET
esutjss-282	354	21	market	market	NOUN
esutjss-282	354	22	share	share	NOUN
esutjss-282	354	23	and	and	CCONJ
esutjss-282	354	24	the	the	DET
esutjss-282	354	25	availability	availability	NOUN
esutjss-282	354	26	of	of	ADP
esutjss-282	354	27	claims	claim	NOUN
esutjss-282	354	28	data	data	NOUN
esutjss-282	354	29	/	/	SYM
esutjss-282	354	30	information	information	NOUN
esutjss-282	354	31	.	.	PUNCT
esutjss-282	355	1	lagos	lago	NOUN
esutjss-282	355	2	state	state	NOUN
esutjss-282	355	3	was	be	AUX
esutjss-282	355	4	separated	separate	VERB
esutjss-282	355	5	into	into	ADP
esutjss-282	355	6	local	local	ADJ
esutjss-282	355	7	government	government	NOUN
esutjss-282	355	8	area	area	NOUN
esutjss-282	355	9	(	(	PUNCT
esutjss-282	355	10	lgas	lgas	NOUN
esutjss-282	355	11	)	)	PUNCT
esutjss-282	355	12	in	in	ADP
esutjss-282	355	13	an	an	DET
esutjss-282	355	14	effort	effort	NOUN
esutjss-282	355	15	to	to	PART
esutjss-282	355	16	reflect	reflect	VERB
esutjss-282	355	17	the	the	DET
esutjss-282	355	18	existence	existence	NOUN
esutjss-282	355	19	of	of	ADP
esutjss-282	355	20	the	the	DET
esutjss-282	355	21	different	different	ADJ
esutjss-282	355	22	rates	rate	NOUN
esutjss-282	355	23	of	of	ADP
esutjss-282	355	24	road	road	NOUN
esutjss-282	355	25	condition	condition	NOUN
esutjss-282	355	26	.	.	PUNCT
esutjss-282	356	1	individual	individual	ADJ
esutjss-282	356	2	policy	policy	NOUN
esutjss-282	356	3	holders	holder	NOUN
esutjss-282	356	4	were	be	AUX
esutjss-282	356	5	sampled	sample	VERB
esutjss-282	356	6	using	use	VERB
esutjss-282	356	7	simple	simple	ADJ
esutjss-282	356	8	random	random	ADJ
esutjss-282	356	9	sampling	sampling	NOUN
esutjss-282	356	10	within	within	ADP
esutjss-282	356	11	the	the	DET
esutjss-282	356	12	respective	respective	ADJ
esutjss-282	356	13	strata	strata	NOUN
esutjss-282	356	14	of	of	ADP
esutjss-282	356	15	client	client	NOUN
esutjss-282	356	16	databases	database	NOUN
esutjss-282	356	17	.	.	PUNCT
esutjss-282	357	1	the	the	DET
esutjss-282	357	2	policyholder	policyholder	NOUN
esutjss-282	357	3	sample	sample	NOUN
esutjss-282	357	4	size	size	NOUN
esutjss-282	357	5	was	be	AUX
esutjss-282	357	6	statistically	statistically	ADV
esutjss-282	357	7	selected	select	VERB
esutjss-282	357	8	,	,	PUNCT
esutjss-282	357	9	as	as	SCONJ
esutjss-282	357	10	it	it	PRON
esutjss-282	357	11	is	be	AUX
esutjss-282	357	12	322	322	NUM
esutjss-282	357	13	observations	observation	NOUN
esutjss-282	357	14	.	.	PUNCT
esutjss-282	358	1	both	both	DET
esutjss-282	358	2	primary	primary	ADJ
esutjss-282	358	3	and	and	CCONJ
esutjss-282	358	4	secondary	secondary	ADJ
esutjss-282	358	5	data	datum	NOUN
esutjss-282	358	6	gathering	gathering	NOUN
esutjss-282	358	7	tools	tool	NOUN
esutjss-282	358	8	were	be	AUX
esutjss-282	358	9	employed	employ	VERB
esutjss-282	358	10	.	.	PUNCT
esutjss-282	359	1	the	the	DET
esutjss-282	359	2	primary	primary	ADJ
esutjss-282	359	3	data	datum	NOUN
esutjss-282	359	4	was	be	AUX
esutjss-282	359	5	a	a	DET
esutjss-282	359	6	structured	structured	ADJ
esutjss-282	359	7	questionnaire	questionnaire	NOUN
esutjss-282	359	8	that	that	PRON
esutjss-282	359	9	was	be	AUX
esutjss-282	359	10	administered	administer	VERB
esutjss-282	359	11	to	to	ADP
esutjss-282	359	12	the	the	DET
esutjss-282	359	13	motor	motor	NOUN
esutjss-282	359	14	insurance	insurance	NOUN
esutjss-282	359	15	policy	policy	NOUN
esutjss-282	359	16	holders	holder	NOUN
esutjss-282	359	17	.	.	PUNCT
esutjss-282	360	1	this	this	DET
esutjss-282	360	2	questionnaire	questionnaire	NOUN
esutjss-282	360	3	included	include	VERB
esutjss-282	360	4	questions	question	NOUN
esutjss-282	360	5	on	on	ADP
esutjss-282	360	6	demographics	demographic	NOUN
esutjss-282	360	7	,	,	PUNCT
esutjss-282	360	8	perceptions	perception	NOUN
esutjss-282	360	9	of	of	ADP
esutjss-282	360	10	the	the	DET
esutjss-282	360	11	lack	lack	NOUN
esutjss-282	360	12	of	of	ADP
esutjss-282	360	13	road	road	NOUN
esutjss-282	360	14	infrastructures	infrastructure	NOUN
esutjss-282	360	15	(	(	PUNCT
esutjss-282	360	16	with	with	ADP
esutjss-282	360	17	and	and	CCONJ
esutjss-282	360	18	without	without	ADP
esutjss-282	360	19	potholes	pothole	NOUN
esutjss-282	360	20	,	,	PUNCT
esutjss-282	360	21	signage	signage	NOUN
esutjss-282	360	22	,	,	PUNCT
esutjss-282	360	23	lighting	lighting	NOUN
esutjss-282	360	24	,	,	PUNCT
esutjss-282	360	25	drainage	drainage	NOUN
esutjss-282	360	26	,	,	PUNCT
esutjss-282	360	27	intersections	intersection	NOUN
esutjss-282	360	28	,	,	PUNCT
esutjss-282	360	29	traffic	traffic	NOUN
esutjss-282	360	30	calming	calm	VERB
esutjss-282	360	31	measures	measure	NOUN
esutjss-282	360	32	,	,	PUNCT
esutjss-282	360	33	on	on	ADP
esutjss-282	360	34	a	a	DET
esutjss-282	360	35	likert	likert	ADJ
esutjss-282	360	36	scale	scale	NOUN
esutjss-282	360	37	)	)	PUNCT
esutjss-282	360	38	,	,	PUNCT
esutjss-282	360	39	and	and	CCONJ
esutjss-282	360	40	motor	motor	NOUN
esutjss-282	360	41	insurance	insurance	NOUN
esutjss-282	360	42	claim	claim	NOUN
esutjss-282	360	43	experiences	experience	NOUN
esutjss-282	360	44	(	(	PUNCT
esutjss-282	360	45	frequency	frequency	NOUN
esutjss-282	360	46	,	,	PUNCT
esutjss-282	360	47	perception	perception	NOUN
esutjss-282	360	48	of	of	ADP
esutjss-282	360	49	the	the	DET
esutjss-282	360	50	cause	cause	NOUN
esutjss-282	360	51	attributable	attributable	ADJ
esutjss-282	360	52	to	to	ADP
esutjss-282	360	53	road	road	NOUN
esutjss-282	360	54	condition	condition	NOUN
esutjss-282	360	55	and	and	CCONJ
esutjss-282	360	56	cost	cost	NOUN
esutjss-282	360	57	/	/	SYM
esutjss-282	360	58	severity	severity	NOUN
esutjss-282	360	59	)	)	PUNCT
esutjss-282	360	60	.	.	PUNCT
esutjss-282	361	1	it	it	PRON
esutjss-282	361	2	also	also	ADV
esutjss-282	361	3	included	include	VERB
esutjss-282	361	4	questions	question	NOUN
esutjss-282	361	5	concerning	concern	VERB
esutjss-282	361	6	driving	driving	NOUN
esutjss-282	361	7	behaviors	behavior	NOUN
esutjss-282	361	8	,	,	PUNCT
esutjss-282	361	9	type	type	NOUN
esutjss-282	361	10	of	of	ADP
esutjss-282	361	11	the	the	DET
esutjss-282	361	12	car	car	NOUN
esutjss-282	361	13	and	and	CCONJ
esutjss-282	361	14	exposure	exposure	NOUN
esutjss-282	361	15	to	to	ADP
esutjss-282	361	16	varied	varied	ADJ
esutjss-282	361	17	conditions	condition	NOUN
esutjss-282	361	18	on	on	ADP
esutjss-282	361	19	the	the	DET
esutjss-282	361	20	road	road	NOUN
esutjss-282	361	21	.	.	PUNCT
esutjss-282	362	1	secondary	secondary	ADJ
esutjss-282	362	2	data	datum	NOUN
esutjss-282	362	3	included	include	VERB
esutjss-282	362	4	past	past	ADP
esutjss-282	362	5	data	datum	NOUN
esutjss-282	362	6	on	on	ADP
esutjss-282	362	7	motor	motor	NOUN
esutjss-282	362	8	insurance	insurance	NOUN
esutjss-282	362	9	claims	claim	NOUN
esutjss-282	362	10	(	(	PUNCT
esutjss-282	362	11	frequency	frequency	NOUN
esutjss-282	362	12	and	and	CCONJ
esutjss-282	362	13	cost	cost	NOUN
esutjss-282	362	14	/	/	SYM
esutjss-282	362	15	severity	severity	NOUN
esutjss-282	362	16	)	)	PUNCT
esutjss-282	362	17	of	of	ADP
esutjss-282	362	18	selected	select	VERB
esutjss-282	362	19	insurance	insurance	NOUN
esutjss-282	362	20	companies	company	NOUN
esutjss-282	362	21	broken	break	VERB
esutjss-282	362	22	down	down	ADP
esutjss-282	362	23	by	by	ADP
esutjss-282	362	24	possible	possible	ADJ
esutjss-282	362	25	links	link	NOUN
esutjss-282	362	26	to	to	ADP
esutjss-282	362	27	specific	specific	ADJ
esutjss-282	362	28	road	road	NOUN
esutjss-282	362	29	conditions	condition	NOUN
esutjss-282	362	30	or	or	CCONJ
esutjss-282	362	31	geographical	geographical	ADJ
esutjss-282	362	32	localities	locality	NOUN
esutjss-282	362	33	.	.	PUNCT
esutjss-282	363	1	the	the	DET
esutjss-282	363	2	condition	condition	NOUN
esutjss-282	363	3	of	of	ADP
esutjss-282	363	4	roads	road	NOUN
esutjss-282	363	5	,	,	PUNCT
esutjss-282	363	6	maintenance	maintenance	NOUN
esutjss-282	363	7	progress	progress	NOUN
esutjss-282	363	8	,	,	PUNCT
esutjss-282	363	9	and	and	CCONJ
esutjss-282	363	10	the	the	DET
esutjss-282	363	11	advancing	advancing	NOUN
esutjss-282	363	12	of	of	ADP
esutjss-282	363	13	the	the	DET
esutjss-282	363	14	infrastructures	infrastructure	NOUN
esutjss-282	363	15	in	in	ADP
esutjss-282	363	16	different	different	ADJ
esutjss-282	363	17	lgas	lgas	NOUN
esutjss-282	363	18	within	within	ADP
esutjss-282	363	19	lagos	lagos	NOUN
esutjss-282	363	20	state	state	NOUN
esutjss-282	363	21	was	be	AUX
esutjss-282	363	22	obtained	obtain	VERB
esutjss-282	363	23	between	between	ADP
esutjss-282	363	24	corresponding	correspond	VERB
esutjss-282	363	25	government	government	NOUN
esutjss-282	363	26	agencies	agency	NOUN
esutjss-282	363	27	and	and	CCONJ
esutjss-282	363	28	verified	verify	VERB
esutjss-282	363	29	by	by	ADP
esutjss-282	363	30	the	the	DET
esutjss-282	363	31	use	use	NOUN
esutjss-282	363	32	of	of	ADP
esutjss-282	363	33	authoritative	authoritative	ADJ
esutjss-282	363	34	reports	report	NOUN
esutjss-282	363	35	.	.	PUNCT
esutjss-282	364	1	analysis	analysis	NOUN
esutjss-282	364	2	of	of	ADP
esutjss-282	364	3	the	the	DET
esutjss-282	364	4	data	datum	NOUN
esutjss-282	364	5	was	be	AUX
esutjss-282	364	6	conducted	conduct	VERB
esutjss-282	364	7	through	through	ADP
esutjss-282	364	8	use	use	NOUN
esutjss-282	364	9	of	of	ADP
esutjss-282	364	10	descriptive	descriptive	ADJ
esutjss-282	364	11	and	and	CCONJ
esutjss-282	364	12	inferential	inferential	ADJ
esutjss-282	364	13	statistics	statistic	NOUN
esutjss-282	364	14	with	with	ADP
esutjss-282	364	15	spss	spss	ADJ
esutjss-282	364	16	statistical	statistical	ADJ
esutjss-282	364	17	software	software	NOUN
esutjss-282	364	18	.	.	PUNCT
esutjss-282	365	1	demographics	demographic	NOUN
esutjss-282	365	2	and	and	CCONJ
esutjss-282	365	3	variable	variable	ADJ
esutjss-282	365	4	prevalence	prevalence	NOUN
esutjss-282	365	5	were	be	AUX
esutjss-282	365	6	summarized	summarize	VERB
esutjss-282	365	7	using	use	VERB
esutjss-282	365	8	descriptive	descriptive	ADJ
esutjss-282	365	9	statistics	statistic	NOUN
esutjss-282	365	10	such	such	ADJ
esutjss-282	365	11	as	as	ADP
esutjss-282	365	12	frequency	frequency	NOUN
esutjss-282	365	13	distributions	distribution	NOUN
esutjss-282	365	14	,	,	PUNCT
esutjss-282	365	15	percentages	percentage	NOUN
esutjss-282	365	16	,	,	PUNCT
esutjss-282	365	17	means	mean	NOUN
esutjss-282	365	18	,	,	PUNCT
esutjss-282	365	19	and	and	CCONJ
esutjss-282	365	20	standard	standard	ADJ
esutjss-282	365	21	deviations	deviation	NOUN
esutjss-282	365	22	.	.	PUNCT
esutjss-282	366	1	inferential	inferential	ADJ
esutjss-282	366	2	statistics	statistic	NOUN
esutjss-282	366	3	here	here	ADV
esutjss-282	366	4	mostly	mostly	ADV
esutjss-282	366	5	consisted	consist	VERB
esutjss-282	366	6	in	in	ADP
esutjss-282	366	7	multiple	multiple	ADJ
esutjss-282	366	8	regression	regression	NOUN
esutjss-282	366	9	analysis	analysis	NOUN
esutjss-282	366	10	to	to	ADP
esutjss-282	366	11	test	test	NOUN
esutjss-282	366	12	hypothesis	hypothesis	NOUN
esutjss-282	366	13	.	.	PUNCT
esutjss-282	367	1	220	220	NUM
esutjss-282	367	2	result	result	NOUN
esutjss-282	367	3	and	and	CCONJ
esutjss-282	367	4	discussion	discussion	NOUN
esutjss-282	367	5	h₀₁	h₀₁	NOUN
esutjss-282	367	6	:	:	PUNCT
esutjss-282	367	7	there	there	PRON
esutjss-282	367	8	is	be	VERB
esutjss-282	367	9	no	no	DET
esutjss-282	367	10	significant	significant	ADJ
esutjss-282	367	11	relationship	relationship	NOUN
esutjss-282	367	12	between	between	ADP
esutjss-282	367	13	specific	specific	ADJ
esutjss-282	367	14	road	road	NOUN
esutjss-282	367	15	infrastructure	infrastructure	NOUN
esutjss-282	367	16	deficiencies	deficiency	NOUN
esutjss-282	367	17	and	and	CCONJ
esutjss-282	367	18	the	the	DET
esutjss-282	367	19	frequency	frequency	NOUN
esutjss-282	367	20	of	of	ADP
esutjss-282	367	21	motor	motor	NOUN
esutjss-282	367	22	insurance	insurance	NOUN
esutjss-282	367	23	claims	claim	NOUN
esutjss-282	367	24	in	in	ADP
esutjss-282	367	25	nigeria	nigeria	PROPN
esutjss-282	367	26	.	.	PUNCT
esutjss-282	368	1	model	model	NOUN
esutjss-282	368	2	summary	summary	NOUN
esutjss-282	368	3	r	r	NOUN
esutjss-282	368	4	r	r	NOUN
esutjss-282	368	5	square	square	ADJ
esutjss-282	368	6	adjusted	adjust	VERB
esutjss-282	368	7	r	r	NOUN
esutjss-282	368	8	square	square	ADJ
esutjss-282	368	9	std	std	NOUN
esutjss-282	368	10	.	.	PUNCT
esutjss-282	369	1	error	error	NOUN
esutjss-282	369	2	of	of	ADP
esutjss-282	369	3	the	the	DET
esutjss-282	369	4	estimate	estimate	NOUN
esutjss-282	369	5	0.63	0.63	NUM
esutjss-282	369	6	0.397	0.397	NUM
esutjss-282	369	7	0.382	0.382	NUM
esutjss-282	369	8	932.1	932.1	NUM
esutjss-282	369	9	anova	anova	PROPN
esutjss-282	369	10	table	table	NOUN
esutjss-282	369	11	source	source	NOUN
esutjss-282	369	12	sum	sum	NOUN
esutjss-282	369	13	of	of	ADP
esutjss-282	369	14	squares	square	NOUN
esutjss-282	369	15	df	df	PROPN
esutjss-282	369	16	mean	mean	PROPN
esutjss-282	369	17	square	square	PROPN
esutjss-282	369	18	f	f	PROPN
esutjss-282	369	19	sig	sig	PROPN
esutjss-282	369	20	.	.	PUNCT
esutjss-282	370	1	regression	regression	VERB
esutjss-282	370	2	45,200,000	45,200,000	NUM
esutjss-282	370	3	6	6	NUM
esutjss-282	370	4	7,533,333	7,533,333	NUM
esutjss-282	370	5	86.21	86.21	NUM
esutjss-282	370	6	.000	.000	NUM
esutjss-282	370	7	residual	residual	ADJ
esutjss-282	370	8	68,400,000	68,400,000	NUM
esutjss-282	370	9	316	316	NUM
esutjss-282	370	10	216,455	216,455	NUM
esutjss-282	370	11	total	total	NOUN
esutjss-282	370	12	113,600,000	113,600,000	NUM
esutjss-282	370	13	322	322	NUM
esutjss-282	370	14	coefficients	coefficient	NOUN
esutjss-282	370	15	table	table	NOUN
esutjss-282	370	16	variable	variable	ADJ
esutjss-282	370	17	unstandardized	unstandardized	ADJ
esutjss-282	370	18	coefficients	coefficient	NOUN
esutjss-282	370	19	b	b	PRON
esutjss-282	370	20	std	std	NOUN
esutjss-282	370	21	.	.	NOUN
esutjss-282	370	22	error	error	NOUN
esutjss-282	370	23	beta	beta	PROPN
esutjss-282	370	24	t	t	PROPN
esutjss-282	370	25	sig	sig	PROPN
esutjss-282	370	26	.	.	PUNCT
esutjss-282	371	1	(	(	PUNCT
esutjss-282	371	2	constant	constant	ADJ
esutjss-282	371	3	)	)	PUNCT
esutjss-282	371	4	4800.00	4800.00	NUM
esutjss-282	371	5	210.00	210.00	NUM
esutjss-282	371	6	22.86	22.86	NUM
esutjss-282	371	7	.000	.000	NUM
esutjss-282	371	8	potholes	pothole	NOUN
esutjss-282	371	9	120.00	120.00	NUM
esutjss-282	371	10	32.00	32.00	NUM
esutjss-282	371	11	0.14	0.14	NUM
esutjss-282	371	12	3.75	3.75	NUM
esutjss-282	371	13	.000	.000	NUM
esutjss-282	371	14	signage	signage	NOUN
esutjss-282	371	15	85.00	85.00	NUM
esutjss-282	371	16	28.00	28.00	NUM
esutjss-282	371	17	0.12	0.12	NUM
esutjss-282	371	18	3.04	3.04	NUM
esutjss-282	371	19	.003	.003	NUM
esutjss-282	371	20	lighting	lighting	NOUN
esutjss-282	371	21	-50.00	-50.00	PUNCT
esutjss-282	371	22	25.00	25.00	NUM
esutjss-282	371	23	-0.09	-0.09	NUM
esutjss-282	371	24	-2.00	-2.00	NUM
esutjss-282	371	25	.046	.046	NUM
esutjss-282	371	26	drainage	drainage	NOUN
esutjss-282	371	27	-301.00	-301.00	PROPN
esutjss-282	371	28	41.00	41.00	NUM
esutjss-282	371	29	-0.301	-0.301	SYM
esutjss-282	371	30	-7.34	-7.34	NUM
esutjss-282	371	31	.000	.000	NUM
esutjss-282	371	32	intersections	intersection	NOUN
esutjss-282	371	33	67.00	67.00	NUM
esutjss-282	371	34	29.00	29.00	NUM
esutjss-282	371	35	0.11	0.11	NUM
esutjss-282	371	36	2.31	2.31	NUM
esutjss-282	371	37	.021	.021	NUM
esutjss-282	371	38	calming	calm	VERB
esutjss-282	371	39	-95.00	-95.00	PROPN
esutjss-282	371	40	35.00	35.00	NUM
esutjss-282	371	41	-0.13	-0.13	NUM
esutjss-282	371	42	-2.71	-2.71	NUM
esutjss-282	371	43	.007	.007	NUM
esutjss-282	371	44	the	the	DET
esutjss-282	371	45	model	model	NOUN
esutjss-282	371	46	summary	summary	NOUN
esutjss-282	371	47	table	table	NOUN
esutjss-282	371	48	indicates	indicate	VERB
esutjss-282	371	49	an	an	DET
esutjss-282	371	50	r	r	NOUN
esutjss-282	371	51	of	of	ADP
esutjss-282	371	52	0.63	0.63	NUM
esutjss-282	371	53	,	,	PUNCT
esutjss-282	371	54	which	which	PRON
esutjss-282	371	55	implies	imply	VERB
esutjss-282	371	56	that	that	SCONJ
esutjss-282	371	57	there	there	PRON
esutjss-282	371	58	is	be	VERB
esutjss-282	371	59	a	a	DET
esutjss-282	371	60	moderate	moderate	ADJ
esutjss-282	371	61	strength	strength	NOUN
esutjss-282	371	62	of	of	ADP
esutjss-282	371	63	positive	positive	ADJ
esutjss-282	371	64	correlation	correlation	NOUN
esutjss-282	371	65	between	between	ADP
esutjss-282	371	66	the	the	DET
esutjss-282	371	67	combination	combination	NOUN
esutjss-282	371	68	of	of	ADP
esutjss-282	371	69	the	the	DET
esutjss-282	371	70	ten	ten	NUM
esutjss-282	371	71	elements	element	NOUN
esutjss-282	371	72	of	of	ADP
esutjss-282	371	73	road	road	NOUN
esutjss-282	371	74	infrastructure	infrastructure	NOUN
esutjss-282	371	75	deficiencies	deficiency	NOUN
esutjss-282	371	76	and	and	CCONJ
esutjss-282	371	77	a	a	DET
esutjss-282	371	78	high	high	ADJ
esutjss-282	371	79	rate	rate	NOUN
esutjss-282	371	80	of	of	ADP
esutjss-282	371	81	motor	motor	NOUN
esutjss-282	371	82	insurance	insurance	NOUN
esutjss-282	371	83	claims	claim	NOUN
esutjss-282	371	84	.	.	PUNCT
esutjss-282	372	1	the	the	DET
esutjss-282	372	2	value	value	NOUN
esutjss-282	372	3	of	of	ADP
esutjss-282	372	4	r	r	NOUN
esutjss-282	372	5	square	square	NOUN
esutjss-282	372	6	0.397	0.397	NUM
esutjss-282	372	7	implies	imply	VERB
esutjss-282	372	8	that	that	SCONJ
esutjss-282	372	9	the	the	DET
esutjss-282	372	10	road	road	NOUN
esutjss-282	372	11	infrastructure	infrastructure	NOUN
esutjss-282	372	12	elements	element	NOUN
esutjss-282	372	13	in	in	ADP
esutjss-282	372	14	the	the	DET
esutjss-282	372	15	model	model	NOUN
esutjss-282	372	16	may	may	AUX
esutjss-282	372	17	be	be	AUX
esutjss-282	372	18	used	use	VERB
esutjss-282	372	19	to	to	PART
esutjss-282	372	20	explain	explain	VERB
esutjss-282	372	21	about	about	ADV
esutjss-282	372	22	39.7	39.7	NUM
esutjss-282	372	23	%	%	NOUN
esutjss-282	372	24	of	of	ADP
esutjss-282	372	25	the	the	DET
esutjss-282	372	26	difference	difference	NOUN
esutjss-282	372	27	in	in	ADP
esutjss-282	372	28	motor	motor	NOUN
esutjss-282	372	29	insurance	insurance	NOUN
esutjss-282	372	30	claims	claim	NOUN
esutjss-282	372	31	.	.	PUNCT
esutjss-282	373	1	the	the	DET
esutjss-282	373	2	coefficient	coefficient	NOUN
esutjss-282	373	3	0.382	0.382	NUM
esutjss-282	373	4	of	of	ADP
esutjss-282	373	5	adjusted	adjust	VERB
esutjss-282	373	6	r	r	NOUN
esutjss-282	373	7	square	square	NOUN
esutjss-282	373	8	is	be	AUX
esutjss-282	373	9	slightly	slightly	ADV
esutjss-282	373	10	low	low	ADJ
esutjss-282	373	11	indicating	indicate	VERB
esutjss-282	373	12	that	that	SCONJ
esutjss-282	373	13	the	the	DET
esutjss-282	373	14	model	model	NOUN
esutjss-282	373	15	shows	show	VERB
esutjss-282	373	16	good	good	ADJ
esutjss-282	373	17	explanatory	explanatory	ADJ
esutjss-282	373	18	value	value	NOUN
esutjss-282	373	19	even	even	ADV
esutjss-282	373	20	after	after	ADP
esutjss-282	373	21	regulating	regulate	VERB
esutjss-282	373	22	the	the	DET
esutjss-282	373	23	variables	variable	NOUN
esutjss-282	373	24	used	use	VERB
esutjss-282	373	25	.	.	PUNCT
esutjss-282	374	1	standard	standard	ADJ
esutjss-282	374	2	error	error	NOUN
esutjss-282	374	3	of	of	ADP
esutjss-282	374	4	the	the	DET
esutjss-282	374	5	estimate	estimate	NOUN
esutjss-282	374	6	,	,	PUNCT
esutjss-282	374	7	932.1	932.1	NUM
esutjss-282	374	8	,	,	PUNCT
esutjss-282	374	9	reflects	reflect	VERB
esutjss-282	374	10	the	the	DET
esutjss-282	374	11	average	average	ADJ
esutjss-282	374	12	departure	departure	NOUN
esutjss-282	374	13	of	of	ADP
esutjss-282	374	14	the	the	DET
esutjss-282	374	15	estimated	estimate	VERB
esutjss-282	374	16	claim	claim	NOUN
esutjss-282	374	17	frequency	frequency	NOUN
esutjss-282	374	18	to	to	ADP
esutjss-282	374	19	the	the	DET
esutjss-282	374	20	actual	actual	ADJ
esutjss-282	374	21	figures	figure	NOUN
esutjss-282	374	22	.	.	PUNCT
esutjss-282	375	1	221	221	NUM
esutjss-282	375	2	the	the	DET
esutjss-282	375	3	overall	overall	ADJ
esutjss-282	375	4	significance	significance	NOUN
esutjss-282	375	5	of	of	ADP
esutjss-282	375	6	the	the	DET
esutjss-282	375	7	model	model	NOUN
esutjss-282	375	8	is	be	AUX
esutjss-282	375	9	supported	support	VERB
esutjss-282	375	10	by	by	ADP
esutjss-282	375	11	the	the	DET
esutjss-282	375	12	anova	anova	PROPN
esutjss-282	375	13	table	table	NOUN
esutjss-282	375	14	.	.	PUNCT
esutjss-282	376	1	the	the	DET
esutjss-282	376	2	f	f	NOUN
esutjss-282	376	3	-	-	PUNCT
esutjss-282	376	4	statistic	statistic	NOUN
esutjss-282	376	5	has	have	VERB
esutjss-282	376	6	a	a	DET
esutjss-282	376	7	value	value	NOUN
esutjss-282	376	8	of	of	ADP
esutjss-282	376	9	86.21	86.21	NUM
esutjss-282	376	10	with	with	ADP
esutjss-282	376	11	p	p	NOUN
esutjss-282	376	12	-	-	PUNCT
esutjss-282	376	13	value	value	NOUN
esutjss-282	376	14	=	=	NOUN
esutjss-282	376	15	.000	.000	NUM
esutjss-282	376	16	implying	imply	VERB
esutjss-282	376	17	that	that	SCONJ
esutjss-282	376	18	the	the	DET
esutjss-282	376	19	model	model	NOUN
esutjss-282	376	20	is	be	AUX
esutjss-282	376	21	statistically	statistically	ADV
esutjss-282	376	22	significant	significant	ADJ
esutjss-282	376	23	at	at	ADP
esutjss-282	376	24	the	the	DET
esutjss-282	376	25	0.01	0.01	NUM
esutjss-282	376	26	level	level	NOUN
esutjss-282	376	27	.	.	PUNCT
esutjss-282	377	1	this	this	PRON
esutjss-282	377	2	affirms	affirm	VERB
esutjss-282	377	3	that	that	SCONJ
esutjss-282	377	4	there	there	PRON
esutjss-282	377	5	is	be	VERB
esutjss-282	377	6	a	a	DET
esutjss-282	377	7	significant	significant	ADJ
esutjss-282	377	8	effect	effect	NOUN
esutjss-282	377	9	of	of	ADP
esutjss-282	377	10	all	all	DET
esutjss-282	377	11	the	the	DET
esutjss-282	377	12	deficiencies	deficiency	NOUN
esutjss-282	377	13	in	in	ADP
esutjss-282	377	14	the	the	DET
esutjss-282	377	15	road	road	NOUN
esutjss-282	377	16	infrastructure	infrastructure	NOUN
esutjss-282	377	17	on	on	ADP
esutjss-282	377	18	the	the	DET
esutjss-282	377	19	variance	variance	NOUN
esutjss-282	377	20	in	in	ADP
esutjss-282	377	21	the	the	DET
esutjss-282	377	22	frequency	frequency	NOUN
esutjss-282	377	23	of	of	ADP
esutjss-282	377	24	insurance	insurance	NOUN
esutjss-282	377	25	claims	claim	NOUN
esutjss-282	377	26	.	.	PUNCT
esutjss-282	378	1	therefore	therefore	ADV
esutjss-282	378	2	,	,	PUNCT
esutjss-282	378	3	the	the	DET
esutjss-282	378	4	null	null	ADJ
esutjss-282	378	5	hypothesis	hypothesis	NOUN
esutjss-282	378	6	(	(	PUNCT
esutjss-282	378	7	h	h	NOUN
esutjss-282	378	8	0	0	NUM
esutjss-282	378	9	1	1	NUM
esutjss-282	378	10	)	)	PUNCT
esutjss-282	378	11	could	could	AUX
esutjss-282	378	12	be	be	AUX
esutjss-282	378	13	rejected	reject	VERB
esutjss-282	378	14	.	.	PUNCT
esutjss-282	379	1	the	the	DET
esutjss-282	379	2	table	table	NOUN
esutjss-282	379	3	of	of	ADP
esutjss-282	379	4	coefficients	coefficient	NOUN
esutjss-282	379	5	gives	give	VERB
esutjss-282	379	6	data	datum	NOUN
esutjss-282	379	7	on	on	ADP
esutjss-282	379	8	the	the	DET
esutjss-282	379	9	individual	individual	ADJ
esutjss-282	379	10	contribution	contribution	NOUN
esutjss-282	379	11	and	and	CCONJ
esutjss-282	379	12	direction	direction	NOUN
esutjss-282	379	13	of	of	ADP
esutjss-282	379	14	each	each	PRON
esutjss-282	379	15	of	of	ADP
esutjss-282	379	16	the	the	DET
esutjss-282	379	17	infrastructure	infrastructure	NOUN
esutjss-282	379	18	deficiency	deficiency	NOUN
esutjss-282	379	19	variables	variable	NOUN
esutjss-282	379	20	.	.	PUNCT
esutjss-282	380	1	the	the	DET
esutjss-282	380	2	impact	impact	NOUN
esutjss-282	380	3	of	of	ADP
esutjss-282	380	4	potholes	pothole	NOUN
esutjss-282	380	5	on	on	ADP
esutjss-282	380	6	insurance	insurance	NOUN
esutjss-282	380	7	claims	claim	NOUN
esutjss-282	380	8	is	be	AUX
esutjss-282	380	9	positive	positive	ADJ
esutjss-282	380	10	and	and	CCONJ
esutjss-282	380	11	statistically	statistically	ADV
esutjss-282	380	12	significant	significant	ADJ
esutjss-282	380	13	(	(	PUNCT
esutjss-282	380	14	b	b	NOUN
esutjss-282	380	15	=	=	SYM
esutjss-282	380	16	120.00	120.00	NUM
esutjss-282	380	17	,	,	PUNCT
esutjss-282	380	18	p	p	X
esutjss-282	380	19	=	=	NOUN
esutjss-282	380	20	.000	.000	NUM
esutjss-282	380	21	)	)	PUNCT
esutjss-282	380	22	.	.	PUNCT
esutjss-282	381	1	this	this	PRON
esutjss-282	381	2	implies	imply	VERB
esutjss-282	381	3	that	that	SCONJ
esutjss-282	381	4	the	the	DET
esutjss-282	381	5	severity	severity	NOUN
esutjss-282	381	6	or	or	CCONJ
esutjss-282	381	7	frequency	frequency	NOUN
esutjss-282	381	8	of	of	ADP
esutjss-282	381	9	the	the	DET
esutjss-282	381	10	potholes	pothole	NOUN
esutjss-282	381	11	determines	determine	VERB
esutjss-282	381	12	the	the	DET
esutjss-282	381	13	level	level	NOUN
esutjss-282	381	14	of	of	ADP
esutjss-282	381	15	insurance	insurance	NOUN
esutjss-282	381	16	claim	claim	NOUN
esutjss-282	381	17	.	.	PUNCT
esutjss-282	382	1	there	there	PRON
esutjss-282	382	2	is	be	VERB
esutjss-282	382	3	a	a	DET
esutjss-282	382	4	moderate	moderate	ADJ
esutjss-282	382	5	effect	effect	NOUN
esutjss-282	382	6	size	size	NOUN
esutjss-282	382	7	,	,	PUNCT
esutjss-282	382	8	as	as	SCONJ
esutjss-282	382	9	standardized	standardized	ADJ
esutjss-282	382	10	beta	beta	ADJ
esutjss-282	382	11	coefficient	coefficient	NOUN
esutjss-282	382	12	(	(	PUNCT
esutjss-282	382	13	0.14	0.14	NUM
esutjss-282	382	14	)	)	PUNCT
esutjss-282	382	15	affirms	affirm	VERB
esutjss-282	382	16	it	it	PRON
esutjss-282	382	17	.	.	PUNCT
esutjss-282	383	1	signage	signage	NOUN
esutjss-282	383	2	deficiency	deficiency	NOUN
esutjss-282	383	3	also	also	ADV
esutjss-282	383	4	presents	present	VERB
esutjss-282	383	5	a	a	DET
esutjss-282	383	6	positive	positive	ADJ
esutjss-282	383	7	and	and	CCONJ
esutjss-282	383	8	significant	significant	ADJ
esutjss-282	383	9	result	result	NOUN
esutjss-282	383	10	(	(	PUNCT
esutjss-282	383	11	b	b	NOUN
esutjss-282	383	12	=	=	SYM
esutjss-282	383	13	85.00	85.00	NUM
esutjss-282	383	14	,	,	PUNCT
esutjss-282	383	15	p	p	X
esutjss-282	383	16	=	=	NOUN
esutjss-282	383	17	.003	.003	NUM
esutjss-282	383	18	)	)	PUNCT
esutjss-282	383	19	,	,	PUNCT
esutjss-282	383	20	which	which	PRON
esutjss-282	383	21	means	mean	VERB
esutjss-282	383	22	that	that	SCONJ
esutjss-282	383	23	inadequate	inadequate	ADJ
esutjss-282	383	24	road	road	NOUN
esutjss-282	383	25	signs	sign	NOUN
esutjss-282	383	26	are	be	AUX
esutjss-282	383	27	linked	link	VERB
esutjss-282	383	28	to	to	ADP
esutjss-282	383	29	increaseing	increase	VERB
esutjss-282	383	30	motor	motor	NOUN
esutjss-282	383	31	insurance	insurance	NOUN
esutjss-282	383	32	claims	claim	NOUN
esutjss-282	383	33	.	.	PUNCT
esutjss-282	384	1	lighting	lighting	NOUN
esutjss-282	384	2	is	be	AUX
esutjss-282	384	3	negatively	negatively	ADV
esutjss-282	384	4	related	relate	VERB
esutjss-282	384	5	but	but	CCONJ
esutjss-282	384	6	significantly	significantly	ADV
esutjss-282	384	7	related	relate	VERB
esutjss-282	384	8	with	with	ADP
esutjss-282	384	9	coefficient	coefficient	NOUN
esutjss-282	384	10	b	b	PROPN
esutjss-282	384	11	of	of	ADP
esutjss-282	384	12	-50.00	-50.00	PUNCT
esutjss-282	384	13	with	with	ADP
esutjss-282	384	14	p	p	NOUN
esutjss-282	384	15	=	=	SYM
esutjss-282	384	16	.046	.046	NUM
esutjss-282	384	17	implying	imply	VERB
esutjss-282	384	18	that	that	SCONJ
esutjss-282	384	19	,	,	PUNCT
esutjss-282	384	20	the	the	PRON
esutjss-282	384	21	less	less	ADJ
esutjss-282	384	22	the	the	DET
esutjss-282	384	23	street	street	NOUN
esutjss-282	384	24	lighting	lighting	NOUN
esutjss-282	384	25	is	be	AUX
esutjss-282	384	26	good	good	ADJ
esutjss-282	384	27	or	or	CCONJ
esutjss-282	384	28	absent	absent	ADJ
esutjss-282	384	29	,	,	PUNCT
esutjss-282	384	30	the	the	PRON
esutjss-282	384	31	less	less	ADJ
esutjss-282	384	32	the	the	DET
esutjss-282	384	33	claims	claim	NOUN
esutjss-282	384	34	the	the	DET
esutjss-282	384	35	model	model	NOUN
esutjss-282	384	36	has	have	VERB
esutjss-282	384	37	.	.	PUNCT
esutjss-282	385	1	this	this	PRON
esutjss-282	385	2	could	could	AUX
esutjss-282	385	3	however	however	ADV
esutjss-282	385	4	be	be	AUX
esutjss-282	385	5	an	an	DET
esutjss-282	385	6	indication	indication	NOUN
esutjss-282	385	7	of	of	ADP
esutjss-282	385	8	intricate	intricate	ADJ
esutjss-282	385	9	confounding	confound	VERB
esutjss-282	385	10	factors	factor	NOUN
esutjss-282	385	11	,	,	PUNCT
esutjss-282	385	12	like	like	ADP
esutjss-282	385	13	diminished	diminish	VERB
esutjss-282	385	14	traffic	traffic	NOUN
esutjss-282	385	15	at	at	ADP
esutjss-282	385	16	night	night	NOUN
esutjss-282	385	17	or	or	CCONJ
esutjss-282	385	18	under	under	ADP
esutjss-282	385	19	reporting	reporting	NOUN
esutjss-282	385	20	.	.	PUNCT
esutjss-282	386	1	the	the	DET
esutjss-282	386	2	quality	quality	NOUN
esutjss-282	386	3	of	of	ADP
esutjss-282	386	4	drainage	drainage	NOUN
esutjss-282	386	5	has	have	VERB
esutjss-282	386	6	the	the	DET
esutjss-282	386	7	most	most	ADV
esutjss-282	386	8	significant	significant	ADJ
esutjss-282	386	9	negative	negative	ADJ
esutjss-282	386	10	impact	impact	NOUN
esutjss-282	386	11	(	(	PUNCT
esutjss-282	386	12	b	b	NOUN
esutjss-282	386	13	=	=	SYM
esutjss-282	386	14	-301.00	-301.00	PROPN
esutjss-282	386	15	,	,	PUNCT
esutjss-282	386	16	p	p	NOUN
esutjss-282	386	17	=	=	NOUN
esutjss-282	386	18	.000	.000	NUM
esutjss-282	386	19	)	)	PUNCT
esutjss-282	386	20	,	,	PUNCT
esutjss-282	386	21	which	which	PRON
esutjss-282	386	22	implies	imply	VERB
esutjss-282	386	23	that	that	SCONJ
esutjss-282	386	24	the	the	PRON
esutjss-282	386	25	higher	high	ADJ
esutjss-282	386	26	its	its	PRON
esutjss-282	386	27	quality	quality	NOUN
esutjss-282	386	28	,	,	PUNCT
esutjss-282	386	29	the	the	DET
esutjss-282	386	30	fewer	few	ADJ
esutjss-282	386	31	claims	claim	NOUN
esutjss-282	386	32	are	be	AUX
esutjss-282	386	33	reported	report	VERB
esutjss-282	386	34	.	.	PUNCT
esutjss-282	387	1	it	it	PRON
esutjss-282	387	2	might	might	AUX
esutjss-282	387	3	be	be	AUX
esutjss-282	387	4	because	because	SCONJ
esutjss-282	387	5	there	there	PRON
esutjss-282	387	6	is	be	VERB
esutjss-282	387	7	less	less	ADJ
esutjss-282	387	8	damage	damage	NOUN
esutjss-282	387	9	on	on	ADP
esutjss-282	387	10	road	road	NOUN
esutjss-282	387	11	surfaces	surface	NOUN
esutjss-282	387	12	or	or	CCONJ
esutjss-282	387	13	because	because	SCONJ
esutjss-282	387	14	fewer	few	ADJ
esutjss-282	387	15	accidents	accident	NOUN
esutjss-282	387	16	mean	mean	VERB
esutjss-282	387	17	fewer	few	ADJ
esutjss-282	387	18	losses	loss	NOUN
esutjss-282	387	19	in	in	ADP
esutjss-282	387	20	case	case	NOUN
esutjss-282	387	21	of	of	ADP
esutjss-282	387	22	rain	rain	NOUN
esutjss-282	387	23	.	.	PUNCT
esutjss-282	388	1	there	there	PRON
esutjss-282	388	2	is	be	VERB
esutjss-282	388	3	also	also	ADV
esutjss-282	388	4	a	a	DET
esutjss-282	388	5	positive	positive	ADJ
esutjss-282	388	6	relationship	relationship	NOUN
esutjss-282	388	7	between	between	ADP
esutjss-282	388	8	the	the	DET
esutjss-282	388	9	design	design	NOUN
esutjss-282	388	10	issue	issue	NOUN
esutjss-282	388	11	of	of	ADP
esutjss-282	388	12	intersections	intersection	NOUN
esutjss-282	388	13	and	and	CCONJ
esutjss-282	388	14	the	the	DET
esutjss-282	388	15	insurance	insurance	NOUN
esutjss-282	388	16	claims	claim	NOUN
esutjss-282	388	17	which	which	PRON
esutjss-282	388	18	indicate	indicate	VERB
esutjss-282	388	19	that	that	PRON
esutjss-282	388	20	poorly	poorly	ADV
esutjss-282	388	21	designed	design	VERB
esutjss-282	388	22	or	or	CCONJ
esutjss-282	388	23	congested	congested	ADJ
esutjss-282	388	24	intersection	intersection	NOUN
esutjss-282	388	25	can	can	AUX
esutjss-282	388	26	result	result	VERB
esutjss-282	388	27	in	in	ADP
esutjss-282	388	28	more	more	ADJ
esutjss-282	388	29	accidents	accident	NOUN
esutjss-282	388	30	and	and	CCONJ
esutjss-282	388	31	consequently	consequently	ADV
esutjss-282	388	32	more	more	ADJ
esutjss-282	388	33	claim	claim	NOUN
esutjss-282	388	34	.	.	PUNCT
esutjss-282	389	1	traffic	traffic	NOUN
esutjss-282	389	2	calming	calm	VERB
esutjss-282	389	3	(	(	PUNCT
esutjss-282	389	4	e.g.	e.g.	ADV
esutjss-282	389	5	,	,	PUNCT
esutjss-282	389	6	speed	speed	NOUN
esutjss-282	389	7	bumps	bump	NOUN
esutjss-282	389	8	)	)	PUNCT
esutjss-282	389	9	has	have	VERB
esutjss-282	389	10	a	a	DET
esutjss-282	389	11	negative	negative	ADJ
esutjss-282	389	12	coefficient	coefficient	NOUN
esutjss-282	389	13	(	(	PUNCT
esutjss-282	389	14	b	b	NOUN
esutjss-282	389	15	=	=	SYM
esutjss-282	389	16	-95.00	-95.00	PROPN
esutjss-282	389	17	,	,	PUNCT
esutjss-282	389	18	p	p	NOUN
esutjss-282	389	19	=	=	NOUN
esutjss-282	389	20	.007	.007	NUM
esutjss-282	389	21	)	)	PUNCT
esutjss-282	389	22	which	which	PRON
esutjss-282	389	23	may	may	AUX
esutjss-282	389	24	indicate	indicate	VERB
esutjss-282	389	25	the	the	DET
esutjss-282	389	26	reduced	reduced	ADJ
esutjss-282	389	27	risk	risk	NOUN
esutjss-282	389	28	of	of	ADP
esutjss-282	389	29	accidents	accident	NOUN
esutjss-282	389	30	where	where	SCONJ
esutjss-282	389	31	traffic	traffic	NOUN
esutjss-282	389	32	calming	calm	VERB
esutjss-282	389	33	is	be	AUX
esutjss-282	389	34	in	in	ADP
esutjss-282	389	35	place	place	NOUN
esutjss-282	389	36	.	.	PUNCT
esutjss-282	390	1	overall	overall	ADV
esutjss-282	390	2	,	,	PUNCT
esutjss-282	390	3	the	the	DET
esutjss-282	390	4	findings	finding	NOUN
esutjss-282	390	5	of	of	ADP
esutjss-282	390	6	this	this	DET
esutjss-282	390	7	regression	regression	NOUN
esutjss-282	390	8	study	study	NOUN
esutjss-282	390	9	would	would	AUX
esutjss-282	390	10	strongly	strongly	ADV
esutjss-282	390	11	indicate	indicate	VERB
esutjss-282	390	12	the	the	DET
esutjss-282	390	13	fact	fact	NOUN
esutjss-282	390	14	that	that	SCONJ
esutjss-282	390	15	certain	certain	ADJ
esutjss-282	390	16	problems	problem	NOUN
esutjss-282	390	17	with	with	ADP
esutjss-282	390	18	road	road	NOUN
esutjss-282	390	19	infrastructure	infrastructure	NOUN
esutjss-282	390	20	,	,	PUNCT
esutjss-282	390	21	more	more	ADV
esutjss-282	390	22	precisely	precisely	ADV
esutjss-282	390	23	the	the	DET
esutjss-282	390	24	presence	presence	NOUN
esutjss-282	390	25	of	of	ADP
esutjss-282	390	26	potholes	pothole	NOUN
esutjss-282	390	27	,	,	PUNCT
esutjss-282	390	28	presence	presence	NOUN
esutjss-282	390	29	or	or	CCONJ
esutjss-282	390	30	absence	absence	NOUN
esutjss-282	390	31	of	of	ADP
esutjss-282	390	32	road	road	NOUN
esutjss-282	390	33	signs	sign	NOUN
esutjss-282	390	34	,	,	PUNCT
esutjss-282	390	35	drainage	drainage	NOUN
esutjss-282	390	36	,	,	PUNCT
esutjss-282	390	37	and	and	CCONJ
esutjss-282	390	38	calming	calm	VERB
esutjss-282	390	39	systems	system	NOUN
esutjss-282	390	40	,	,	PUNCT
esutjss-282	390	41	are	be	AUX
esutjss-282	390	42	statistically	statistically	ADV
esutjss-282	390	43	significance	significance	NOUN
esutjss-282	390	44	associated	associate	VERB
esutjss-282	390	45	with	with	ADP
esutjss-282	390	46	limits	limit	NOUN
esutjss-282	390	47	of	of	ADP
esutjss-282	390	48	frequent	frequent	ADJ
esutjss-282	390	49	motor	motor	NOUN
esutjss-282	390	50	insurance	insurance	NOUN
esutjss-282	390	51	claims	claim	NOUN
esutjss-282	390	52	within	within	ADP
esutjss-282	390	53	the	the	DET
esutjss-282	390	54	framework	framework	NOUN
esutjss-282	390	55	of	of	ADP
esutjss-282	390	56	nigerian	nigerian	ADJ
esutjss-282	390	57	motor	motor	NOUN
esutjss-282	390	58	insurance	insurance	NOUN
esutjss-282	390	59	market	market	NOUN
esutjss-282	390	60	.	.	PUNCT
esutjss-282	391	1	h₀₂	h₀₂	NOUN
esutjss-282	391	2	:	:	PUNCT
esutjss-282	391	3	road	road	NOUN
esutjss-282	391	4	infrastructure	infrastructure	NOUN
esutjss-282	391	5	quality	quality	NOUN
esutjss-282	391	6	has	have	VERB
esutjss-282	391	7	no	no	DET
esutjss-282	391	8	significant	significant	ADJ
esutjss-282	391	9	impact	impact	NOUN
esutjss-282	391	10	on	on	ADP
esutjss-282	391	11	the	the	DET
esutjss-282	391	12	severity	severity	NOUN
esutjss-282	391	13	and	and	CCONJ
esutjss-282	391	14	cost	cost	NOUN
esutjss-282	391	15	of	of	ADP
esutjss-282	391	16	motor	motor	NOUN
esutjss-282	391	17	insurance	insurance	NOUN
esutjss-282	391	18	claims	claim	NOUN
esutjss-282	391	19	in	in	ADP
esutjss-282	391	20	nigeria	nigeria	PROPN
esutjss-282	391	21	.	.	PUNCT
esutjss-282	392	1	model	model	NOUN
esutjss-282	392	2	summary	summary	NOUN
esutjss-282	392	3	r	r	NOUN
esutjss-282	392	4	r	r	NOUN
esutjss-282	392	5	square	square	ADJ
esutjss-282	392	6	adjusted	adjust	VERB
esutjss-282	392	7	r	r	NOUN
esutjss-282	392	8	square	square	ADJ
esutjss-282	392	9	std	std	NOUN
esutjss-282	392	10	.	.	PUNCT
esutjss-282	393	1	error	error	NOUN
esutjss-282	393	2	of	of	ADP
esutjss-282	393	3	the	the	DET
esutjss-282	393	4	estimate	estimate	NOUN
esutjss-282	393	5	0.59	0.59	NUM
esutjss-282	393	6	0.348	0.348	NUM
esutjss-282	393	7	0.331	0.331	NUM
esutjss-282	393	8	0.95	0.95	NUM
esutjss-282	393	9	anova	anova	PROPN
esutjss-282	393	10	table	table	NOUN
esutjss-282	393	11	source	source	NOUN
esutjss-282	393	12	sum	sum	NOUN
esutjss-282	393	13	of	of	ADP
esutjss-282	393	14	squares	square	NOUN
esutjss-282	393	15	df	df	PROPN
esutjss-282	393	16	mean	mean	PROPN
esutjss-282	393	17	square	square	PROPN
esutjss-282	393	18	f	f	PROPN
esutjss-282	393	19	sig	sig	PROPN
esutjss-282	393	20	.	.	PUNCT
esutjss-282	394	1	regression	regression	VERB
esutjss-282	394	2	38.60	38.60	NUM
esutjss-282	394	3	6	6	NUM
esutjss-282	394	4	6.43	6.43	NUM
esutjss-282	394	5	71.02	71.02	NUM
esutjss-282	394	6	.000	.000	NUM
esutjss-282	394	7	residual	residual	ADJ
esutjss-282	394	8	72.30	72.30	NUM
esutjss-282	394	9	316	316	NUM
esutjss-282	394	10	0.23	0.23	NUM
esutjss-282	394	11	total	total	NOUN
esutjss-282	394	12	110.90	110.90	NUM
esutjss-282	394	13	322	322	NUM
esutjss-282	394	14	222	222	NUM
esutjss-282	394	15	coefficients	coefficient	NOUN
esutjss-282	394	16	table	table	NOUN
esutjss-282	394	17	variable	variable	NOUN
esutjss-282	394	18	b	b	PROPN
esutjss-282	394	19	std	std	PROPN
esutjss-282	394	20	.	.	NOUN
esutjss-282	394	21	error	error	NOUN
esutjss-282	394	22	beta	beta	PROPN
esutjss-282	394	23	t	t	PROPN
esutjss-282	394	24	sig	sig	PROPN
esutjss-282	394	25	.	.	PUNCT
esutjss-282	395	1	(	(	PUNCT
esutjss-282	395	2	constant	constant	ADJ
esutjss-282	395	3	)	)	PUNCT
esutjss-282	395	4	2.10	2.10	NUM
esutjss-282	395	5	0.10	0.10	NUM
esutjss-282	395	6	21.00	21.00	NUM
esutjss-282	395	7	.000	.000	NUM
esutjss-282	395	8	potholes	pothole	NOUN
esutjss-282	395	9	0.12	0.12	NUM
esutjss-282	395	10	0.03	0.03	NUM
esutjss-282	395	11	0.15	0.15	NUM
esutjss-282	395	12	4.00	4.00	NUM
esutjss-282	395	13	.000	.000	NUM
esutjss-282	395	14	signage	signage	NOUN
esutjss-282	395	15	0.09	0.09	NUM
esutjss-282	395	16	0.03	0.03	NUM
esutjss-282	395	17	0.13	0.13	NUM
esutjss-282	395	18	3.00	3.00	NUM
esutjss-282	395	19	.003	.003	NUM
esutjss-282	395	20	lighting	light	VERB
esutjss-282	395	21	-0.04	-0.04	NUM
esutjss-282	395	22	0.02	0.02	NUM
esutjss-282	395	23	-0.08	-0.08	NUM
esutjss-282	395	24	-1.80	-1.80	ADJ
esutjss-282	395	25	.073	.073	NUM
esutjss-282	395	26	drainage	drainage	NOUN
esutjss-282	395	27	-0.29	-0.29	NOUN
esutjss-282	395	28	0.04	0.04	NUM
esutjss-282	395	29	-0.29	-0.29	NOUN
esutjss-282	395	30	-7.25	-7.25	NUM
esutjss-282	395	31	.000	.000	NUM
esutjss-282	395	32	intersections	intersection	NOUN
esutjss-282	395	33	0.07	0.07	NUM
esutjss-282	395	34	0.03	0.03	NUM
esutjss-282	395	35	0.10	0.10	NUM
esutjss-282	395	36	2.33	2.33	NUM
esutjss-282	395	37	.020	.020	NUM
esutjss-282	395	38	calming	calm	VERB
esutjss-282	395	39	-0.09	-0.09	NUM
esutjss-282	395	40	0.03	0.03	NUM
esutjss-282	395	41	-0.12	-0.12	NUM
esutjss-282	395	42	-2.70	-2.70	NUM
esutjss-282	395	43	.007	.007	NUM
esutjss-282	395	44	model	model	NOUN
esutjss-282	395	45	summary	summary	NOUN
esutjss-282	395	46	indicates	indicate	VERB
esutjss-282	395	47	that	that	SCONJ
esutjss-282	395	48	the	the	DET
esutjss-282	395	49	multiple	multiple	ADJ
esutjss-282	395	50	correlation	correlation	NOUN
esutjss-282	395	51	coefficient	coefficient	NOUN
esutjss-282	395	52	(	(	PUNCT
esutjss-282	395	53	r	r	NOUN
esutjss-282	395	54	)	)	PUNCT
esutjss-282	395	55	is	be	AUX
esutjss-282	395	56	0.59	0.59	NUM
esutjss-282	395	57	,	,	PUNCT
esutjss-282	395	58	meaning	mean	VERB
esutjss-282	395	59	there	there	PRON
esutjss-282	395	60	exists	exist	VERB
esutjss-282	395	61	moderate	moderate	ADJ
esutjss-282	395	62	positive	positive	ADJ
esutjss-282	395	63	correlation	correlation	NOUN
esutjss-282	395	64	between	between	ADP
esutjss-282	395	65	a	a	DET
esutjss-282	395	66	combination	combination	NOUN
esutjss-282	395	67	of	of	ADP
esutjss-282	395	68	road	road	NOUN
esutjss-282	395	69	infrastructure	infrastructure	NOUN
esutjss-282	395	70	quality	quality	NOUN
esutjss-282	395	71	indicators	indicator	NOUN
esutjss-282	395	72	and	and	CCONJ
esutjss-282	395	73	claim	claim	VERB
esutjss-282	395	74	severity	severity	NOUN
esutjss-282	395	75	.	.	PUNCT
esutjss-282	396	1	the	the	DET
esutjss-282	396	2	r	r	NOUN
esutjss-282	396	3	square	square	NOUN
esutjss-282	396	4	of	of	ADP
esutjss-282	396	5	0.348	0.348	NUM
esutjss-282	396	6	indicates	indicate	VERB
esutjss-282	396	7	that	that	SCONJ
esutjss-282	396	8	the	the	DET
esutjss-282	396	9	model	model	NOUN
esutjss-282	396	10	can	can	AUX
esutjss-282	396	11	explain	explain	VERB
esutjss-282	396	12	about	about	ADV
esutjss-282	396	13	34.8	34.8	NUM
esutjss-282	396	14	percent	percent	NOUN
esutjss-282	396	15	of	of	ADP
esutjss-282	396	16	the	the	DET
esutjss-282	396	17	variance	variance	NOUN
esutjss-282	396	18	in	in	ADP
esutjss-282	396	19	insurance	insurance	NOUN
esutjss-282	396	20	claim	claim	NOUN
esutjss-282	396	21	severity	severity	NOUN
esutjss-282	396	22	.	.	PUNCT
esutjss-282	397	1	the	the	DET
esutjss-282	397	2	adjusted	adjust	VERB
esutjss-282	397	3	r	r	NOUN
esutjss-282	397	4	square	square	NOUN
esutjss-282	397	5	which	which	PRON
esutjss-282	397	6	is	be	AUX
esutjss-282	397	7	slightly	slightly	ADV
esutjss-282	397	8	lesser	less	ADJ
esutjss-282	397	9	at	at	ADP
esutjss-282	397	10	0.331	0.331	NUM
esutjss-282	397	11	takes	take	VERB
esutjss-282	397	12	into	into	ADP
esutjss-282	397	13	consideration	consideration	NOUN
esutjss-282	397	14	the	the	DET
esutjss-282	397	15	number	number	NOUN
esutjss-282	397	16	of	of	ADP
esutjss-282	397	17	predictors	predictor	NOUN
esutjss-282	397	18	,	,	PUNCT
esutjss-282	397	19	and	and	CCONJ
esutjss-282	397	20	affirms	affirm	VERB
esutjss-282	397	21	that	that	SCONJ
esutjss-282	397	22	model	model	NOUN
esutjss-282	397	23	is	be	AUX
esutjss-282	397	24	good	good	ADJ
esutjss-282	397	25	in	in	ADP
esutjss-282	397	26	terms	term	NOUN
esutjss-282	397	27	of	of	ADP
esutjss-282	397	28	its	its	PRON
esutjss-282	397	29	explanatory	explanatory	ADJ
esutjss-282	397	30	power	power	NOUN
esutjss-282	397	31	,	,	PUNCT
esutjss-282	397	32	without	without	ADP
esutjss-282	397	33	overfitting	overfitte	VERB
esutjss-282	397	34	.	.	PUNCT
esutjss-282	398	1	the	the	DET
esutjss-282	398	2	standard	standard	ADJ
esutjss-282	398	3	error	error	NOUN
esutjss-282	398	4	of	of	ADP
esutjss-282	398	5	the	the	DET
esutjss-282	398	6	estimate	estimate	NOUN
esutjss-282	398	7	is	be	AUX
esutjss-282	398	8	0.95	0.95	NUM
esutjss-282	398	9	,	,	PUNCT
esutjss-282	398	10	indicative	indicative	ADJ
esutjss-282	398	11	of	of	ADP
esutjss-282	398	12	the	the	DET
esutjss-282	398	13	acceptable	acceptable	ADJ
esutjss-282	398	14	degree	degree	NOUN
esutjss-282	398	15	of	of	ADP
esutjss-282	398	16	accuracy	accuracy	NOUN
esutjss-282	398	17	of	of	ADP
esutjss-282	398	18	prediction	prediction	NOUN
esutjss-282	398	19	considering	consider	VERB
esutjss-282	398	20	the	the	DET
esutjss-282	398	21	magnitude	magnitude	NOUN
esutjss-282	398	22	of	of	ADP
esutjss-282	398	23	the	the	DET
esutjss-282	398	24	dependent	dependent	ADJ
esutjss-282	398	25	variable	variable	NOUN
esutjss-282	398	26	.	.	PUNCT
esutjss-282	399	1	the	the	DET
esutjss-282	399	2	overall	overall	ADJ
esutjss-282	399	3	model	model	NOUN
esutjss-282	399	4	is	be	AUX
esutjss-282	399	5	statistically	statistically	ADV
esutjss-282	399	6	significant	significant	ADJ
esutjss-282	399	7	,	,	PUNCT
esutjss-282	399	8	and	and	CCONJ
esutjss-282	399	9	the	the	DET
esutjss-282	399	10	anova	anova	PROPN
esutjss-282	399	11	table	table	NOUN
esutjss-282	399	12	confirms	confirm	VERB
esutjss-282	399	13	this	this	DET
esutjss-282	399	14	observation	observation	NOUN
esutjss-282	399	15	.	.	PUNCT
esutjss-282	400	1	fstatistic71.02	fstatistic71.02	VERB
esutjss-282	400	2	with	with	ADP
esutjss-282	400	3	p	p	NOUN
esutjss-282	400	4	-	-	PUNCT
esutjss-282	400	5	value	value	NOUN
esutjss-282	400	6	of.000	of.000	NOUN
esutjss-282	400	7	meaning	meaning	NOUN
esutjss-282	400	8	that	that	SCONJ
esutjss-282	400	9	the	the	DET
esutjss-282	400	10	regression	regression	NOUN
esutjss-282	400	11	model	model	NOUN
esutjss-282	400	12	is	be	AUX
esutjss-282	400	13	significant	significant	ADJ
esutjss-282	400	14	in	in	ADP
esutjss-282	400	15	explaining	explain	VERB
esutjss-282	400	16	the	the	DET
esutjss-282	400	17	variance	variance	NOUN
esutjss-282	400	18	in	in	ADP
esutjss-282	400	19	both	both	DET
esutjss-282	400	20	claim	claim	NOUN
esutjss-282	400	21	severity	severity	NOUN
esutjss-282	400	22	and	and	CCONJ
esutjss-282	400	23	costs	cost	NOUN
esutjss-282	400	24	.	.	PUNCT
esutjss-282	401	1	this	this	PRON
esutjss-282	401	2	produces	produce	VERB
esutjss-282	401	3	the	the	DET
esutjss-282	401	4	rejection	rejection	NOUN
esutjss-282	401	5	of	of	ADP
esutjss-282	401	6	the	the	DET
esutjss-282	401	7	null	null	ADJ
esutjss-282	401	8	hypothesis	hypothesis	NOUN
esutjss-282	401	9	(	(	PUNCT
esutjss-282	401	10	h	h	NOUN
esutjss-282	401	11	0	0	NUM
esutjss-282	401	12	2	2	NUM
esutjss-282	401	13	)	)	PUNCT
esutjss-282	401	14	thereby	thereby	ADV
esutjss-282	401	15	showing	show	VERB
esutjss-282	401	16	that	that	DET
esutjss-282	401	17	quality	quality	NOUN
esutjss-282	401	18	of	of	ADP
esutjss-282	401	19	the	the	DET
esutjss-282	401	20	road	road	NOUN
esutjss-282	401	21	infrastructure	infrastructure	NOUN
esutjss-282	401	22	has	have	VERB
esutjss-282	401	23	a	a	DET
esutjss-282	401	24	significant	significant	ADJ
esutjss-282	401	25	effect	effect	NOUN
esutjss-282	401	26	on	on	ADP
esutjss-282	401	27	the	the	DET
esutjss-282	401	28	magnitude	magnitude	NOUN
esutjss-282	401	29	of	of	ADP
esutjss-282	401	30	the	the	DET
esutjss-282	401	31	motor	motor	NOUN
esutjss-282	401	32	insurance	insurance	NOUN
esutjss-282	401	33	claims	claim	VERB
esutjss-282	401	34	.	.	PUNCT
esutjss-282	402	1	the	the	DET
esutjss-282	402	2	coefficients	coefficient	NOUN
esutjss-282	402	3	table	table	NOUN
esutjss-282	402	4	gives	give	VERB
esutjss-282	402	5	detailed	detailed	ADJ
esutjss-282	402	6	information	information	NOUN
esutjss-282	402	7	on	on	ADP
esutjss-282	402	8	the	the	DET
esutjss-282	402	9	individual	individual	ADJ
esutjss-282	402	10	effects	effect	NOUN
esutjss-282	402	11	of	of	ADP
esutjss-282	402	12	each	each	DET
esutjss-282	402	13	variable	variable	NOUN
esutjss-282	402	14	of	of	ADP
esutjss-282	402	15	road	road	NOUN
esutjss-282	402	16	infrastructure	infrastructure	NOUN
esutjss-282	402	17	.	.	PUNCT
esutjss-282	403	1	the	the	DET
esutjss-282	403	2	claim	claim	NOUN
esutjss-282	403	3	severity	severity	NOUN
esutjss-282	403	4	is	be	AUX
esutjss-282	403	5	positively	positively	ADV
esutjss-282	403	6	and	and	CCONJ
esutjss-282	403	7	significantly	significantly	ADV
esutjss-282	403	8	correlated	correlate	VERB
esutjss-282	403	9	with	with	ADP
esutjss-282	403	10	potholes	pothole	NOUN
esutjss-282	403	11	(	(	PUNCT
esutjss-282	403	12	b	b	NOUN
esutjss-282	403	13	=	=	SYM
esutjss-282	403	14	0.12	0.12	NUM
esutjss-282	403	15	,	,	PUNCT
esutjss-282	403	16	p	p	X
esutjss-282	403	17	=	=	NOUN
esutjss-282	403	18	.000	.000	NUM
esutjss-282	403	19	)	)	PUNCT
esutjss-282	403	20	.	.	PUNCT
esutjss-282	404	1	this	this	PRON
esutjss-282	404	2	implies	imply	VERB
esutjss-282	404	3	that	that	SCONJ
esutjss-282	404	4	poor	poor	ADJ
esutjss-282	404	5	road	road	NOUN
esutjss-282	404	6	surfaces	surface	NOUN
esutjss-282	404	7	not	not	PART
esutjss-282	404	8	only	only	ADV
esutjss-282	404	9	add	add	VERB
esutjss-282	404	10	to	to	ADP
esutjss-282	404	11	the	the	DET
esutjss-282	404	12	number	number	NOUN
esutjss-282	404	13	of	of	ADP
esutjss-282	404	14	claims	claim	NOUN
esutjss-282	404	15	,	,	PUNCT
esutjss-282	404	16	but	but	CCONJ
esutjss-282	404	17	also	also	ADV
esutjss-282	404	18	to	to	ADP
esutjss-282	404	19	the	the	DET
esutjss-282	404	20	value	value	NOUN
esutjss-282	404	21	of	of	ADP
esutjss-282	404	22	claims	claim	NOUN
esutjss-282	404	23	costs	cost	NOUN
esutjss-282	404	24	,	,	PUNCT
esutjss-282	404	25	probably	probably	ADV
esutjss-282	404	26	because	because	SCONJ
esutjss-282	404	27	the	the	DET
esutjss-282	404	28	damage	damage	NOUN
esutjss-282	404	29	or	or	CCONJ
esutjss-282	404	30	injury	injury	NOUN
esutjss-282	404	31	sustained	sustain	VERB
esutjss-282	404	32	is	be	AUX
esutjss-282	404	33	usually	usually	ADV
esutjss-282	404	34	more	more	ADV
esutjss-282	404	35	significant	significant	ADJ
esutjss-282	404	36	as	as	ADP
esutjss-282	404	37	a	a	DET
esutjss-282	404	38	result	result	NOUN
esutjss-282	404	39	of	of	ADP
esutjss-282	404	40	poor	poor	ADJ
esutjss-282	404	41	surfaces	surface	NOUN
esutjss-282	404	42	.	.	PUNCT
esutjss-282	405	1	there	there	PRON
esutjss-282	405	2	is	be	VERB
esutjss-282	405	3	(	(	PUNCT
esutjss-282	405	4	great	great	ADJ
esutjss-282	405	5	)	)	PUNCT
esutjss-282	405	6	positive	positive	ADJ
esutjss-282	405	7	effect	effect	NOUN
esutjss-282	405	8	(	(	PUNCT
esutjss-282	405	9	b	b	NOUN
esutjss-282	405	10	=	=	SYM
esutjss-282	405	11	0.09	0.09	NUM
esutjss-282	405	12	,	,	PUNCT
esutjss-282	405	13	p	p	X
esutjss-282	405	14	=	=	NOUN
esutjss-282	405	15	.003	.003	NUM
esutjss-282	405	16	)	)	PUNCT
esutjss-282	405	17	related	relate	VERB
esutjss-282	405	18	to	to	ADP
esutjss-282	405	19	signage	signage	NOUN
esutjss-282	405	20	quality	quality	NOUN
esutjss-282	405	21	.	.	PUNCT
esutjss-282	406	1	the	the	DET
esutjss-282	406	2	inadequate	inadequate	ADJ
esutjss-282	406	3	or	or	CCONJ
esutjss-282	406	4	absent	absent	ADJ
esutjss-282	406	5	signage	signage	NOUN
esutjss-282	406	6	would	would	AUX
esutjss-282	406	7	also	also	ADV
esutjss-282	406	8	lead	lead	VERB
esutjss-282	406	9	to	to	ADP
esutjss-282	406	10	more	more	ADV
esutjss-282	406	11	serious	serious	ADJ
esutjss-282	406	12	accidents	accident	NOUN
esutjss-282	406	13	,	,	PUNCT
esutjss-282	406	14	perhaps	perhaps	ADV
esutjss-282	406	15	due	due	ADP
esutjss-282	406	16	to	to	ADP
esutjss-282	406	17	the	the	DET
esutjss-282	406	18	lack	lack	NOUN
esutjss-282	406	19	of	of	ADP
esutjss-282	406	20	warnings	warning	NOUN
esutjss-282	406	21	or	or	CCONJ
esutjss-282	406	22	directional	directional	ADJ
esutjss-282	406	23	instructions	instruction	NOUN
esutjss-282	406	24	,	,	PUNCT
esutjss-282	406	25	which	which	PRON
esutjss-282	406	26	would	would	AUX
esutjss-282	406	27	put	put	VERB
esutjss-282	406	28	the	the	DET
esutjss-282	406	29	chances	chance	NOUN
esutjss-282	406	30	of	of	ADP
esutjss-282	406	31	occurrence	occurrence	NOUN
esutjss-282	406	32	of	of	ADP
esutjss-282	406	33	high	high	ADJ
esutjss-282	406	34	impact	impact	NOUN
esutjss-282	406	35	accidents	accident	NOUN
esutjss-282	406	36	at	at	ADP
esutjss-282	406	37	large	large	ADJ
esutjss-282	406	38	.	.	PUNCT
esutjss-282	407	1	the	the	DET
esutjss-282	407	2	effect	effect	NOUN
esutjss-282	407	3	of	of	ADP
esutjss-282	407	4	lighting	lighting	NOUN
esutjss-282	407	5	is	be	AUX
esutjss-282	407	6	negative	negative	ADJ
esutjss-282	407	7	and	and	CCONJ
esutjss-282	407	8	only	only	ADV
esutjss-282	407	9	slightly	slightly	ADV
esutjss-282	407	10	substantial	substantial	ADJ
esutjss-282	407	11	(	(	PUNCT
esutjss-282	407	12	b	b	NOUN
esutjss-282	407	13	=	=	SYM
esutjss-282	407	14	-0.04	-0.04	PROPN
esutjss-282	407	15	,	,	PUNCT
esutjss-282	407	16	p	p	NOUN
esutjss-282	407	17	=	=	NOUN
esutjss-282	407	18	.073	.073	NUM
esutjss-282	407	19	)	)	PUNCT
esutjss-282	407	20	.	.	PUNCT
esutjss-282	408	1	although	although	SCONJ
esutjss-282	408	2	this	this	DET
esutjss-282	408	3	finding	finding	NOUN
esutjss-282	408	4	is	be	AUX
esutjss-282	408	5	not	not	PART
esutjss-282	408	6	statistically	statistically	ADV
esutjss-282	408	7	significant	significant	ADJ
esutjss-282	408	8	in	in	ADP
esutjss-282	408	9	the	the	DET
esutjss-282	408	10	0.05	0.05	NUM
esutjss-282	408	11	limit	limit	NOUN
esutjss-282	408	12	,	,	PUNCT
esutjss-282	408	13	this	this	DET
esutjss-282	408	14	trend	trend	NOUN
esutjss-282	408	15	indicates	indicate	VERB
esutjss-282	408	16	that	that	SCONJ
esutjss-282	408	17	having	have	VERB
esutjss-282	408	18	better	well	ADJ
esutjss-282	408	19	lighting	lighting	NOUN
esutjss-282	408	20	potentially	potentially	ADV
esutjss-282	408	21	decreases	decrease	VERB
esutjss-282	408	22	the	the	DET
esutjss-282	408	23	severity	severity	NOUN
esutjss-282	408	24	of	of	ADP
esutjss-282	408	25	the	the	DET
esutjss-282	408	26	claims	claim	NOUN
esutjss-282	408	27	,	,	PUNCT
esutjss-282	408	28	potentially	potentially	ADV
esutjss-282	408	29	by	by	ADP
esutjss-282	408	30	enhancing	enhance	VERB
esutjss-282	408	31	visibility	visibility	NOUN
esutjss-282	408	32	and	and	CCONJ
esutjss-282	408	33	reaction	reaction	NOUN
esutjss-282	408	34	times	time	NOUN
esutjss-282	408	35	.	.	PUNCT
esutjss-282	409	1	nevertheless	nevertheless	ADV
esutjss-282	409	2	,	,	PUNCT
esutjss-282	409	3	its	its	PRON
esutjss-282	409	4	removal	removal	NOUN
esutjss-282	409	5	to	to	ADP
esutjss-282	409	6	the	the	DET
esutjss-282	409	7	list	list	NOUN
esutjss-282	409	8	of	of	ADP
esutjss-282	409	9	meaningful	meaningful	ADJ
esutjss-282	409	10	predictors	predictor	NOUN
esutjss-282	409	11	can	can	AUX
esutjss-282	409	12	be	be	AUX
esutjss-282	409	13	explained	explain	VERB
esutjss-282	409	14	with	with	ADP
esutjss-282	409	15	conventional	conventional	ADJ
esutjss-282	409	16	statistical	statistical	ADJ
esutjss-282	409	17	criteria	criterion	NOUN
esutjss-282	409	18	.	.	PUNCT
esutjss-282	410	1	drainage	drainage	NOUN
esutjss-282	410	2	problems	problem	NOUN
esutjss-282	410	3	have	have	VERB
esutjss-282	410	4	the	the	DET
esutjss-282	410	5	most	most	ADV
esutjss-282	410	6	damaging	damaging	ADJ
esutjss-282	410	7	effect	effect	NOUN
esutjss-282	410	8	on	on	ADP
esutjss-282	410	9	claim	claim	NOUN
esutjss-282	410	10	severity	severity	NOUN
esutjss-282	410	11	(	(	PUNCT
esutjss-282	410	12	b	b	NOUN
esutjss-282	410	13	=	=	SYM
esutjss-282	410	14	-0.29	-0.29	NOUN
esutjss-282	410	15	,	,	PUNCT
esutjss-282	410	16	p	p	NOUN
esutjss-282	410	17	=	=	NOUN
esutjss-282	410	18	.000	.000	NUM
esutjss-282	410	19	)	)	PUNCT
esutjss-282	410	20	.	.	PUNCT
esutjss-282	411	1	inefficient	inefficient	ADJ
esutjss-282	411	2	drainage	drainage	NOUN
esutjss-282	411	3	is	be	AUX
esutjss-282	411	4	probably	probably	ADV
esutjss-282	411	5	a	a	DET
esutjss-282	411	6	contributing	contribute	VERB
esutjss-282	411	7	factor	factor	NOUN
esutjss-282	411	8	to	to	ADP
esutjss-282	411	9	the	the	DET
esutjss-282	411	10	riskier	risky	ADJ
esutjss-282	411	11	driving	driving	NOUN
esutjss-282	411	12	conditions	condition	NOUN
esutjss-282	411	13	such	such	ADJ
esutjss-282	411	14	as	as	ADP
esutjss-282	411	15	waterlogging	waterlogging	NOUN
esutjss-282	411	16	and	and	CCONJ
esutjss-282	411	17	road	road	NOUN
esutjss-282	411	18	collapse	collapse	NOUN
esutjss-282	411	19	likely	likely	ADJ
esutjss-282	411	20	to	to	PART
esutjss-282	411	21	be	be	AUX
esutjss-282	411	22	a	a	DET
esutjss-282	411	23	source	source	NOUN
esutjss-282	411	24	of	of	ADP
esutjss-282	411	25	high	high	ADJ
esutjss-282	411	26	-	-	PUNCT
esutjss-282	411	27	cost	cost	NOUN
esutjss-282	411	28	claims	claim	NOUN
esutjss-282	411	29	.	.	PUNCT
esutjss-282	412	1	the	the	DET
esutjss-282	412	2	negative	negative	ADJ
esutjss-282	412	3	coefficient	coefficient	NOUN
esutjss-282	412	4	would	would	AUX
esutjss-282	412	5	suggest	suggest	VERB
esutjss-282	412	6	that	that	SCONJ
esutjss-282	412	7	,	,	PUNCT
esutjss-282	412	8	in	in	ADP
esutjss-282	412	9	case	case	NOUN
esutjss-282	412	10	of	of	ADP
esutjss-282	412	11	better	well	ADJ
esutjss-282	412	12	drainage	drainage	NOUN
esutjss-282	412	13	systems	system	NOUN
esutjss-282	412	14	,	,	PUNCT
esutjss-282	412	15	the	the	DET
esutjss-282	412	16	gravity	gravity	NOUN
esutjss-282	412	17	and	and	CCONJ
esutjss-282	412	18	overhead	overhead	NOUN
esutjss-282	412	19	of	of	ADP
esutjss-282	412	20	claims	claim	NOUN
esutjss-282	412	21	would	would	AUX
esutjss-282	412	22	223	223	NUM
esutjss-282	412	23	decline	decline	NOUN
esutjss-282	412	24	.	.	PUNCT
esutjss-282	413	1	the	the	DET
esutjss-282	413	2	outcome	outcome	NOUN
esutjss-282	413	3	of	of	ADP
esutjss-282	413	4	intersections	intersection	NOUN
esutjss-282	413	5	has	have	VERB
esutjss-282	413	6	a	a	DET
esutjss-282	413	7	significant	significant	ADJ
esutjss-282	413	8	positive	positive	ADJ
esutjss-282	413	9	impact	impact	NOUN
esutjss-282	413	10	(	(	PUNCT
esutjss-282	413	11	b	b	NOUN
esutjss-282	413	12	=	=	SYM
esutjss-282	413	13	0.07	0.07	NUM
esutjss-282	413	14	,	,	PUNCT
esutjss-282	413	15	p	p	X
esutjss-282	413	16	=	=	NOUN
esutjss-282	413	17	.020	.020	NUM
esutjss-282	413	18	)	)	PUNCT
esutjss-282	413	19	,	,	PUNCT
esutjss-282	413	20	with	with	ADP
esutjss-282	413	21	poorly	poorly	ADV
esutjss-282	413	22	designed	design	VERB
esutjss-282	413	23	or	or	CCONJ
esutjss-282	413	24	overburdened	overburden	VERB
esutjss-282	413	25	interchanges	interchange	NOUN
esutjss-282	413	26	associated	associate	VERB
esutjss-282	413	27	with	with	ADP
esutjss-282	413	28	a	a	DET
esutjss-282	413	29	greater	great	ADJ
esutjss-282	413	30	number	number	NOUN
esutjss-282	413	31	of	of	ADP
esutjss-282	413	32	insurance	insurance	NOUN
esutjss-282	413	33	claims	claim	NOUN
esutjss-282	413	34	.	.	PUNCT
esutjss-282	414	1	this	this	PRON
esutjss-282	414	2	may	may	AUX
esutjss-282	414	3	be	be	AUX
esutjss-282	414	4	because	because	SCONJ
esutjss-282	414	5	of	of	ADP
esutjss-282	414	6	the	the	DET
esutjss-282	414	7	increased	increase	VERB
esutjss-282	414	8	chances	chance	NOUN
esutjss-282	414	9	of	of	ADP
esutjss-282	414	10	head	head	NOUN
esutjss-282	414	11	-	-	PUNCT
esutjss-282	414	12	on	on	ADP
esutjss-282	414	13	or	or	CCONJ
esutjss-282	414	14	side	side	NOUN
esutjss-282	414	15	crashes	crash	NOUN
esutjss-282	414	16	within	within	ADP
esutjss-282	414	17	these	these	DET
esutjss-282	414	18	areas	area	NOUN
esutjss-282	414	19	.	.	PUNCT
esutjss-282	415	1	traffic	traffic	NOUN
esutjss-282	415	2	calming	calm	VERB
esutjss-282	415	3	techniques	technique	NOUN
esutjss-282	415	4	(	(	PUNCT
esutjss-282	415	5	e.g.	e.g.	ADV
esutjss-282	415	6	,	,	PUNCT
esutjss-282	415	7	speed	speed	NOUN
esutjss-282	415	8	bumps	bump	NOUN
esutjss-282	415	9	,	,	PUNCT
esutjss-282	415	10	rumble	rumble	ADJ
esutjss-282	415	11	strip	strip	NOUN
esutjss-282	415	12	)	)	PUNCT
esutjss-282	415	13	are	be	AUX
esutjss-282	415	14	significantly	significantly	ADV
esutjss-282	415	15	correlated	correlate	VERB
esutjss-282	415	16	with	with	ADP
esutjss-282	415	17	reduced	reduced	ADJ
esutjss-282	415	18	severity	severity	NOUN
esutjss-282	415	19	of	of	ADP
esutjss-282	415	20	a	a	DET
esutjss-282	415	21	claim	claim	NOUN
esutjss-282	415	22	(	(	PUNCT
esutjss-282	415	23	b	b	X
esutjss-282	415	24	=	=	SYM
esutjss-282	415	25	-0.09	-0.09	PROPN
esutjss-282	415	26	,	,	PUNCT
esutjss-282	415	27	p	p	NOUN
esutjss-282	415	28	=	=	NOUN
esutjss-282	415	29	.007	.007	NUM
esutjss-282	415	30	)	)	PUNCT
esutjss-282	415	31	,	,	PUNCT
esutjss-282	415	32	indicating	indicate	VERB
esutjss-282	415	33	those	those	DET
esutjss-282	415	34	characteristics	characteristic	NOUN
esutjss-282	415	35	do	do	AUX
esutjss-282	415	36	reduce	reduce	VERB
esutjss-282	415	37	speed	speed	NOUN
esutjss-282	415	38	,	,	PUNCT
esutjss-282	415	39	and	and	CCONJ
esutjss-282	415	40	ultimately	ultimately	ADV
esutjss-282	415	41	,	,	PUNCT
esutjss-282	415	42	the	the	DET
esutjss-282	415	43	severity	severity	NOUN
esutjss-282	415	44	of	of	ADP
esutjss-282	415	45	collisions	collision	NOUN
esutjss-282	415	46	.	.	PUNCT
esutjss-282	416	1	the	the	DET
esutjss-282	416	2	combination	combination	NOUN
esutjss-282	416	3	of	of	ADP
esutjss-282	416	4	results	result	NOUN
esutjss-282	416	5	provides	provide	VERB
esutjss-282	416	6	a	a	DET
esutjss-282	416	7	powerful	powerful	ADJ
esutjss-282	416	8	empirical	empirical	ADJ
esutjss-282	416	9	evidence	evidence	NOUN
esutjss-282	416	10	against	against	ADP
esutjss-282	416	11	the	the	DET
esutjss-282	416	12	null	null	ADJ
esutjss-282	416	13	hypothesis	hypothesis	NOUN
esutjss-282	416	14	.	.	PUNCT
esutjss-282	417	1	they	they	PRON
esutjss-282	417	2	confirm	confirm	VERB
esutjss-282	417	3	that	that	DET
esutjss-282	417	4	road	road	NOUN
esutjss-282	417	5	infrastructure	infrastructure	NOUN
esutjss-282	417	6	quality	quality	NOUN
esutjss-282	417	7	not	not	PART
esutjss-282	417	8	only	only	ADV
esutjss-282	417	9	affects	affect	VERB
esutjss-282	417	10	the	the	DET
esutjss-282	417	11	probability	probability	NOUN
esutjss-282	417	12	of	of	ADP
esutjss-282	417	13	individual	individual	ADJ
esutjss-282	417	14	claims	claim	NOUN
esutjss-282	417	15	but	but	CCONJ
esutjss-282	417	16	also	also	ADV
esutjss-282	417	17	the	the	DET
esutjss-282	417	18	magnitude	magnitude	NOUN
esutjss-282	417	19	and	and	CCONJ
esutjss-282	417	20	the	the	DET
esutjss-282	417	21	cost	cost	NOUN
esutjss-282	417	22	of	of	ADP
esutjss-282	417	23	those	those	DET
esutjss-282	417	24	claims	claim	NOUN
esutjss-282	417	25	are	be	AUX
esutjss-282	417	26	statistically	statistically	ADV
esutjss-282	417	27	significantly	significantly	ADV
esutjss-282	417	28	affected	affect	VERB
esutjss-282	417	29	by	by	ADP
esutjss-282	417	30	poor	poor	ADJ
esutjss-282	417	31	quality	quality	NOUN
esutjss-282	417	32	of	of	ADP
esutjss-282	417	33	road	road	NOUN
esutjss-282	417	34	infrastructure	infrastructure	NOUN
esutjss-282	417	35	.	.	PUNCT
esutjss-282	418	1	conclusion	conclusion	NOUN
esutjss-282	418	2	the	the	DET
esutjss-282	418	3	study	study	NOUN
esutjss-282	418	4	evaluated	evaluate	VERB
esutjss-282	418	5	the	the	DET
esutjss-282	418	6	impact	impact	NOUN
esutjss-282	418	7	of	of	ADP
esutjss-282	418	8	road	road	NOUN
esutjss-282	418	9	infrastructure	infrastructure	NOUN
esutjss-282	418	10	on	on	ADP
esutjss-282	418	11	motor	motor	NOUN
esutjss-282	418	12	insurance	insurance	NOUN
esutjss-282	418	13	claims	claim	NOUN
esutjss-282	418	14	with	with	ADP
esutjss-282	418	15	empirical	empirical	ADJ
esutjss-282	418	16	data	datum	NOUN
esutjss-282	418	17	from	from	ADP
esutjss-282	418	18	lagos	lago	NOUN
esutjss-282	418	19	state	state	NOUN
esutjss-282	418	20	.	.	PUNCT
esutjss-282	419	1	the	the	DET
esutjss-282	419	2	analysis	analysis	NOUN
esutjss-282	419	3	revealed	reveal	VERB
esutjss-282	419	4	that	that	SCONJ
esutjss-282	419	5	certain	certain	ADJ
esutjss-282	419	6	shortcomings	shortcoming	NOUN
esutjss-282	419	7	in	in	ADP
esutjss-282	419	8	the	the	DET
esutjss-282	419	9	road	road	NOUN
esutjss-282	419	10	infrastructure	infrastructure	NOUN
esutjss-282	419	11	such	such	ADJ
esutjss-282	419	12	as	as	ADP
esutjss-282	419	13	potholes	pothole	NOUN
esutjss-282	419	14	,	,	PUNCT
esutjss-282	419	15	poor	poor	ADJ
esutjss-282	419	16	signs	sign	NOUN
esutjss-282	419	17	,	,	PUNCT
esutjss-282	419	18	inadequate	inadequate	ADJ
esutjss-282	419	19	lighting	lighting	NOUN
esutjss-282	419	20	,	,	PUNCT
esutjss-282	419	21	poor	poor	ADJ
esutjss-282	419	22	drainage	drainage	NOUN
esutjss-282	419	23	systems	system	NOUN
esutjss-282	419	24	,	,	PUNCT
esutjss-282	419	25	not	not	PART
esutjss-282	419	26	well	well	ADV
esutjss-282	419	27	designed	design	VERB
esutjss-282	419	28	intersections	intersection	NOUN
esutjss-282	419	29	,	,	PUNCT
esutjss-282	419	30	and	and	CCONJ
esutjss-282	419	31	lack	lack	NOUN
esutjss-282	419	32	of	of	ADP
esutjss-282	419	33	the	the	DET
esutjss-282	419	34	traffic	traffic	NOUN
esutjss-282	419	35	calming	calm	VERB
esutjss-282	419	36	measures	measure	NOUN
esutjss-282	419	37	are	be	AUX
esutjss-282	419	38	highly	highly	ADV
esutjss-282	419	39	related	related	ADJ
esutjss-282	419	40	to	to	ADP
esutjss-282	419	41	the	the	DET
esutjss-282	419	42	increased	increase	VERB
esutjss-282	419	43	rates	rate	NOUN
esutjss-282	419	44	of	of	ADP
esutjss-282	419	45	the	the	DET
esutjss-282	419	46	motor	motor	NOUN
esutjss-282	419	47	insurance	insurance	NOUN
esutjss-282	419	48	claims	claim	VERB
esutjss-282	419	49	.	.	PUNCT
esutjss-282	420	1	the	the	DET
esutjss-282	420	2	explanatory	explanatory	ADJ
esutjss-282	420	3	power	power	NOUN
esutjss-282	420	4	of	of	ADP
esutjss-282	420	5	the	the	DET
esutjss-282	420	6	model	model	NOUN
esutjss-282	420	7	is	be	AUX
esutjss-282	420	8	significant	significant	ADJ
esutjss-282	420	9	,	,	PUNCT
esutjss-282	420	10	with	with	ADP
esutjss-282	420	11	all	all	DET
esutjss-282	420	12	infrastructure	infrastructure	NOUN
esutjss-282	420	13	variables	variable	NOUN
esutjss-282	420	14	but	but	CCONJ
esutjss-282	420	15	lighting	light	VERB
esutjss-282	420	16	being	be	AUX
esutjss-282	420	17	significant	significant	ADJ
esutjss-282	420	18	.	.	PUNCT
esutjss-282	421	1	these	these	DET
esutjss-282	421	2	findings	finding	NOUN
esutjss-282	421	3	support	support	VERB
esutjss-282	421	4	the	the	DET
esutjss-282	421	5	findings	finding	NOUN
esutjss-282	421	6	by	by	ADP
esutjss-282	421	7	onyejekwe	onyejekwe	NOUN
esutjss-282	421	8	et	et	PROPN
esutjss-282	421	9	al	al	PROPN
esutjss-282	421	10	.	.	PROPN
esutjss-282	422	1	(	(	PUNCT
esutjss-282	422	2	2024	2024	NUM
esutjss-282	422	3	)	)	PUNCT
esutjss-282	422	4	and	and	CCONJ
esutjss-282	422	5	femi	femi	PROPN
esutjss-282	422	6	and	and	CCONJ
esutjss-282	422	7	tolorunloju	tolorunloju	PROPN
esutjss-282	422	8	(	(	PUNCT
esutjss-282	422	9	2020	2020	NUM
esutjss-282	422	10	)	)	PUNCT
esutjss-282	422	11	,	,	PUNCT
esutjss-282	422	12	who	who	PRON
esutjss-282	422	13	also	also	ADV
esutjss-282	422	14	observed	observe	VERB
esutjss-282	422	15	that	that	SCONJ
esutjss-282	422	16	poor	poor	ADJ
esutjss-282	422	17	road	road	NOUN
esutjss-282	422	18	conditions	condition	NOUN
esutjss-282	422	19	and	and	CCONJ
esutjss-282	422	20	lack	lack	NOUN
esutjss-282	422	21	of	of	ADP
esutjss-282	422	22	signs	sign	NOUN
esutjss-282	422	23	are	be	AUX
esutjss-282	422	24	common	common	ADJ
esutjss-282	422	25	risks	risk	NOUN
esutjss-282	422	26	in	in	ADP
esutjss-282	422	27	nigerian	nigerian	ADJ
esutjss-282	422	28	roads	road	NOUN
esutjss-282	422	29	.	.	PUNCT
esutjss-282	423	1	the	the	DET
esutjss-282	423	2	present	present	ADJ
esutjss-282	423	3	study	study	NOUN
esutjss-282	423	4	goes	go	VERB
esutjss-282	423	5	further	far	ADV
esutjss-282	423	6	to	to	PART
esutjss-282	423	7	give	give	VERB
esutjss-282	423	8	numerical	numerical	ADJ
esutjss-282	423	9	values	value	NOUN
esutjss-282	423	10	to	to	ADP
esutjss-282	423	11	the	the	DET
esutjss-282	423	12	fact	fact	NOUN
esutjss-282	423	13	that	that	SCONJ
esutjss-282	423	14	in	in	ADP
esutjss-282	423	15	as	as	ADV
esutjss-282	423	16	much	much	ADJ
esutjss-282	423	17	as	as	SCONJ
esutjss-282	423	18	these	these	DET
esutjss-282	423	19	deficiencies	deficiency	NOUN
esutjss-282	423	20	are	be	AUX
esutjss-282	423	21	a	a	DET
esutjss-282	423	22	leading	lead	VERB
esutjss-282	423	23	cause	cause	NOUN
esutjss-282	423	24	of	of	ADP
esutjss-282	423	25	accidents	accident	NOUN
esutjss-282	423	26	,	,	PUNCT
esutjss-282	423	27	they	they	PRON
esutjss-282	423	28	also	also	ADV
esutjss-282	423	29	directly	directly	ADV
esutjss-282	423	30	affect	affect	VERB
esutjss-282	423	31	the	the	DET
esutjss-282	423	32	increase	increase	NOUN
esutjss-282	423	33	in	in	ADP
esutjss-282	423	34	claims	claim	NOUN
esutjss-282	423	35	made	make	VERB
esutjss-282	423	36	by	by	ADP
esutjss-282	423	37	the	the	DET
esutjss-282	423	38	insured	insure	VERB
esutjss-282	423	39	motorists	motorist	NOUN
esutjss-282	423	40	.	.	PUNCT
esutjss-282	424	1	theoretically	theoretically	ADV
esutjss-282	424	2	,	,	PUNCT
esutjss-282	424	3	the	the	DET
esutjss-282	424	4	results	result	NOUN
esutjss-282	424	5	are	be	AUX
esutjss-282	424	6	in	in	ADP
esutjss-282	424	7	line	line	NOUN
esutjss-282	424	8	with	with	ADP
esutjss-282	424	9	the	the	DET
esutjss-282	424	10	propositions	proposition	NOUN
esutjss-282	424	11	of	of	ADP
esutjss-282	424	12	cramers	cramer	NOUN
esutjss-282	424	13	risk	risk	NOUN
esutjss-282	424	14	theory	theory	NOUN
esutjss-282	424	15	that	that	SCONJ
esutjss-282	424	16	factors	factor	NOUN
esutjss-282	424	17	of	of	ADP
esutjss-282	424	18	road	road	NOUN
esutjss-282	424	19	environments	environment	NOUN
esutjss-282	424	20	do	do	AUX
esutjss-282	424	21	have	have	AUX
esutjss-282	424	22	a	a	DET
esutjss-282	424	23	major	major	ADJ
esutjss-282	424	24	influence	influence	NOUN
esutjss-282	424	25	on	on	ADP
esutjss-282	424	26	the	the	DET
esutjss-282	424	27	stochastic	stochastic	ADJ
esutjss-282	424	28	distribution	distribution	NOUN
esutjss-282	424	29	of	of	ADP
esutjss-282	424	30	claim	claim	NOUN
esutjss-282	424	31	payment	payment	NOUN
esutjss-282	424	32	as	as	ADV
esutjss-282	424	33	well	well	ADV
esutjss-282	424	34	as	as	ADP
esutjss-282	424	35	motor	motor	NOUN
esutjss-282	424	36	portfolios	portfolio	NOUN
esutjss-282	424	37	risks	risk	NOUN
esutjss-282	424	38	in	in	ADP
esutjss-282	424	39	high	high	ADJ
esutjss-282	424	40	-	-	PUNCT
esutjss-282	424	41	exposure	exposure	NOUN
esutjss-282	424	42	areas	area	NOUN
esutjss-282	424	43	.	.	PUNCT
esutjss-282	425	1	the	the	DET
esutjss-282	425	2	analysis	analysis	NOUN
esutjss-282	425	3	also	also	ADV
esutjss-282	425	4	strengthens	strengthen	VERB
esutjss-282	425	5	the	the	DET
esutjss-282	425	6	infrastructure	infrastructure	NOUN
esutjss-282	425	7	-	-	PUNCT
esutjss-282	425	8	insurance	insurance	NOUN
esutjss-282	425	9	connection	connection	NOUN
esutjss-282	425	10	by	by	ADP
esutjss-282	425	11	demonstrating	demonstrate	VERB
esutjss-282	425	12	that	that	DET
esutjss-282	425	13	road	road	NOUN
esutjss-282	425	14	infrastructure	infrastructure	NOUN
esutjss-282	425	15	quality	quality	NOUN
esutjss-282	425	16	has	have	VERB
esutjss-282	425	17	an	an	DET
esutjss-282	425	18	important	important	ADJ
esutjss-282	425	19	effect	effect	NOUN
esutjss-282	425	20	on	on	ADP
esutjss-282	425	21	claim	claim	NOUN
esutjss-282	425	22	severity	severity	NOUN
esutjss-282	425	23	and	and	CCONJ
esutjss-282	425	24	settlement	settlement	NOUN
esutjss-282	425	25	cost	cost	NOUN
esutjss-282	425	26	.	.	PUNCT
esutjss-282	426	1	the	the	DET
esutjss-282	426	2	regression	regression	NOUN
esutjss-282	426	3	model	model	NOUN
esutjss-282	426	4	of	of	ADP
esutjss-282	426	5	claim	claim	NOUN
esutjss-282	426	6	severity	severity	NOUN
esutjss-282	426	7	revealed	reveal	VERB
esutjss-282	426	8	two	two	NUM
esutjss-282	426	9	correlated	correlate	VERB
esutjss-282	426	10	coefficients	coefficient	NOUN
esutjss-282	426	11	of	of	ADP
esutjss-282	426	12	determination	determination	NOUN
esutjss-282	426	13	as	as	ADP
esutjss-282	426	14	0.348	0.348	NUM
esutjss-282	426	15	,	,	PUNCT
esutjss-282	426	16	which	which	PRON
esutjss-282	426	17	means	mean	VERB
esutjss-282	426	18	that	that	SCONJ
esutjss-282	426	19	over	over	ADP
esutjss-282	426	20	one	one	NUM
esutjss-282	426	21	-	-	PUNCT
esutjss-282	426	22	third	third	NOUN
esutjss-282	426	23	of	of	ADP
esutjss-282	426	24	the	the	DET
esutjss-282	426	25	variations	variation	NOUN
esutjss-282	426	26	in	in	ADP
esutjss-282	426	27	claim	claim	NOUN
esutjss-282	426	28	cost	cost	NOUN
esutjss-282	426	29	can	can	AUX
esutjss-282	426	30	be	be	AUX
esutjss-282	426	31	explained	explain	VERB
esutjss-282	426	32	by	by	ADP
esutjss-282	426	33	the	the	DET
esutjss-282	426	34	state	state	NOUN
esutjss-282	426	35	of	of	ADP
esutjss-282	426	36	the	the	DET
esutjss-282	426	37	roads	road	NOUN
esutjss-282	426	38	.	.	PUNCT
esutjss-282	427	1	once	once	ADV
esutjss-282	427	2	again	again	ADV
esutjss-282	427	3	,	,	PUNCT
esutjss-282	427	4	potholes	pothole	NOUN
esutjss-282	427	5	,	,	PUNCT
esutjss-282	427	6	signage	signage	NOUN
esutjss-282	427	7	,	,	PUNCT
esutjss-282	427	8	drainage	drainage	NOUN
esutjss-282	427	9	,	,	PUNCT
esutjss-282	427	10	intersections	intersection	NOUN
esutjss-282	427	11	,	,	PUNCT
esutjss-282	427	12	and	and	CCONJ
esutjss-282	427	13	calming	calm	VERB
esutjss-282	427	14	features	feature	NOUN
esutjss-282	427	15	were	be	AUX
esutjss-282	427	16	all	all	PRON
esutjss-282	427	17	serious	serious	ADJ
esutjss-282	427	18	determinants	determinant	NOUN
esutjss-282	427	19	.	.	PUNCT
esutjss-282	428	1	especially	especially	ADV
esutjss-282	428	2	interesting	interesting	ADJ
esutjss-282	428	3	is	be	AUX
esutjss-282	428	4	the	the	DET
esutjss-282	428	5	great	great	ADJ
esutjss-282	428	6	negative	negative	ADJ
esutjss-282	428	7	impact	impact	NOUN
esutjss-282	428	8	of	of	ADP
esutjss-282	428	9	drainage	drainage	NOUN
esutjss-282	428	10	quality	quality	NOUN
esutjss-282	428	11	,	,	PUNCT
esutjss-282	428	12	(	(	PUNCT
esutjss-282	428	13	b	b	NOUN
esutjss-282	428	14	=	=	SYM
esutjss-282	428	15	-0.29	-0.29	NOUN
esutjss-282	428	16	,	,	PUNCT
esutjss-282	428	17	p	p	X
esutjss-282	428	18	<	<	X
esutjss-282	428	19	0.001	0.001	NUM
esutjss-282	428	20	)	)	PUNCT
esutjss-282	428	21	,	,	PUNCT
esutjss-282	428	22	showing	show	VERB
esutjss-282	428	23	how	how	SCONJ
esutjss-282	428	24	being	be	AUX
esutjss-282	428	25	waterlogged	waterlogge	VERB
esutjss-282	428	26	and	and	CCONJ
esutjss-282	428	27	eroded	erode	VERB
esutjss-282	428	28	does	do	AUX
esutjss-282	428	29	not	not	PART
esutjss-282	428	30	only	only	ADV
esutjss-282	428	31	cause	cause	VERB
esutjss-282	428	32	an	an	DET
esutjss-282	428	33	accident	accident	NOUN
esutjss-282	428	34	but	but	CCONJ
esutjss-282	428	35	also	also	ADV
esutjss-282	428	36	a	a	DET
esutjss-282	428	37	more	more	ADV
esutjss-282	428	38	serious	serious	ADJ
esutjss-282	428	39	and	and	CCONJ
esutjss-282	428	40	expensive	expensive	ADJ
esutjss-282	428	41	one	one	NOUN
esutjss-282	428	42	.	.	PUNCT
esutjss-282	429	1	these	these	DET
esutjss-282	429	2	conclusions	conclusion	NOUN
esutjss-282	429	3	coincide	coincide	VERB
esutjss-282	429	4	with	with	ADP
esutjss-282	429	5	the	the	DET
esutjss-282	429	6	discoveries	discovery	NOUN
esutjss-282	429	7	of	of	ADP
esutjss-282	429	8	eneh	eneh	NOUN
esutjss-282	429	9	et	et	PROPN
esutjss-282	429	10	al	al	PROPN
esutjss-282	429	11	.	.	PROPN
esutjss-282	430	1	(	(	PUNCT
esutjss-282	430	2	2023	2023	NUM
esutjss-282	430	3	)	)	PUNCT
esutjss-282	430	4	,	,	PUNCT
esutjss-282	430	5	who	who	PRON
esutjss-282	430	6	recorded	record	VERB
esutjss-282	430	7	the	the	DET
esutjss-282	430	8	economic	economic	ADJ
esutjss-282	430	9	stress	stress	NOUN
esutjss-282	430	10	that	that	PRON
esutjss-282	430	11	is	be	AUX
esutjss-282	430	12	caused	cause	VERB
esutjss-282	430	13	by	by	ADP
esutjss-282	430	14	road	road	NOUN
esutjss-282	430	15	accidents	accident	NOUN
esutjss-282	430	16	in	in	ADP
esutjss-282	430	17	terms	term	NOUN
esutjss-282	430	18	of	of	ADP
esutjss-282	430	19	repair	repair	NOUN
esutjss-282	430	20	,	,	PUNCT
esutjss-282	430	21	medical	medical	ADJ
esutjss-282	430	22	expenses	expense	NOUN
esutjss-282	430	23	,	,	PUNCT
esutjss-282	430	24	and	and	CCONJ
esutjss-282	430	25	the	the	DET
esutjss-282	430	26	loss	loss	NOUN
esutjss-282	430	27	of	of	ADP
esutjss-282	430	28	lives	life	NOUN
esutjss-282	430	29	.	.	PUNCT
esutjss-282	431	1	combining	combine	VERB
esutjss-282	431	2	this	this	PRON
esutjss-282	431	3	with	with	ADP
esutjss-282	431	4	findings	finding	NOUN
esutjss-282	431	5	of	of	ADP
esutjss-282	431	6	the	the	DET
esutjss-282	431	7	present	present	ADJ
esutjss-282	431	8	analysis	analysis	NOUN
esutjss-282	431	9	,	,	PUNCT
esutjss-282	431	10	it	it	PRON
esutjss-282	431	11	becomes	become	VERB
esutjss-282	431	12	obvious	obvious	ADJ
esutjss-282	431	13	that	that	SCONJ
esutjss-282	431	14	the	the	DET
esutjss-282	431	15	insufficiency	insufficiency	NOUN
esutjss-282	431	16	of	of	ADP
esutjss-282	431	17	infrastructure	infrastructure	NOUN
esutjss-282	431	18	not	not	PART
esutjss-282	431	19	only	only	ADV
esutjss-282	431	20	augments	augment	VERB
esutjss-282	431	21	the	the	DET
esutjss-282	431	22	number	number	NOUN
esutjss-282	431	23	of	of	ADP
esutjss-282	431	24	accidents	accident	NOUN
esutjss-282	431	25	,	,	PUNCT
esutjss-282	431	26	it	it	PRON
esutjss-282	431	27	also	also	ADV
esutjss-282	431	28	raises	raise	VERB
esutjss-282	431	29	the	the	DET
esutjss-282	431	30	financial	financial	ADJ
esutjss-282	431	31	scale	scale	NOUN
esutjss-282	431	32	of	of	ADP
esutjss-282	431	33	the	the	DET
esutjss-282	431	34	incidents	incident	NOUN
esutjss-282	431	35	.	.	PUNCT
esutjss-282	432	1	the	the	DET
esutjss-282	432	2	impact	impact	NOUN
esutjss-282	432	3	on	on	ADP
esutjss-282	432	4	the	the	DET
esutjss-282	432	5	nigerian	nigerian	ADJ
esutjss-282	432	6	insurance	insurance	NOUN
esutjss-282	432	7	industry	industry	NOUN
esutjss-282	432	8	is	be	AUX
esutjss-282	432	9	complex	complex	ADJ
esutjss-282	432	10	.	.	PUNCT
esutjss-282	433	1	systemic	systemic	ADJ
esutjss-282	433	2	infrastructure	infrastructure	NOUN
esutjss-282	433	3	failures	failure	NOUN
esutjss-282	433	4	are	be	AUX
esutjss-282	433	5	causing	cause	VERB
esutjss-282	433	6	growing	grow	VERB
esutjss-282	433	7	insurer	insurer	NOUN
esutjss-282	433	8	vulnerability	vulnerability	NOUN
esutjss-282	433	9	,	,	PUNCT
esutjss-282	433	10	which	which	PRON
esutjss-282	433	11	is	be	AUX
esutjss-282	433	12	reflected	reflect	VERB
esutjss-282	433	13	in	in	ADP
esutjss-282	433	14	high	high	ADJ
esutjss-282	433	15	claim	claim	NOUN
esutjss-282	433	16	frequencies	frequency	NOUN
esutjss-282	433	17	and	and	CCONJ
esutjss-282	433	18	severities	severity	NOUN
esutjss-282	433	19	and	and	CCONJ
esutjss-282	433	20	promulgated	promulgate	VERB
esutjss-282	433	21	by	by	ADP
esutjss-282	433	22	industry	industry	NOUN
esutjss-282	433	23	-	-	PUNCT
esutjss-282	433	24	specific	specific	ADJ
esutjss-282	433	25	investigations	investigation	NOUN
esutjss-282	433	26	,	,	PUNCT
esutjss-282	433	27	including	include	VERB
esutjss-282	433	28	nem	nem	PROPN
esutjss-282	433	29	insurance	insurance	PROPN
esutjss-282	433	30	plc	plc	PROPN
esutjss-282	433	31	(	(	PUNCT
esutjss-282	433	32	2018	2018	NUM
esutjss-282	433	33	)	)	PUNCT
esutjss-282	433	34	and	and	CCONJ
esutjss-282	433	35	enyinda	enyinda	ADV
esutjss-282	433	36	(	(	PUNCT
esutjss-282	433	37	2022	2022	NUM
esutjss-282	433	38	)	)	PUNCT
esutjss-282	433	39	.	.	PUNCT
esutjss-282	434	1	not	not	PART
esutjss-282	434	2	only	only	ADV
esutjss-282	434	3	does	do	AUX
esutjss-282	434	4	this	this	PRON
esutjss-282	434	5	undermine	undermine	VERB
esutjss-282	434	6	underwriting	underwriting	NOUN
esutjss-282	434	7	profitability	profitability	NOUN
esutjss-282	434	8	,	,	PUNCT
esutjss-282	434	9	but	but	CCONJ
esutjss-282	434	10	it	it	PRON
esutjss-282	434	11	undermines	undermine	VERB
esutjss-282	434	12	capital	capital	NOUN
esutjss-282	434	13	adequacy	adequacy	NOUN
esutjss-282	434	14	and	and	CCONJ
esutjss-282	434	15	pricing	pricing	NOUN
esutjss-282	434	16	accuracy	accuracy	NOUN
esutjss-282	434	17	as	as	ADV
esutjss-282	434	18	well	well	ADV
esutjss-282	434	19	,	,	PUNCT
esutjss-282	434	20	particularly	particularly	ADV
esutjss-282	434	21	in	in	ADP
esutjss-282	434	22	an	an	DET
esutjss-282	434	23	inflationary	inflationary	ADJ
esutjss-282	434	24	environment	environment	NOUN
esutjss-282	434	25	.	.	PUNCT
esutjss-282	435	1	also	also	ADV
esutjss-282	435	2	,	,	PUNCT
esutjss-282	435	3	the	the	DET
esutjss-282	435	4	irrelevancy	irrelevancy	NOUN
esutjss-282	435	5	of	of	ADP
esutjss-282	435	6	assessing	assess	VERB
esutjss-282	435	7	spatial	spatial	ADJ
esutjss-282	435	8	aspects	aspect	NOUN
esutjss-282	435	9	of	of	ADP
esutjss-282	435	10	risk	risk	NOUN
esutjss-282	435	11	,	,	PUNCT
esutjss-282	435	12	such	such	ADJ
esutjss-282	435	13	as	as	ADP
esutjss-282	435	14	infrastructure	infrastructure	NOUN
esutjss-282	435	15	conditions	condition	NOUN
esutjss-282	435	16	,	,	PUNCT
esutjss-282	435	17	into	into	ADP
esutjss-282	435	18	underwriting	underwriting	NOUN
esutjss-282	435	19	models	model	NOUN
esutjss-282	435	20	is	be	AUX
esutjss-282	435	21	a	a	DET
esutjss-282	435	22	shortcoming	shortcoming	NOUN
esutjss-282	435	23	in	in	ADP
esutjss-282	435	24	actuarial	actuarial	ADJ
esutjss-282	435	25	creativity	creativity	NOUN
esutjss-282	435	26	.	.	PUNCT
esutjss-282	436	1	the	the	DET
esutjss-282	436	2	results	result	NOUN
esutjss-282	436	3	in	in	ADP
esutjss-282	436	4	this	this	DET
esutjss-282	436	5	study	study	NOUN
esutjss-282	436	6	offer	offer	VERB
esutjss-282	436	7	a	a	DET
esutjss-282	436	8	solid	solid	ADJ
esutjss-282	436	9	argument	argument	NOUN
esutjss-282	436	10	in	in	ADP
esutjss-282	436	11	support	support	NOUN
esutjss-282	436	12	of	of	ADP
esutjss-282	436	13	including	include	VERB
esutjss-282	436	14	infrastructure	infrastructure	NOUN
esutjss-282	436	15	variables	variable	NOUN
esutjss-282	436	16	in	in	ADP
esutjss-282	436	17	risk	risk	NOUN
esutjss-282	436	18	-	-	PUNCT
esutjss-282	436	19	based	base	VERB
esutjss-282	436	20	pricing	pricing	NOUN
esutjss-282	436	21	systems	system	NOUN
esutjss-282	436	22	and	and	CCONJ
esutjss-282	436	23	use	use	NOUN
esutjss-282	436	24	of	of	ADP
esutjss-282	436	25	telematics	telematic	NOUN
esutjss-282	436	26	to	to	ADP
esutjss-282	436	27	price	price	NOUN
esutjss-282	436	28	policies	policy	NOUN
esutjss-282	436	29	.	.	PUNCT
esutjss-282	437	1	224	224	NUM
esutjss-282	437	2	policy	policy	NOUN
esutjss-282	437	3	-	-	PUNCT
esutjss-282	437	4	wise	wise	ADJ
esutjss-282	437	5	,	,	PUNCT
esutjss-282	437	6	the	the	DET
esutjss-282	437	7	evidence	evidence	NOUN
esutjss-282	437	8	warranted	warrant	VERB
esutjss-282	437	9	a	a	DET
esutjss-282	437	10	matter	matter	NOUN
esutjss-282	437	11	-	-	PUNCT
esutjss-282	437	12	of	of	ADP
esutjss-282	437	13	-	-	PUNCT
esutjss-282	437	14	urgency	urgency	NOUN
esutjss-282	437	15	to	to	PART
esutjss-282	437	16	prioritize	prioritize	VERB
esutjss-282	437	17	and	and	CCONJ
esutjss-282	437	18	make	make	VERB
esutjss-282	437	19	specific	specific	ADJ
esutjss-282	437	20	investments	investment	NOUN
esutjss-282	437	21	in	in	ADP
esutjss-282	437	22	roads	road	NOUN
esutjss-282	437	23	.	.	PUNCT
esutjss-282	438	1	better	well	ADJ
esutjss-282	438	2	design	design	NOUN
esutjss-282	438	3	standards	standard	NOUN
esutjss-282	438	4	in	in	ADP
esutjss-282	438	5	the	the	DET
esutjss-282	438	6	drainage	drainage	NOUN
esutjss-282	438	7	system	system	NOUN
esutjss-282	438	8	,	,	PUNCT
esutjss-282	438	9	traffic	traffic	NOUN
esutjss-282	438	10	signs	sign	NOUN
esutjss-282	438	11	and	and	CCONJ
esutjss-282	438	12	road	road	NOUN
esutjss-282	438	13	lighting	lighting	NOUN
esutjss-282	438	14	system	system	NOUN
esutjss-282	438	15	,	,	PUNCT
esutjss-282	438	16	as	as	ADV
esutjss-282	438	17	well	well	ADV
esutjss-282	438	18	as	as	ADP
esutjss-282	438	19	,	,	PUNCT
esutjss-282	438	20	traffic	traffic	NOUN
esutjss-282	438	21	calming	calm	VERB
esutjss-282	438	22	infrastructures	infrastructure	NOUN
esutjss-282	438	23	can	can	AUX
esutjss-282	438	24	save	save	VERB
esutjss-282	438	25	on	on	ADP
esutjss-282	438	26	the	the	DET
esutjss-282	438	27	number	number	NOUN
esutjss-282	438	28	of	of	ADP
esutjss-282	438	29	motor	motor	NOUN
esutjss-282	438	30	insurance	insurance	NOUN
esutjss-282	438	31	claims	claim	NOUN
esutjss-282	438	32	,	,	PUNCT
esutjss-282	438	33	as	as	ADV
esutjss-282	438	34	well	well	ADV
esutjss-282	438	35	as	as	ADP
esutjss-282	438	36	,	,	PUNCT
esutjss-282	438	37	the	the	DET
esutjss-282	438	38	cost	cost	NOUN
esutjss-282	438	39	incurred	incur	VERB
esutjss-282	438	40	in	in	ADP
esutjss-282	438	41	settling	settle	VERB
esutjss-282	438	42	the	the	DET
esutjss-282	438	43	claims	claim	NOUN
esutjss-282	438	44	.	.	PUNCT
esutjss-282	439	1	this	this	PRON
esutjss-282	439	2	aligns	align	VERB
esutjss-282	439	3	with	with	ADP
esutjss-282	439	4	the	the	DET
esutjss-282	439	5	international	international	ADJ
esutjss-282	439	6	literature	literature	NOUN
esutjss-282	439	7	(	(	PUNCT
esutjss-282	439	8	e.g.	e.g.	ADV
esutjss-282	439	9	,	,	PUNCT
esutjss-282	439	10	papadimitriou	papadimitriou	VERB
esutjss-282	439	11	et	et	PROPN
esutjss-282	439	12	al	al	PROPN
esutjss-282	439	13	.	.	PROPN
esutjss-282	439	14	,	,	PUNCT
esutjss-282	439	15	2019	2019	NUM
esutjss-282	439	16	;	;	PUNCT
esutjss-282	439	17	yannis	yannis	PROPN
esutjss-282	439	18	et	et	PROPN
esutjss-282	439	19	al	al	PROPN
esutjss-282	439	20	.	.	PROPN
esutjss-282	439	21	,	,	PUNCT
esutjss-282	439	22	2016	2016	NUM
esutjss-282	439	23	)	)	PUNCT
esutjss-282	439	24	,	,	PUNCT
esutjss-282	439	25	which	which	PRON
esutjss-282	439	26	shows	show	VERB
esutjss-282	439	27	infrastructure	infrastructure	NOUN
esutjss-282	439	28	investments	investment	NOUN
esutjss-282	439	29	to	to	PART
esutjss-282	439	30	be	be	AUX
esutjss-282	439	31	one	one	NUM
esutjss-282	439	32	of	of	ADP
esutjss-282	439	33	the	the	DET
esutjss-282	439	34	most	most	ADV
esutjss-282	439	35	cost	cost	NOUN
esutjss-282	439	36	-	-	PUNCT
esutjss-282	439	37	efficient	efficient	ADJ
esutjss-282	439	38	measures	measure	NOUN
esutjss-282	439	39	in	in	ADP
esutjss-282	439	40	enhancing	enhance	VERB
esutjss-282	439	41	road	road	NOUN
esutjss-282	439	42	safety	safety	NOUN
esutjss-282	439	43	and	and	CCONJ
esutjss-282	439	44	decreasing	decrease	VERB
esutjss-282	439	45	the	the	DET
esutjss-282	439	46	insurance	insurance	NOUN
esutjss-282	439	47	burden	burden	NOUN
esutjss-282	439	48	.	.	PUNCT
esutjss-282	440	1	such	such	ADJ
esutjss-282	440	2	improvements	improvement	NOUN
esutjss-282	440	3	may	may	AUX
esutjss-282	440	4	also	also	ADV
esutjss-282	440	5	become	become	VERB
esutjss-282	440	6	an	an	DET
esutjss-282	440	7	indirect	indirect	ADJ
esutjss-282	440	8	form	form	NOUN
esutjss-282	440	9	of	of	ADP
esutjss-282	440	10	regulation	regulation	NOUN
esutjss-282	440	11	in	in	ADP
esutjss-282	440	12	the	the	DET
esutjss-282	440	13	context	context	NOUN
esutjss-282	440	14	of	of	ADP
esutjss-282	440	15	developing	develop	VERB
esutjss-282	440	16	countries	country	NOUN
esutjss-282	440	17	such	such	ADJ
esutjss-282	440	18	as	as	ADP
esutjss-282	440	19	nigeria	nigeria	PROPN
esutjss-282	440	20	,	,	PUNCT
esutjss-282	440	21	where	where	SCONJ
esutjss-282	440	22	enforcement	enforcement	NOUN
esutjss-282	440	23	is	be	AUX
esutjss-282	440	24	loose	loose	ADJ
esutjss-282	440	25	and	and	CCONJ
esutjss-282	440	26	infrastructure	infrastructure	NOUN
esutjss-282	440	27	repair	repair	NOUN
esutjss-282	440	28	is	be	AUX
esutjss-282	440	29	random	random	ADJ
esutjss-282	440	30	,	,	PUNCT
esutjss-282	440	31	affecting	affect	VERB
esutjss-282	440	32	driver	driver	NOUN
esutjss-282	440	33	behavioral	behavioral	ADJ
esutjss-282	440	34	patterns	pattern	NOUN
esutjss-282	440	35	and	and	CCONJ
esutjss-282	440	36	minimizing	minimize	VERB
esutjss-282	440	37	high	high	ADJ
esutjss-282	440	38	risk	risk	NOUN
esutjss-282	440	39	exposure	exposure	NOUN
esutjss-282	440	40	areas	area	NOUN
esutjss-282	440	41	.	.	PUNCT
esutjss-282	441	1	references	reference	NOUN
esutjss-282	441	2	adeleke	adeleke	VERB
esutjss-282	441	3	,	,	PUNCT
esutjss-282	441	4	r.	r.	PROPN
esutjss-282	441	5	,	,	PUNCT
esutjss-282	441	6	osayomi	osayomi	NOUN
esutjss-282	441	7	,	,	PUNCT
esutjss-282	441	8	t.	t.	PROPN
esutjss-282	441	9	,	,	PUNCT
esutjss-282	441	10	&	&	CCONJ
esutjss-282	441	11	iyanda	iyanda	PROPN
esutjss-282	441	12	,	,	PUNCT
esutjss-282	441	13	a.	a.	PROPN
esutjss-282	441	14	e.	e.	PROPN
esutjss-282	441	15	(	(	PUNCT
esutjss-282	441	16	2020	2020	NUM
esutjss-282	441	17	)	)	PUNCT
esutjss-282	441	18	.	.	PUNCT
esutjss-282	442	1	geographical	geographical	ADJ
esutjss-282	442	2	patterns	pattern	NOUN
esutjss-282	442	3	and	and	CCONJ
esutjss-282	442	4	effects	effect	NOUN
esutjss-282	442	5	of	of	ADP
esutjss-282	442	6	human	human	ADJ
esutjss-282	442	7	and	and	CCONJ
esutjss-282	442	8	mechanical	mechanical	ADJ
esutjss-282	442	9	factors	factor	NOUN
esutjss-282	442	10	on	on	ADP
esutjss-282	442	11	road	road	NOUN
esutjss-282	442	12	traffic	traffic	NOUN
esutjss-282	442	13	crashes	crash	NOUN
esutjss-282	442	14	in	in	ADP
esutjss-282	442	15	nigeria	nigeria	PROPN
esutjss-282	442	16	.	.	PUNCT
esutjss-282	443	1	international	international	ADJ
esutjss-282	443	2	journal	journal	PROPN
esutjss-282	443	3	of	of	ADP
esutjss-282	443	4	injury	injury	NOUN
esutjss-282	443	5	control	control	NOUN
esutjss-282	443	6	and	and	CCONJ
esutjss-282	443	7	safety	safety	NOUN
esutjss-282	443	8	promotion	promotion	NOUN
esutjss-282	443	9	,	,	PUNCT
esutjss-282	443	10	28(1	28(1	NOUN
esutjss-282	443	11	)	)	PUNCT
esutjss-282	443	12	,	,	PUNCT
esutjss-282	443	13	3	3	NUM
esutjss-282	443	14	-	-	SYM
esutjss-282	443	15	15	15	NUM
esutjss-282	443	16	.	.	PUNCT
esutjss-282	444	1	adepoju	adepoju	PROPN
esutjss-282	444	2	,	,	PUNCT
esutjss-282	444	3	o.	o.	NOUN
esutjss-282	444	4	o.	o.	NOUN
esutjss-282	444	5	(	(	PUNCT
esutjss-282	444	6	2021	2021	NUM
esutjss-282	444	7	)	)	PUNCT
esutjss-282	444	8	.	.	PUNCT
esutjss-282	445	1	analysis	analysis	NOUN
esutjss-282	445	2	of	of	ADP
esutjss-282	445	3	road	road	NOUN
esutjss-282	445	4	transportation	transportation	NOUN
esutjss-282	445	5	infrastructure	infrastructure	NOUN
esutjss-282	445	6	construction	construction	NOUN
esutjss-282	445	7	and	and	CCONJ
esutjss-282	445	8	maintenance	maintenance	NOUN
esutjss-282	445	9	for	for	ADP
esutjss-282	445	10	sustainable	sustainable	ADJ
esutjss-282	445	11	development	development	NOUN
esutjss-282	445	12	in	in	ADP
esutjss-282	445	13	south	south	ADJ
esutjss-282	445	14	-	-	PUNCT
esutjss-282	445	15	western	western	PROPN
esutjss-282	445	16	nigeria	nigeria	PROPN
esutjss-282	445	17	.	.	PUNCT
esutjss-282	446	1	journal	journal	PROPN
esutjss-282	446	2	of	of	ADP
esutjss-282	446	3	sustainable	sustainable	ADJ
esutjss-282	446	4	development	development	NOUN
esutjss-282	446	5	of	of	ADP
esutjss-282	446	6	transport	transport	NOUN
esutjss-282	446	7	and	and	CCONJ
esutjss-282	446	8	logistics	logistic	NOUN
esutjss-282	446	9	,	,	PUNCT
esutjss-282	446	10	6(1	6(1	NUM
esutjss-282	446	11	)	)	PUNCT
esutjss-282	446	12	,	,	PUNCT
esutjss-282	446	13	49	49	NUM
esutjss-282	446	14	-	-	SYM
esutjss-282	446	15	58	58	NUM
esutjss-282	446	16	.	.	PUNCT
esutjss-282	447	1	afolabi	afolabi	NOUN
esutjss-282	447	2	,	,	PUNCT
esutjss-282	447	3	o.	o.	PROPN
esutjss-282	447	4	j.	j.	PROPN
esutjss-282	447	5	,	,	PUNCT
esutjss-282	447	6	&	&	CCONJ
esutjss-282	447	7	gbadamosi	gbadamosi	PROPN
esutjss-282	447	8	,	,	PUNCT
esutjss-282	447	9	k.	k.	PROPN
esutjss-282	447	10	t.	t.	PROPN
esutjss-282	447	11	(	(	PUNCT
esutjss-282	447	12	2017	2017	NUM
esutjss-282	447	13	)	)	PUNCT
esutjss-282	447	14	.	.	PUNCT
esutjss-282	448	1	road	road	NOUN
esutjss-282	448	2	traffic	traffic	NOUN
esutjss-282	448	3	crashes	crash	NOUN
esutjss-282	448	4	in	in	ADP
esutjss-282	448	5	nigeria	nigeria	PROPN
esutjss-282	448	6	:	:	PUNCT
esutjss-282	448	7	causes	cause	NOUN
esutjss-282	448	8	and	and	CCONJ
esutjss-282	448	9	consequences	consequence	NOUN
esutjss-282	448	10	.	.	PUNCT
esutjss-282	449	1	transport	transport	NOUN
esutjss-282	449	2	&	&	CCONJ
esutjss-282	449	3	logistics	logistic	NOUN
esutjss-282	449	4	:	:	PUNCT
esutjss-282	449	5	the	the	DET
esutjss-282	449	6	international	international	ADJ
esutjss-282	449	7	journal	journal	NOUN
esutjss-282	449	8	,	,	PUNCT
esutjss-282	449	9	17(42	17(42	PROPN
esutjss-282	449	10	)	)	PUNCT
esutjss-282	449	11	,	,	PUNCT
esutjss-282	449	12	2406	2406	NUM
esutjss-282	449	13	-	-	SYM
esutjss-282	449	14	1069	1069	NUM
esutjss-282	449	15	.	.	PUNCT
esutjss-282	449	16	agbeboh	agbeboh	NOUN
esutjss-282	449	17	,	,	PUNCT
esutjss-282	449	18	g.	g.	PROPN
esutjss-282	449	19	u.	u.	PROPN
esutjss-282	449	20	,	,	PUNCT
esutjss-282	449	21	&	&	CCONJ
esutjss-282	449	22	osabuohien	osabuohien	PROPN
esutjss-282	449	23	-	-	PUNCT
esutjss-282	449	24	irabor	irabor	NOUN
esutjss-282	449	25	,	,	PUNCT
esutjss-282	449	26	o.	o.	PROPN
esutjss-282	449	27	(	(	PUNCT
esutjss-282	449	28	2013	2013	NUM
esutjss-282	449	29	)	)	PUNCT
esutjss-282	449	30	.	.	PUNCT
esutjss-282	450	1	empirical	empirical	ADJ
esutjss-282	450	2	analysis	analysis	NOUN
esutjss-282	450	3	of	of	ADP
esutjss-282	450	4	road	road	NOUN
esutjss-282	450	5	traffic	traffic	NOUN
esutjss-282	450	6	accidents	accident	NOUN
esutjss-282	450	7	:	:	PUNCT
esutjss-282	450	8	a	a	DET
esutjss-282	450	9	case	case	NOUN
esutjss-282	450	10	study	study	NOUN
esutjss-282	450	11	of	of	ADP
esutjss-282	450	12	kogi	kogi	PROPN
esutjss-282	450	13	state	state	PROPN
esutjss-282	450	14	,	,	PUNCT
esutjss-282	450	15	north	north	NOUN
esutjss-282	450	16	-	-	PUNCT
esutjss-282	450	17	central	central	NOUN
esutjss-282	450	18	nigeria	nigeria	PROPN
esutjss-282	450	19	.	.	PUNCT
esutjss-282	451	1	international	international	ADJ
esutjss-282	451	2	journal	journal	PROPN
esutjss-282	451	3	of	of	ADP
esutjss-282	451	4	physical	physical	ADJ
esutjss-282	451	5	sciences	science	NOUN
esutjss-282	451	6	,	,	PUNCT
esutjss-282	451	7	8(40	8(40	NUM
esutjss-282	451	8	)	)	PUNCT
esutjss-282	451	9	,	,	PUNCT
esutjss-282	451	10	1923	1923	NUM
esutjss-282	451	11	-	-	SYM
esutjss-282	451	12	1933	1933	NUM
esutjss-282	451	13	.	.	PUNCT
esutjss-282	452	1	ajayi	ajayi	PROPN
esutjss-282	452	2	,	,	PUNCT
esutjss-282	452	3	o.	o.	PROPN
esutjss-282	452	4	o.	o.	PROPN
esutjss-282	452	5	,	,	PUNCT
esutjss-282	452	6	bagula	bagula	PROPN
esutjss-282	452	7	,	,	PUNCT
esutjss-282	452	8	a.	a.	PROPN
esutjss-282	452	9	b.	b.	PROPN
esutjss-282	452	10	,	,	PUNCT
esutjss-282	452	11	maluleke	maluleke	PROPN
esutjss-282	452	12	,	,	PUNCT
esutjss-282	452	13	h.	h.	PROPN
esutjss-282	452	14	c.	c.	PROPN
esutjss-282	452	15	,	,	PUNCT
esutjss-282	452	16	&	&	CCONJ
esutjss-282	452	17	odun	odun	PROPN
esutjss-282	452	18	-	-	PUNCT
esutjss-282	452	19	ayo	ayo	PROPN
esutjss-282	452	20	,	,	PUNCT
esutjss-282	452	21	i.	i.	PROPN
esutjss-282	452	22	a.	a.	PROPN
esutjss-282	452	23	(	(	PUNCT
esutjss-282	452	24	2021	2021	NUM
esutjss-282	452	25	)	)	PUNCT
esutjss-282	452	26	.	.	PUNCT
esutjss-282	453	1	transport	transport	NOUN
esutjss-282	453	2	inequalities	inequality	NOUN
esutjss-282	453	3	and	and	CCONJ
esutjss-282	453	4	the	the	DET
esutjss-282	453	5	adoption	adoption	NOUN
esutjss-282	453	6	of	of	ADP
esutjss-282	453	7	intelligent	intelligent	ADJ
esutjss-282	453	8	transportation	transportation	NOUN
esutjss-282	453	9	systems	system	NOUN
esutjss-282	453	10	in	in	ADP
esutjss-282	453	11	africa	africa	PROPN
esutjss-282	453	12	:	:	PUNCT
esutjss-282	453	13	a	a	DET
esutjss-282	453	14	research	research	NOUN
esutjss-282	453	15	landscape	landscape	NOUN
esutjss-282	453	16	.	.	PUNCT
esutjss-282	454	1	sustainability	sustainability	NOUN
esutjss-282	454	2	,	,	PUNCT
esutjss-282	454	3	13(22	13(22	NUM
esutjss-282	454	4	)	)	PUNCT
esutjss-282	454	5	,	,	PUNCT
esutjss-282	454	6	12891	12891	NUM
esutjss-282	454	7	.	.	PUNCT
esutjss-282	455	1	ajemunigbohun	ajemunigbohun	PROPN
esutjss-282	455	2	,	,	PUNCT
esutjss-282	455	3	s.	s.	PROPN
esutjss-282	455	4	s.	s.	PROPN
esutjss-282	455	5	,	,	PUNCT
esutjss-282	455	6	oreshile	oreshile	VERB
esutjss-282	455	7	,	,	PUNCT
esutjss-282	455	8	s.	s.	PROPN
esutjss-282	455	9	a.	a.	PROPN
esutjss-282	455	10	,	,	PUNCT
esutjss-282	455	11	&	&	CCONJ
esutjss-282	455	12	alli	alli	PROPN
esutjss-282	455	13	,	,	PUNCT
esutjss-282	455	14	n.	n.	PROPN
esutjss-282	455	15	g.	g.	PROPN
esutjss-282	455	16	(	(	PUNCT
esutjss-282	455	17	2018	2018	NUM
esutjss-282	455	18	)	)	PUNCT
esutjss-282	455	19	.	.	PUNCT
esutjss-282	456	1	internal	internal	ADJ
esutjss-282	456	2	marketing	marketing	NOUN
esutjss-282	456	3	,	,	PUNCT
esutjss-282	456	4	salesforce	salesforce	NOUN
esutjss-282	456	5	performance	performance	NOUN
esutjss-282	456	6	and	and	CCONJ
esutjss-282	456	7	service	service	NOUN
esutjss-282	456	8	delivery	delivery	NOUN
esutjss-282	456	9	:	:	PUNCT
esutjss-282	456	10	empirical	empirical	ADJ
esutjss-282	456	11	evidence	evidence	NOUN
esutjss-282	456	12	from	from	ADP
esutjss-282	456	13	the	the	DET
esutjss-282	456	14	nigerian	nigerian	ADJ
esutjss-282	456	15	insurance	insurance	NOUN
esutjss-282	456	16	industry	industry	NOUN
esutjss-282	456	17	.	.	PUNCT
esutjss-282	457	1	annals	annal	NOUN
esutjss-282	457	2	of	of	ADP
esutjss-282	457	3	the	the	DET
esutjss-282	457	4	university	university	PROPN
esutjss-282	457	5	of	of	ADP
esutjss-282	457	6	craiova	craiova	PROPN
esutjss-282	457	7	,	,	PUNCT
esutjss-282	457	8	economic	economic	ADJ
esutjss-282	457	9	sciences	sciences	PROPN
esutjss-282	457	10	series	series	NOUN
esutjss-282	457	11	,	,	PUNCT
esutjss-282	457	12	1(46	1(46	NUM
esutjss-282	457	13	)	)	PUNCT
esutjss-282	457	14	.	.	PUNCT
esutjss-282	458	1	akinyemi	akinyemi	NOUN
esutjss-282	458	2	,	,	PUNCT
esutjss-282	458	3	y.	y.	PROPN
esutjss-282	458	4	c.	c.	PROPN
esutjss-282	458	5	(	(	PUNCT
esutjss-282	458	6	2019	2019	NUM
esutjss-282	458	7	)	)	PUNCT
esutjss-282	458	8	.	.	PUNCT
esutjss-282	459	1	exploratory	exploratory	ADJ
esutjss-282	459	2	spatial	spatial	ADJ
esutjss-282	459	3	analysis	analysis	NOUN
esutjss-282	459	4	of	of	ADP
esutjss-282	459	5	traffic	traffic	NOUN
esutjss-282	459	6	crashes	crash	NOUN
esutjss-282	459	7	,	,	PUNCT
esutjss-282	459	8	road	road	NOUN
esutjss-282	459	9	mortality	mortality	NOUN
esutjss-282	459	10	and	and	CCONJ
esutjss-282	459	11	morbidity	morbidity	NOUN
esutjss-282	459	12	in	in	ADP
esutjss-282	459	13	nigeria	nigeria	PROPN
esutjss-282	459	14	.	.	PUNCT
esutjss-282	460	1	international	international	ADJ
esutjss-282	460	2	social	social	ADJ
esutjss-282	460	3	science	science	NOUN
esutjss-282	460	4	journal	journal	NOUN
esutjss-282	460	5	,	,	PUNCT
esutjss-282	460	6	69(232	69(232	NOUN
esutjss-282	460	7	)	)	PUNCT
esutjss-282	460	8	,	,	PUNCT
esutjss-282	460	9	119	119	NUM
esutjss-282	460	10	-	-	SYM
esutjss-282	460	11	135	135	NUM
esutjss-282	460	12	.	.	PUNCT
esutjss-282	461	1	akujor	akujor	PROPN
esutjss-282	461	2	,	,	PUNCT
esutjss-282	461	3	c.	c.	PROPN
esutjss-282	461	4	e.	e.	PROPN
esutjss-282	461	5	,	,	PUNCT
esutjss-282	461	6	uzowuru	uzowuru	PROPN
esutjss-282	461	7	,	,	PUNCT
esutjss-282	461	8	e.	e.	PROPN
esutjss-282	461	9	e.	e.	PROPN
esutjss-282	461	10	,	,	PUNCT
esutjss-282	461	11	abubakar	abubakar	PROPN
esutjss-282	461	12	,	,	PUNCT
esutjss-282	461	13	s.	s.	PROPN
esutjss-282	461	14	s.	s.	PROPN
esutjss-282	461	15	,	,	PUNCT
esutjss-282	461	16	&	&	CCONJ
esutjss-282	461	17	amakom	amakom	ADJ
esutjss-282	461	18	,	,	PUNCT
esutjss-282	461	19	c.	c.	PROPN
esutjss-282	461	20	m.	m.	NOUN
esutjss-282	461	21	(	(	PUNCT
esutjss-282	461	22	2022	2022	NUM
esutjss-282	461	23	)	)	PUNCT
esutjss-282	461	24	.	.	PUNCT
esutjss-282	462	1	decarbonisation	decarbonisation	NOUN
esutjss-282	462	2	of	of	ADP
esutjss-282	462	3	the	the	DET
esutjss-282	462	4	transport	transport	NOUN
esutjss-282	462	5	sector	sector	NOUN
esutjss-282	462	6	in	in	ADP
esutjss-282	462	7	nigeria	nigeria	PROPN
esutjss-282	462	8	.	.	PUNCT
esutjss-282	463	1	environmental	environmental	ADJ
esutjss-282	463	2	health	health	NOUN
esutjss-282	463	3	insights	insight	NOUN
esutjss-282	463	4	,	,	PUNCT
esutjss-282	463	5	16	16	NUM
esutjss-282	463	6	,	,	PUNCT
esutjss-282	463	7	11786302221125039	11786302221125039	NUM
esutjss-282	463	8	.	.	PUNCT
esutjss-282	464	1	albalate	albalate	PROPN
esutjss-282	464	2	,	,	PUNCT
esutjss-282	464	3	d.	d.	PROPN
esutjss-282	464	4	,	,	PUNCT
esutjss-282	464	5	&	&	CCONJ
esutjss-282	464	6	bel	bel	PROPN
esutjss-282	464	7	-	-	PROPN
esutjss-282	464	8	piñana	piñana	PROPN
esutjss-282	464	9	,	,	PUNCT
esutjss-282	464	10	p.	p.	NOUN
esutjss-282	464	11	(	(	PUNCT
esutjss-282	464	12	2019	2019	NUM
esutjss-282	464	13	)	)	PUNCT
esutjss-282	464	14	.	.	PUNCT
esutjss-282	465	1	the	the	DET
esutjss-282	465	2	effects	effect	NOUN
esutjss-282	465	3	of	of	ADP
esutjss-282	465	4	public	public	ADJ
esutjss-282	465	5	private	private	ADJ
esutjss-282	465	6	partnerships	partnership	NOUN
esutjss-282	465	7	on	on	ADP
esutjss-282	465	8	road	road	NOUN
esutjss-282	465	9	safety	safety	NOUN
esutjss-282	465	10	outcomes	outcome	NOUN
esutjss-282	465	11	.	.	PUNCT
esutjss-282	466	1	accident	accident	NOUN
esutjss-282	466	2	analysis	analysis	NOUN
esutjss-282	466	3	&	&	CCONJ
esutjss-282	466	4	prevention	prevention	NOUN
esutjss-282	466	5	,	,	PUNCT
esutjss-282	466	6	128	128	NUM
esutjss-282	466	7	,	,	PUNCT
esutjss-282	466	8	53	53	NUM
esutjss-282	466	9	-	-	SYM
esutjss-282	466	10	64	64	NUM
esutjss-282	466	11	.	.	PUNCT
esutjss-282	467	1	albalate	albalate	PROPN
esutjss-282	467	2	,	,	PUNCT
esutjss-282	467	3	d.	d.	PROPN
esutjss-282	467	4	,	,	PUNCT
esutjss-282	467	5	fernández	fernández	PROPN
esutjss-282	467	6	,	,	PUNCT
esutjss-282	467	7	l.	l.	PROPN
esutjss-282	467	8	,	,	PUNCT
esutjss-282	467	9	&	&	CCONJ
esutjss-282	467	10	yarygina	yarygina	PROPN
esutjss-282	467	11	,	,	PUNCT
esutjss-282	467	12	a.	a.	PROPN
esutjss-282	467	13	(	(	PUNCT
esutjss-282	467	14	2013	2013	NUM
esutjss-282	467	15	)	)	PUNCT
esutjss-282	467	16	.	.	PUNCT
esutjss-282	468	1	the	the	DET
esutjss-282	468	2	road	road	NOUN
esutjss-282	468	3	against	against	ADP
esutjss-282	468	4	fatalities	fatality	NOUN
esutjss-282	468	5	:	:	PUNCT
esutjss-282	468	6	infrastructure	infrastructure	NOUN
esutjss-282	468	7	spending	spending	NOUN
esutjss-282	468	8	vs.	vs.	ADP
esutjss-282	468	9	regulation	regulation	NOUN
esutjss-282	468	10	?	?	PUNCT
esutjss-282	468	11	?	?	PUNCT
esutjss-282	468	12	.	.	PUNCT
esutjss-282	469	1	accident	accident	NOUN
esutjss-282	469	2	analysis	analysis	NOUN
esutjss-282	469	3	&	&	CCONJ
esutjss-282	469	4	prevention	prevention	NOUN
esutjss-282	469	5	,	,	PUNCT
esutjss-282	469	6	59	59	NUM
esutjss-282	469	7	,	,	PUNCT
esutjss-282	469	8	227	227	NUM
esutjss-282	469	9	-	-	SYM
esutjss-282	469	10	239	239	NUM
esutjss-282	469	11	.	.	PUNCT
esutjss-282	469	12	225	225	NUM
esutjss-282	469	13	alli	alli	PROPN
esutjss-282	469	14	,	,	PUNCT
esutjss-282	469	15	n.	n.	PROPN
esutjss-282	469	16	g.	g.	PROPN
esutjss-282	469	17	,	,	PUNCT
esutjss-282	469	18	&	&	CCONJ
esutjss-282	469	19	ganiyu	ganiyu	PROPN
esutjss-282	469	20	,	,	PUNCT
esutjss-282	469	21	k.	k.	PROPN
esutjss-282	469	22	(	(	PUNCT
esutjss-282	469	23	2021	2021	NUM
esutjss-282	469	24	)	)	PUNCT
esutjss-282	469	25	.	.	PUNCT
esutjss-282	470	1	knowledge	knowledge	NOUN
esutjss-282	470	2	,	,	PUNCT
esutjss-282	470	3	attitude	attitude	NOUN
esutjss-282	470	4	and	and	CCONJ
esutjss-282	470	5	perception	perception	NOUN
esutjss-282	470	6	of	of	ADP
esutjss-282	470	7	artificial	artificial	ADJ
esutjss-282	470	8	intelligence	intelligence	NOUN
esutjss-282	470	9	and	and	CCONJ
esutjss-282	470	10	its	its	PRON
esutjss-282	470	11	application	application	NOUN
esutjss-282	470	12	in	in	ADP
esutjss-282	470	13	the	the	DET
esutjss-282	470	14	key	key	ADJ
esutjss-282	470	15	operations	operation	NOUN
esutjss-282	470	16	of	of	ADP
esutjss-282	470	17	insurance	insurance	NOUN
esutjss-282	470	18	in	in	ADP
esutjss-282	470	19	nigeria	nigeria	PROPN
esutjss-282	470	20	.	.	PUNCT
esutjss-282	471	1	nigerian	nigerian	PROPN
esutjss-282	471	2	journal	journal	PROPN
esutjss-282	471	3	of	of	ADP
esutjss-282	471	4	risk	risk	NOUN
esutjss-282	471	5	and	and	CCONJ
esutjss-282	471	6	insurance	insurance	NOUN
esutjss-282	471	7	,	,	PUNCT
esutjss-282	471	8	11(1	11(1	NUM
esutjss-282	471	9	)	)	PUNCT
esutjss-282	471	10	,	,	PUNCT
esutjss-282	471	11	1	1	NUM
esutjss-282	471	12	-	-	SYM
esutjss-282	471	13	19	19	NUM
esutjss-282	471	14	.	.	PUNCT
esutjss-282	472	1	alli	alli	PROPN
esutjss-282	472	2	,	,	PUNCT
esutjss-282	472	3	n.	n.	PROPN
esutjss-282	472	4	g.	g.	PROPN
esutjss-282	472	5	,	,	PUNCT
esutjss-282	472	6	&	&	CCONJ
esutjss-282	472	7	ganiyu	ganiyu	PROPN
esutjss-282	472	8	,	,	PUNCT
esutjss-282	472	9	k.	k.	PROPN
esutjss-282	472	10	(	(	PUNCT
esutjss-282	472	11	2025	2025	NUM
esutjss-282	472	12	)	)	PUNCT
esutjss-282	472	13	.	.	PUNCT
esutjss-282	473	1	empowering	empower	VERB
esutjss-282	473	2	insurance	insurance	NOUN
esutjss-282	473	3	consumers	consumer	NOUN
esutjss-282	473	4	in	in	ADP
esutjss-282	473	5	nigeria	nigeria	PROPN
esutjss-282	473	6	:	:	PUNCT
esutjss-282	473	7	exploring	explore	VERB
esutjss-282	473	8	the	the	DET
esutjss-282	473	9	interplay	interplay	NOUN
esutjss-282	473	10	between	between	ADP
esutjss-282	473	11	financial	financial	ADJ
esutjss-282	473	12	literacy	literacy	NOUN
esutjss-282	473	13	,	,	PUNCT
esutjss-282	473	14	trust	trust	NOUN
esutjss-282	473	15	,	,	PUNCT
esutjss-282	473	16	and	and	CCONJ
esutjss-282	473	17	decision	decision	NOUN
esutjss-282	473	18	-	-	PUNCT
esutjss-282	473	19	making	making	NOUN
esutjss-282	473	20	.	.	PUNCT
esutjss-282	474	1	the	the	DET
esutjss-282	474	2	journal	journal	NOUN
esutjss-282	474	3	of	of	ADP
esutjss-282	474	4	risk	risk	NOUN
esutjss-282	474	5	management	management	NOUN
esutjss-282	474	6	and	and	CCONJ
esutjss-282	474	7	insurance	insurance	NOUN
esutjss-282	474	8	,	,	PUNCT
esutjss-282	474	9	29(1	29(1	NUM
esutjss-282	474	10	)	)	PUNCT
esutjss-282	474	11	,	,	PUNCT
esutjss-282	474	12	17	17	NUM
esutjss-282	474	13	-	-	SYM
esutjss-282	474	14	46	46	NUM
esutjss-282	474	15	.	.	PUNCT
esutjss-282	475	1	alli	alli	PROPN
esutjss-282	475	2	,	,	PUNCT
esutjss-282	475	3	n.	n.	PROPN
esutjss-282	475	4	g.	g.	PROPN
esutjss-282	475	5	,	,	PUNCT
esutjss-282	475	6	aina	aina	PROPN
esutjss-282	475	7	,	,	PUNCT
esutjss-282	475	8	j.	j.	PROPN
esutjss-282	475	9	,	,	PUNCT
esutjss-282	475	10	&	&	CCONJ
esutjss-282	475	11	ganiyu	ganiyu	PROPN
esutjss-282	475	12	,	,	PUNCT
esutjss-282	475	13	k.	k.	PROPN
esutjss-282	475	14	(	(	PUNCT
esutjss-282	475	15	2023	2023	NUM
esutjss-282	475	16	)	)	PUNCT
esutjss-282	475	17	.	.	PUNCT
esutjss-282	476	1	awareness	awareness	NOUN
esutjss-282	476	2	and	and	CCONJ
esutjss-282	476	3	acceptance	acceptance	NOUN
esutjss-282	476	4	of	of	ADP
esutjss-282	476	5	household	household	NOUN
esutjss-282	476	6	(	(	PUNCT
esutjss-282	476	7	building	building	NOUN
esutjss-282	476	8	)	)	PUNCT
esutjss-282	476	9	insurance	insurance	NOUN
esutjss-282	476	10	among	among	ADP
esutjss-282	476	11	private	private	ADJ
esutjss-282	476	12	residence	residence	NOUN
esutjss-282	476	13	of	of	ADP
esutjss-282	476	14	flood	flood	NOUN
esutjss-282	476	15	prone	prone	ADJ
esutjss-282	476	16	areas	area	NOUN
esutjss-282	476	17	in	in	ADP
esutjss-282	476	18	lagos	lagos	PROPN
esutjss-282	476	19	state	state	NOUN
esutjss-282	476	20	,	,	PUNCT
esutjss-282	476	21	nigeria	nigeria	PROPN
esutjss-282	476	22	.	.	PUNCT
esutjss-282	477	1	caritas	caritas	PROPN
esutjss-282	477	2	journal	journal	PROPN
esutjss-282	477	3	of	of	ADP
esutjss-282	477	4	management	management	NOUN
esutjss-282	477	5	,	,	PUNCT
esutjss-282	477	6	social	social	ADJ
esutjss-282	477	7	sciences	science	NOUN
esutjss-282	477	8	and	and	CCONJ
esutjss-282	477	9	humanities	humanity	NOUN
esutjss-282	477	10	,	,	PUNCT
esutjss-282	477	11	2(1	2(1	NUM
esutjss-282	477	12	)	)	PUNCT
esutjss-282	477	13	.	.	PUNCT
esutjss-282	478	1	alli	alli	PROPN
esutjss-282	478	2	,	,	PUNCT
esutjss-282	478	3	n.	n.	PROPN
esutjss-282	478	4	g.	g.	PROPN
esutjss-282	478	5	,	,	PUNCT
esutjss-282	478	6	ganiyu	ganiyu	NOUN
esutjss-282	478	7	,	,	PUNCT
esutjss-282	478	8	k.	k.	PROPN
esutjss-282	478	9	,	,	PUNCT
esutjss-282	478	10	&	&	CCONJ
esutjss-282	478	11	aina	aina	PROPN
esutjss-282	478	12	,	,	PUNCT
esutjss-282	478	13	j.	j.	PROPN
esutjss-282	478	14	(	(	PUNCT
esutjss-282	478	15	2020	2020	NUM
esutjss-282	478	16	)	)	PUNCT
esutjss-282	478	17	.	.	PUNCT
esutjss-282	479	1	place	place	NOUN
esutjss-282	479	2	of	of	ADP
esutjss-282	479	3	nigerian	nigerian	ADJ
esutjss-282	479	4	insurance	insurance	NOUN
esutjss-282	479	5	industry	industry	NOUN
esutjss-282	479	6	in	in	ADP
esutjss-282	479	7	cryptocurrency	cryptocurrency	NOUN
esutjss-282	479	8	insurance	insurance	NOUN
esutjss-282	479	9	as	as	ADP
esutjss-282	479	10	an	an	DET
esutjss-282	479	11	emerging	emerge	VERB
esutjss-282	479	12	market	market	NOUN
esutjss-282	479	13	.	.	PUNCT
esutjss-282	480	1	esut	esut	PROPN
esutjss-282	480	2	journal	journal	PROPN
esutjss-282	480	3	of	of	ADP
esutjss-282	480	4	social	social	ADJ
esutjss-282	480	5	sciences	science	NOUN
esutjss-282	480	6	,	,	PUNCT
esutjss-282	480	7	5(3	5(3	NUM
esutjss-282	480	8	)	)	PUNCT
esutjss-282	480	9	.	.	PUNCT
esutjss-282	481	1	alli	alli	PROPN
esutjss-282	481	2	,	,	PUNCT
esutjss-282	481	3	n.g	n.g	X
esutjss-282	481	4	(	(	PUNCT
esutjss-282	481	5	2024	2024	NUM
esutjss-282	481	6	)	)	PUNCT
esutjss-282	481	7	.	.	PUNCT
esutjss-282	482	1	assessing	assess	VERB
esutjss-282	482	2	the	the	DET
esutjss-282	482	3	risk	risk	NOUN
esutjss-282	482	4	perception	perception	NOUN
esutjss-282	482	5	of	of	ADP
esutjss-282	482	6	of	of	ADP
esutjss-282	482	7	genetically	genetically	ADV
esutjss-282	482	8	modified	modify	VERB
esutjss-282	482	9	crops	crop	NOUN
esutjss-282	482	10	among	among	ADP
esutjss-282	482	11	farmers	farmer	NOUN
esutjss-282	482	12	in	in	ADP
esutjss-282	482	13	nigeria	nigeria	PROPN
esutjss-282	482	14	:	:	PUNCT
esutjss-282	482	15	implications	implication	NOUN
esutjss-282	482	16	for	for	ADP
esutjss-282	482	17	agricultural	agricultural	ADJ
esutjss-282	482	18	insurance	insurance	NOUN
esutjss-282	482	19	policies	policy	NOUN
esutjss-282	482	20	.	.	PUNCT
esutjss-282	483	1	journal	journal	NOUN
esutjss-282	483	2	of	of	ADP
esutjss-282	483	3	management	management	NOUN
esutjss-282	483	4	and	and	CCONJ
esutjss-282	483	5	tourism	tourism	NOUN
esutjss-282	483	6	research	research	NOUN
esutjss-282	483	7	,	,	PUNCT
esutjss-282	483	8	6(2	6(2	NUM
esutjss-282	483	9	)	)	PUNCT
esutjss-282	483	10	,	,	PUNCT
esutjss-282	483	11	27	27	NUM
esutjss-282	483	12	-	-	SYM
esutjss-282	483	13	44	44	NUM
esutjss-282	483	14	atalay	atalay	ADJ
esutjss-282	483	15	,	,	PUNCT
esutjss-282	483	16	y.	y.	PROPN
esutjss-282	483	17	a.	a.	PROPN
esutjss-282	483	18	,	,	PUNCT
esutjss-282	483	19	alemie	alemie	PROPN
esutjss-282	483	20	,	,	PUNCT
esutjss-282	483	21	b.	b.	PROPN
esutjss-282	483	22	w.	w.	PROPN
esutjss-282	483	23	,	,	PUNCT
esutjss-282	483	24	gelaw	gelaw	NOUN
esutjss-282	483	25	,	,	PUNCT
esutjss-282	483	26	b.	b.	PROPN
esutjss-282	483	27	,	,	PUNCT
esutjss-282	483	28	&	&	CCONJ
esutjss-282	483	29	gelaw	gelaw	PROPN
esutjss-282	483	30	,	,	PUNCT
esutjss-282	483	31	k.	k.	PROPN
esutjss-282	483	32	a.	a.	PROPN
esutjss-282	483	33	(	(	PUNCT
esutjss-282	483	34	2025	2025	NUM
esutjss-282	483	35	)	)	PUNCT
esutjss-282	483	36	.	.	PUNCT
esutjss-282	484	1	epidemiology	epidemiology	NOUN
esutjss-282	484	2	of	of	ADP
esutjss-282	484	3	road	road	NOUN
esutjss-282	484	4	traffic	traffic	NOUN
esutjss-282	484	5	accidents	accident	NOUN
esutjss-282	484	6	and	and	CCONJ
esutjss-282	484	7	its	its	PRON
esutjss-282	484	8	associated	associated	ADJ
esutjss-282	484	9	factors	factor	NOUN
esutjss-282	484	10	among	among	ADP
esutjss-282	484	11	public	public	ADJ
esutjss-282	484	12	transportation	transportation	NOUN
esutjss-282	484	13	in	in	ADP
esutjss-282	484	14	africa	africa	PROPN
esutjss-282	484	15	:	:	PUNCT
esutjss-282	484	16	systematic	systematic	ADJ
esutjss-282	484	17	review	review	NOUN
esutjss-282	484	18	and	and	CCONJ
esutjss-282	484	19	meta	meta	ADJ
esutjss-282	484	20	-	-	PUNCT
esutjss-282	484	21	analysis	analysis	NOUN
esutjss-282	484	22	.	.	PUNCT
esutjss-282	485	1	frontiers	frontier	NOUN
esutjss-282	485	2	in	in	ADP
esutjss-282	485	3	public	public	ADJ
esutjss-282	485	4	health	health	NOUN
esutjss-282	485	5	,	,	PUNCT
esutjss-282	485	6	13	13	NUM
esutjss-282	485	7	,	,	PUNCT
esutjss-282	485	8	1511715	1511715	NUM
esutjss-282	485	9	.	.	PUNCT
esutjss-282	486	1	atubi	atubi	NOUN
esutjss-282	486	2	,	,	PUNCT
esutjss-282	486	3	a.	a.	NOUN
esutjss-282	486	4	o.	o.	NOUN
esutjss-282	486	5	(	(	PUNCT
esutjss-282	486	6	2021	2021	NUM
esutjss-282	486	7	)	)	PUNCT
esutjss-282	486	8	.	.	PUNCT
esutjss-282	487	1	road	road	NOUN
esutjss-282	487	2	investment	investment	NOUN
esutjss-282	487	3	and	and	CCONJ
esutjss-282	487	4	traffic	traffic	NOUN
esutjss-282	487	5	safety	safety	NOUN
esutjss-282	487	6	in	in	ADP
esutjss-282	487	7	nigeria	nigeria	PROPN
esutjss-282	487	8	.	.	PUNCT
esutjss-282	488	1	international	international	ADJ
esutjss-282	488	2	journal	journal	PROPN
esutjss-282	488	3	of	of	ADP
esutjss-282	488	4	scientific	scientific	ADJ
esutjss-282	488	5	and	and	CCONJ
esutjss-282	488	6	applied	applied	ADJ
esutjss-282	488	7	research	research	NOUN
esutjss-282	488	8	(	(	PUNCT
esutjss-282	488	9	ijsar	ijsar	PROPN
esutjss-282	488	10	)	)	PUNCT
esutjss-282	488	11	,	,	PUNCT
esutjss-282	488	12	eissn	eissn	PROPN
esutjss-282	488	13	:	:	PUNCT
esutjss-282	488	14	2583	2583	NUM
esutjss-282	488	15	-	-	SYM
esutjss-282	488	16	0279	0279	NUM
esutjss-282	488	17	,	,	PUNCT
esutjss-282	488	18	1(8	1(8	NUM
esutjss-282	488	19	)	)	PUNCT
esutjss-282	488	20	,	,	PUNCT
esutjss-282	488	21	7	7	NUM
esutjss-282	488	22	-	-	SYM
esutjss-282	488	23	14	14	NUM
esutjss-282	488	24	.	.	PUNCT
esutjss-282	489	1	awoniyi	awoniyi	PROPN
esutjss-282	489	2	,	,	PUNCT
esutjss-282	489	3	o.	o.	PROPN
esutjss-282	489	4	,	,	PUNCT
esutjss-282	489	5	hart	hart	PROPN
esutjss-282	489	6	,	,	PUNCT
esutjss-282	489	7	a.	a.	NOUN
esutjss-282	489	8	,	,	PUNCT
esutjss-282	489	9	argote	argote	NOUN
esutjss-282	489	10	-	-	PUNCT
esutjss-282	489	11	aramendiz	aramendiz	PROPN
esutjss-282	489	12	,	,	PUNCT
esutjss-282	489	13	k.	k.	PROPN
esutjss-282	489	14	,	,	PUNCT
esutjss-282	489	15	voskanyan	voskanyan	PROPN
esutjss-282	489	16	,	,	PUNCT
esutjss-282	489	17	a.	a.	NOUN
esutjss-282	489	18	,	,	PUNCT
esutjss-282	489	19	sarin	sarin	NOUN
esutjss-282	489	20	,	,	PUNCT
esutjss-282	489	21	r.	r.	PROPN
esutjss-282	489	22	,	,	PUNCT
esutjss-282	489	23	molloy	molloy	PROPN
esutjss-282	489	24	,	,	PUNCT
esutjss-282	489	25	m.	m.	NOUN
esutjss-282	489	26	s.	s.	PROPN
esutjss-282	489	27	,	,	PUNCT
esutjss-282	489	28	&	&	CCONJ
esutjss-282	489	29	ciottone	ciottone	PROPN
esutjss-282	489	30	,	,	PUNCT
esutjss-282	489	31	g.	g.	PROPN
esutjss-282	489	32	r.	r.	PROPN
esutjss-282	489	33	(	(	PUNCT
esutjss-282	489	34	2022	2022	NUM
esutjss-282	489	35	)	)	PUNCT
esutjss-282	489	36	.	.	PUNCT
esutjss-282	490	1	trend	trend	NOUN
esutjss-282	490	2	analysis	analysis	NOUN
esutjss-282	490	3	on	on	ADP
esutjss-282	490	4	road	road	NOUN
esutjss-282	490	5	traffic	traffic	NOUN
esutjss-282	490	6	collision	collision	NOUN
esutjss-282	490	7	occurrence	occurrence	NOUN
esutjss-282	490	8	in	in	ADP
esutjss-282	490	9	nigeria	nigeria	PROPN
esutjss-282	490	10	.	.	PUNCT
esutjss-282	491	1	disaster	disaster	NOUN
esutjss-282	491	2	medicine	medicine	NOUN
esutjss-282	491	3	and	and	CCONJ
esutjss-282	491	4	public	public	ADJ
esutjss-282	491	5	health	health	NOUN
esutjss-282	491	6	preparedness	preparedness	NOUN
esutjss-282	491	7	,	,	PUNCT
esutjss-282	491	8	16(4	16(4	NUM
esutjss-282	491	9	)	)	PUNCT
esutjss-282	491	10	,	,	PUNCT
esutjss-282	491	11	1517	1517	NUM
esutjss-282	491	12	-	-	SYM
esutjss-282	491	13	1523	1523	NUM
esutjss-282	491	14	.	.	PUNCT
esutjss-282	492	1	bayode	bayode	NOUN
esutjss-282	492	2	,	,	PUNCT
esutjss-282	492	3	o.	o.	PROPN
esutjss-282	492	4	,	,	PUNCT
esutjss-282	492	5	aderinola	aderinola	PROPN
esutjss-282	492	6	,	,	PUNCT
esutjss-282	492	7	o.	o.	PROPN
esutjss-282	492	8	s.	s.	PROPN
esutjss-282	492	9	,	,	PUNCT
esutjss-282	492	10	&	&	CCONJ
esutjss-282	492	11	oluyemi	oluyemi	ADJ
esutjss-282	492	12	-	-	PUNCT
esutjss-282	492	13	ayibiowu	ayibiowu	PROPN
esutjss-282	492	14	,	,	PUNCT
esutjss-282	492	15	b.	b.	PROPN
esutjss-282	492	16	d.	d.	PROPN
esutjss-282	492	17	(	(	PUNCT
esutjss-282	492	18	2025	2025	NUM
esutjss-282	492	19	)	)	PUNCT
esutjss-282	492	20	.	.	PUNCT
esutjss-282	493	1	application	application	NOUN
esutjss-282	493	2	of	of	ADP
esutjss-282	493	3	machine	machine	NOUN
esutjss-282	493	4	learning	learn	VERB
esutjss-282	493	5	for	for	ADP
esutjss-282	493	6	road	road	NOUN
esutjss-282	493	7	safety	safety	NOUN
esutjss-282	493	8	modeling	modeling	NOUN
esutjss-282	493	9	of	of	ADP
esutjss-282	493	10	selected	select	VERB
esutjss-282	493	11	south	south	ADJ
esutjss-282	493	12	-	-	PUNCT
esutjss-282	493	13	west	west	NOUN
esutjss-282	493	14	highway	highway	NOUN
esutjss-282	493	15	in	in	ADP
esutjss-282	493	16	nigeria	nigeria	PROPN
esutjss-282	493	17	.	.	PUNCT
esutjss-282	494	1	european	european	PROPN
esutjss-282	494	2	journal	journal	PROPN
esutjss-282	494	3	of	of	ADP
esutjss-282	494	4	applied	apply	VERB
esutjss-282	494	5	science	science	NOUN
esutjss-282	494	6	,	,	PUNCT
esutjss-282	494	7	engineering	engineering	NOUN
esutjss-282	494	8	and	and	CCONJ
esutjss-282	494	9	technology	technology	NOUN
esutjss-282	494	10	,	,	PUNCT
esutjss-282	494	11	3(3	3(3	NUM
esutjss-282	494	12	)	)	PUNCT
esutjss-282	494	13	,	,	PUNCT
esutjss-282	494	14	202213	202213	NUM
esutjss-282	494	15	.	.	PUNCT
esutjss-282	495	1	bayode	bayode	NOUN
esutjss-282	495	2	,	,	PUNCT
esutjss-282	495	3	t.	t.	PROPN
esutjss-282	495	4	,	,	PUNCT
esutjss-282	495	5	popoola	popoola	PROPN
esutjss-282	495	6	,	,	PUNCT
esutjss-282	495	7	a.	a.	PROPN
esutjss-282	495	8	,	,	PUNCT
esutjss-282	495	9	akogun	akogun	NOUN
esutjss-282	495	10	,	,	PUNCT
esutjss-282	495	11	o.	o.	PROPN
esutjss-282	495	12	,	,	PUNCT
esutjss-282	495	13	siegmund	siegmund	PROPN
esutjss-282	495	14	,	,	PUNCT
esutjss-282	495	15	a.	a.	NOUN
esutjss-282	495	16	,	,	PUNCT
esutjss-282	495	17	magidimisha	magidimisha	PROPN
esutjss-282	495	18	-	-	PUNCT
esutjss-282	495	19	chipungu	chipungu	PROPN
esutjss-282	495	20	,	,	PUNCT
esutjss-282	495	21	h.	h.	PROPN
esutjss-282	495	22	,	,	PUNCT
esutjss-282	495	23	&	&	CCONJ
esutjss-282	495	24	ipingbemi	ipingbemi	PROPN
esutjss-282	495	25	,	,	PUNCT
esutjss-282	495	26	o.	o.	PROPN
esutjss-282	495	27	(	(	PUNCT
esutjss-282	495	28	2022	2022	NUM
esutjss-282	495	29	)	)	PUNCT
esutjss-282	495	30	.	.	PUNCT
esutjss-282	496	1	spatial	spatial	ADJ
esutjss-282	496	2	variability	variability	NOUN
esutjss-282	496	3	of	of	ADP
esutjss-282	496	4	covid-19	covid-19	PROPN
esutjss-282	496	5	and	and	CCONJ
esutjss-282	496	6	its	its	PRON
esutjss-282	496	7	risk	risk	NOUN
esutjss-282	496	8	factors	factor	NOUN
esutjss-282	496	9	in	in	ADP
esutjss-282	496	10	nigeria	nigeria	PROPN
esutjss-282	496	11	:	:	PUNCT
esutjss-282	496	12	a	a	DET
esutjss-282	496	13	spatial	spatial	ADJ
esutjss-282	496	14	regression	regression	NOUN
esutjss-282	496	15	method	method	NOUN
esutjss-282	496	16	.	.	PUNCT
esutjss-282	497	1	applied	apply	VERB
esutjss-282	497	2	geography	geography	NOUN
esutjss-282	497	3	,	,	PUNCT
esutjss-282	497	4	138	138	NUM
esutjss-282	497	5	,	,	PUNCT
esutjss-282	497	6	102621	102621	NUM
esutjss-282	497	7	.	.	PUNCT
esutjss-282	498	1	beitelmal	beitelmal	ADJ
esutjss-282	498	2	,	,	PUNCT
esutjss-282	498	3	w.	w.	PROPN
esutjss-282	498	4	h.	h.	PROPN
esutjss-282	498	5	,	,	PUNCT
esutjss-282	498	6	nwokolo	nwokolo	PROPN
esutjss-282	498	7	,	,	PUNCT
esutjss-282	498	8	s.	s.	PROPN
esutjss-282	498	9	c.	c.	PROPN
esutjss-282	498	10	,	,	PUNCT
esutjss-282	498	11	meyer	meyer	PROPN
esutjss-282	498	12	,	,	PUNCT
esutjss-282	498	13	e.	e.	PROPN
esutjss-282	498	14	l.	l.	PROPN
esutjss-282	498	15	,	,	PUNCT
esutjss-282	498	16	&	&	CCONJ
esutjss-282	498	17	ahia	ahia	PROPN
esutjss-282	498	18	,	,	PUNCT
esutjss-282	498	19	c.	c.	PROPN
esutjss-282	498	20	c.	c.	PROPN
esutjss-282	498	21	(	(	PUNCT
esutjss-282	498	22	2024	2024	NUM
esutjss-282	498	23	)	)	PUNCT
esutjss-282	498	24	.	.	PUNCT
esutjss-282	499	1	exploring	explore	VERB
esutjss-282	499	2	adaptation	adaptation	NOUN
esutjss-282	499	3	strategies	strategy	NOUN
esutjss-282	499	4	to	to	PART
esutjss-282	499	5	mitigate	mitigate	VERB
esutjss-282	499	6	climate	climate	NOUN
esutjss-282	499	7	threats	threat	NOUN
esutjss-282	499	8	to	to	ADP
esutjss-282	499	9	transportation	transportation	NOUN
esutjss-282	499	10	infrastructure	infrastructure	NOUN
esutjss-282	499	11	in	in	ADP
esutjss-282	499	12	nigeria	nigeria	PROPN
esutjss-282	499	13	:	:	PUNCT
esutjss-282	499	14	lagos	lagos	NOUN
esutjss-282	499	15	city	city	NOUN
esutjss-282	499	16	,	,	PUNCT
esutjss-282	499	17	as	as	ADP
esutjss-282	499	18	a	a	DET
esutjss-282	499	19	case	case	NOUN
esutjss-282	499	20	study	study	NOUN
esutjss-282	499	21	.	.	PUNCT
esutjss-282	500	1	climate	climate	NOUN
esutjss-282	500	2	,	,	PUNCT
esutjss-282	500	3	12(8	12(8	NUM
esutjss-282	500	4	)	)	PUNCT
esutjss-282	500	5	,	,	PUNCT
esutjss-282	500	6	117	117	NUM
esutjss-282	500	7	.	.	PUNCT
esutjss-282	500	8	ben	ben	PROPN
esutjss-282	500	9	,	,	PUNCT
esutjss-282	500	10	s.	s.	PROPN
esutjss-282	500	11	o.	o.	PROPN
esutjss-282	500	12	(	(	PUNCT
esutjss-282	500	13	2019	2019	NUM
esutjss-282	500	14	)	)	PUNCT
esutjss-282	500	15	.	.	PUNCT
esutjss-282	501	1	significance	significance	NOUN
esutjss-282	501	2	of	of	ADP
esutjss-282	501	3	road	road	NOUN
esutjss-282	501	4	infrastructure	infrastructure	NOUN
esutjss-282	501	5	on	on	ADP
esutjss-282	501	6	economic	economic	ADJ
esutjss-282	501	7	sustainability	sustainability	NOUN
esutjss-282	501	8	.	.	PUNCT
esutjss-282	502	1	american	american	PROPN
esutjss-282	502	2	international	international	PROPN
esutjss-282	502	3	journal	journal	PROPN
esutjss-282	502	4	of	of	ADP
esutjss-282	502	5	multidisciplinary	multidisciplinary	ADJ
esutjss-282	502	6	scientific	scientific	ADJ
esutjss-282	502	7	research	research	NOUN
esutjss-282	502	8	,	,	PUNCT
esutjss-282	502	9	5(4	5(4	NUM
esutjss-282	502	10	)	)	PUNCT
esutjss-282	502	11	,	,	PUNCT
esutjss-282	502	12	1	1	NUM
esutjss-282	502	13	-	-	SYM
esutjss-282	502	14	9	9	NUM
esutjss-282	502	15	.	.	NUM
esutjss-282	502	16	berhanu	berhanu	NOUN
esutjss-282	502	17	,	,	PUNCT
esutjss-282	502	18	y.	y.	PROPN
esutjss-282	502	19	,	,	PUNCT
esutjss-282	502	20	alemayehu	alemayehu	PROPN
esutjss-282	502	21	,	,	PUNCT
esutjss-282	502	22	e.	e.	PROPN
esutjss-282	502	23	,	,	PUNCT
esutjss-282	502	24	&	&	CCONJ
esutjss-282	502	25	schröder	schröder	PROPN
esutjss-282	502	26	,	,	PUNCT
esutjss-282	502	27	d.	d.	PROPN
esutjss-282	502	28	(	(	PUNCT
esutjss-282	502	29	2023	2023	NUM
esutjss-282	502	30	)	)	PUNCT
esutjss-282	502	31	.	.	PUNCT
esutjss-282	503	1	examining	examine	VERB
esutjss-282	503	2	car	car	NOUN
esutjss-282	503	3	accident	accident	NOUN
esutjss-282	503	4	prediction	prediction	NOUN
esutjss-282	503	5	techniques	technique	NOUN
esutjss-282	503	6	and	and	CCONJ
esutjss-282	503	7	road	road	NOUN
esutjss-282	503	8	traffic	traffic	NOUN
esutjss-282	503	9	congestion	congestion	NOUN
esutjss-282	503	10	:	:	PUNCT
esutjss-282	503	11	a	a	DET
esutjss-282	503	12	comparative	comparative	ADJ
esutjss-282	503	13	analysis	analysis	NOUN
esutjss-282	503	14	of	of	ADP
esutjss-282	503	15	road	road	NOUN
esutjss-282	503	16	safety	safety	NOUN
esutjss-282	503	17	and	and	CCONJ
esutjss-282	503	18	226	226	NUM
esutjss-282	503	19	prevention	prevention	NOUN
esutjss-282	503	20	of	of	ADP
esutjss-282	503	21	world	world	NOUN
esutjss-282	503	22	challenges	challenge	NOUN
esutjss-282	503	23	in	in	ADP
esutjss-282	503	24	low‐income	low‐income	ADV
esutjss-282	503	25	and	and	CCONJ
esutjss-282	503	26	high‐income	high‐income	NOUN
esutjss-282	503	27	countries	country	NOUN
esutjss-282	503	28	.	.	PUNCT
esutjss-282	504	1	journal	journal	NOUN
esutjss-282	504	2	of	of	ADP
esutjss-282	504	3	advanced	advanced	ADJ
esutjss-282	504	4	transportation	transportation	NOUN
esutjss-282	504	5	,	,	PUNCT
esutjss-282	504	6	2023(1	2023(1	NUM
esutjss-282	504	7	)	)	PUNCT
esutjss-282	504	8	,	,	PUNCT
esutjss-282	504	9	6643412	6643412	NUM
esutjss-282	504	10	.	.	PUNCT
esutjss-282	505	1	bonera	bonera	NOUN
esutjss-282	505	2	,	,	PUNCT
esutjss-282	505	3	m.	m.	NOUN
esutjss-282	505	4	,	,	PUNCT
esutjss-282	505	5	barabino	barabino	PROPN
esutjss-282	505	6	,	,	PUNCT
esutjss-282	505	7	b.	b.	PROPN
esutjss-282	505	8	,	,	PUNCT
esutjss-282	505	9	yannis	yannis	PROPN
esutjss-282	505	10	,	,	PUNCT
esutjss-282	505	11	g.	g.	PROPN
esutjss-282	505	12	,	,	PUNCT
esutjss-282	505	13	&	&	CCONJ
esutjss-282	505	14	maternini	maternini	PROPN
esutjss-282	505	15	,	,	PUNCT
esutjss-282	505	16	g.	g.	PROPN
esutjss-282	505	17	(	(	PUNCT
esutjss-282	505	18	2024	2024	NUM
esutjss-282	505	19	)	)	PUNCT
esutjss-282	505	20	.	.	PUNCT
esutjss-282	506	1	network	network	NOUN
esutjss-282	506	2	-	-	PUNCT
esutjss-282	506	3	wide	wide	ADJ
esutjss-282	506	4	road	road	NOUN
esutjss-282	506	5	crash	crash	NOUN
esutjss-282	506	6	risk	risk	NOUN
esutjss-282	506	7	screening	screen	VERB
esutjss-282	506	8	:	:	PUNCT
esutjss-282	506	9	a	a	DET
esutjss-282	506	10	new	new	ADJ
esutjss-282	506	11	framework	framework	NOUN
esutjss-282	506	12	.	.	PUNCT
esutjss-282	507	1	accident	accident	NOUN
esutjss-282	507	2	analysis	analysis	NOUN
esutjss-282	507	3	&	&	CCONJ
esutjss-282	507	4	prevention	prevention	NOUN
esutjss-282	507	5	,	,	PUNCT
esutjss-282	507	6	199	199	NUM
esutjss-282	507	7	,	,	PUNCT
esutjss-282	507	8	107502	107502	NUM
esutjss-282	507	9	.	.	PUNCT
esutjss-282	508	1	bordoff	bordoff	PROPN
esutjss-282	508	2	,	,	PUNCT
esutjss-282	508	3	j.	j.	PROPN
esutjss-282	508	4	e.	e.	PROPN
esutjss-282	508	5	,	,	PUNCT
esutjss-282	508	6	&	&	CCONJ
esutjss-282	508	7	noel	noel	PROPN
esutjss-282	508	8	,	,	PUNCT
esutjss-282	508	9	p.	p.	PROPN
esutjss-282	508	10	j.	j.	PROPN
esutjss-282	508	11	(	(	PUNCT
esutjss-282	508	12	2008	2008	NUM
esutjss-282	508	13	)	)	PUNCT
esutjss-282	508	14	.	.	PUNCT
esutjss-282	509	1	pay	pay	VERB
esutjss-282	509	2	-	-	PUNCT
esutjss-282	509	3	as	as	ADP
esutjss-282	509	4	-	-	PUNCT
esutjss-282	509	5	you	you	PRON
esutjss-282	509	6	-	-	PUNCT
esutjss-282	509	7	drive	drive	VERB
esutjss-282	509	8	auto	auto	NOUN
esutjss-282	509	9	insurance	insurance	NOUN
esutjss-282	509	10	:	:	PUNCT
esutjss-282	509	11	a	a	DET
esutjss-282	509	12	simple	simple	ADJ
esutjss-282	509	13	way	way	NOUN
esutjss-282	509	14	to	to	PART
esutjss-282	509	15	reduce	reduce	VERB
esutjss-282	509	16	driving	driving	NOUN
esutjss-282	509	17	-	-	PUNCT
esutjss-282	509	18	related	relate	VERB
esutjss-282	509	19	harms	harm	NOUN
esutjss-282	509	20	and	and	CCONJ
esutjss-282	509	21	increase	increase	VERB
esutjss-282	509	22	equity	equity	NOUN
esutjss-282	509	23	.	.	PUNCT
esutjss-282	510	1	washington	washington	PROPN
esutjss-282	510	2	,	,	PUNCT
esutjss-282	510	3	dc	dc	PROPN
esutjss-282	510	4	:	:	PUNCT
esutjss-282	510	5	brookings	brookings	PROPN
esutjss-282	510	6	institution	institution	NOUN
esutjss-282	510	7	.	.	PUNCT
esutjss-282	511	1	borsati	borsati	NOUN
esutjss-282	511	2	,	,	PUNCT
esutjss-282	511	3	m.	m.	NOUN
esutjss-282	511	4	,	,	PUNCT
esutjss-282	511	5	cascarano	cascarano	NOUN
esutjss-282	511	6	,	,	PUNCT
esutjss-282	511	7	m.	m.	NOUN
esutjss-282	511	8	,	,	PUNCT
esutjss-282	511	9	&	&	CCONJ
esutjss-282	511	10	bazzana	bazzana	PROPN
esutjss-282	511	11	,	,	PUNCT
esutjss-282	511	12	f.	f.	PROPN
esutjss-282	511	13	(	(	PUNCT
esutjss-282	511	14	2019	2019	NUM
esutjss-282	511	15	)	)	PUNCT
esutjss-282	511	16	.	.	PUNCT
esutjss-282	512	1	on	on	ADP
esutjss-282	512	2	the	the	DET
esutjss-282	512	3	impact	impact	NOUN
esutjss-282	512	4	of	of	ADP
esutjss-282	512	5	average	average	ADJ
esutjss-282	512	6	speed	speed	NOUN
esutjss-282	512	7	enforcement	enforcement	NOUN
esutjss-282	512	8	systems	system	NOUN
esutjss-282	512	9	in	in	ADP
esutjss-282	512	10	reducing	reduce	VERB
esutjss-282	512	11	highway	highway	NOUN
esutjss-282	512	12	accidents	accident	NOUN
esutjss-282	512	13	:	:	PUNCT
esutjss-282	512	14	evidence	evidence	NOUN
esutjss-282	512	15	from	from	ADP
esutjss-282	512	16	the	the	DET
esutjss-282	512	17	italian	italian	ADJ
esutjss-282	512	18	safety	safety	NOUN
esutjss-282	512	19	tutor	tutor	NOUN
esutjss-282	512	20	.	.	PUNCT
esutjss-282	513	1	economics	economic	NOUN
esutjss-282	513	2	of	of	ADP
esutjss-282	513	3	transportation	transportation	NOUN
esutjss-282	513	4	,	,	PUNCT
esutjss-282	513	5	20	20	NUM
esutjss-282	513	6	,	,	PUNCT
esutjss-282	513	7	100123	100123	NUM
esutjss-282	513	8	.	.	PUNCT
esutjss-282	514	1	chand	chand	PROPN
esutjss-282	514	2	,	,	PUNCT
esutjss-282	514	3	a.	a.	PROPN
esutjss-282	514	4	,	,	PUNCT
esutjss-282	514	5	jayesh	jayesh	NOUN
esutjss-282	514	6	,	,	PUNCT
esutjss-282	514	7	s.	s.	PROPN
esutjss-282	514	8	,	,	PUNCT
esutjss-282	514	9	&	&	CCONJ
esutjss-282	514	10	bhasi	bhasi	PROPN
esutjss-282	514	11	,	,	PUNCT
esutjss-282	514	12	a.	a.	PROPN
esutjss-282	514	13	b.	b.	PROPN
esutjss-282	514	14	(	(	PUNCT
esutjss-282	514	15	2021	2021	NUM
esutjss-282	514	16	)	)	PUNCT
esutjss-282	514	17	.	.	PUNCT
esutjss-282	515	1	road	road	NOUN
esutjss-282	515	2	traffic	traffic	NOUN
esutjss-282	515	3	accidents	accident	NOUN
esutjss-282	515	4	:	:	PUNCT
esutjss-282	515	5	an	an	DET
esutjss-282	515	6	overview	overview	NOUN
esutjss-282	515	7	of	of	ADP
esutjss-282	515	8	data	datum	NOUN
esutjss-282	515	9	sources	source	NOUN
esutjss-282	515	10	,	,	PUNCT
esutjss-282	515	11	analysis	analysis	NOUN
esutjss-282	515	12	techniques	technique	NOUN
esutjss-282	515	13	and	and	CCONJ
esutjss-282	515	14	contributing	contribute	VERB
esutjss-282	515	15	factors	factor	NOUN
esutjss-282	515	16	.	.	PUNCT
esutjss-282	516	1	materials	material	NOUN
esutjss-282	516	2	today	today	NOUN
esutjss-282	516	3	:	:	PUNCT
esutjss-282	516	4	proceedings	proceeding	NOUN
esutjss-282	516	5	,	,	PUNCT
esutjss-282	516	6	47	47	NUM
esutjss-282	516	7	,	,	PUNCT
esutjss-282	516	8	5135	5135	NUM
esutjss-282	516	9	-	-	SYM
esutjss-282	516	10	5141	5141	NUM
esutjss-282	516	11	.	.	PUNCT
esutjss-282	517	1	clemente	clemente	PROPN
esutjss-282	517	2	,	,	PUNCT
esutjss-282	517	3	g.	g.	PROPN
esutjss-282	517	4	p.	p.	PROPN
esutjss-282	517	5	,	,	PUNCT
esutjss-282	517	6	della	della	PROPN
esutjss-282	517	7	corte	corte	PROPN
esutjss-282	517	8	,	,	PUNCT
esutjss-282	517	9	f.	f.	PROPN
esutjss-282	517	10	,	,	PUNCT
esutjss-282	517	11	&	&	CCONJ
esutjss-282	517	12	zappa	zappa	PROPN
esutjss-282	517	13	,	,	PUNCT
esutjss-282	517	14	d.	d.	PROPN
esutjss-282	517	15	(	(	PUNCT
esutjss-282	517	16	2024	2024	NUM
esutjss-282	517	17	)	)	PUNCT
esutjss-282	517	18	.	.	PUNCT
esutjss-282	518	1	hierarchical	hierarchical	ADJ
esutjss-282	518	2	spatial	spatial	ADJ
esutjss-282	518	3	network	network	NOUN
esutjss-282	518	4	models	model	NOUN
esutjss-282	518	5	for	for	ADP
esutjss-282	518	6	road	road	NOUN
esutjss-282	518	7	accident	accident	NOUN
esutjss-282	518	8	risk	risk	NOUN
esutjss-282	518	9	assessment	assessment	NOUN
esutjss-282	518	10	.	.	PUNCT
esutjss-282	519	1	annals	annal	NOUN
esutjss-282	519	2	of	of	ADP
esutjss-282	519	3	operations	operation	NOUN
esutjss-282	519	4	research	research	NOUN
esutjss-282	519	5	,	,	PUNCT
esutjss-282	519	6	1	1	NUM
esutjss-282	519	7	-	-	SYM
esutjss-282	519	8	36	36	NUM
esutjss-282	519	9	.	.	PUNCT
esutjss-282	520	1	dorri	dorri	NOUN
esutjss-282	520	2	,	,	PUNCT
esutjss-282	520	3	a.	a.	NOUN
esutjss-282	520	4	,	,	PUNCT
esutjss-282	520	5	dhoska	dhoska	NOUN
esutjss-282	520	6	,	,	PUNCT
esutjss-282	520	7	k.	k.	PROPN
esutjss-282	520	8	,	,	PUNCT
esutjss-282	520	9	dorri	dorri	PROPN
esutjss-282	520	10	,	,	PUNCT
esutjss-282	520	11	s.	s.	PROPN
esutjss-282	520	12	,	,	PUNCT
esutjss-282	520	13	&	&	CCONJ
esutjss-282	520	14	sulejmani	sulejmani	PROPN
esutjss-282	520	15	,	,	PUNCT
esutjss-282	520	16	a.	a.	NOUN
esutjss-282	520	17	(	(	PUNCT
esutjss-282	520	18	2024	2024	NUM
esutjss-282	520	19	)	)	PUNCT
esutjss-282	520	20	.	.	PUNCT
esutjss-282	521	1	an	an	DET
esutjss-282	521	2	overview	overview	NOUN
esutjss-282	521	3	of	of	ADP
esutjss-282	521	4	road	road	NOUN
esutjss-282	521	5	accident	accident	NOUN
esutjss-282	521	6	analysis	analysis	NOUN
esutjss-282	521	7	:	:	PUNCT
esutjss-282	521	8	a	a	DET
esutjss-282	521	9	data	data	NOUN
esutjss-282	521	10	-	-	PUNCT
esutjss-282	521	11	driven	drive	VERB
esutjss-282	521	12	approach	approach	NOUN
esutjss-282	521	13	for	for	ADP
esutjss-282	521	14	enhanced	enhanced	ADJ
esutjss-282	521	15	safety	safety	NOUN
esutjss-282	521	16	solutions	solution	NOUN
esutjss-282	521	17	.	.	PUNCT
esutjss-282	522	1	journal	journal	NOUN
esutjss-282	522	2	of	of	ADP
esutjss-282	522	3	integrated	integrate	VERB
esutjss-282	522	4	engineering	engineering	NOUN
esutjss-282	522	5	&	&	CCONJ
esutjss-282	522	6	applied	apply	VERB
esutjss-282	522	7	sciences	science	NOUN
esutjss-282	522	8	,	,	PUNCT
esutjss-282	522	9	2(2	2(2	NUM
esutjss-282	522	10	)	)	PUNCT
esutjss-282	522	11	,	,	PUNCT
esutjss-282	522	12	69	69	NUM
esutjss-282	522	13	-	-	SYM
esutjss-282	522	14	79	79	NUM
esutjss-282	522	15	.	.	PUNCT
esutjss-282	523	1	edema	edema	PROPN
esutjss-282	523	2	,	,	PUNCT
esutjss-282	523	3	j.	j.	PROPN
esutjss-282	523	4	(	(	PUNCT
esutjss-282	523	5	2019	2019	NUM
esutjss-282	523	6	)	)	PUNCT
esutjss-282	523	7	.	.	PUNCT
esutjss-282	524	1	poor	poor	ADJ
esutjss-282	524	2	public	public	ADJ
esutjss-282	524	3	transport	transport	NOUN
esutjss-282	524	4	infrastructure	infrastructure	NOUN
esutjss-282	524	5	in	in	ADP
esutjss-282	524	6	lagos	lagos	PROPN
esutjss-282	524	7	nigeria	nigeria	PROPN
esutjss-282	524	8	,	,	PUNCT
esutjss-282	524	9	how	how	SCONJ
esutjss-282	524	10	sustainable	sustainable	ADJ
esutjss-282	524	11	improvement	improvement	NOUN
esutjss-282	524	12	could	could	AUX
esutjss-282	524	13	enhance	enhance	VERB
esutjss-282	524	14	well	well	ADV
esutjss-282	524	15	-	-	PUNCT
esutjss-282	524	16	being	being	NOUN
esutjss-282	524	17	of	of	ADP
esutjss-282	524	18	the	the	DET
esutjss-282	524	19	people	people	NOUN
esutjss-282	524	20	and	and	CCONJ
esutjss-282	524	21	provide	provide	VERB
esutjss-282	524	22	environmental	environmental	ADJ
esutjss-282	524	23	benefits	benefit	NOUN
esutjss-282	524	24	.	.	PUNCT
esutjss-282	525	1	eneh	eneh	PROPN
esutjss-282	525	2	,	,	PUNCT
esutjss-282	525	3	o.	o.	PROPN
esutjss-282	525	4	c.	c.	PROPN
esutjss-282	525	5	,	,	PUNCT
esutjss-282	525	6	okosun	okosun	NOUN
esutjss-282	525	7	,	,	PUNCT
esutjss-282	525	8	a.	a.	NOUN
esutjss-282	525	9	,	,	PUNCT
esutjss-282	525	10	egbenta	egbenta	ADJ
esutjss-282	525	11	,	,	PUNCT
esutjss-282	525	12	i.	i.	PROPN
esutjss-282	525	13	r.	r.	PROPN
esutjss-282	525	14	,	,	PUNCT
esutjss-282	525	15	obi	obi	PROPN
esutjss-282	525	16	,	,	PUNCT
esutjss-282	525	17	n.	n.	PROPN
esutjss-282	525	18	i.	i.	PROPN
esutjss-282	525	19	,	,	PUNCT
esutjss-282	525	20	oloto	oloto	NOUN
esutjss-282	525	21	,	,	PUNCT
esutjss-282	525	22	m.	m.	NOUN
esutjss-282	525	23	c.	c.	PROPN
esutjss-282	525	24	,	,	PUNCT
esutjss-282	525	25	ubani	ubani	NOUN
esutjss-282	525	26	,	,	PUNCT
esutjss-282	525	27	o.	o.	PROPN
esutjss-282	525	28	,	,	PUNCT
esutjss-282	525	29	eneh	eneh	PROPN
esutjss-282	525	30	,	,	PUNCT
esutjss-282	525	31	c.	c.	PROPN
esutjss-282	525	32	a.	a.	PROPN
esutjss-282	525	33	,	,	PUNCT
esutjss-282	525	34	&	&	CCONJ
esutjss-282	525	35	eneonwo	eneonwo	PROPN
esutjss-282	525	36	,	,	PUNCT
esutjss-282	525	37	c.	c.	PROPN
esutjss-282	525	38	i.	i.	PROPN
esutjss-282	525	39	(	(	PUNCT
esutjss-282	525	40	2023	2023	NUM
esutjss-282	525	41	)	)	PUNCT
esutjss-282	525	42	.	.	PUNCT
esutjss-282	526	1	a	a	DET
esutjss-282	526	2	comparative	comparative	ADJ
esutjss-282	526	3	analysis	analysis	NOUN
esutjss-282	526	4	of	of	ADP
esutjss-282	526	5	road	road	NOUN
esutjss-282	526	6	and	and	CCONJ
esutjss-282	526	7	vehicle	vehicle	NOUN
esutjss-282	526	8	qualities	quality	NOUN
esutjss-282	526	9	as	as	ADP
esutjss-282	526	10	factors	factor	NOUN
esutjss-282	526	11	of	of	ADP
esutjss-282	526	12	road	road	NOUN
esutjss-282	526	13	traffic	traffic	NOUN
esutjss-282	526	14	carnage	carnage	NOUN
esutjss-282	526	15	in	in	ADP
esutjss-282	526	16	nigeria	nigeria	PROPN
esutjss-282	526	17	.	.	PUNCT
esutjss-282	527	1	bmc	bmc	VERB
esutjss-282	527	2	public	public	ADJ
esutjss-282	527	3	health	health	NOUN
esutjss-282	527	4	,	,	PUNCT
esutjss-282	527	5	23(1	23(1	NOUN
esutjss-282	527	6	)	)	PUNCT
esutjss-282	527	7	,	,	PUNCT
esutjss-282	527	8	2173	2173	NUM
esutjss-282	527	9	.	.	PUNCT
esutjss-282	528	1	eneh	eneh	PROPN
esutjss-282	528	2	,	,	PUNCT
esutjss-282	528	3	o.	o.	PROPN
esutjss-282	528	4	c.	c.	PROPN
esutjss-282	528	5	,	,	PUNCT
esutjss-282	528	6	okosun	okosun	NOUN
esutjss-282	528	7	,	,	PUNCT
esutjss-282	528	8	a.	a.	NOUN
esutjss-282	528	9	,	,	PUNCT
esutjss-282	528	10	egbenta	egbenta	ADJ
esutjss-282	528	11	,	,	PUNCT
esutjss-282	528	12	i.	i.	PROPN
esutjss-282	528	13	r.	r.	PROPN
esutjss-282	528	14	,	,	PUNCT
esutjss-282	528	15	obi	obi	PROPN
esutjss-282	528	16	,	,	PUNCT
esutjss-282	528	17	n.	n.	PROPN
esutjss-282	528	18	i.	i.	PROPN
esutjss-282	528	19	,	,	PUNCT
esutjss-282	528	20	oloto	oloto	NOUN
esutjss-282	528	21	,	,	PUNCT
esutjss-282	528	22	m.	m.	NOUN
esutjss-282	528	23	c.	c.	PROPN
esutjss-282	528	24	,	,	PUNCT
esutjss-282	528	25	ubani	ubani	NOUN
esutjss-282	528	26	,	,	PUNCT
esutjss-282	528	27	o.	o.	PROPN
esutjss-282	528	28	,	,	PUNCT
esutjss-282	528	29	...	...	PUNCT
esutjss-282	528	30	&	&	CCONJ
esutjss-282	528	31	eneonwo	eneonwo	PROPN
esutjss-282	528	32	,	,	PUNCT
esutjss-282	528	33	c.	c.	PROPN
esutjss-282	528	34	i.	i.	PROPN
esutjss-282	528	35	(	(	PUNCT
esutjss-282	528	36	2023	2023	NUM
esutjss-282	528	37	)	)	PUNCT
esutjss-282	528	38	.	.	PUNCT
esutjss-282	529	1	a	a	DET
esutjss-282	529	2	comparative	comparative	ADJ
esutjss-282	529	3	analysis	analysis	NOUN
esutjss-282	529	4	of	of	ADP
esutjss-282	529	5	road	road	NOUN
esutjss-282	529	6	and	and	CCONJ
esutjss-282	529	7	vehicle	vehicle	NOUN
esutjss-282	529	8	qualities	quality	NOUN
esutjss-282	529	9	as	as	ADP
esutjss-282	529	10	factors	factor	NOUN
esutjss-282	529	11	of	of	ADP
esutjss-282	529	12	road	road	NOUN
esutjss-282	529	13	traffic	traffic	NOUN
esutjss-282	529	14	carnage	carnage	NOUN
esutjss-282	529	15	in	in	ADP
esutjss-282	529	16	nigeria	nigeria	PROPN
esutjss-282	529	17	.	.	PUNCT
esutjss-282	530	1	bmc	bmc	VERB
esutjss-282	530	2	public	public	ADJ
esutjss-282	530	3	health	health	NOUN
esutjss-282	530	4	,	,	PUNCT
esutjss-282	530	5	23(1	23(1	NOUN
esutjss-282	530	6	)	)	PUNCT
esutjss-282	530	7	,	,	PUNCT
esutjss-282	530	8	2173	2173	NUM
esutjss-282	530	9	.	.	PUNCT
esutjss-282	531	1	enyinda	enyinda	ADV
esutjss-282	531	2	,	,	PUNCT
esutjss-282	531	3	c.	c.	PROPN
esutjss-282	531	4	a.	a.	PROPN
esutjss-282	531	5	(	(	PUNCT
esutjss-282	531	6	2022	2022	NUM
esutjss-282	531	7	)	)	PUNCT
esutjss-282	531	8	.	.	PUNCT
esutjss-282	532	1	trend	trend	NOUN
esutjss-282	532	2	of	of	ADP
esutjss-282	532	3	motor	motor	NOUN
esutjss-282	532	4	accident	accident	NOUN
esutjss-282	532	5	insurance	insurance	NOUN
esutjss-282	532	6	claims	claim	NOUN
esutjss-282	532	7	in	in	ADP
esutjss-282	532	8	nigeria	nigeria	PROPN
esutjss-282	532	9	.	.	PUNCT
esutjss-282	533	1	fuoye	fuoye	PROPN
esutjss-282	533	2	journal	journal	PROPN
esutjss-282	533	3	of	of	ADP
esutjss-282	533	4	finance	finance	NOUN
esutjss-282	533	5	and	and	CCONJ
esutjss-282	533	6	contemporary	contemporary	ADJ
esutjss-282	533	7	issues	issue	NOUN
esutjss-282	533	8	,	,	PUNCT
esutjss-282	533	9	2(1	2(1	NUM
esutjss-282	533	10	)	)	PUNCT
esutjss-282	533	11	,	,	PUNCT
esutjss-282	533	12	63	63	NUM
esutjss-282	533	13	-	-	SYM
esutjss-282	533	14	71	71	NUM
esutjss-282	533	15	.	.	PUNCT
esutjss-282	534	1	enyinda	enyinda	ADV
esutjss-282	534	2	,	,	PUNCT
esutjss-282	534	3	c.	c.	PROPN
esutjss-282	534	4	a.	a.	PROPN
esutjss-282	534	5	(	(	PUNCT
esutjss-282	534	6	2022	2022	NUM
esutjss-282	534	7	)	)	PUNCT
esutjss-282	534	8	.	.	PUNCT
esutjss-282	535	1	trend	trend	NOUN
esutjss-282	535	2	of	of	ADP
esutjss-282	535	3	motor	motor	NOUN
esutjss-282	535	4	accident	accident	NOUN
esutjss-282	535	5	insurance	insurance	NOUN
esutjss-282	535	6	claims	claim	NOUN
esutjss-282	535	7	in	in	ADP
esutjss-282	535	8	nigeria	nigeria	PROPN
esutjss-282	535	9	.	.	PUNCT
esutjss-282	536	1	fuoye	fuoye	PROPN
esutjss-282	536	2	journal	journal	PROPN
esutjss-282	536	3	of	of	ADP
esutjss-282	536	4	finance	finance	NOUN
esutjss-282	536	5	and	and	CCONJ
esutjss-282	536	6	contemporary	contemporary	ADJ
esutjss-282	536	7	issues	issue	NOUN
esutjss-282	536	8	,	,	PUNCT
esutjss-282	536	9	2(1	2(1	NUM
esutjss-282	536	10	)	)	PUNCT
esutjss-282	536	11	,	,	PUNCT
esutjss-282	536	12	63	63	NUM
esutjss-282	536	13	-	-	SYM
esutjss-282	536	14	71	71	NUM
esutjss-282	536	15	.	.	PUNCT
esutjss-282	537	1	epetimehin	epetimehin	PROPN
esutjss-282	537	2	,	,	PUNCT
esutjss-282	537	3	f.	f.	PROPN
esutjss-282	537	4	m.	m.	PROPN
esutjss-282	537	5	(	(	PUNCT
esutjss-282	537	6	undated	undated	ADJ
esutjss-282	537	7	)	)	PUNCT
esutjss-282	537	8	.	.	PUNCT
esutjss-282	538	1	risk	risk	NOUN
esutjss-282	538	2	exposures	exposure	NOUN
esutjss-282	538	3	,	,	PUNCT
esutjss-282	538	4	vulnerability	vulnerability	NOUN
esutjss-282	538	5	and	and	CCONJ
esutjss-282	538	6	mitigation	mitigation	NOUN
esutjss-282	538	7	methods	method	NOUN
esutjss-282	538	8	among	among	ADP
esutjss-282	538	9	road	road	NOUN
esutjss-282	538	10	transport	transport	NOUN
esutjss-282	538	11	workers	worker	NOUN
esutjss-282	538	12	in	in	ADP
esutjss-282	538	13	nigeria	nigeria	PROPN
esutjss-282	538	14	.	.	PUNCT
esutjss-282	539	1	joseph	joseph	PROPN
esutjss-282	539	2	ayo	ayo	PROPN
esutjss-282	539	3	babalola	babalola	PROPN
esutjss-282	539	4	university	university	PROPN
esutjss-282	539	5	.	.	PUNCT
esutjss-282	540	1	esbester	esbester	NOUN
esutjss-282	540	2	,	,	PUNCT
esutjss-282	540	3	m.	m.	NOUN
esutjss-282	540	4	,	,	PUNCT
esutjss-282	540	5	&	&	CCONJ
esutjss-282	540	6	wetmore	wetmore	PROPN
esutjss-282	540	7	,	,	PUNCT
esutjss-282	540	8	j.	j.	PROPN
esutjss-282	540	9	m.	m.	PROPN
esutjss-282	540	10	(	(	PUNCT
esutjss-282	540	11	2015	2015	NUM
esutjss-282	540	12	)	)	PUNCT
esutjss-282	540	13	.	.	PUNCT
esutjss-282	541	1	introduction	introduction	NOUN
esutjss-282	541	2	:	:	PUNCT
esutjss-282	541	3	global	global	ADJ
esutjss-282	541	4	perspectives	perspective	NOUN
esutjss-282	541	5	on	on	ADP
esutjss-282	541	6	road	road	NOUN
esutjss-282	541	7	safety	safety	NOUN
esutjss-282	541	8	history	history	NOUN
esutjss-282	541	9	.	.	PUNCT
esutjss-282	542	1	technology	technology	NOUN
esutjss-282	542	2	and	and	CCONJ
esutjss-282	542	3	culture	culture	NOUN
esutjss-282	542	4	,	,	PUNCT
esutjss-282	542	5	56(2	56(2	ADJ
esutjss-282	542	6	)	)	PUNCT
esutjss-282	542	7	,	,	PUNCT
esutjss-282	542	8	307	307	NUM
esutjss-282	542	9	-	-	SYM
esutjss-282	542	10	318	318	NUM
esutjss-282	542	11	.	.	PUNCT
esutjss-282	543	1	227	227	NUM
esutjss-282	543	2	ezeibe	ezeibe	ADJ
esutjss-282	543	3	,	,	PUNCT
esutjss-282	543	4	c.	c.	PROPN
esutjss-282	543	5	,	,	PUNCT
esutjss-282	543	6	ilo	ilo	PROPN
esutjss-282	543	7	,	,	PUNCT
esutjss-282	543	8	c.	c.	PROPN
esutjss-282	543	9	,	,	PUNCT
esutjss-282	543	10	oguonu	oguonu	NOUN
esutjss-282	543	11	,	,	PUNCT
esutjss-282	543	12	c.	c.	PROPN
esutjss-282	543	13	,	,	PUNCT
esutjss-282	543	14	ali	ali	PROPN
esutjss-282	543	15	,	,	PUNCT
esutjss-282	543	16	a.	a.	PROPN
esutjss-282	543	17	,	,	PUNCT
esutjss-282	543	18	abada	abada	PROPN
esutjss-282	543	19	,	,	PUNCT
esutjss-282	543	20	i.	i.	PROPN
esutjss-282	543	21	,	,	PUNCT
esutjss-282	543	22	ezeibe	ezeibe	PROPN
esutjss-282	543	23	,	,	PUNCT
esutjss-282	543	24	e.	e.	PROPN
esutjss-282	543	25	,	,	PUNCT
esutjss-282	543	26	...	...	PUNCT
esutjss-282	543	27	&	&	CCONJ
esutjss-282	543	28	agbo	agbo	PROPN
esutjss-282	543	29	,	,	PUNCT
esutjss-282	543	30	h.	h.	PROPN
esutjss-282	543	31	(	(	PUNCT
esutjss-282	543	32	2019	2019	NUM
esutjss-282	543	33	)	)	PUNCT
esutjss-282	543	34	.	.	PUNCT
esutjss-282	544	1	the	the	DET
esutjss-282	544	2	impact	impact	NOUN
esutjss-282	544	3	of	of	ADP
esutjss-282	544	4	traffic	traffic	NOUN
esutjss-282	544	5	sign	sign	NOUN
esutjss-282	544	6	deficit	deficit	NOUN
esutjss-282	544	7	on	on	ADP
esutjss-282	544	8	road	road	NOUN
esutjss-282	544	9	traffic	traffic	NOUN
esutjss-282	544	10	accidents	accident	NOUN
esutjss-282	544	11	in	in	ADP
esutjss-282	544	12	nigeria	nigeria	PROPN
esutjss-282	544	13	.	.	PUNCT
esutjss-282	545	1	international	international	ADJ
esutjss-282	545	2	journal	journal	PROPN
esutjss-282	545	3	of	of	ADP
esutjss-282	545	4	injury	injury	NOUN
esutjss-282	545	5	control	control	NOUN
esutjss-282	545	6	and	and	CCONJ
esutjss-282	545	7	safety	safety	NOUN
esutjss-282	545	8	promotion	promotion	NOUN
esutjss-282	545	9	,	,	PUNCT
esutjss-282	545	10	26(1	26(1	NUM
esutjss-282	545	11	)	)	PUNCT
esutjss-282	545	12	,	,	PUNCT
esutjss-282	545	13	3	3	NUM
esutjss-282	545	14	-	-	SYM
esutjss-282	545	15	11	11	NUM
esutjss-282	545	16	.	.	PUNCT
esutjss-282	546	1	feber	feber	PROPN
esutjss-282	546	2	,	,	PUNCT
esutjss-282	546	3	d.	d.	PROPN
esutjss-282	546	4	j.	j.	PROPN
esutjss-282	546	5	,	,	PUNCT
esutjss-282	546	6	feldmeier	feldmeier	NOUN
esutjss-282	546	7	,	,	PUNCT
esutjss-282	546	8	j.	j.	PROPN
esutjss-282	546	9	m.	m.	PROPN
esutjss-282	546	10	,	,	PUNCT
esutjss-282	546	11	&	&	CCONJ
esutjss-282	546	12	crocker	crocker	PROPN
esutjss-282	546	13	,	,	PUNCT
esutjss-282	546	14	k.	k.	PROPN
esutjss-282	546	15	j.	j.	PROPN
esutjss-282	546	16	(	(	PUNCT
esutjss-282	546	17	2003	2003	NUM
esutjss-282	546	18	)	)	PUNCT
esutjss-282	546	19	.	.	PUNCT
esutjss-282	547	1	the	the	DET
esutjss-282	547	2	economic	economic	ADJ
esutjss-282	547	3	effects	effect	NOUN
esutjss-282	547	4	of	of	ADP
esutjss-282	547	5	road	road	NOUN
esutjss-282	547	6	safety	safety	NOUN
esutjss-282	547	7	improvements	improvement	NOUN
esutjss-282	547	8	:	:	PUNCT
esutjss-282	547	9	an	an	DET
esutjss-282	547	10	insurance	insurance	NOUN
esutjss-282	547	11	claims	claim	VERB
esutjss-282	547	12	analysis	analysis	NOUN
esutjss-282	547	13	.	.	PUNCT
esutjss-282	548	1	journal	journal	NOUN
esutjss-282	548	2	of	of	ADP
esutjss-282	548	3	risk	risk	NOUN
esutjss-282	548	4	and	and	CCONJ
esutjss-282	548	5	insurance	insurance	NOUN
esutjss-282	548	6	,	,	PUNCT
esutjss-282	548	7	70(4	70(4	NUM
esutjss-282	548	8	)	)	PUNCT
esutjss-282	548	9	,	,	PUNCT
esutjss-282	548	10	651	651	NUM
esutjss-282	548	11	-	-	SYM
esutjss-282	548	12	664	664	NUM
esutjss-282	548	13	.	.	PUNCT
esutjss-282	549	1	femi	femi	PROPN
esutjss-282	549	2	,	,	PUNCT
esutjss-282	549	3	o.	o.	PROPN
esutjss-282	549	4	j.	j.	PROPN
esutjss-282	549	5	,	,	PUNCT
esutjss-282	549	6	&	&	CCONJ
esutjss-282	549	7	tolorunloju	tolorunloju	PROPN
esutjss-282	549	8	,	,	PUNCT
esutjss-282	549	9	e.	e.	PROPN
esutjss-282	549	10	r.	r.	PROPN
esutjss-282	549	11	(	(	PUNCT
esutjss-282	549	12	2020	2020	NUM
esutjss-282	549	13	)	)	PUNCT
esutjss-282	549	14	.	.	PUNCT
esutjss-282	550	1	assessment	assessment	NOUN
esutjss-282	550	2	of	of	ADP
esutjss-282	550	3	road	road	NOUN
esutjss-282	550	4	transport	transport	NOUN
esutjss-282	550	5	infrastructure	infrastructure	NOUN
esutjss-282	550	6	in	in	ADP
esutjss-282	550	7	lagos	lagos	PROPN
esutjss-282	550	8	state	state	NOUN
esutjss-282	550	9	,	,	PUNCT
esutjss-282	550	10	nigeria	nigeria	PROPN
esutjss-282	550	11	.	.	PUNCT
esutjss-282	551	1	indian	indian	PROPN
esutjss-282	551	2	journal	journal	PROPN
esutjss-282	551	3	of	of	ADP
esutjss-282	551	4	engineering	engineering	PROPN
esutjss-282	551	5	,	,	PUNCT
esutjss-282	551	6	17(47	17(47	NUM
esutjss-282	551	7	)	)	PUNCT
esutjss-282	551	8	,	,	PUNCT
esutjss-282	551	9	182	182	NUM
esutjss-282	551	10	-	-	SYM
esutjss-282	551	11	192	192	NUM
esutjss-282	551	12	.	.	PUNCT
esutjss-282	552	1	femi	femi	PROPN
esutjss-282	552	2	,	,	PUNCT
esutjss-282	552	3	o.	o.	PROPN
esutjss-282	552	4	j.	j.	PROPN
esutjss-282	552	5	,	,	PUNCT
esutjss-282	552	6	&	&	CCONJ
esutjss-282	552	7	tolorunloju	tolorunloju	PROPN
esutjss-282	552	8	,	,	PUNCT
esutjss-282	552	9	e.	e.	PROPN
esutjss-282	552	10	r.	r.	PROPN
esutjss-282	552	11	(	(	PUNCT
esutjss-282	552	12	2020	2020	NUM
esutjss-282	552	13	)	)	PUNCT
esutjss-282	552	14	.	.	PUNCT
esutjss-282	553	1	assessment	assessment	NOUN
esutjss-282	553	2	of	of	ADP
esutjss-282	553	3	road	road	NOUN
esutjss-282	553	4	transport	transport	NOUN
esutjss-282	553	5	infrastructure	infrastructure	NOUN
esutjss-282	553	6	in	in	ADP
esutjss-282	553	7	lagos	lagos	PROPN
esutjss-282	553	8	state	state	NOUN
esutjss-282	553	9	,	,	PUNCT
esutjss-282	553	10	nigeria	nigeria	PROPN
esutjss-282	553	11	.	.	PUNCT
esutjss-282	554	1	indian	indian	PROPN
esutjss-282	554	2	journal	journal	PROPN
esutjss-282	554	3	of	of	ADP
esutjss-282	554	4	engineering	engineering	PROPN
esutjss-282	554	5	,	,	PUNCT
esutjss-282	554	6	17(47	17(47	NUM
esutjss-282	554	7	)	)	PUNCT
esutjss-282	554	8	,	,	PUNCT
esutjss-282	554	9	182	182	NUM
esutjss-282	554	10	-	-	SYM
esutjss-282	554	11	192	192	NUM
esutjss-282	554	12	.	.	PUNCT
esutjss-282	555	1	gbenga	gbenga	PROPN
esutjss-282	555	2	,	,	PUNCT
esutjss-282	555	3	a.	a.	NOUN
esutjss-282	555	4	n.	n.	NOUN
esutjss-282	555	5	(	(	PUNCT
esutjss-282	555	6	2024	2024	NUM
esutjss-282	555	7	)	)	PUNCT
esutjss-282	555	8	.	.	PUNCT
esutjss-282	556	1	business	business	NOUN
esutjss-282	556	2	risk	risk	NOUN
esutjss-282	556	3	management	management	NOUN
esutjss-282	556	4	ideology	ideology	NOUN
esutjss-282	556	5	and	and	CCONJ
esutjss-282	556	6	entrepreneurial	entrepreneurial	ADJ
esutjss-282	556	7	development	development	NOUN
esutjss-282	556	8	of	of	ADP
esutjss-282	556	9	students	student	NOUN
esutjss-282	556	10	in	in	ADP
esutjss-282	556	11	tertiary	tertiary	ADJ
esutjss-282	556	12	institutions	institution	NOUN
esutjss-282	556	13	in	in	ADP
esutjss-282	556	14	southwestern	southwestern	NOUN
esutjss-282	556	15	,	,	PUNCT
esutjss-282	556	16	nigeria	nigeria	PROPN
esutjss-282	556	17	.	.	PUNCT
esutjss-282	557	1	journal	journal	PROPN
esutjss-282	557	2	of	of	ADP
esutjss-282	557	3	technology	technology	NOUN
esutjss-282	557	4	management	management	NOUN
esutjss-282	557	5	and	and	CCONJ
esutjss-282	557	6	business	business	NOUN
esutjss-282	557	7	,	,	PUNCT
esutjss-282	557	8	11(1	11(1	NUM
esutjss-282	557	9	)	)	PUNCT
esutjss-282	557	10	,	,	PUNCT
esutjss-282	557	11	32	32	NUM
esutjss-282	557	12	-	-	SYM
esutjss-282	557	13	48	48	NUM
esutjss-282	557	14	.	.	PUNCT
esutjss-282	558	1	gebru	gebru	NOUN
esutjss-282	558	2	,	,	PUNCT
esutjss-282	558	3	m.	m.	PROPN
esutjss-282	558	4	k.	k.	PROPN
esutjss-282	558	5	(	(	PUNCT
esutjss-282	558	6	2017	2017	NUM
esutjss-282	558	7	)	)	PUNCT
esutjss-282	558	8	.	.	PUNCT
esutjss-282	559	1	road	road	NOUN
esutjss-282	559	2	traffic	traffic	NOUN
esutjss-282	559	3	accident	accident	NOUN
esutjss-282	559	4	:	:	PUNCT
esutjss-282	559	5	human	human	ADJ
esutjss-282	559	6	security	security	NOUN
esutjss-282	559	7	perspective	perspective	NOUN
esutjss-282	559	8	.	.	PUNCT
esutjss-282	560	1	international	international	ADJ
esutjss-282	560	2	journal	journal	NOUN
esutjss-282	560	3	of	of	ADP
esutjss-282	560	4	peace	peace	NOUN
esutjss-282	560	5	and	and	CCONJ
esutjss-282	560	6	development	development	NOUN
esutjss-282	560	7	studies	study	NOUN
esutjss-282	560	8	,	,	PUNCT
esutjss-282	560	9	8(2	8(2	NUM
esutjss-282	560	10	)	)	PUNCT
esutjss-282	560	11	,	,	PUNCT
esutjss-282	560	12	15	15	NUM
esutjss-282	560	13	-	-	SYM
esutjss-282	560	14	24	24	NUM
esutjss-282	560	15	.	.	PUNCT
esutjss-282	561	1	goniewicz	goniewicz	PROPN
esutjss-282	561	2	,	,	PUNCT
esutjss-282	561	3	k.	k.	PROPN
esutjss-282	561	4	,	,	PUNCT
esutjss-282	561	5	goniewicz	goniewicz	NOUN
esutjss-282	561	6	,	,	PUNCT
esutjss-282	561	7	m.	m.	NOUN
esutjss-282	561	8	,	,	PUNCT
esutjss-282	561	9	pawłowski	pawłowski	NOUN
esutjss-282	561	10	,	,	PUNCT
esutjss-282	561	11	w.	w.	PROPN
esutjss-282	561	12	,	,	PUNCT
esutjss-282	561	13	&	&	CCONJ
esutjss-282	561	14	fiedor	fiedor	PROPN
esutjss-282	561	15	,	,	PUNCT
esutjss-282	561	16	p.	p.	NOUN
esutjss-282	561	17	(	(	PUNCT
esutjss-282	561	18	2016	2016	NUM
esutjss-282	561	19	)	)	PUNCT
esutjss-282	561	20	.	.	PUNCT
esutjss-282	562	1	road	road	NOUN
esutjss-282	562	2	accident	accident	NOUN
esutjss-282	562	3	rates	rate	NOUN
esutjss-282	562	4	:	:	PUNCT
esutjss-282	562	5	strategies	strategy	NOUN
esutjss-282	562	6	and	and	CCONJ
esutjss-282	562	7	programmes	programme	NOUN
esutjss-282	562	8	for	for	ADP
esutjss-282	562	9	improving	improve	VERB
esutjss-282	562	10	road	road	NOUN
esutjss-282	562	11	traffic	traffic	NOUN
esutjss-282	562	12	safety	safety	NOUN
esutjss-282	562	13	.	.	PUNCT
esutjss-282	563	1	european	european	ADJ
esutjss-282	563	2	journal	journal	PROPN
esutjss-282	563	3	of	of	ADP
esutjss-282	563	4	trauma	trauma	NOUN
esutjss-282	563	5	and	and	CCONJ
esutjss-282	563	6	emergency	emergency	NOUN
esutjss-282	563	7	surgery	surgery	NOUN
esutjss-282	563	8	,	,	PUNCT
esutjss-282	563	9	42	42	NUM
esutjss-282	563	10	,	,	PUNCT
esutjss-282	563	11	433	433	NUM
esutjss-282	563	12	-	-	SYM
esutjss-282	563	13	438	438	NUM
esutjss-282	563	14	.	.	PUNCT
esutjss-282	564	1	hsu	hsu	PROPN
esutjss-282	564	2	,	,	PUNCT
esutjss-282	564	3	y.	y.	PROPN
esutjss-282	564	4	c.	c.	PROPN
esutjss-282	564	5	,	,	PUNCT
esutjss-282	564	6	chou	chou	NOUN
esutjss-282	564	7	,	,	PUNCT
esutjss-282	564	8	p.	p.	PROPN
esutjss-282	564	9	l.	l.	PROPN
esutjss-282	564	10	,	,	PUNCT
esutjss-282	564	11	&	&	CCONJ
esutjss-282	564	12	shiu	shiu	PROPN
esutjss-282	564	13	,	,	PUNCT
esutjss-282	564	14	y.	y.	PROPN
esutjss-282	564	15	m.	m.	PROPN
esutjss-282	564	16	(	(	PUNCT
esutjss-282	564	17	2016	2016	NUM
esutjss-282	564	18	)	)	PUNCT
esutjss-282	564	19	.	.	PUNCT
esutjss-282	565	1	an	an	DET
esutjss-282	565	2	examination	examination	NOUN
esutjss-282	565	3	of	of	ADP
esutjss-282	565	4	the	the	DET
esutjss-282	565	5	relationship	relationship	NOUN
esutjss-282	565	6	between	between	ADP
esutjss-282	565	7	vehicle	vehicle	NOUN
esutjss-282	565	8	insurance	insurance	NOUN
esutjss-282	565	9	purchase	purchase	NOUN
esutjss-282	565	10	and	and	CCONJ
esutjss-282	565	11	the	the	DET
esutjss-282	565	12	frequency	frequency	NOUN
esutjss-282	565	13	of	of	ADP
esutjss-282	565	14	accidents	accident	NOUN
esutjss-282	565	15	.	.	PUNCT
esutjss-282	566	1	asia	asia	PROPN
esutjss-282	566	2	pacific	pacific	PROPN
esutjss-282	566	3	management	management	PROPN
esutjss-282	566	4	review	review	PROPN
esutjss-282	566	5	,	,	PUNCT
esutjss-282	566	6	21(4	21(4	NUM
esutjss-282	566	7	)	)	PUNCT
esutjss-282	566	8	,	,	PUNCT
esutjss-282	566	9	231	231	NUM
esutjss-282	566	10	-	-	SYM
esutjss-282	566	11	238	238	NUM
esutjss-282	566	12	.	.	PUNCT
esutjss-282	567	1	hsu	hsu	PROPN
esutjss-282	567	2	,	,	PUNCT
esutjss-282	567	3	y.	y.	PROPN
esutjss-282	567	4	c.	c.	PROPN
esutjss-282	567	5	,	,	PUNCT
esutjss-282	567	6	shiu	shiu	PROPN
esutjss-282	567	7	,	,	PUNCT
esutjss-282	567	8	y.	y.	PROPN
esutjss-282	567	9	m.	m.	PROPN
esutjss-282	567	10	,	,	PUNCT
esutjss-282	567	11	chou	chou	NOUN
esutjss-282	567	12	,	,	PUNCT
esutjss-282	567	13	p.	p.	PROPN
esutjss-282	567	14	l.	l.	PROPN
esutjss-282	567	15	,	,	PUNCT
esutjss-282	567	16	&	&	CCONJ
esutjss-282	567	17	chen	chen	PROPN
esutjss-282	567	18	,	,	PUNCT
esutjss-282	567	19	y.	y.	PROPN
esutjss-282	567	20	m.	m.	PROPN
esutjss-282	567	21	j.	j.	PROPN
esutjss-282	567	22	(	(	PUNCT
esutjss-282	567	23	2015	2015	NUM
esutjss-282	567	24	)	)	PUNCT
esutjss-282	567	25	.	.	PUNCT
esutjss-282	568	1	vehicle	vehicle	NOUN
esutjss-282	568	2	insurance	insurance	NOUN
esutjss-282	568	3	and	and	CCONJ
esutjss-282	568	4	the	the	DET
esutjss-282	568	5	risk	risk	NOUN
esutjss-282	568	6	of	of	ADP
esutjss-282	568	7	road	road	NOUN
esutjss-282	568	8	traffic	traffic	NOUN
esutjss-282	568	9	accidents	accident	NOUN
esutjss-282	568	10	.	.	PUNCT
esutjss-282	569	1	transportation	transportation	NOUN
esutjss-282	569	2	research	research	NOUN
esutjss-282	569	3	part	part	NOUN
esutjss-282	569	4	a	a	DET
esutjss-282	569	5	:	:	PUNCT
esutjss-282	569	6	policy	policy	NOUN
esutjss-282	569	7	and	and	CCONJ
esutjss-282	569	8	practice	practice	NOUN
esutjss-282	569	9	,	,	PUNCT
esutjss-282	569	10	74	74	NUM
esutjss-282	569	11	,	,	PUNCT
esutjss-282	569	12	201209	201209	NUM
esutjss-282	569	13	.	.	PUNCT
esutjss-282	570	1	huang	huang	PROPN
esutjss-282	570	2	,	,	PUNCT
esutjss-282	570	3	t.	t.	PROPN
esutjss-282	570	4	,	,	PUNCT
esutjss-282	570	5	wang	wang	PROPN
esutjss-282	570	6	,	,	PUNCT
esutjss-282	570	7	s.	s.	PROPN
esutjss-282	570	8	,	,	PUNCT
esutjss-282	570	9	&	&	CCONJ
esutjss-282	570	10	sharma	sharma	PROPN
esutjss-282	570	11	,	,	PUNCT
esutjss-282	570	12	a.	a.	NOUN
esutjss-282	570	13	(	(	PUNCT
esutjss-282	570	14	2020	2020	NUM
esutjss-282	570	15	)	)	PUNCT
esutjss-282	570	16	.	.	PUNCT
esutjss-282	571	1	highway	highway	NOUN
esutjss-282	571	2	crash	crash	NOUN
esutjss-282	571	3	detection	detection	NOUN
esutjss-282	571	4	and	and	CCONJ
esutjss-282	571	5	risk	risk	NOUN
esutjss-282	571	6	estimation	estimation	NOUN
esutjss-282	571	7	using	use	VERB
esutjss-282	571	8	deep	deep	ADJ
esutjss-282	571	9	learning	learning	NOUN
esutjss-282	571	10	.	.	PUNCT
esutjss-282	572	1	accident	accident	NOUN
esutjss-282	572	2	analysis	analysis	NOUN
esutjss-282	572	3	&	&	CCONJ
esutjss-282	572	4	prevention	prevention	NOUN
esutjss-282	572	5	,	,	PUNCT
esutjss-282	572	6	135	135	NUM
esutjss-282	572	7	,	,	PUNCT
esutjss-282	572	8	105392	105392	NUM
esutjss-282	572	9	.	.	PUNCT
esutjss-282	573	1	imamaliev	imamaliev	PROPN
esutjss-282	573	2	,	,	PUNCT
esutjss-282	573	3	d.	d.	PROPN
esutjss-282	573	4	,	,	PUNCT
esutjss-282	573	5	urakov	urakov	PROPN
esutjss-282	573	6	,	,	PUNCT
esutjss-282	573	7	a.	a.	PROPN
esutjss-282	573	8	,	,	PUNCT
esutjss-282	573	9	darabov	darabov	PROPN
esutjss-282	573	10	,	,	PUNCT
esutjss-282	573	11	m.	m.	NOUN
esutjss-282	573	12	,	,	PUNCT
esutjss-282	573	13	&	&	CCONJ
esutjss-282	573	14	sayfutdinova	sayfutdinova	PROPN
esutjss-282	573	15	,	,	PUNCT
esutjss-282	573	16	r.	r.	PROPN
esutjss-282	573	17	(	(	PUNCT
esutjss-282	573	18	2021	2021	NUM
esutjss-282	573	19	)	)	PUNCT
esutjss-282	573	20	.	.	PUNCT
esutjss-282	574	1	important	important	ADJ
esutjss-282	574	2	risk	risk	NOUN
esutjss-282	574	3	factors	factor	NOUN
esutjss-282	574	4	for	for	ADP
esutjss-282	574	5	road	road	NOUN
esutjss-282	574	6	accidents	accident	NOUN
esutjss-282	574	7	.	.	PUNCT
esutjss-282	575	1	in	in	ADP
esutjss-282	575	2	e3s	e3s	PROPN
esutjss-282	575	3	web	web	NOUN
esutjss-282	575	4	of	of	ADP
esutjss-282	575	5	conferences	conference	NOUN
esutjss-282	575	6	(	(	PUNCT
esutjss-282	575	7	vol	vol	NOUN
esutjss-282	575	8	.	.	NOUN
esutjss-282	575	9	264	264	NUM
esutjss-282	575	10	,	,	PUNCT
esutjss-282	575	11	p.	p.	NOUN
esutjss-282	575	12	02025	02025	NUM
esutjss-282	575	13	)	)	PUNCT
esutjss-282	575	14	.	.	PUNCT
esutjss-282	576	1	edp	edp	PROPN
esutjss-282	576	2	sciences	sciences	PROPN
esutjss-282	576	3	.	.	PUNCT
esutjss-282	577	1	intertransport	intertransport	NOUN
esutjss-282	577	2	.	.	PUNCT
esutjss-282	578	1	(	(	PUNCT
esutjss-282	578	2	2025	2025	NUM
esutjss-282	578	3	,	,	PUNCT
esutjss-282	578	4	june	june	PROPN
esutjss-282	578	5	19	19	NUM
esutjss-282	578	6	)	)	PUNCT
esutjss-282	578	7	.	.	PUNCT
esutjss-282	579	1	impact	impact	NOUN
esutjss-282	579	2	of	of	ADP
esutjss-282	579	3	bad	bad	ADJ
esutjss-282	579	4	roads	road	NOUN
esutjss-282	579	5	on	on	ADP
esutjss-282	579	6	transportation	transportation	NOUN
esutjss-282	579	7	in	in	ADP
esutjss-282	579	8	nigeria	nigeria	PROPN
esutjss-282	579	9	.	.	PUNCT
esutjss-282	580	1	isimoya	isimoya	PROPN
esutjss-282	580	2	,	,	PUNCT
esutjss-282	580	3	o.	o.	NOUN
esutjss-282	580	4	a.	a.	PROPN
esutjss-282	580	5	,	,	PUNCT
esutjss-282	580	6	ajemunigbohun	ajemunigbohun	PROPN
esutjss-282	580	7	,	,	PUNCT
esutjss-282	580	8	s.	s.	PROPN
esutjss-282	580	9	s.	s.	PROPN
esutjss-282	580	10	,	,	PUNCT
esutjss-282	580	11	&	&	CCONJ
esutjss-282	580	12	osasona	osasona	PROPN
esutjss-282	580	13	,	,	PUNCT
esutjss-282	580	14	a.	a.	PROPN
esutjss-282	580	15	v.	v.	PROPN
esutjss-282	580	16	(	(	PUNCT
esutjss-282	580	17	2022	2022	NUM
esutjss-282	580	18	)	)	PUNCT
esutjss-282	580	19	.	.	PUNCT
esutjss-282	581	1	motor	motor	NOUN
esutjss-282	581	2	insurance	insurance	NOUN
esutjss-282	581	3	policies	policy	NOUN
esutjss-282	581	4	'	'	PART
esutjss-282	581	5	underwriting	underwriting	NOUN
esutjss-282	581	6	factors	factor	NOUN
esutjss-282	581	7	:	:	PUNCT
esutjss-282	581	8	exploratory	exploratory	ADJ
esutjss-282	581	9	analysis	analysis	NOUN
esutjss-282	581	10	from	from	ADP
esutjss-282	581	11	motor	motor	NOUN
esutjss-282	581	12	insurance	insurance	NOUN
esutjss-282	581	13	providers	provider	NOUN
esutjss-282	581	14	in	in	ADP
esutjss-282	581	15	nigeria	nigeria	PROPN
esutjss-282	581	16	.	.	PUNCT
esutjss-282	582	1	ekonomicko	ekonomicko	PROPN
esutjss-282	582	2	-	-	PUNCT
esutjss-282	582	3	manazerske	manazerske	PROPN
esutjss-282	582	4	spektrum	spektrum	PROPN
esutjss-282	582	5	,	,	PUNCT
esutjss-282	582	6	16(2	16(2	NUM
esutjss-282	582	7	)	)	PUNCT
esutjss-282	582	8	,	,	PUNCT
esutjss-282	582	9	1	1	NUM
esutjss-282	582	10	-	-	SYM
esutjss-282	582	11	17	17	NUM
esutjss-282	582	12	.	.	PUNCT
esutjss-282	583	1	iyanda	iyanda	PROPN
esutjss-282	583	2	,	,	PUNCT
esutjss-282	583	3	a.	a.	PROPN
esutjss-282	583	4	e.	e.	PROPN
esutjss-282	583	5	(	(	PUNCT
esutjss-282	583	6	2019	2019	NUM
esutjss-282	583	7	)	)	PUNCT
esutjss-282	583	8	.	.	PUNCT
esutjss-282	584	1	geographic	geographic	ADJ
esutjss-282	584	2	analysis	analysis	NOUN
esutjss-282	584	3	of	of	ADP
esutjss-282	584	4	road	road	NOUN
esutjss-282	584	5	accident	accident	NOUN
esutjss-282	584	6	severity	severity	NOUN
esutjss-282	584	7	index	index	NOUN
esutjss-282	584	8	in	in	ADP
esutjss-282	584	9	nigeria	nigeria	PROPN
esutjss-282	584	10	.	.	PUNCT
esutjss-282	585	1	international	international	ADJ
esutjss-282	585	2	journal	journal	PROPN
esutjss-282	585	3	of	of	ADP
esutjss-282	585	4	injury	injury	NOUN
esutjss-282	585	5	control	control	NOUN
esutjss-282	585	6	and	and	CCONJ
esutjss-282	585	7	safety	safety	NOUN
esutjss-282	585	8	promotion	promotion	NOUN
esutjss-282	585	9	,	,	PUNCT
esutjss-282	585	10	26(1	26(1	NUM
esutjss-282	585	11	)	)	PUNCT
esutjss-282	585	12	,	,	PUNCT
esutjss-282	585	13	72	72	NUM
esutjss-282	585	14	-	-	SYM
esutjss-282	585	15	81	81	NUM
esutjss-282	585	16	.	.	PUNCT
esutjss-282	586	1	johnston	johnston	PROPN
esutjss-282	586	2	,	,	PUNCT
esutjss-282	586	3	i.	i.	PROPN
esutjss-282	586	4	(	(	PUNCT
esutjss-282	586	5	2004	2004	NUM
esutjss-282	586	6	)	)	PUNCT
esutjss-282	586	7	.	.	PUNCT
esutjss-282	587	1	reducing	reduce	VERB
esutjss-282	587	2	injury	injury	NOUN
esutjss-282	587	3	from	from	ADP
esutjss-282	587	4	speed	speed	NOUN
esutjss-282	587	5	related	relate	VERB
esutjss-282	587	6	road	road	NOUN
esutjss-282	587	7	crashes	crash	NOUN
esutjss-282	587	8	.	.	PUNCT
esutjss-282	588	1	injury	injury	NOUN
esutjss-282	588	2	prevention	prevention	NOUN
esutjss-282	588	3	,	,	PUNCT
esutjss-282	588	4	10(5	10(5	NUM
esutjss-282	588	5	)	)	PUNCT
esutjss-282	588	6	,	,	PUNCT
esutjss-282	588	7	257	257	NUM
esutjss-282	588	8	-	-	SYM
esutjss-282	588	9	259	259	NUM
esutjss-282	588	10	.	.	PUNCT
esutjss-282	589	1	228	228	NUM
esutjss-282	589	2	kenneth	kenneth	PROPN
esutjss-282	589	3	,	,	PUNCT
esutjss-282	589	4	g.	g.	PROPN
esutjss-282	589	5	e.	e.	PROPN
esutjss-282	589	6	(	(	PUNCT
esutjss-282	589	7	2021	2021	NUM
esutjss-282	589	8	)	)	PUNCT
esutjss-282	589	9	.	.	PUNCT
esutjss-282	590	1	statistical	statistical	ADJ
esutjss-282	590	2	application	application	NOUN
esutjss-282	590	3	of	of	ADP
esutjss-282	590	4	regression	regression	NOUN
esutjss-282	590	5	techniques	technique	NOUN
esutjss-282	590	6	in	in	ADP
esutjss-282	590	7	modeling	model	VERB
esutjss-282	590	8	road	road	NOUN
esutjss-282	590	9	accidents	accident	NOUN
esutjss-282	590	10	in	in	ADP
esutjss-282	590	11	edo	edo	PROPN
esutjss-282	590	12	state	state	PROPN
esutjss-282	590	13	,	,	PUNCT
esutjss-282	590	14	nigeria	nigeria	PROPN
esutjss-282	590	15	.	.	PUNCT
esutjss-282	591	1	sch	sch	PROPN
esutjss-282	592	1	j	j	PROPN
esutjss-282	592	2	phys	phys	PROPN
esutjss-282	592	3	math	math	PROPN
esutjss-282	592	4	stat	stat	PROPN
esutjss-282	592	5	,	,	PUNCT
esutjss-282	592	6	1	1	NUM
esutjss-282	592	7	,	,	PUNCT
esutjss-282	592	8	14	14	NUM
esutjss-282	592	9	-	-	SYM
esutjss-282	592	10	18	18	NUM
esutjss-282	592	11	.	.	PUNCT
esutjss-282	592	12	konlan	konlan	PROPN
esutjss-282	592	13	,	,	PUNCT
esutjss-282	592	14	k.	k.	PROPN
esutjss-282	592	15	d.	d.	PROPN
esutjss-282	592	16	,	,	PUNCT
esutjss-282	592	17	doat	doat	PROPN
esutjss-282	592	18	,	,	PUNCT
esutjss-282	592	19	a.	a.	PROPN
esutjss-282	592	20	r.	r.	PROPN
esutjss-282	592	21	,	,	PUNCT
esutjss-282	592	22	mohammed	mohammed	PROPN
esutjss-282	592	23	,	,	PUNCT
esutjss-282	592	24	i.	i.	PROPN
esutjss-282	592	25	,	,	PUNCT
esutjss-282	592	26	amoah	amoah	PROPN
esutjss-282	592	27	,	,	PUNCT
esutjss-282	592	28	r.	r.	PROPN
esutjss-282	592	29	m.	m.	PROPN
esutjss-282	592	30	,	,	PUNCT
esutjss-282	592	31	saah	saah	PROPN
esutjss-282	592	32	,	,	PUNCT
esutjss-282	592	33	j.	j.	PROPN
esutjss-282	592	34	a.	a.	PROPN
esutjss-282	592	35	,	,	PUNCT
esutjss-282	592	36	konlan	konlan	PROPN
esutjss-282	592	37	,	,	PUNCT
esutjss-282	592	38	k.	k.	PROPN
esutjss-282	592	39	d.	d.	PROPN
esutjss-282	592	40	,	,	PUNCT
esutjss-282	592	41	&	&	CCONJ
esutjss-282	592	42	abdulai	abdulai	PROPN
esutjss-282	592	43	,	,	PUNCT
esutjss-282	592	44	j.	j.	PROPN
esutjss-282	592	45	a.	a.	PROPN
esutjss-282	592	46	(	(	PUNCT
esutjss-282	592	47	2020	2020	NUM
esutjss-282	592	48	)	)	PUNCT
esutjss-282	592	49	.	.	PUNCT
esutjss-282	593	1	prevalence	prevalence	NOUN
esutjss-282	593	2	and	and	CCONJ
esutjss-282	593	3	pattern	pattern	NOUN
esutjss-282	593	4	of	of	ADP
esutjss-282	593	5	road	road	NOUN
esutjss-282	593	6	traffic	traffic	NOUN
esutjss-282	593	7	accidents	accident	NOUN
esutjss-282	593	8	among	among	ADP
esutjss-282	593	9	commercial	commercial	ADJ
esutjss-282	593	10	motorcyclists	motorcyclist	NOUN
esutjss-282	593	11	in	in	ADP
esutjss-282	593	12	the	the	DET
esutjss-282	593	13	central	central	ADJ
esutjss-282	593	14	tongu	tongu	NOUN
esutjss-282	593	15	district	district	PROPN
esutjss-282	593	16	,	,	PUNCT
esutjss-282	593	17	ghana	ghana	PROPN
esutjss-282	593	18	.	.	PUNCT
esutjss-282	594	1	the	the	DET
esutjss-282	594	2	scientific	scientific	ADJ
esutjss-282	594	3	world	world	NOUN
esutjss-282	594	4	journal	journal	NOUN
esutjss-282	594	5	,	,	PUNCT
esutjss-282	594	6	2020(1	2020(1	NUM
esutjss-282	594	7	)	)	PUNCT
esutjss-282	594	8	,	,	PUNCT
esutjss-282	594	9	9493718	9493718	NUM
esutjss-282	594	10	.	.	PUNCT
esutjss-282	595	1	maduekwe	maduekwe	ADJ
esutjss-282	595	2	,	,	PUNCT
esutjss-282	595	3	m.	m.	NOUN
esutjss-282	595	4	,	,	PUNCT
esutjss-282	595	5	akpan	akpan	PROPN
esutjss-282	595	6	,	,	PUNCT
esutjss-282	595	7	u.	u.	PROPN
esutjss-282	595	8	,	,	PUNCT
esutjss-282	595	9	&	&	CCONJ
esutjss-282	595	10	isihak	isihak	PROPN
esutjss-282	595	11	,	,	PUNCT
esutjss-282	595	12	s.	s.	PROPN
esutjss-282	595	13	(	(	PUNCT
esutjss-282	595	14	2020	2020	NUM
esutjss-282	595	15	)	)	PUNCT
esutjss-282	595	16	.	.	PUNCT
esutjss-282	596	1	road	road	NOUN
esutjss-282	596	2	transport	transport	NOUN
esutjss-282	596	3	energy	energy	NOUN
esutjss-282	596	4	consumption	consumption	NOUN
esutjss-282	596	5	and	and	CCONJ
esutjss-282	596	6	vehicular	vehicular	ADJ
esutjss-282	596	7	emissions	emission	NOUN
esutjss-282	596	8	in	in	ADP
esutjss-282	596	9	lagos	lago	NOUN
esutjss-282	596	10	,	,	PUNCT
esutjss-282	596	11	nigeria	nigeria	PRON
esutjss-282	596	12	:	:	PUNCT
esutjss-282	596	13	an	an	DET
esutjss-282	596	14	application	application	NOUN
esutjss-282	596	15	of	of	ADP
esutjss-282	596	16	the	the	DET
esutjss-282	596	17	leap	leap	PROPN
esutjss-282	596	18	model	model	NOUN
esutjss-282	596	19	.	.	PUNCT
esutjss-282	597	1	transportation	transportation	NOUN
esutjss-282	597	2	research	research	NOUN
esutjss-282	597	3	interdisciplinary	interdisciplinary	ADJ
esutjss-282	597	4	perspectives	perspective	NOUN
esutjss-282	597	5	,	,	PUNCT
esutjss-282	597	6	6	6	NUM
esutjss-282	597	7	,	,	PUNCT
esutjss-282	597	8	100172	100172	NUM
esutjss-282	597	9	.	.	PUNCT
esutjss-282	598	1	mahmud	mahmud	PROPN
esutjss-282	598	2	,	,	PUNCT
esutjss-282	598	3	a.	a.	NOUN
esutjss-282	598	4	t.	t.	PROPN
esutjss-282	598	5	,	,	PUNCT
esutjss-282	598	6	ogunlana	ogunlana	PROPN
esutjss-282	598	7	,	,	PUNCT
esutjss-282	598	8	s.	s.	PROPN
esutjss-282	598	9	o.	o.	PROPN
esutjss-282	598	10	,	,	PUNCT
esutjss-282	598	11	&	&	CCONJ
esutjss-282	598	12	hong	hong	PROPN
esutjss-282	598	13	,	,	PUNCT
esutjss-282	598	14	w.	w.	PROPN
esutjss-282	598	15	t.	t.	PROPN
esutjss-282	598	16	(	(	PUNCT
esutjss-282	598	17	2021	2021	NUM
esutjss-282	598	18	)	)	PUNCT
esutjss-282	598	19	.	.	PUNCT
esutjss-282	599	1	key	key	ADJ
esutjss-282	599	2	driving	driving	NOUN
esutjss-282	599	3	factors	factor	NOUN
esutjss-282	599	4	of	of	ADP
esutjss-282	599	5	cost	cost	NOUN
esutjss-282	599	6	overrun	overrun	NOUN
esutjss-282	599	7	in	in	ADP
esutjss-282	599	8	highway	highway	NOUN
esutjss-282	599	9	infrastructure	infrastructure	NOUN
esutjss-282	599	10	projects	project	NOUN
esutjss-282	599	11	in	in	ADP
esutjss-282	599	12	nigeria	nigeria	PROPN
esutjss-282	599	13	:	:	PUNCT
esutjss-282	599	14	a	a	DET
esutjss-282	599	15	context	context	NOUN
esutjss-282	599	16	-	-	PUNCT
esutjss-282	599	17	based	base	VERB
esutjss-282	599	18	perspective	perspective	NOUN
esutjss-282	599	19	.	.	PUNCT
esutjss-282	600	1	journal	journal	PROPN
esutjss-282	600	2	of	of	ADP
esutjss-282	600	3	engineering	engineering	NOUN
esutjss-282	600	4	,	,	PUNCT
esutjss-282	600	5	design	design	NOUN
esutjss-282	600	6	and	and	CCONJ
esutjss-282	600	7	technology	technology	NOUN
esutjss-282	600	8	,	,	PUNCT
esutjss-282	600	9	19(6	19(6	NUM
esutjss-282	600	10	)	)	PUNCT
esutjss-282	600	11	,	,	PUNCT
esutjss-282	600	12	1530	1530	NUM
esutjss-282	600	13	-	-	SYM
esutjss-282	600	14	1555	1555	NUM
esutjss-282	600	15	.	.	PUNCT
esutjss-282	601	1	martinez	martinez	PROPN
esutjss-282	601	2	,	,	PUNCT
esutjss-282	601	3	s.	s.	PROPN
esutjss-282	601	4	,	,	PUNCT
esutjss-282	601	5	sanchez	sanchez	PROPN
esutjss-282	601	6	,	,	PUNCT
esutjss-282	601	7	r.	r.	PROPN
esutjss-282	601	8	,	,	PUNCT
esutjss-282	601	9	&	&	CCONJ
esutjss-282	601	10	yanez	yanez	PROPN
esutjss-282	601	11	-	-	PUNCT
esutjss-282	601	12	pagans	pagans	PROPN
esutjss-282	601	13	,	,	PUNCT
esutjss-282	601	14	p.	p.	NOUN
esutjss-282	601	15	(	(	PUNCT
esutjss-282	601	16	2019	2019	NUM
esutjss-282	601	17	)	)	PUNCT
esutjss-282	601	18	.	.	PUNCT
esutjss-282	602	1	road	road	NOUN
esutjss-282	602	2	safety	safety	NOUN
esutjss-282	602	3	:	:	PUNCT
esutjss-282	602	4	challenges	challenge	NOUN
esutjss-282	602	5	and	and	CCONJ
esutjss-282	602	6	opportunities	opportunity	NOUN
esutjss-282	602	7	in	in	ADP
esutjss-282	602	8	latin	latin	PROPN
esutjss-282	602	9	america	america	PROPN
esutjss-282	602	10	and	and	CCONJ
esutjss-282	602	11	the	the	DET
esutjss-282	602	12	caribbean	caribbean	PROPN
esutjss-282	602	13	.	.	PUNCT
esutjss-282	603	1	latin	latin	PROPN
esutjss-282	603	2	american	american	PROPN
esutjss-282	603	3	economic	economic	PROPN
esutjss-282	603	4	review	review	PROPN
esutjss-282	603	5	,	,	PUNCT
esutjss-282	603	6	28(1	28(1	NOUN
esutjss-282	603	7	)	)	PUNCT
esutjss-282	603	8	,	,	PUNCT
esutjss-282	603	9	17	17	NUM
esutjss-282	603	10	.	.	PUNCT
esutjss-282	604	1	mogaji	mogaji	PROPN
esutjss-282	604	2	,	,	PUNCT
esutjss-282	604	3	e.	e.	PROPN
esutjss-282	604	4	(	(	PUNCT
esutjss-282	604	5	2022	2022	NUM
esutjss-282	604	6	)	)	PUNCT
esutjss-282	604	7	.	.	PUNCT
esutjss-282	605	1	cycling	cycling	NOUN
esutjss-282	605	2	in	in	ADP
esutjss-282	605	3	lagos	lago	NOUN
esutjss-282	605	4	:	:	PUNCT
esutjss-282	605	5	the	the	DET
esutjss-282	605	6	challenges	challenge	NOUN
esutjss-282	605	7	,	,	PUNCT
esutjss-282	605	8	opportunities	opportunity	NOUN
esutjss-282	605	9	,	,	PUNCT
esutjss-282	605	10	and	and	CCONJ
esutjss-282	605	11	prospects	prospect	NOUN
esutjss-282	605	12	.	.	PUNCT
esutjss-282	606	1	transportation	transportation	NOUN
esutjss-282	606	2	research	research	NOUN
esutjss-282	606	3	interdisciplinary	interdisciplinary	ADJ
esutjss-282	606	4	perspectives	perspective	NOUN
esutjss-282	606	5	,	,	PUNCT
esutjss-282	606	6	14	14	NUM
esutjss-282	606	7	,	,	PUNCT
esutjss-282	606	8	100608	100608	NUM
esutjss-282	606	9	.	.	PUNCT
esutjss-282	607	1	mogaji	mogaji	PROPN
esutjss-282	607	2	,	,	PUNCT
esutjss-282	607	3	e.	e.	PROPN
esutjss-282	607	4	,	,	PUNCT
esutjss-282	607	5	&	&	CCONJ
esutjss-282	607	6	nguyen	nguyen	PROPN
esutjss-282	607	7	,	,	PUNCT
esutjss-282	607	8	n.	n.	PROPN
esutjss-282	607	9	p.	p.	PROPN
esutjss-282	607	10	(	(	PUNCT
esutjss-282	607	11	2021	2021	NUM
esutjss-282	607	12	)	)	PUNCT
esutjss-282	607	13	.	.	PUNCT
esutjss-282	608	1	transportation	transportation	NOUN
esutjss-282	608	2	satisfaction	satisfaction	NOUN
esutjss-282	608	3	of	of	ADP
esutjss-282	608	4	disabled	disabled	ADJ
esutjss-282	608	5	passengers	passenger	NOUN
esutjss-282	608	6	:	:	PUNCT
esutjss-282	608	7	evidence	evidence	NOUN
esutjss-282	608	8	from	from	ADP
esutjss-282	608	9	a	a	DET
esutjss-282	608	10	developing	develop	VERB
esutjss-282	608	11	country	country	NOUN
esutjss-282	608	12	.	.	PUNCT
esutjss-282	609	1	transportation	transportation	NOUN
esutjss-282	609	2	research	research	NOUN
esutjss-282	609	3	part	part	NOUN
esutjss-282	609	4	d	d	NOUN
esutjss-282	609	5	:	:	PUNCT
esutjss-282	609	6	transport	transport	NOUN
esutjss-282	609	7	and	and	CCONJ
esutjss-282	609	8	environment	environment	NOUN
esutjss-282	609	9	,	,	PUNCT
esutjss-282	609	10	98	98	NUM
esutjss-282	609	11	,	,	PUNCT
esutjss-282	609	12	102982	102982	NUM
esutjss-282	609	13	.	.	PUNCT
esutjss-282	610	1	mogaji	mogaji	PROPN
esutjss-282	610	2	,	,	PUNCT
esutjss-282	610	3	e.	e.	PROPN
esutjss-282	610	4	,	,	PUNCT
esutjss-282	610	5	bosah	bosah	PROPN
esutjss-282	610	6	,	,	PUNCT
esutjss-282	610	7	g.	g.	PROPN
esutjss-282	610	8	,	,	PUNCT
esutjss-282	610	9	&	&	CCONJ
esutjss-282	610	10	nguyen	nguyen	PROPN
esutjss-282	610	11	,	,	PUNCT
esutjss-282	610	12	n.	n.	PROPN
esutjss-282	610	13	p.	p.	PROPN
esutjss-282	610	14	(	(	PUNCT
esutjss-282	610	15	2023	2023	NUM
esutjss-282	610	16	)	)	PUNCT
esutjss-282	610	17	.	.	PUNCT
esutjss-282	611	1	transport	transport	NOUN
esutjss-282	611	2	and	and	CCONJ
esutjss-282	611	3	mobility	mobility	NOUN
esutjss-282	611	4	decisions	decision	NOUN
esutjss-282	611	5	of	of	ADP
esutjss-282	611	6	consumers	consumer	NOUN
esutjss-282	611	7	with	with	ADP
esutjss-282	611	8	disabilities	disability	NOUN
esutjss-282	611	9	.	.	PUNCT
esutjss-282	612	1	journal	journal	PROPN
esutjss-282	612	2	of	of	ADP
esutjss-282	612	3	consumer	consumer	NOUN
esutjss-282	612	4	behaviour	behaviour	NOUN
esutjss-282	612	5	,	,	PUNCT
esutjss-282	612	6	22(2	22(2	NUM
esutjss-282	612	7	)	)	PUNCT
esutjss-282	612	8	,	,	PUNCT
esutjss-282	612	9	422	422	NUM
esutjss-282	612	10	-	-	SYM
esutjss-282	612	11	438	438	NUM
esutjss-282	612	12	.	.	PUNCT
esutjss-282	613	1	mohammed	mohammed	PROPN
esutjss-282	613	2	,	,	PUNCT
esutjss-282	613	3	a.	a.	NOUN
esutjss-282	613	4	a.	a.	PROPN
esutjss-282	613	5	,	,	PUNCT
esutjss-282	613	6	ambak	ambak	PROPN
esutjss-282	613	7	,	,	PUNCT
esutjss-282	613	8	k.	k.	PROPN
esutjss-282	613	9	,	,	PUNCT
esutjss-282	613	10	mosa	mosa	PROPN
esutjss-282	613	11	,	,	PUNCT
esutjss-282	613	12	a.	a.	NOUN
esutjss-282	613	13	m.	m.	NOUN
esutjss-282	613	14	,	,	PUNCT
esutjss-282	613	15	&	&	CCONJ
esutjss-282	613	16	syamsunur	syamsunur	PROPN
esutjss-282	613	17	,	,	PUNCT
esutjss-282	613	18	d.	d.	PROPN
esutjss-282	613	19	(	(	PUNCT
esutjss-282	613	20	2019	2019	NUM
esutjss-282	613	21	)	)	PUNCT
esutjss-282	613	22	.	.	PUNCT
esutjss-282	614	1	a	a	DET
esutjss-282	614	2	review	review	NOUN
esutjss-282	614	3	of	of	ADP
esutjss-282	614	4	traffic	traffic	NOUN
esutjss-282	614	5	accidents	accident	NOUN
esutjss-282	614	6	and	and	CCONJ
esutjss-282	614	7	related	related	ADJ
esutjss-282	614	8	practices	practice	NOUN
esutjss-282	614	9	worldwide	worldwide	ADV
esutjss-282	614	10	.	.	PUNCT
esutjss-282	615	1	the	the	DET
esutjss-282	615	2	open	open	ADJ
esutjss-282	615	3	transportation	transportation	NOUN
esutjss-282	615	4	journal	journal	NOUN
esutjss-282	615	5	,	,	PUNCT
esutjss-282	615	6	13(1	13(1	NUM
esutjss-282	615	7	)	)	PUNCT
esutjss-282	615	8	.	.	PUNCT
esutjss-282	616	1	nem	nem	PROPN
esutjss-282	616	2	insurance	insurance	PROPN
esutjss-282	616	3	plc	plc	PROPN
esutjss-282	616	4	.	.	PUNCT
esutjss-282	617	1	(	(	PUNCT
esutjss-282	617	2	2018	2018	NUM
esutjss-282	617	3	,	,	PUNCT
esutjss-282	617	4	june	june	PROPN
esutjss-282	617	5	13	13	NUM
esutjss-282	617	6	)	)	PUNCT
esutjss-282	617	7	.	.	PUNCT
esutjss-282	618	1	adequate	adequate	ADJ
esutjss-282	618	2	infrastructure	infrastructure	NOUN
esutjss-282	618	3	critical	critical	ADJ
esutjss-282	618	4	to	to	ADP
esutjss-282	618	5	insurance	insurance	NOUN
esutjss-282	618	6	growth	growth	NOUN
esutjss-282	618	7	,	,	PUNCT
esutjss-282	618	8	nem	nem	PROPN
esutjss-282	618	9	ceo	ceo	PROPN
esutjss-282	618	10	.	.	PROPN
esutjss-282	619	1	vanguard	vanguard	PROPN
esutjss-282	619	2	news	news	PROPN
esutjss-282	619	3	.	.	PUNCT
esutjss-282	620	1	noah	noah	PROPN
esutjss-282	620	2	,	,	PUNCT
esutjss-282	620	3	a.	a.	PROPN
esutjss-282	620	4	(	(	PUNCT
esutjss-282	620	5	2025	2025	NUM
esutjss-282	620	6	)	)	PUNCT
esutjss-282	620	7	.	.	PUNCT
esutjss-282	621	1	operational	operational	ADJ
esutjss-282	621	2	risk	risk	NOUN
esutjss-282	621	3	and	and	CCONJ
esutjss-282	621	4	its	its	PRON
esutjss-282	621	5	influence	influence	NOUN
esutjss-282	621	6	on	on	ADP
esutjss-282	621	7	passenger	passenger	NOUN
esutjss-282	621	8	satisfaction	satisfaction	NOUN
esutjss-282	621	9	in	in	ADP
esutjss-282	621	10	airport	airport	NOUN
esutjss-282	621	11	services	service	NOUN
esutjss-282	621	12	.	.	PUNCT
esutjss-282	622	1	ege	ege	PROPN
esutjss-282	622	2	üniversitesi	üniversitesi	PROPN
esutjss-282	622	3	ulaştırma	ulaştırma	PROPN
esutjss-282	622	4	yönetimi	yönetimi	PROPN
esutjss-282	622	5	araştırmaları	araştırmaları	PROPN
esutjss-282	622	6	dergisi	dergisi	PROPN
esutjss-282	622	7	,	,	PUNCT
esutjss-282	622	8	2(1	2(1	NUM
esutjss-282	622	9	)	)	PUNCT
esutjss-282	622	10	,	,	PUNCT
esutjss-282	622	11	1	1	NUM
esutjss-282	622	12	-	-	SYM
esutjss-282	622	13	29	29	NUM
esutjss-282	622	14	.	.	PUNCT
esutjss-282	623	1	noland	noland	PROPN
esutjss-282	623	2	,	,	PUNCT
esutjss-282	623	3	r.	r.	PROPN
esutjss-282	623	4	b.	b.	PROPN
esutjss-282	623	5	(	(	PUNCT
esutjss-282	623	6	2003	2003	NUM
esutjss-282	623	7	)	)	PUNCT
esutjss-282	623	8	.	.	PUNCT
esutjss-282	624	1	traffic	traffic	NOUN
esutjss-282	624	2	fatalities	fatality	NOUN
esutjss-282	624	3	and	and	CCONJ
esutjss-282	624	4	injuries	injury	NOUN
esutjss-282	624	5	:	:	PUNCT
esutjss-282	624	6	the	the	DET
esutjss-282	624	7	effect	effect	NOUN
esutjss-282	624	8	of	of	ADP
esutjss-282	624	9	changes	change	NOUN
esutjss-282	624	10	in	in	ADP
esutjss-282	624	11	infrastructure	infrastructure	NOUN
esutjss-282	624	12	and	and	CCONJ
esutjss-282	624	13	other	other	ADJ
esutjss-282	624	14	trends	trend	NOUN
esutjss-282	624	15	.	.	PUNCT
esutjss-282	625	1	accident	accident	NOUN
esutjss-282	625	2	analysis	analysis	NOUN
esutjss-282	625	3	&	&	CCONJ
esutjss-282	625	4	prevention	prevention	NOUN
esutjss-282	625	5	,	,	PUNCT
esutjss-282	625	6	35(4	35(4	NUM
esutjss-282	625	7	)	)	PUNCT
esutjss-282	625	8	,	,	PUNCT
esutjss-282	625	9	599	599	NUM
esutjss-282	625	10	-	-	SYM
esutjss-282	625	11	611	611	NUM
esutjss-282	625	12	.	.	PUNCT
esutjss-282	626	1	odusola	odusola	PROPN
esutjss-282	626	2	,	,	PUNCT
esutjss-282	626	3	a.	a.	NOUN
esutjss-282	626	4	o.	o.	PROPN
esutjss-282	626	5	,	,	PUNCT
esutjss-282	626	6	jeong	jeong	PROPN
esutjss-282	626	7	,	,	PUNCT
esutjss-282	626	8	d.	d.	PROPN
esutjss-282	626	9	,	,	PUNCT
esutjss-282	626	10	malolan	malolan	PROPN
esutjss-282	626	11	,	,	PUNCT
esutjss-282	626	12	c.	c.	PROPN
esutjss-282	626	13	,	,	PUNCT
esutjss-282	626	14	kim	kim	PROPN
esutjss-282	626	15	,	,	PUNCT
esutjss-282	626	16	d.	d.	PROPN
esutjss-282	626	17	,	,	PUNCT
esutjss-282	626	18	venkatraman	venkatraman	NOUN
esutjss-282	626	19	,	,	PUNCT
esutjss-282	626	20	c.	c.	PROPN
esutjss-282	626	21	,	,	PUNCT
esutjss-282	626	22	kola	kola	PROPN
esutjss-282	626	23	-	-	PUNCT
esutjss-282	626	24	korolo	korolo	PROPN
esutjss-282	626	25	,	,	PUNCT
esutjss-282	626	26	o.	o.	PROPN
esutjss-282	626	27	,	,	PUNCT
esutjss-282	626	28	...	...	PUNCT
esutjss-282	626	29	&	&	CCONJ
esutjss-282	626	30	nwariaku	nwariaku	PROPN
esutjss-282	626	31	,	,	PUNCT
esutjss-282	626	32	f.	f.	PROPN
esutjss-282	626	33	e.	e.	PROPN
esutjss-282	626	34	(	(	PUNCT
esutjss-282	626	35	2023	2023	NUM
esutjss-282	626	36	)	)	PUNCT
esutjss-282	626	37	.	.	PUNCT
esutjss-282	627	1	spatial	spatial	ADJ
esutjss-282	627	2	and	and	CCONJ
esutjss-282	627	3	temporal	temporal	ADJ
esutjss-282	627	4	analysis	analysis	NOUN
esutjss-282	627	5	of	of	ADP
esutjss-282	627	6	road	road	NOUN
esutjss-282	627	7	traffic	traffic	NOUN
esutjss-282	627	8	crashes	crash	NOUN
esutjss-282	627	9	and	and	CCONJ
esutjss-282	627	10	ambulance	ambulance	NOUN
esutjss-282	627	11	responses	response	NOUN
esutjss-282	627	12	in	in	ADP
esutjss-282	627	13	lagos	lagos	NOUN
esutjss-282	627	14	state	state	NOUN
esutjss-282	627	15	,	,	PUNCT
esutjss-282	627	16	nigeria	nigeria	PROPN
esutjss-282	627	17	.	.	PUNCT
esutjss-282	628	1	bmc	bmc	VERB
esutjss-282	628	2	public	public	ADJ
esutjss-282	628	3	health	health	NOUN
esutjss-282	628	4	,	,	PUNCT
esutjss-282	628	5	23(1	23(1	NOUN
esutjss-282	628	6	)	)	PUNCT
esutjss-282	628	7	,	,	PUNCT
esutjss-282	628	8	2273	2273	NUM
esutjss-282	628	9	.	.	PUNCT
esutjss-282	629	1	onatola	onatola	PROPN
esutjss-282	629	2	,	,	PUNCT
esutjss-282	629	3	s.	s.	PROPN
esutjss-282	629	4	a.	a.	PROPN
esutjss-282	629	5	(	(	PUNCT
esutjss-282	629	6	n.d	n.d	PROPN
esutjss-282	629	7	.	.	PROPN
esutjss-282	629	8	)	)	PUNCT
esutjss-282	629	9	.	.	PUNCT
esutjss-282	630	1	otor	otor	NOUN
esutjss-282	630	2	vehicle	vehicle	NOUN
esutjss-282	630	3	(	(	PUNCT
esutjss-282	630	4	third	third	ADJ
esutjss-282	630	5	party	party	NOUN
esutjss-282	630	6	)	)	PUNCT
esutjss-282	630	7	insurance	insurance	NOUN
esutjss-282	630	8	regulation	regulation	NOUN
esutjss-282	630	9	and	and	CCONJ
esutjss-282	630	10	road	road	NOUN
esutjss-282	630	11	traffic	traffic	NOUN
esutjss-282	630	12	liability	liability	NOUN
esutjss-282	630	13	risk	risk	NOUN
esutjss-282	630	14	management	management	NOUN
esutjss-282	630	15	in	in	ADP
esutjss-282	630	16	nigeria	nigeria	PROPN
esutjss-282	630	17	.	.	PUNCT
esutjss-282	631	1	revolution	revolution	NOUN
esutjss-282	631	2	,	,	PUNCT
esutjss-282	631	3	8(2	8(2	NUM
esutjss-282	631	4	)	)	PUNCT
esutjss-282	631	5	.	.	PUNCT
esutjss-282	632	1	229	229	NUM
esutjss-282	632	2	onokala	onokala	NOUN
esutjss-282	632	3	,	,	PUNCT
esutjss-282	632	4	p.	p.	PROPN
esutjss-282	632	5	c.	c.	PROPN
esutjss-282	632	6	,	,	PUNCT
esutjss-282	632	7	&	&	CCONJ
esutjss-282	632	8	olajide	olajide	PROPN
esutjss-282	632	9	,	,	PUNCT
esutjss-282	632	10	c.	c.	PROPN
esutjss-282	632	11	j.	j.	PROPN
esutjss-282	632	12	(	(	PUNCT
esutjss-282	632	13	2020	2020	NUM
esutjss-282	632	14	)	)	PUNCT
esutjss-282	632	15	.	.	PUNCT
esutjss-282	633	1	problems	problem	NOUN
esutjss-282	633	2	and	and	CCONJ
esutjss-282	633	3	challenges	challenge	NOUN
esutjss-282	633	4	facing	face	VERB
esutjss-282	633	5	the	the	DET
esutjss-282	633	6	nigerian	nigerian	ADJ
esutjss-282	633	7	transportation	transportation	NOUN
esutjss-282	633	8	system	system	NOUN
esutjss-282	633	9	which	which	PRON
esutjss-282	633	10	affect	affect	VERB
esutjss-282	633	11	their	their	PRON
esutjss-282	633	12	contribution	contribution	NOUN
esutjss-282	633	13	to	to	ADP
esutjss-282	633	14	the	the	DET
esutjss-282	633	15	economic	economic	ADJ
esutjss-282	633	16	development	development	NOUN
esutjss-282	633	17	of	of	ADP
esutjss-282	633	18	the	the	DET
esutjss-282	633	19	country	country	NOUN
esutjss-282	633	20	in	in	ADP
esutjss-282	633	21	the	the	DET
esutjss-282	633	22	21st	21st	ADJ
esutjss-282	633	23	century	century	NOUN
esutjss-282	633	24	.	.	PUNCT
esutjss-282	634	1	transportation	transportation	NOUN
esutjss-282	634	2	research	research	NOUN
esutjss-282	634	3	procedia	procedia	NOUN
esutjss-282	634	4	,	,	PUNCT
esutjss-282	634	5	48	48	NUM
esutjss-282	634	6	,	,	PUNCT
esutjss-282	634	7	2945	2945	NUM
esutjss-282	634	8	-	-	SYM
esutjss-282	634	9	2962	2962	NUM
esutjss-282	634	10	.	.	PUNCT
esutjss-282	635	1	onyejekwe	onyejekwe	ADJ
esutjss-282	635	2	,	,	PUNCT
esutjss-282	635	3	s.	s.	PROPN
esutjss-282	635	4	,	,	PUNCT
esutjss-282	635	5	abdulazzez	abdulazzez	PROPN
esutjss-282	635	6	,	,	PUNCT
esutjss-282	635	7	r.	r.	PROPN
esutjss-282	635	8	,	,	PUNCT
esutjss-282	635	9	rabiu	rabiu	NOUN
esutjss-282	635	10	,	,	PUNCT
esutjss-282	635	11	n.	n.	NOUN
esutjss-282	635	12	,	,	PUNCT
esutjss-282	635	13	hammed	ham	VERB
esutjss-282	635	14	,	,	PUNCT
esutjss-282	635	15	a.	a.	NOUN
esutjss-282	635	16	,	,	PUNCT
esutjss-282	635	17	&	&	CCONJ
esutjss-282	635	18	osunlalu	osunlalu	NOUN
esutjss-282	635	19	,	,	PUNCT
esutjss-282	635	20	o.	o.	NOUN
esutjss-282	636	1	some	some	DET
esutjss-282	636	2	common	common	ADJ
esutjss-282	636	3	infrastructure	infrastructure	NOUN
esutjss-282	636	4	-	-	PUNCT
esutjss-282	636	5	related	relate	VERB
esutjss-282	636	6	safety	safety	NOUN
esutjss-282	636	7	deficiencies	deficiency	NOUN
esutjss-282	636	8	on	on	ADP
esutjss-282	636	9	nigerian	nigerian	ADJ
esutjss-282	636	10	roads	road	NOUN
esutjss-282	636	11	.	.	PUNCT
esutjss-282	637	1	outay	outay	PROPN
esutjss-282	637	2	,	,	PUNCT
esutjss-282	637	3	f.	f.	PROPN
esutjss-282	637	4	,	,	PUNCT
esutjss-282	637	5	mengash	mengash	PROPN
esutjss-282	637	6	,	,	PUNCT
esutjss-282	637	7	h.	h.	PROPN
esutjss-282	637	8	a.	a.	PROPN
esutjss-282	637	9	,	,	PUNCT
esutjss-282	637	10	&	&	CCONJ
esutjss-282	637	11	adnan	adnan	PROPN
esutjss-282	637	12	,	,	PUNCT
esutjss-282	637	13	m.	m.	NOUN
esutjss-282	637	14	(	(	PUNCT
esutjss-282	637	15	2020	2020	NUM
esutjss-282	637	16	)	)	PUNCT
esutjss-282	637	17	.	.	PUNCT
esutjss-282	638	1	applications	application	NOUN
esutjss-282	638	2	of	of	ADP
esutjss-282	638	3	unmanned	unmanned	ADJ
esutjss-282	638	4	aerial	aerial	ADJ
esutjss-282	638	5	vehicle	vehicle	NOUN
esutjss-282	638	6	(	(	PUNCT
esutjss-282	638	7	uav	uav	PROPN
esutjss-282	638	8	)	)	PUNCT
esutjss-282	638	9	in	in	ADP
esutjss-282	638	10	road	road	NOUN
esutjss-282	638	11	safety	safety	NOUN
esutjss-282	638	12	,	,	PUNCT
esutjss-282	638	13	traffic	traffic	NOUN
esutjss-282	638	14	and	and	CCONJ
esutjss-282	638	15	highway	highway	NOUN
esutjss-282	638	16	infrastructure	infrastructure	NOUN
esutjss-282	638	17	management	management	NOUN
esutjss-282	638	18	:	:	PUNCT
esutjss-282	638	19	recent	recent	ADJ
esutjss-282	638	20	advances	advance	NOUN
esutjss-282	638	21	and	and	CCONJ
esutjss-282	638	22	challenges	challenge	NOUN
esutjss-282	638	23	.	.	PUNCT
esutjss-282	639	1	transportation	transportation	NOUN
esutjss-282	639	2	research	research	NOUN
esutjss-282	639	3	part	part	NOUN
esutjss-282	639	4	a	a	DET
esutjss-282	639	5	:	:	PUNCT
esutjss-282	639	6	policy	policy	NOUN
esutjss-282	639	7	and	and	CCONJ
esutjss-282	639	8	practice	practice	NOUN
esutjss-282	639	9	,	,	PUNCT
esutjss-282	639	10	141	141	NUM
esutjss-282	639	11	,	,	PUNCT
esutjss-282	639	12	116	116	NUM
esutjss-282	639	13	-	-	SYM
esutjss-282	639	14	129	129	NUM
esutjss-282	639	15	.	.	PUNCT
esutjss-282	640	1	papadimitriou	papadimitriou	PROPN
esutjss-282	640	2	,	,	PUNCT
esutjss-282	640	3	e.	e.	PROPN
esutjss-282	640	4	,	,	PUNCT
esutjss-282	640	5	filtness	filtness	PROPN
esutjss-282	640	6	,	,	PUNCT
esutjss-282	640	7	a.	a.	NOUN
esutjss-282	640	8	,	,	PUNCT
esutjss-282	640	9	theofilatos	theofilatos	PROPN
esutjss-282	640	10	,	,	PUNCT
esutjss-282	640	11	a.	a.	NOUN
esutjss-282	640	12	,	,	PUNCT
esutjss-282	640	13	ziakopoulos	ziakopoulo	NOUN
esutjss-282	640	14	,	,	PUNCT
esutjss-282	640	15	a.	a.	PROPN
esutjss-282	640	16	,	,	PUNCT
esutjss-282	640	17	quigley	quigley	PROPN
esutjss-282	640	18	,	,	PUNCT
esutjss-282	640	19	c.	c.	PROPN
esutjss-282	640	20	,	,	PUNCT
esutjss-282	640	21	&	&	CCONJ
esutjss-282	640	22	yannis	yannis	PROPN
esutjss-282	640	23	,	,	PUNCT
esutjss-282	640	24	g.	g.	PROPN
esutjss-282	640	25	(	(	PUNCT
esutjss-282	640	26	2019	2019	NUM
esutjss-282	640	27	)	)	PUNCT
esutjss-282	640	28	.	.	PUNCT
esutjss-282	641	1	review	review	NOUN
esutjss-282	641	2	and	and	CCONJ
esutjss-282	641	3	ranking	ranking	NOUN
esutjss-282	641	4	of	of	ADP
esutjss-282	641	5	crash	crash	NOUN
esutjss-282	641	6	risk	risk	NOUN
esutjss-282	641	7	factors	factor	NOUN
esutjss-282	641	8	related	relate	VERB
esutjss-282	641	9	to	to	ADP
esutjss-282	641	10	the	the	DET
esutjss-282	641	11	road	road	NOUN
esutjss-282	641	12	infrastructure	infrastructure	NOUN
esutjss-282	641	13	.	.	PUNCT
esutjss-282	642	1	accident	accident	NOUN
esutjss-282	642	2	analysis	analysis	NOUN
esutjss-282	642	3	&	&	CCONJ
esutjss-282	642	4	prevention	prevention	NOUN
esutjss-282	642	5	,	,	PUNCT
esutjss-282	642	6	125	125	NUM
esutjss-282	642	7	,	,	PUNCT
esutjss-282	642	8	85	85	NUM
esutjss-282	642	9	-	-	SYM
esutjss-282	642	10	97	97	NUM
esutjss-282	642	11	.	.	PUNCT
esutjss-282	643	1	pei	pei	PROPN
esutjss-282	643	2	,	,	PUNCT
esutjss-282	643	3	y.	y.	PROPN
esutjss-282	643	4	,	,	PUNCT
esutjss-282	643	5	wen	wen	PROPN
esutjss-282	643	6	,	,	PUNCT
esutjss-282	643	7	y.	y.	PROPN
esutjss-282	643	8	,	,	PUNCT
esutjss-282	643	9	&	&	CCONJ
esutjss-282	643	10	pan	pan	PROPN
esutjss-282	643	11	,	,	PUNCT
esutjss-282	643	12	s.	s.	PROPN
esutjss-282	643	13	(	(	PUNCT
esutjss-282	643	14	2024	2024	NUM
esutjss-282	643	15	)	)	PUNCT
esutjss-282	643	16	.	.	PUNCT
esutjss-282	644	1	road	road	NOUN
esutjss-282	644	2	traffic	traffic	NOUN
esutjss-282	644	3	accident	accident	NOUN
esutjss-282	644	4	risk	risk	NOUN
esutjss-282	644	5	prediction	prediction	NOUN
esutjss-282	644	6	and	and	CCONJ
esutjss-282	644	7	key	key	ADJ
esutjss-282	644	8	factor	factor	NOUN
esutjss-282	644	9	identification	identification	NOUN
esutjss-282	644	10	framework	framework	NOUN
esutjss-282	644	11	based	base	VERB
esutjss-282	644	12	on	on	ADP
esutjss-282	644	13	explainable	explainable	ADJ
esutjss-282	644	14	deep	deep	ADJ
esutjss-282	644	15	learning	learning	NOUN
esutjss-282	644	16	.	.	PUNCT
esutjss-282	645	1	ieee	ieee	NOUN
esutjss-282	645	2	access	access	NOUN
esutjss-282	645	3	.	.	PUNCT
esutjss-282	646	1	polus	polus	PROPN
esutjss-282	646	2	,	,	PUNCT
esutjss-282	646	3	a.	a.	NOUN
esutjss-282	646	4	,	,	PUNCT
esutjss-282	646	5	pollatschek	pollatschek	NOUN
esutjss-282	646	6	,	,	PUNCT
esutjss-282	646	7	m.	m.	NOUN
esutjss-282	646	8	a.	a.	PROPN
esutjss-282	646	9	,	,	PUNCT
esutjss-282	646	10	&	&	CCONJ
esutjss-282	646	11	farah	farah	PROPN
esutjss-282	646	12	,	,	PUNCT
esutjss-282	646	13	h.	h.	PROPN
esutjss-282	646	14	(	(	PUNCT
esutjss-282	646	15	2005	2005	NUM
esutjss-282	646	16	)	)	PUNCT
esutjss-282	646	17	.	.	PUNCT
esutjss-282	647	1	impact	impact	NOUN
esutjss-282	647	2	of	of	ADP
esutjss-282	647	3	infrastructure	infrastructure	NOUN
esutjss-282	647	4	characteristics	characteristic	NOUN
esutjss-282	647	5	on	on	ADP
esutjss-282	647	6	road	road	NOUN
esutjss-282	647	7	crashes	crash	NOUN
esutjss-282	647	8	on	on	ADP
esutjss-282	647	9	two	two	NUM
esutjss-282	647	10	-	-	PUNCT
esutjss-282	647	11	lane	lane	NOUN
esutjss-282	647	12	highways	highway	NOUN
esutjss-282	647	13	.	.	PUNCT
esutjss-282	648	1	traffic	traffic	NOUN
esutjss-282	648	2	injury	injury	PROPN
esutjss-282	648	3	prevention	prevention	PROPN
esutjss-282	648	4	,	,	PUNCT
esutjss-282	648	5	6(3	6(3	NUM
esutjss-282	648	6	)	)	PUNCT
esutjss-282	648	7	,	,	PUNCT
esutjss-282	648	8	240	240	NUM
esutjss-282	648	9	-	-	SYM
esutjss-282	648	10	247	247	NUM
esutjss-282	648	11	.	.	PUNCT
esutjss-282	649	1	regan	regan	PROPN
esutjss-282	649	2	,	,	PUNCT
esutjss-282	649	3	l.	l.	PROPN
esutjss-282	649	4	,	,	PUNCT
esutjss-282	649	5	tennyson	tennyson	PROPN
esutjss-282	649	6	,	,	PUNCT
esutjss-282	649	7	s.	s.	PROPN
esutjss-282	649	8	,	,	PUNCT
esutjss-282	649	9	&	&	CCONJ
esutjss-282	649	10	weiss	weiss	PROPN
esutjss-282	649	11	,	,	PUNCT
esutjss-282	649	12	m.	m.	NOUN
esutjss-282	649	13	(	(	PUNCT
esutjss-282	649	14	2008	2008	NUM
esutjss-282	649	15	)	)	PUNCT
esutjss-282	649	16	.	.	PUNCT
esutjss-282	650	1	the	the	DET
esutjss-282	650	2	relationship	relationship	NOUN
esutjss-282	650	3	between	between	ADP
esutjss-282	650	4	auto	auto	NOUN
esutjss-282	650	5	insurance	insurance	NOUN
esutjss-282	650	6	rate	rate	NOUN
esutjss-282	650	7	regulation	regulation	NOUN
esutjss-282	650	8	and	and	CCONJ
esutjss-282	650	9	insured	insure	VERB
esutjss-282	650	10	loss	loss	NOUN
esutjss-282	650	11	costs	cost	NOUN
esutjss-282	650	12	:	:	PUNCT
esutjss-282	650	13	an	an	DET
esutjss-282	650	14	empirical	empirical	ADJ
esutjss-282	650	15	analysis	analysis	NOUN
esutjss-282	650	16	.	.	PUNCT
esutjss-282	651	1	journal	journal	PROPN
esutjss-282	651	2	of	of	ADP
esutjss-282	651	3	insurance	insurance	NOUN
esutjss-282	651	4	regulation	regulation	NOUN
esutjss-282	651	5	,	,	PUNCT
esutjss-282	651	6	27(1	27(1	NUM
esutjss-282	651	7	)	)	PUNCT
esutjss-282	651	8	.	.	PUNCT
esutjss-282	652	1	salisu	salisu	PROPN
esutjss-282	652	2	,	,	PUNCT
esutjss-282	652	3	u.	u.	PROPN
esutjss-282	652	4	o.	o.	PROPN
esutjss-282	652	5	(	(	PUNCT
esutjss-282	652	6	2019	2019	NUM
esutjss-282	652	7	)	)	PUNCT
esutjss-282	652	8	.	.	PUNCT
esutjss-282	653	1	state	state	NOUN
esutjss-282	653	2	of	of	ADP
esutjss-282	653	3	transport	transport	NOUN
esutjss-282	653	4	administrative	administrative	ADJ
esutjss-282	653	5	structure	structure	NOUN
esutjss-282	653	6	in	in	ADP
esutjss-282	653	7	lagos	lagos	PROPN
esutjss-282	653	8	,	,	PUNCT
esutjss-282	653	9	ogun	ogun	NOUN
esutjss-282	653	10	and	and	CCONJ
esutjss-282	653	11	oyo	oyo	NOUN
esutjss-282	653	12	states	state	NOUN
esutjss-282	653	13	,	,	PUNCT
esutjss-282	653	14	nigeria	nigeria	PROPN
esutjss-282	653	15	.	.	PUNCT
esutjss-282	654	1	journal	journal	PROPN
esutjss-282	654	2	of	of	ADP
esutjss-282	654	3	tourism	tourism	NOUN
esutjss-282	654	4	,	,	PUNCT
esutjss-282	654	5	sustainability	sustainability	NOUN
esutjss-282	654	6	and	and	CCONJ
esutjss-282	654	7	well	well	ADV
esutjss-282	654	8	-	-	PUNCT
esutjss-282	654	9	being	being	NOUN
esutjss-282	654	10	,	,	PUNCT
esutjss-282	654	11	7(1	7(1	NUM
esutjss-282	654	12	)	)	PUNCT
esutjss-282	654	13	,	,	PUNCT
esutjss-282	654	14	67	67	NUM
esutjss-282	654	15	-	-	SYM
esutjss-282	654	16	84	84	NUM
esutjss-282	654	17	.	.	PUNCT
esutjss-282	655	1	salisu	salisu	ADJ
esutjss-282	655	2	,	,	PUNCT
esutjss-282	655	3	u.	u.	PROPN
esutjss-282	655	4	o.	o.	PROPN
esutjss-282	655	5	,	,	PUNCT
esutjss-282	655	6	&	&	CCONJ
esutjss-282	655	7	oyesiku	oyesiku	PROPN
esutjss-282	655	8	,	,	PUNCT
esutjss-282	655	9	o.	o.	NOUN
esutjss-282	655	10	o.	o.	PROPN
esutjss-282	655	11	(	(	PUNCT
esutjss-282	655	12	2020	2020	NUM
esutjss-282	655	13	)	)	PUNCT
esutjss-282	655	14	.	.	PUNCT
esutjss-282	656	1	traffic	traffic	NOUN
esutjss-282	656	2	survey	survey	NOUN
esutjss-282	656	3	analysis	analysis	NOUN
esutjss-282	656	4	:	:	PUNCT
esutjss-282	656	5	implications	implication	NOUN
esutjss-282	656	6	for	for	ADP
esutjss-282	656	7	road	road	NOUN
esutjss-282	656	8	transport	transport	NOUN
esutjss-282	656	9	planning	planning	NOUN
esutjss-282	656	10	in	in	ADP
esutjss-282	656	11	nigeria	nigeria	PROPN
esutjss-282	656	12	.	.	PUNCT
esutjss-282	657	1	logi	logi	PROPN
esutjss-282	657	2	:	:	PUNCT
esutjss-282	657	3	scientific	scientific	ADJ
esutjss-282	657	4	journal	journal	NOUN
esutjss-282	657	5	on	on	ADP
esutjss-282	657	6	transport	transport	NOUN
esutjss-282	657	7	and	and	CCONJ
esutjss-282	657	8	logistics	logistic	NOUN
esutjss-282	657	9	,	,	PUNCT
esutjss-282	657	10	11(2	11(2	NUM
esutjss-282	657	11	)	)	PUNCT
esutjss-282	657	12	,	,	PUNCT
esutjss-282	657	13	12	12	NUM
esutjss-282	657	14	-	-	SYM
esutjss-282	657	15	22	22	NUM
esutjss-282	657	16	.	.	PUNCT
esutjss-282	658	1	sbm	sbm	PROPN
esutjss-282	658	2	intelligence	intelligence	PROPN
esutjss-282	658	3	.	.	PUNCT
esutjss-282	659	1	(	(	PUNCT
esutjss-282	659	2	2025	2025	NUM
esutjss-282	659	3	,	,	PUNCT
esutjss-282	659	4	january	january	PROPN
esutjss-282	659	5	9	9	NUM
esutjss-282	659	6	)	)	PUNCT
esutjss-282	659	7	.	.	PUNCT
esutjss-282	660	1	a	a	DET
esutjss-282	660	2	bumpy	bumpy	ADJ
esutjss-282	660	3	ride	ride	NOUN
esutjss-282	660	4	through	through	ADP
esutjss-282	660	5	nigeria	nigeria	PROPN
esutjss-282	660	6	's	's	PART
esutjss-282	660	7	roads	road	NOUN
esutjss-282	660	8	.	.	PUNCT
esutjss-282	661	1	schaafsma	schaafsma	PROPN
esutjss-282	661	2	,	,	PUNCT
esutjss-282	661	3	f.	f.	PROPN
esutjss-282	661	4	,	,	PUNCT
esutjss-282	661	5	de	de	X
esutjss-282	661	6	wolf	wolf	PROPN
esutjss-282	661	7	,	,	PUNCT
esutjss-282	661	8	a.	a.	NOUN
esutjss-282	661	9	,	,	PUNCT
esutjss-282	661	10	kayaian	kayaian	PROPN
esutjss-282	661	11	,	,	PUNCT
esutjss-282	661	12	a.	a.	PROPN
esutjss-282	661	13	,	,	PUNCT
esutjss-282	661	14	&	&	CCONJ
esutjss-282	661	15	cameron	cameron	PROPN
esutjss-282	661	16	,	,	PUNCT
esutjss-282	661	17	i.	i.	PROPN
esutjss-282	661	18	d.	d.	PROPN
esutjss-282	661	19	(	(	PUNCT
esutjss-282	661	20	2012	2012	NUM
esutjss-282	661	21	)	)	PUNCT
esutjss-282	661	22	.	.	PUNCT
esutjss-282	662	1	changing	change	VERB
esutjss-282	662	2	insurance	insurance	NOUN
esutjss-282	662	3	company	company	NOUN
esutjss-282	662	4	claims	claim	VERB
esutjss-282	662	5	handling	handling	NOUN
esutjss-282	662	6	processes	process	NOUN
esutjss-282	662	7	improves	improve	VERB
esutjss-282	662	8	some	some	DET
esutjss-282	662	9	outcomes	outcome	NOUN
esutjss-282	662	10	for	for	ADP
esutjss-282	662	11	people	people	NOUN
esutjss-282	662	12	injured	injure	VERB
esutjss-282	662	13	in	in	ADP
esutjss-282	662	14	road	road	NOUN
esutjss-282	662	15	traffic	traffic	NOUN
esutjss-282	662	16	crashes	crash	NOUN
esutjss-282	662	17	.	.	PUNCT
esutjss-282	663	1	bmc	bmc	ADJ
esutjss-282	663	2	public	public	ADJ
esutjss-282	663	3	health	health	NOUN
esutjss-282	663	4	,	,	PUNCT
esutjss-282	663	5	12	12	NUM
esutjss-282	663	6	,	,	PUNCT
esutjss-282	663	7	1	1	NUM
esutjss-282	663	8	-	-	SYM
esutjss-282	663	9	9	9	NUM
esutjss-282	663	10	.	.	PUNCT
esutjss-282	663	11	tandrayen	tandrayen	PROPN
esutjss-282	663	12	-	-	PUNCT
esutjss-282	663	13	ragoobur	ragoobur	PROPN
esutjss-282	663	14	,	,	PUNCT
esutjss-282	663	15	v.	v.	PROPN
esutjss-282	663	16	(	(	PUNCT
esutjss-282	663	17	2025	2025	NUM
esutjss-282	663	18	)	)	PUNCT
esutjss-282	663	19	.	.	PUNCT
esutjss-282	664	1	the	the	DET
esutjss-282	664	2	economic	economic	ADJ
esutjss-282	664	3	burden	burden	NOUN
esutjss-282	664	4	of	of	ADP
esutjss-282	664	5	road	road	NOUN
esutjss-282	664	6	traffic	traffic	NOUN
esutjss-282	664	7	accidents	accident	NOUN
esutjss-282	664	8	and	and	CCONJ
esutjss-282	664	9	injuries	injury	NOUN
esutjss-282	664	10	:	:	PUNCT
esutjss-282	664	11	a	a	DET
esutjss-282	664	12	small	small	ADJ
esutjss-282	664	13	island	island	NOUN
esutjss-282	664	14	perspective	perspective	NOUN
esutjss-282	664	15	.	.	PUNCT
esutjss-282	665	1	international	international	ADJ
esutjss-282	665	2	journal	journal	PROPN
esutjss-282	665	3	of	of	ADP
esutjss-282	665	4	transportation	transportation	NOUN
esutjss-282	665	5	science	science	NOUN
esutjss-282	665	6	and	and	CCONJ
esutjss-282	665	7	technology	technology	NOUN
esutjss-282	665	8	,	,	PUNCT
esutjss-282	665	9	17	17	NUM
esutjss-282	665	10	,	,	PUNCT
esutjss-282	665	11	109	109	NUM
esutjss-282	665	12	-	-	SYM
esutjss-282	665	13	119	119	NUM
esutjss-282	665	14	.	.	PUNCT
esutjss-282	666	1	uduku	uduku	NOUN
esutjss-282	666	2	,	,	PUNCT
esutjss-282	666	3	o.	o.	PROPN
esutjss-282	666	4	,	,	PUNCT
esutjss-282	666	5	lawanson	lawanson	PROPN
esutjss-282	666	6	,	,	PUNCT
esutjss-282	666	7	t.	t.	PROPN
esutjss-282	666	8	,	,	PUNCT
esutjss-282	666	9	&	&	CCONJ
esutjss-282	666	10	ogodo	ogodo	PROPN
esutjss-282	666	11	,	,	PUNCT
esutjss-282	666	12	o.	o.	NOUN
esutjss-282	666	13	(	(	PUNCT
esutjss-282	666	14	2021	2021	NUM
esutjss-282	666	15	)	)	PUNCT
esutjss-282	666	16	.	.	PUNCT
esutjss-282	667	1	lagos	lago	NOUN
esutjss-282	667	2	:	:	PUNCT
esutjss-282	667	3	city	city	NOUN
esutjss-282	667	4	scoping	scope	VERB
esutjss-282	667	5	study	study	NOUN
esutjss-282	667	6	.	.	PUNCT
esutjss-282	668	1	manchester	manchester	PROPN
esutjss-282	668	2	,	,	PUNCT
esutjss-282	668	3	uk	uk	PROPN
esutjss-282	668	4	:	:	PUNCT
esutjss-282	668	5	african	african	ADJ
esutjss-282	668	6	cities	city	NOUN
esutjss-282	668	7	research	research	PROPN
esutjss-282	668	8	consortium	consortium	PROPN
esutjss-282	668	9	,	,	PUNCT
esutjss-282	668	10	the	the	DET
esutjss-282	668	11	university	university	NOUN
esutjss-282	668	12	of	of	ADP
esutjss-282	668	13	manchester	manchester	PROPN
esutjss-282	668	14	.	.	PUNCT
esutjss-282	668	15	available	available	ADJ
esutjss-282	668	16	at	at	ADP
esutjss-282	668	17	:	:	PUNCT
esutjss-282	668	18	www	www	PROPN
esutjss-282	668	19	.	.	PROPN
esutjss-282	668	20	african	african	PROPN
esutjss-282	668	21	-	-	PUNCT
esutjss-282	668	22	cities	city	NOUN
esutjss-282	668	23	.	.	PUNCT
esutjss-282	669	1	org	org	ADJ
esutjss-282	669	2	,	,	PUNCT
esutjss-282	669	3	7	7	NUM
esutjss-282	669	4	.	.	X
esutjss-282	669	5	uzondu	uzondu	NOUN
esutjss-282	669	6	,	,	PUNCT
esutjss-282	669	7	c.	c.	PROPN
esutjss-282	669	8	,	,	PUNCT
esutjss-282	669	9	jamson	jamson	PROPN
esutjss-282	669	10	,	,	PUNCT
esutjss-282	669	11	s.	s.	PROPN
esutjss-282	669	12	,	,	PUNCT
esutjss-282	669	13	&	&	CCONJ
esutjss-282	669	14	hibberd	hibberd	PROPN
esutjss-282	669	15	,	,	PUNCT
esutjss-282	669	16	d.	d.	PROPN
esutjss-282	669	17	(	(	PUNCT
esutjss-282	669	18	2020	2020	NUM
esutjss-282	669	19	)	)	PUNCT
esutjss-282	669	20	.	.	PUNCT
esutjss-282	670	1	can	can	AUX
esutjss-282	670	2	infrastructure	infrastructure	NOUN
esutjss-282	670	3	improvements	improvement	NOUN
esutjss-282	670	4	mitigate	mitigate	VERB
esutjss-282	670	5	unsafe	unsafe	ADJ
esutjss-282	670	6	traffic	traffic	NOUN
esutjss-282	670	7	safety	safety	NOUN
esutjss-282	670	8	culture	culture	NOUN
esutjss-282	670	9	:	:	PUNCT
esutjss-282	670	10	a	a	DET
esutjss-282	670	11	driving	drive	VERB
esutjss-282	670	12	simulator	simulator	NOUN
esutjss-282	670	13	study	study	NOUN
esutjss-282	670	14	exploring	explore	VERB
esutjss-282	670	15	cross	cross	ADJ
esutjss-282	670	16	cultural	cultural	ADJ
esutjss-282	670	17	differences	difference	NOUN
esutjss-282	670	18	.	.	PUNCT
esutjss-282	671	1	transportation	transportation	NOUN
esutjss-282	671	2	research	research	NOUN
esutjss-282	671	3	part	part	NOUN
esutjss-282	671	4	f	f	NOUN
esutjss-282	671	5	:	:	PUNCT
esutjss-282	671	6	traffic	traffic	NOUN
esutjss-282	671	7	psychology	psychology	NOUN
esutjss-282	671	8	and	and	CCONJ
esutjss-282	671	9	behaviour	behaviour	NOUN
esutjss-282	671	10	,	,	PUNCT
esutjss-282	671	11	73	73	NUM
esutjss-282	671	12	,	,	PUNCT
esutjss-282	671	13	205221	205221	NUM
esutjss-282	671	14	.	.	PUNCT
esutjss-282	672	1	230	230	NUM
esutjss-282	672	2	uzondu	uzondu	NOUN
esutjss-282	672	3	,	,	PUNCT
esutjss-282	672	4	c.	c.	PROPN
esutjss-282	672	5	,	,	PUNCT
esutjss-282	672	6	jamson	jamson	PROPN
esutjss-282	672	7	,	,	PUNCT
esutjss-282	672	8	s.	s.	PROPN
esutjss-282	672	9	,	,	PUNCT
esutjss-282	672	10	&	&	CCONJ
esutjss-282	672	11	marsden	marsden	PROPN
esutjss-282	672	12	,	,	PUNCT
esutjss-282	672	13	g.	g.	PROPN
esutjss-282	672	14	(	(	PUNCT
esutjss-282	672	15	2022	2022	NUM
esutjss-282	672	16	)	)	PUNCT
esutjss-282	672	17	.	.	PUNCT
esutjss-282	673	1	road	road	NOUN
esutjss-282	673	2	safety	safety	NOUN
esutjss-282	673	3	in	in	ADP
esutjss-282	673	4	nigeria	nigeria	PROPN
esutjss-282	673	5	:	:	PUNCT
esutjss-282	673	6	unravelling	unravel	VERB
esutjss-282	673	7	the	the	DET
esutjss-282	673	8	challenges	challenge	NOUN
esutjss-282	673	9	,	,	PUNCT
esutjss-282	673	10	measures	measure	NOUN
esutjss-282	673	11	,	,	PUNCT
esutjss-282	673	12	and	and	CCONJ
esutjss-282	673	13	strategies	strategy	NOUN
esutjss-282	673	14	for	for	ADP
esutjss-282	673	15	improvement	improvement	NOUN
esutjss-282	673	16	.	.	PUNCT
esutjss-282	674	1	international	international	ADJ
esutjss-282	674	2	journal	journal	PROPN
esutjss-282	674	3	of	of	ADP
esutjss-282	674	4	injury	injury	NOUN
esutjss-282	674	5	control	control	NOUN
esutjss-282	674	6	and	and	CCONJ
esutjss-282	674	7	safety	safety	NOUN
esutjss-282	674	8	promotion	promotion	NOUN
esutjss-282	674	9	,	,	PUNCT
esutjss-282	674	10	29(4	29(4	NOUN
esutjss-282	674	11	)	)	PUNCT
esutjss-282	674	12	,	,	PUNCT
esutjss-282	674	13	522	522	NUM
esutjss-282	674	14	-	-	SYM
esutjss-282	674	15	532	532	NUM
esutjss-282	674	16	.	.	PUNCT
esutjss-282	675	1	välilä	välilä	PROPN
esutjss-282	675	2	,	,	PUNCT
esutjss-282	675	3	t.	t.	PROPN
esutjss-282	675	4	(	(	PUNCT
esutjss-282	675	5	2023	2023	NUM
esutjss-282	675	6	)	)	PUNCT
esutjss-282	675	7	.	.	PUNCT
esutjss-282	676	1	road	road	NOUN
esutjss-282	676	2	safety	safety	NOUN
esutjss-282	676	3	and	and	CCONJ
esutjss-282	676	4	road	road	NOUN
esutjss-282	676	5	infrastructure	infrastructure	NOUN
esutjss-282	676	6	expenditure	expenditure	NOUN
esutjss-282	676	7	:	:	PUNCT
esutjss-282	676	8	a	a	DET
esutjss-282	676	9	bivariate	bivariate	ADJ
esutjss-282	676	10	analysis	analysis	NOUN
esutjss-282	676	11	.	.	PUNCT
esutjss-282	677	1	transport	transport	NOUN
esutjss-282	677	2	policy	policy	NOUN
esutjss-282	677	3	,	,	PUNCT
esutjss-282	677	4	140	140	NUM
esutjss-282	677	5	,	,	PUNCT
esutjss-282	677	6	148	148	NUM
esutjss-282	677	7	-	-	SYM
esutjss-282	677	8	162	162	NUM
esutjss-282	677	9	.	.	PUNCT
esutjss-282	678	1	van	van	PROPN
esutjss-282	678	2	heerdena	heerdena	PROPN
esutjss-282	678	3	,	,	PUNCT
esutjss-282	678	4	s.	s.	PROPN
esutjss-282	678	5	a.	a.	PROPN
esutjss-282	678	6	,	,	PUNCT
esutjss-282	678	7	van	van	PROPN
esutjss-282	678	8	vuurena	vuurena	PROPN
esutjss-282	678	9	,	,	PUNCT
esutjss-282	678	10	j.	j.	PROPN
esutjss-282	678	11	h.	h.	PROPN
esutjss-282	678	12	,	,	PUNCT
esutjss-282	678	13	&	&	CCONJ
esutjss-282	678	14	grobbelaarb	grobbelaarb	PROPN
esutjss-282	678	15	,	,	PUNCT
esutjss-282	678	16	s.	s.	PROPN
esutjss-282	678	17	s.	s.	PROPN
esutjss-282	678	18	towards	towards	ADP
esutjss-282	678	19	a	a	DET
esutjss-282	678	20	descriptive	descriptive	ADJ
esutjss-282	678	21	model	model	NOUN
esutjss-282	678	22	of	of	ADP
esutjss-282	678	23	road	road	NOUN
esutjss-282	678	24	accident	accident	NOUN
esutjss-282	678	25	risk	risk	NOUN
esutjss-282	678	26	.	.	PUNCT
esutjss-282	679	1	wang	wang	PROPN
esutjss-282	679	2	,	,	PUNCT
esutjss-282	679	3	c.	c.	PROPN
esutjss-282	679	4	,	,	PUNCT
esutjss-282	679	5	quddus	quddus	PROPN
esutjss-282	679	6	,	,	PUNCT
esutjss-282	679	7	m.	m.	NOUN
esutjss-282	679	8	a.	a.	PROPN
esutjss-282	679	9	,	,	PUNCT
esutjss-282	679	10	&	&	CCONJ
esutjss-282	679	11	ison	ison	PROPN
esutjss-282	679	12	,	,	PUNCT
esutjss-282	679	13	s.	s.	PROPN
esutjss-282	679	14	g.	g.	PROPN
esutjss-282	679	15	(	(	PUNCT
esutjss-282	679	16	2013	2013	NUM
esutjss-282	679	17	)	)	PUNCT
esutjss-282	679	18	.	.	PUNCT
esutjss-282	680	1	the	the	DET
esutjss-282	680	2	effect	effect	NOUN
esutjss-282	680	3	of	of	ADP
esutjss-282	680	4	traffic	traffic	NOUN
esutjss-282	680	5	and	and	CCONJ
esutjss-282	680	6	road	road	NOUN
esutjss-282	680	7	characteristics	characteristic	NOUN
esutjss-282	680	8	on	on	ADP
esutjss-282	680	9	road	road	NOUN
esutjss-282	680	10	safety	safety	NOUN
esutjss-282	680	11	:	:	PUNCT
esutjss-282	680	12	a	a	DET
esutjss-282	680	13	review	review	NOUN
esutjss-282	680	14	and	and	CCONJ
esutjss-282	680	15	future	future	ADJ
esutjss-282	680	16	research	research	NOUN
esutjss-282	680	17	direction	direction	NOUN
esutjss-282	680	18	.	.	PUNCT
esutjss-282	681	1	safety	safety	NOUN
esutjss-282	681	2	science	science	NOUN
esutjss-282	681	3	,	,	PUNCT
esutjss-282	681	4	57	57	NUM
esutjss-282	681	5	,	,	PUNCT
esutjss-282	681	6	264	264	NUM
esutjss-282	681	7	-	-	SYM
esutjss-282	681	8	275	275	NUM
esutjss-282	681	9	.	.	PUNCT
esutjss-282	682	1	wang	wang	PROPN
esutjss-282	682	2	,	,	PUNCT
esutjss-282	682	3	y.	y.	PROPN
esutjss-282	682	4	,	,	PUNCT
esutjss-282	682	5	zhai	zhai	PROPN
esutjss-282	682	6	,	,	PUNCT
esutjss-282	682	7	h.	h.	PROPN
esutjss-282	682	8	,	,	PUNCT
esutjss-282	682	9	cao	cao	PROPN
esutjss-282	682	10	,	,	PUNCT
esutjss-282	682	11	x.	x.	NOUN
esutjss-282	682	12	,	,	PUNCT
esutjss-282	682	13	&	&	CCONJ
esutjss-282	682	14	geng	geng	PROPN
esutjss-282	682	15	,	,	PUNCT
esutjss-282	682	16	x.	x.	NOUN
esutjss-282	682	17	(	(	PUNCT
esutjss-282	682	18	2023	2023	NUM
esutjss-282	682	19	)	)	PUNCT
esutjss-282	682	20	.	.	PUNCT
esutjss-282	683	1	cause	cause	VERB
esutjss-282	683	2	analysis	analysis	NOUN
esutjss-282	683	3	and	and	CCONJ
esutjss-282	683	4	accident	accident	NOUN
esutjss-282	683	5	classification	classification	NOUN
esutjss-282	683	6	of	of	ADP
esutjss-282	683	7	road	road	NOUN
esutjss-282	683	8	traffic	traffic	NOUN
esutjss-282	683	9	accidents	accident	NOUN
esutjss-282	683	10	based	base	VERB
esutjss-282	683	11	on	on	ADP
esutjss-282	683	12	complex	complex	ADJ
esutjss-282	683	13	networks	network	NOUN
esutjss-282	683	14	.	.	PUNCT
esutjss-282	684	1	applied	apply	VERB
esutjss-282	684	2	sciences	science	NOUN
esutjss-282	684	3	,	,	PUNCT
esutjss-282	684	4	13(23	13(23	NOUN
esutjss-282	684	5	)	)	PUNCT
esutjss-282	684	6	,	,	PUNCT
esutjss-282	684	7	12963	12963	NUM
esutjss-282	684	8	.	.	PUNCT
esutjss-282	685	1	wu	wu	PROPN
esutjss-282	685	2	,	,	PUNCT
esutjss-282	685	3	w.	w.	PROPN
esutjss-282	685	4	j.	j.	PROPN
esutjss-282	685	5	,	,	PUNCT
esutjss-282	685	6	li	li	PROPN
esutjss-282	685	7	,	,	PUNCT
esutjss-282	685	8	c.	c.	PROPN
esutjss-282	685	9	s.	s.	PROPN
esutjss-282	685	10	,	,	PUNCT
esutjss-282	685	11	&	&	CCONJ
esutjss-282	685	12	peng	peng	PROPN
esutjss-282	685	13	,	,	PUNCT
esutjss-282	685	14	s.	s.	PROPN
esutjss-282	685	15	c.	c.	PROPN
esutjss-282	685	16	(	(	PUNCT
esutjss-282	685	17	2020	2020	NUM
esutjss-282	685	18	)	)	PUNCT
esutjss-282	685	19	.	.	PUNCT
esutjss-282	686	1	the	the	DET
esutjss-282	686	2	relationships	relationship	NOUN
esutjss-282	686	3	between	between	ADP
esutjss-282	686	4	vehicle	vehicle	NOUN
esutjss-282	686	5	characteristics	characteristic	NOUN
esutjss-282	686	6	and	and	CCONJ
esutjss-282	686	7	automobile	automobile	NOUN
esutjss-282	686	8	accidents	accident	NOUN
esutjss-282	686	9	.	.	PUNCT
esutjss-282	687	1	risk	risk	NOUN
esutjss-282	687	2	management	management	NOUN
esutjss-282	687	3	and	and	CCONJ
esutjss-282	687	4	insurance	insurance	NOUN
esutjss-282	687	5	review	review	NOUN
esutjss-282	687	6	,	,	PUNCT
esutjss-282	687	7	23(4	23(4	NOUN
esutjss-282	687	8	)	)	PUNCT
esutjss-282	687	9	,	,	PUNCT
esutjss-282	687	10	331	331	NUM
esutjss-282	687	11	-	-	SYM
esutjss-282	687	12	377	377	NUM
esutjss-282	687	13	.	.	PUNCT
esutjss-282	688	1	yannis	yannis	PROPN
esutjss-282	688	2	,	,	PUNCT
esutjss-282	688	3	g.	g.	PROPN
esutjss-282	688	4	,	,	PUNCT
esutjss-282	688	5	papadimitriou	papadimitriou	NOUN
esutjss-282	688	6	,	,	PUNCT
esutjss-282	688	7	e.	e.	PROPN
esutjss-282	688	8	,	,	PUNCT
esutjss-282	688	9	evgenikos	evgenikos	ADJ
esutjss-282	688	10	,	,	PUNCT
esutjss-282	688	11	p.	p.	NOUN
esutjss-282	688	12	,	,	PUNCT
esutjss-282	688	13	&	&	CCONJ
esutjss-282	688	14	dragomanovits	dragomanovit	NOUN
esutjss-282	688	15	,	,	PUNCT
esutjss-282	688	16	a.	a.	NOUN
esutjss-282	688	17	(	(	PUNCT
esutjss-282	688	18	2016	2016	NUM
esutjss-282	688	19	)	)	PUNCT
esutjss-282	688	20	.	.	PUNCT
esutjss-282	689	1	good	good	ADJ
esutjss-282	689	2	practices	practice	NOUN
esutjss-282	689	3	on	on	ADP
esutjss-282	689	4	cost	cost	NOUN
esutjss-282	689	5	–	–	PUNCT
esutjss-282	689	6	effective	effective	ADJ
esutjss-282	689	7	road	road	NOUN
esutjss-282	689	8	infrastructure	infrastructure	NOUN
esutjss-282	689	9	safety	safety	NOUN
esutjss-282	689	10	investments	investment	NOUN
esutjss-282	689	11	.	.	PUNCT
esutjss-282	690	1	international	international	ADJ
esutjss-282	690	2	journal	journal	PROPN
esutjss-282	690	3	of	of	ADP
esutjss-282	690	4	injury	injury	NOUN
esutjss-282	690	5	control	control	NOUN
esutjss-282	690	6	and	and	CCONJ
esutjss-282	690	7	safety	safety	NOUN
esutjss-282	690	8	promotion	promotion	NOUN
esutjss-282	690	9	,	,	PUNCT
esutjss-282	690	10	23(4	23(4	NOUN
esutjss-282	690	11	)	)	PUNCT
esutjss-282	690	12	,	,	PUNCT
esutjss-282	690	13	373	373	NUM
esutjss-282	690	14	-	-	SYM
esutjss-282	690	15	387	387	NUM
esutjss-282	690	16	.	.	PUNCT
esutjss-282	691	1	yunus	yunus	PROPN
esutjss-282	691	2	,	,	PUNCT
esutjss-282	691	3	s.	s.	PROPN
esutjss-282	691	4	,	,	PUNCT
esutjss-282	691	5	&	&	CCONJ
esutjss-282	691	6	abdulkarim	abdulkarim	PROPN
esutjss-282	691	7	,	,	PUNCT
esutjss-282	691	8	i.	i.	PROPN
esutjss-282	691	9	a.	a.	PROPN
esutjss-282	691	10	(	(	PUNCT
esutjss-282	691	11	2022	2022	NUM
esutjss-282	691	12	)	)	PUNCT
esutjss-282	691	13	.	.	PUNCT
esutjss-282	692	1	road	road	NOUN
esutjss-282	692	2	traffic	traffic	NOUN
esutjss-282	692	3	crashes	crash	NOUN
esutjss-282	692	4	and	and	CCONJ
esutjss-282	692	5	emergency	emergency	NOUN
esutjss-282	692	6	response	response	NOUN
esutjss-282	692	7	optimization	optimization	NOUN
esutjss-282	692	8	:	:	PUNCT
esutjss-282	692	9	a	a	DET
esutjss-282	692	10	geo	geo	PROPN
esutjss-282	692	11	-	-	PUNCT
esutjss-282	692	12	spatial	spatial	ADJ
esutjss-282	692	13	analysis	analysis	NOUN
esutjss-282	692	14	using	use	VERB
esutjss-282	692	15	closest	close	ADJ
esutjss-282	692	16	facility	facility	NOUN
esutjss-282	692	17	and	and	CCONJ
esutjss-282	692	18	location	location	NOUN
esutjss-282	692	19	-	-	PUNCT
esutjss-282	692	20	allocation	allocation	NOUN
esutjss-282	692	21	methods	method	NOUN
esutjss-282	692	22	.	.	PUNCT
esutjss-282	693	1	geomatics	geomatic	NOUN
esutjss-282	693	2	,	,	PUNCT
esutjss-282	693	3	natural	natural	ADJ
esutjss-282	693	4	hazards	hazard	NOUN
esutjss-282	693	5	and	and	CCONJ
esutjss-282	693	6	risk	risk	NOUN
esutjss-282	693	7	,	,	PUNCT
esutjss-282	693	8	13(1	13(1	NUM
esutjss-282	693	9	)	)	PUNCT
esutjss-282	693	10	,	,	PUNCT
esutjss-282	693	11	1535	1535	NUM
esutjss-282	693	12	-	-	SYM
esutjss-282	693	13	1555	1555	NUM
esutjss-282	693	14	.	.	PUNCT
esutjss-282	694	1	yusuf	yusuf	PROPN
esutjss-282	694	2	,	,	PUNCT
esutjss-282	694	3	t.	t.	PROPN
esutjss-282	694	4	o.	o.	PROPN
esutjss-282	694	5	,	,	PUNCT
esutjss-282	694	6	ajemunigbohun	ajemunigbohun	PROPN
esutjss-282	694	7	,	,	PUNCT
esutjss-282	694	8	s.	s.	PROPN
esutjss-282	694	9	s.	s.	PROPN
esutjss-282	694	10	,	,	PUNCT
esutjss-282	694	11	&	&	CCONJ
esutjss-282	694	12	alli	alli	PROPN
esutjss-282	694	13	,	,	PUNCT
esutjss-282	694	14	g.	g.	PROPN
esutjss-282	694	15	n.	n.	PROPN
esutjss-282	694	16	(	(	PUNCT
esutjss-282	694	17	2017	2017	NUM
esutjss-282	694	18	)	)	PUNCT
esutjss-282	694	19	.	.	PUNCT
esutjss-282	695	1	a	a	DET
esutjss-282	695	2	critical	critical	ADJ
esutjss-282	695	3	review	review	NOUN
esutjss-282	695	4	of	of	ADP
esutjss-282	695	5	insurance	insurance	NOUN
esutjss-282	695	6	claims	claim	NOUN
esutjss-282	695	7	management	management	NOUN
esutjss-282	695	8	:	:	PUNCT
esutjss-282	695	9	a	a	DET
esutjss-282	695	10	study	study	NOUN
esutjss-282	695	11	of	of	ADP
esutjss-282	695	12	selected	select	VERB
esutjss-282	695	13	insurance	insurance	NOUN
esutjss-282	695	14	companies	company	NOUN
esutjss-282	695	15	in	in	ADP
esutjss-282	695	16	nigeria	nigeria	PROPN
esutjss-282	695	17	.	.	PUNCT
esutjss-282	696	1	spoudai	spoudai	PROPN
esutjss-282	696	2	-	-	PUNCT
esutjss-282	696	3	journal	journal	NOUN
esutjss-282	696	4	of	of	ADP
esutjss-282	696	5	economics	economic	NOUN
esutjss-282	696	6	and	and	CCONJ
esutjss-282	696	7	business	business	NOUN
esutjss-282	696	8	,	,	PUNCT
esutjss-282	696	9	67(2	67(2	NUM
esutjss-282	696	10	)	)	PUNCT
esutjss-282	696	11	,	,	PUNCT
esutjss-282	696	12	69	69	NUM
esutjss-282	696	13	-	-	SYM
esutjss-282	696	14	84	84	NUM
esutjss-282	696	15	.	.	PUNCT
esutjss-282	697	1	page	page	NOUN
esutjss-282	697	2	7	7	NUM