id	sid	tid	token	lemma	pos
esutjss-285	1	1	volume	volume	NOUN
esutjss-285	1	2	10	10	NUM
esutjss-285	1	3	number	number	NOUN
esutjss-285	1	4	2	2	NUM
esutjss-285	1	5	,	,	PUNCT
esutjss-285	1	6	2025	2025	NUM
esutjss-285	1	7	faculty	faculty	NOUN
esutjss-285	1	8	of	of	ADP
esutjss-285	1	9	social	social	ADJ
esutjss-285	1	10	sciences	science	NOUN
esutjss-285	1	11	,	,	PUNCT
esutjss-285	1	12	enugu	enugu	PROPN
esutjss-285	1	13	state	state	PROPN
esutjss-285	1	14	university	university	PROPN
esutjss-285	1	15	of	of	ADP
esutjss-285	1	16	science	science	NOUN
esutjss-285	1	17	and	and	CCONJ
esutjss-285	1	18	technology	technology	NOUN
esutjss-285	1	19	editor	editor	NOUN
esutjss-285	1	20	-	-	PUNCT
esutjss-285	1	21	in	in	ADP
esutjss-285	1	22	-	-	PUNCT
esutjss-285	1	23	chief	chief	NOUN
esutjss-285	1	24	prof	prof	NOUN
esutjss-285	1	25	.	.	PUNCT
esutjss-285	2	1	nicholas	nicholas	PROPN
esutjss-285	2	2	attamah	attamah	VERB
esutjss-285	2	3	managing	manage	VERB
esutjss-285	2	4	editor	editor	NOUN
esutjss-285	2	5	prof	prof	PROPN
esutjss-285	2	6	.	.	PUNCT
esutjss-285	3	1	barnabas	barnabas	PROPN
esutjss-285	3	2	nwankwo	nwankwo	PROPN
esutjss-285	3	3	published	publish	VERB
esutjss-285	3	4	by	by	ADP
esutjss-285	3	5	enugu	enugu	PROPN
esutjss-285	3	6	state	state	PROPN
esutjss-285	3	7	university	university	PROPN
esutjss-285	3	8	of	of	ADP
esutjss-285	3	9	science	science	PROPN
esutjss-285	3	10	&	&	CCONJ
esutjss-285	3	11	technology	technology	PROPN
esutjss-285	3	12	journal	journal	NOUN
esutjss-285	3	13	of	of	ADP
esutjss-285	3	14	social	social	PROPN
esutjss-285	3	15	sciences	sciences	PROPN
esutjss-285	3	16	&	&	CCONJ
esutjss-285	3	17	humanities	humanity	NOUN
esutjss-285	3	18	231	231	NUM
esutjss-285	3	19	evaluating	evaluate	VERB
esutjss-285	3	20	the	the	DET
esutjss-285	3	21	impact	impact	NOUN
esutjss-285	3	22	of	of	ADP
esutjss-285	3	23	road	road	NOUN
esutjss-285	3	24	infrastructure	infrastructure	NOUN
esutjss-285	3	25	on	on	ADP
esutjss-285	3	26	motor	motor	NOUN
esutjss-285	3	27	insurance	insurance	NOUN
esutjss-285	3	28	claims	claim	NOUN
esutjss-285	3	29	:	:	PUNCT
esutjss-285	3	30	empirical	empirical	ADJ
esutjss-285	3	31	evidence	evidence	NOUN
esutjss-285	3	32	from	from	ADP
esutjss-285	3	33	lagos	lagos	PROPN
esutjss-285	3	34	state	state	NOUN
esutjss-285	3	35	,	,	PUNCT
esutjss-285	3	36	nigeria	nigeria	PROPN
esutjss-285	3	37	dawodu	dawodu	PROPN
esutjss-285	3	38	,	,	PUNCT
esutjss-285	3	39	adenrele	adenrele	PROPN
esutjss-285	3	40	wasiu	wasiu	PROPN
esutjss-285	3	41	aiico	aiico	PROPN
esutjss-285	3	42	insurance	insurance	PROPN
esutjss-285	3	43	plc	plc	PROPN
esutjss-285	3	44	aiico	aiico	PROPN
esutjss-285	3	45	house	house	PROPN
esutjss-285	3	46	,	,	PUNCT
esutjss-285	3	47	plot	plot	NOUN
esutjss-285	3	48	2	2	NUM
esutjss-285	3	49	,	,	PUNCT
esutjss-285	3	50	oba	oba	PROPN
esutjss-285	3	51	-	-	PUNCT
esutjss-285	3	52	akran	akran	NOUN
esutjss-285	3	53	avenue	avenue	PROPN
esutjss-285	3	54	,	,	PUNCT
esutjss-285	3	55	ikeja	ikeja	PROPN
esutjss-285	3	56	,	,	PUNCT
esutjss-285	3	57	lagos	lagos	NOUN
esutjss-285	3	58	nigeria	nigeria	X
esutjss-285	3	59	dawoduwasiu5@gmail.com	dawoduwasiu5@gmail.com	X
esutjss-285	3	60	+2348028344263	+2348028344263	NUM
esutjss-285	3	61	,	,	PUNCT
esutjss-285	3	62	+234803231892	+234803231892	NOUN
esutjss-285	3	63	abstract	abstract	ADJ
esutjss-285	3	64	this	this	DET
esutjss-285	3	65	study	study	NOUN
esutjss-285	3	66	investigated	investigate	VERB
esutjss-285	3	67	the	the	DET
esutjss-285	3	68	intricate	intricate	ADJ
esutjss-285	3	69	relationship	relationship	NOUN
esutjss-285	3	70	between	between	ADP
esutjss-285	3	71	road	road	NOUN
esutjss-285	3	72	infrastructure	infrastructure	NOUN
esutjss-285	3	73	conditions	condition	NOUN
esutjss-285	3	74	and	and	CCONJ
esutjss-285	3	75	motor	motor	NOUN
esutjss-285	3	76	insurance	insurance	NOUN
esutjss-285	3	77	claim	claim	NOUN
esutjss-285	3	78	patterns	pattern	NOUN
esutjss-285	3	79	,	,	PUNCT
esutjss-285	3	80	drawing	draw	VERB
esutjss-285	3	81	empirical	empirical	ADJ
esutjss-285	3	82	evidence	evidence	NOUN
esutjss-285	3	83	from	from	ADP
esutjss-285	3	84	lagos	lagos	PROPN
esutjss-285	3	85	state	state	NOUN
esutjss-285	3	86	,	,	PUNCT
esutjss-285	3	87	nigeria	nigeria	PROPN
esutjss-285	3	88	.	.	PUNCT
esutjss-285	4	1	the	the	DET
esutjss-285	4	2	research	research	NOUN
esutjss-285	4	3	aimed	aim	VERB
esutjss-285	4	4	to	to	PART
esutjss-285	4	5	determine	determine	VERB
esutjss-285	4	6	the	the	DET
esutjss-285	4	7	significant	significant	ADJ
esutjss-285	4	8	relationship	relationship	NOUN
esutjss-285	4	9	between	between	ADP
esutjss-285	4	10	specific	specific	ADJ
esutjss-285	4	11	road	road	NOUN
esutjss-285	4	12	infrastructure	infrastructure	NOUN
esutjss-285	4	13	deficiencies	deficiency	NOUN
esutjss-285	4	14	and	and	CCONJ
esutjss-285	4	15	the	the	DET
esutjss-285	4	16	frequency	frequency	NOUN
esutjss-285	4	17	of	of	ADP
esutjss-285	4	18	motor	motor	NOUN
esutjss-285	4	19	insurance	insurance	NOUN
esutjss-285	4	20	claims	claim	NOUN
esutjss-285	4	21	,	,	PUNCT
esutjss-285	4	22	and	and	CCONJ
esutjss-285	4	23	to	to	PART
esutjss-285	4	24	evaluate	evaluate	VERB
esutjss-285	4	25	the	the	DET
esutjss-285	4	26	impact	impact	NOUN
esutjss-285	4	27	of	of	ADP
esutjss-285	4	28	road	road	NOUN
esutjss-285	4	29	infrastructure	infrastructure	NOUN
esutjss-285	4	30	quality	quality	NOUN
esutjss-285	4	31	on	on	ADP
esutjss-285	4	32	the	the	DET
esutjss-285	4	33	severity	severity	NOUN
esutjss-285	4	34	and	and	CCONJ
esutjss-285	4	35	cost	cost	NOUN
esutjss-285	4	36	of	of	ADP
esutjss-285	4	37	these	these	DET
esutjss-285	4	38	claims	claim	NOUN
esutjss-285	4	39	in	in	ADP
esutjss-285	4	40	nigeria	nigeria	PROPN
esutjss-285	4	41	.	.	PUNCT
esutjss-285	5	1	the	the	DET
esutjss-285	5	2	findings	finding	NOUN
esutjss-285	5	3	reveal	reveal	VERB
esutjss-285	5	4	a	a	DET
esutjss-285	5	5	significant	significant	ADJ
esutjss-285	5	6	association	association	NOUN
esutjss-285	5	7	between	between	ADP
esutjss-285	5	8	road	road	NOUN
esutjss-285	5	9	infrastructure	infrastructure	NOUN
esutjss-285	5	10	deficiencies	deficiency	NOUN
esutjss-285	5	11	and	and	CCONJ
esutjss-285	5	12	higher	high	ADJ
esutjss-285	5	13	frequencies	frequency	NOUN
esutjss-285	5	14	of	of	ADP
esutjss-285	5	15	motor	motor	NOUN
esutjss-285	5	16	insurance	insurance	NOUN
esutjss-285	5	17	claims	claim	NOUN
esutjss-285	5	18	.	.	PUNCT
esutjss-285	6	1	the	the	DET
esutjss-285	6	2	model	model	NOUN
esutjss-285	6	3	explained	explain	VERB
esutjss-285	6	4	approximately	approximately	ADV
esutjss-285	6	5	39.7	39.7	NUM
esutjss-285	6	6	%	%	NOUN
esutjss-285	6	7	of	of	ADP
esutjss-285	6	8	the	the	DET
esutjss-285	6	9	variation	variation	NOUN
esutjss-285	6	10	in	in	ADP
esutjss-285	6	11	claim	claim	NOUN
esutjss-285	6	12	frequency	frequency	NOUN
esutjss-285	6	13	,	,	PUNCT
esutjss-285	6	14	with	with	ADP
esutjss-285	6	15	potholes	pothole	NOUN
esutjss-285	6	16	,	,	PUNCT
esutjss-285	6	17	signage	signage	NOUN
esutjss-285	6	18	,	,	PUNCT
esutjss-285	6	19	drainage	drainage	NOUN
esutjss-285	6	20	,	,	PUNCT
esutjss-285	6	21	and	and	CCONJ
esutjss-285	6	22	intersections	intersection	NOUN
esutjss-285	6	23	being	be	AUX
esutjss-285	6	24	statistically	statistically	ADV
esutjss-285	6	25	significant	significant	ADJ
esutjss-285	6	26	predictors	predictor	NOUN
esutjss-285	6	27	.	.	PUNCT
esutjss-285	7	1	furthermore	furthermore	ADV
esutjss-285	7	2	,	,	PUNCT
esutjss-285	7	3	road	road	NOUN
esutjss-285	7	4	infrastructure	infrastructure	NOUN
esutjss-285	7	5	quality	quality	NOUN
esutjss-285	7	6	significantly	significantly	ADV
esutjss-285	7	7	impacts	impact	VERB
esutjss-285	7	8	the	the	DET
esutjss-285	7	9	severity	severity	NOUN
esutjss-285	7	10	and	and	CCONJ
esutjss-285	7	11	cost	cost	NOUN
esutjss-285	7	12	of	of	ADP
esutjss-285	7	13	motor	motor	NOUN
esutjss-285	7	14	insurance	insurance	NOUN
esutjss-285	7	15	claims	claim	NOUN
esutjss-285	7	16	.	.	PUNCT
esutjss-285	8	1	the	the	DET
esutjss-285	8	2	model	model	NOUN
esutjss-285	8	3	accounted	account	VERB
esutjss-285	8	4	for	for	ADP
esutjss-285	8	5	34.8	34.8	NUM
esutjss-285	8	6	%	%	NOUN
esutjss-285	8	7	of	of	ADP
esutjss-285	8	8	the	the	DET
esutjss-285	8	9	variation	variation	NOUN
esutjss-285	8	10	in	in	ADP
esutjss-285	8	11	claim	claim	NOUN
esutjss-285	8	12	severity	severity	NOUN
esutjss-285	8	13	,	,	PUNCT
esutjss-285	8	14	with	with	ADP
esutjss-285	8	15	potholes	pothole	NOUN
esutjss-285	8	16	,	,	PUNCT
esutjss-285	8	17	signage	signage	NOUN
esutjss-285	8	18	,	,	PUNCT
esutjss-285	8	19	drainage	drainage	NOUN
esutjss-285	8	20	,	,	PUNCT
esutjss-285	8	21	intersections	intersection	NOUN
esutjss-285	8	22	,	,	PUNCT
esutjss-285	8	23	and	and	CCONJ
esutjss-285	8	24	traffic	traffic	NOUN
esutjss-285	8	25	calming	calm	VERB
esutjss-285	8	26	measures	measure	NOUN
esutjss-285	8	27	all	all	PRON
esutjss-285	8	28	being	be	AUX
esutjss-285	8	29	significant	significant	ADJ
esutjss-285	8	30	predictors	predictor	NOUN
esutjss-285	8	31	.	.	PUNCT
esutjss-285	9	1	notably	notably	ADV
esutjss-285	9	2	,	,	PUNCT
esutjss-285	9	3	improved	improve	VERB
esutjss-285	9	4	drainage	drainage	NOUN
esutjss-285	9	5	systems	system	NOUN
esutjss-285	9	6	were	be	AUX
esutjss-285	9	7	strongly	strongly	ADV
esutjss-285	9	8	associated	associate	VERB
esutjss-285	9	9	with	with	ADP
esutjss-285	9	10	a	a	DET
esutjss-285	9	11	reduction	reduction	NOUN
esutjss-285	9	12	in	in	ADP
esutjss-285	9	13	claim	claim	NOUN
esutjss-285	9	14	severity	severity	NOUN
esutjss-285	9	15	and	and	CCONJ
esutjss-285	9	16	cost	cost	NOUN
esutjss-285	9	17	.	.	PUNCT
esutjss-285	10	1	the	the	DET
esutjss-285	10	2	study	study	NOUN
esutjss-285	10	3	concludes	conclude	VERB
esutjss-285	10	4	that	that	SCONJ
esutjss-285	10	5	poor	poor	ADJ
esutjss-285	10	6	road	road	NOUN
esutjss-285	10	7	infrastructure	infrastructure	NOUN
esutjss-285	10	8	exacerbates	exacerbate	VERB
esutjss-285	10	9	accident	accident	NOUN
esutjss-285	10	10	incidence	incidence	NOUN
esutjss-285	10	11	and	and	CCONJ
esutjss-285	10	12	escalates	escalate	VERB
esutjss-285	10	13	the	the	DET
esutjss-285	10	14	financial	financial	ADJ
esutjss-285	10	15	magnitude	magnitude	NOUN
esutjss-285	10	16	of	of	ADP
esutjss-285	10	17	insurance	insurance	NOUN
esutjss-285	10	18	claims	claim	NOUN
esutjss-285	10	19	in	in	ADP
esutjss-285	10	20	nigeria	nigeria	PROPN
esutjss-285	10	21	.	.	PUNCT
esutjss-285	11	1	these	these	DET
esutjss-285	11	2	results	result	NOUN
esutjss-285	11	3	align	align	VERB
esutjss-285	11	4	with	with	ADP
esutjss-285	11	5	cramér	cramér	PROPN
esutjss-285	11	6	’s	’s	PART
esutjss-285	11	7	risk	risk	NOUN
esutjss-285	11	8	theory	theory	NOUN
esutjss-285	11	9	,	,	PUNCT
esutjss-285	11	10	suggesting	suggest	VERB
esutjss-285	11	11	that	that	SCONJ
esutjss-285	11	12	environmental	environmental	ADJ
esutjss-285	11	13	factors	factor	NOUN
esutjss-285	11	14	significantly	significantly	ADV
esutjss-285	11	15	alter	alter	VERB
esutjss-285	11	16	the	the	DET
esutjss-285	11	17	risk	risk	NOUN
esutjss-285	11	18	profile	profile	NOUN
esutjss-285	11	19	of	of	ADP
esutjss-285	11	20	motor	motor	NOUN
esutjss-285	11	21	insurance	insurance	NOUN
esutjss-285	11	22	portfolios	portfolio	NOUN
esutjss-285	11	23	.	.	PUNCT
esutjss-285	12	1	the	the	DET
esutjss-285	12	2	implications	implication	NOUN
esutjss-285	12	3	for	for	ADP
esutjss-285	12	4	the	the	DET
esutjss-285	12	5	nigerian	nigerian	ADJ
esutjss-285	12	6	insurance	insurance	NOUN
esutjss-285	12	7	sector	sector	NOUN
esutjss-285	12	8	are	be	AUX
esutjss-285	12	9	substantial	substantial	ADJ
esutjss-285	12	10	,	,	PUNCT
esutjss-285	12	11	highlighting	highlight	VERB
esutjss-285	12	12	the	the	DET
esutjss-285	12	13	need	need	NOUN
esutjss-285	12	14	for	for	ADP
esutjss-285	12	15	integrating	integrate	VERB
esutjss-285	12	16	spatial	spatial	ADJ
esutjss-285	12	17	risk	risk	NOUN
esutjss-285	12	18	factors	factor	NOUN
esutjss-285	12	19	into	into	ADP
esutjss-285	12	20	underwriting	underwriting	NOUN
esutjss-285	12	21	models	model	NOUN
esutjss-285	12	22	to	to	PART
esutjss-285	12	23	enhance	enhance	VERB
esutjss-285	12	24	pricing	pricing	NOUN
esutjss-285	12	25	precision	precision	NOUN
esutjss-285	12	26	and	and	CCONJ
esutjss-285	12	27	capital	capital	NOUN
esutjss-285	12	28	adequacy	adequacy	NOUN
esutjss-285	12	29	.	.	PUNCT
esutjss-285	13	1	the	the	DET
esutjss-285	13	2	study	study	NOUN
esutjss-285	13	3	advocates	advocate	VERB
esutjss-285	13	4	for	for	ADP
esutjss-285	13	5	urgent	urgent	ADJ
esutjss-285	13	6	and	and	CCONJ
esutjss-285	13	7	targeted	target	VERB
esutjss-285	13	8	investment	investment	NOUN
esutjss-285	13	9	in	in	ADP
esutjss-285	13	10	road	road	NOUN
esutjss-285	13	11	infrastructure	infrastructure	NOUN
esutjss-285	13	12	improvements	improvement	NOUN
esutjss-285	13	13	,	,	PUNCT
esutjss-285	13	14	such	such	ADJ
esutjss-285	13	15	as	as	ADP
esutjss-285	13	16	better	well	ADJ
esutjss-285	13	17	drainage	drainage	NOUN
esutjss-285	13	18	systems	system	NOUN
esutjss-285	13	19	,	,	PUNCT
esutjss-285	13	20	traffic	traffic	NOUN
esutjss-285	13	21	signage	signage	NOUN
esutjss-285	13	22	,	,	PUNCT
esutjss-285	13	23	road	road	NOUN
esutjss-285	13	24	lighting	lighting	NOUN
esutjss-285	13	25	,	,	PUNCT
esutjss-285	13	26	and	and	CCONJ
esutjss-285	13	27	traffic	traffic	NOUN
esutjss-285	13	28	calming	calm	VERB
esutjss-285	13	29	features	feature	NOUN
esutjss-285	13	30	,	,	PUNCT
esutjss-285	13	31	to	to	PART
esutjss-285	13	32	reduce	reduce	VERB
esutjss-285	13	33	both	both	PRON
esutjss-285	13	34	the	the	DET
esutjss-285	13	35	frequency	frequency	NOUN
esutjss-285	13	36	and	and	CCONJ
esutjss-285	13	37	cost	cost	NOUN
esutjss-285	13	38	of	of	ADP
esutjss-285	13	39	motor	motor	NOUN
esutjss-285	13	40	insurance	insurance	NOUN
esutjss-285	13	41	claims	claim	NOUN
esutjss-285	13	42	and	and	CCONJ
esutjss-285	13	43	foster	foster	ADJ
esutjss-285	13	44	sustainable	sustainable	ADJ
esutjss-285	13	45	road	road	NOUN
esutjss-285	13	46	safety	safety	NOUN
esutjss-285	13	47	progress	progress	NOUN
esutjss-285	13	48	in	in	ADP
esutjss-285	13	49	nigeria	nigeria	PROPN
esutjss-285	13	50	.	.	PUNCT
esutjss-285	14	1	keywords	keyword	NOUN
esutjss-285	14	2	:	:	PUNCT
esutjss-285	14	3	road	road	NOUN
esutjss-285	14	4	infrastructure	infrastructure	NOUN
esutjss-285	14	5	,	,	PUNCT
esutjss-285	14	6	motor	motor	NOUN
esutjss-285	14	7	insurance	insurance	NOUN
esutjss-285	14	8	claims	claim	NOUN
esutjss-285	14	9	,	,	PUNCT
esutjss-285	14	10	claim	claim	NOUN
esutjss-285	14	11	frequency	frequency	NOUN
esutjss-285	14	12	,	,	PUNCT
esutjss-285	14	13	claim	claim	NOUN
esutjss-285	14	14	severity	severity	NOUN
esutjss-285	14	15	,	,	PUNCT
esutjss-285	14	16	lagos	lagos	NOUN
esutjss-285	14	17	state	state	NOUN
esutjss-285	14	18	,	,	PUNCT
esutjss-285	14	19	nigeria	nigeria	PROPN
esutjss-285	14	20	.	.	PUNCT
esutjss-285	15	1	introduction	introduction	NOUN
esutjss-285	15	2	the	the	DET
esutjss-285	15	3	interrelation	interrelation	NOUN
esutjss-285	15	4	of	of	ADP
esutjss-285	15	5	road	road	NOUN
esutjss-285	15	6	infrastructure	infrastructure	NOUN
esutjss-285	15	7	to	to	ADP
esutjss-285	15	8	motor	motor	NOUN
esutjss-285	15	9	insurance	insurance	NOUN
esutjss-285	15	10	claims	claim	NOUN
esutjss-285	15	11	is	be	AUX
esutjss-285	15	12	one	one	NUM
esutjss-285	15	13	of	of	ADP
esutjss-285	15	14	the	the	DET
esutjss-285	15	15	highly	highly	ADV
esutjss-285	15	16	pertinent	pertinent	ADJ
esutjss-285	15	17	fields	field	NOUN
esutjss-285	15	18	of	of	ADP
esutjss-285	15	19	investigation	investigation	NOUN
esutjss-285	15	20	that	that	PRON
esutjss-285	15	21	are	be	AUX
esutjss-285	15	22	felt	feel	VERB
esutjss-285	15	23	both	both	PRON
esutjss-285	15	24	to	to	ADP
esutjss-285	15	25	the	the	DET
esutjss-285	15	26	safety	safety	NOUN
esutjss-285	15	27	of	of	ADP
esutjss-285	15	28	the	the	DET
esutjss-285	15	29	society	society	NOUN
esutjss-285	15	30	and	and	CCONJ
esutjss-285	15	31	stability	stability	NOUN
esutjss-285	15	32	of	of	ADP
esutjss-285	15	33	the	the	DET
esutjss-285	15	34	insurance	insurance	NOUN
esutjss-285	15	35	market	market	NOUN
esutjss-285	15	36	.	.	PUNCT
esutjss-285	16	1	the	the	DET
esutjss-285	16	2	conditions	condition	NOUN
esutjss-285	16	3	of	of	ADP
esutjss-285	16	4	the	the	DET
esutjss-285	16	5	road	road	NOUN
esutjss-285	16	6	play	play	VERB
esutjss-285	16	7	an	an	DET
esutjss-285	16	8	important	important	ADJ
esutjss-285	16	9	role	role	NOUN
esutjss-285	16	10	in	in	ADP
esutjss-285	16	11	causing	cause	VERB
esutjss-285	16	12	and	and	CCONJ
esutjss-285	16	13	intensifying	intensify	VERB
esutjss-285	16	14	accidents	accident	NOUN
esutjss-285	16	15	that	that	PRON
esutjss-285	16	16	involve	involve	VERB
esutjss-285	16	17	cars	car	NOUN
esutjss-285	16	18	and	and	CCONJ
esutjss-285	16	19	directly	directly	ADV
esutjss-285	16	20	affect	affect	VERB
esutjss-285	16	21	motor	motor	NOUN
esutjss-285	16	22	insurance	insurance	NOUN
esutjss-285	16	23	claim	claim	NOUN
esutjss-285	16	24	frequency	frequency	NOUN
esutjss-285	16	25	and	and	CCONJ
esutjss-285	16	26	the	the	DET
esutjss-285	16	27	amount	amount	NOUN
esutjss-285	16	28	charged	charge	VERB
esutjss-285	16	29	.	.	PUNCT
esutjss-285	17	1	poor	poor	ADJ
esutjss-285	17	2	road	road	NOUN
esutjss-285	17	3	infrastructure	infrastructure	NOUN
esutjss-285	17	4	,	,	PUNCT
esutjss-285	17	5	including	include	VERB
esutjss-285	17	6	potholes	pothole	NOUN
esutjss-285	17	7	,	,	PUNCT
esutjss-285	17	8	cracks	crack	NOUN
esutjss-285	17	9	,	,	PUNCT
esutjss-285	17	10	and	and	CCONJ
esutjss-285	17	11	rough	rough	ADJ
esutjss-285	17	12	surfaces	surface	NOUN
esutjss-285	17	13	,	,	PUNCT
esutjss-285	17	14	bad	bad	ADJ
esutjss-285	17	15	lighting	lighting	NOUN
esutjss-285	17	16	,	,	PUNCT
esutjss-285	17	17	and	and	CCONJ
esutjss-285	17	18	insufficient	insufficient	ADJ
esutjss-285	17	19	signs	sign	NOUN
esutjss-285	17	20	,	,	PUNCT
esutjss-285	17	21	are	be	AUX
esutjss-285	17	22	major	major	ADJ
esutjss-285	17	23	contributors	contributor	NOUN
esutjss-285	17	24	to	to	ADP
esutjss-285	17	25	accidents	accident	NOUN
esutjss-285	17	26	.	.	PUNCT
esutjss-285	18	1	potholes	pothole	NOUN
esutjss-285	18	2	,	,	PUNCT
esutjss-285	18	3	as	as	ADP
esutjss-285	18	4	an	an	DET
esutjss-285	18	5	example	example	NOUN
esutjss-285	18	6	,	,	PUNCT
esutjss-285	18	7	may	may	AUX
esutjss-285	18	8	include	include	VERB
esutjss-285	18	9	abrupt	abrupt	ADJ
esutjss-285	18	10	movements	movement	NOUN
esutjss-285	18	11	of	of	ADP
esutjss-285	18	12	the	the	DET
esutjss-285	18	13	vehicle	vehicle	NOUN
esutjss-285	18	14	,	,	PUNCT
esutjss-285	18	15	damage	damage	NOUN
esutjss-285	18	16	of	of	ADP
esutjss-285	18	17	the	the	DET
esutjss-285	18	18	tires	tire	NOUN
esutjss-285	18	19	,	,	PUNCT
esutjss-285	18	20	or	or	CCONJ
esutjss-285	18	21	even	even	ADV
esutjss-285	18	22	crash	crash	NOUN
esutjss-285	18	23	as	as	SCONJ
esutjss-285	18	24	a	a	DET
esutjss-285	18	25	driver	driver	NOUN
esutjss-285	18	26	loses	lose	VERB
esutjss-285	18	27	control	control	NOUN
esutjss-285	18	28	of	of	ADP
esutjss-285	18	29	the	the	DET
esutjss-285	18	30	vehicle	vehicle	NOUN
esutjss-285	18	31	.	.	PUNCT
esutjss-285	19	1	similarly	similarly	ADV
esutjss-285	19	2	,	,	PUNCT
esutjss-285	19	3	uneven	uneven	ADJ
esutjss-285	19	4	pavement	pavement	NOUN
esutjss-285	19	5	can	can	AUX
esutjss-285	19	6	disrupt	disrupt	VERB
esutjss-285	19	7	a	a	DET
esutjss-285	19	8	vehicle	vehicle	NOUN
esutjss-285	19	9	's	's	PART
esutjss-285	19	10	stability	stability	NOUN
esutjss-285	19	11	,	,	PUNCT
esutjss-285	19	12	making	make	VERB
esutjss-285	19	13	it	it	PRON
esutjss-285	19	14	difficult	difficult	ADJ
esutjss-285	19	15	for	for	SCONJ
esutjss-285	19	16	drivers	driver	NOUN
esutjss-285	19	17	to	to	PART
esutjss-285	19	18	maintain	maintain	VERB
esutjss-285	19	19	control	control	NOUN
esutjss-285	19	20	,	,	PUNCT
esutjss-285	19	21	especially	especially	ADV
esutjss-285	19	22	in	in	ADP
esutjss-285	19	23	adverse	adverse	ADJ
esutjss-285	19	24	weather	weather	NOUN
esutjss-285	19	25	conditions	condition	NOUN
esutjss-285	19	26	.	.	PUNCT
esutjss-285	20	1	besides	besides	SCONJ
esutjss-285	20	2	causing	cause	VERB
esutjss-285	20	3	mayhem	mayhem	NOUN
esutjss-285	20	4	to	to	ADP
esutjss-285	20	5	the	the	DET
esutjss-285	20	6	vehicles	vehicle	NOUN
esutjss-285	20	7	,	,	PUNCT
esutjss-285	20	8	bad	bad	ADJ
esutjss-285	20	9	road	road	NOUN
esutjss-285	20	10	conditions	condition	NOUN
esutjss-285	20	11	may	may	AUX
esutjss-285	20	12	also	also	ADV
esutjss-285	20	13	result	result	VERB
esutjss-285	20	14	in	in	ADP
esutjss-285	20	15	mailto:dawoduwasiu5@gmail.com	mailto:dawoduwasiu5@gmail.com	PROPN
esutjss-285	20	16	232	232	NUM
esutjss-285	20	17	serious	serious	ADJ
esutjss-285	20	18	injury	injury	NOUN
esutjss-285	20	19	.	.	PUNCT
esutjss-285	21	1	as	as	SCONJ
esutjss-285	21	2	shown	show	VERB
esutjss-285	21	3	by	by	ADP
esutjss-285	21	4	a	a	DET
esutjss-285	21	5	research	research	NOUN
esutjss-285	21	6	conducted	conduct	VERB
esutjss-285	21	7	by	by	ADP
esutjss-285	21	8	feber	feber	PROPN
esutjss-285	21	9	et	et	PROPN
esutjss-285	21	10	al	al	PROPN
esutjss-285	21	11	.	.	PROPN
esutjss-285	22	1	(	(	PUNCT
esutjss-285	22	2	2003	2003	NUM
esutjss-285	22	3	)	)	PUNCT
esutjss-285	22	4	there	there	PRON
esutjss-285	22	5	is	be	VERB
esutjss-285	22	6	evidence	evidence	NOUN
esutjss-285	22	7	suggesting	suggest	VERB
esutjss-285	22	8	it	it	PRON
esutjss-285	22	9	is	be	AUX
esutjss-285	22	10	possible	possible	ADJ
esutjss-285	22	11	to	to	PART
esutjss-285	22	12	estimate	estimate	VERB
esutjss-285	22	13	the	the	DET
esutjss-285	22	14	benefits	benefit	NOUN
esutjss-285	22	15	of	of	ADP
esutjss-285	22	16	highway	highway	NOUN
esutjss-285	22	17	infrastructure	infrastructure	NOUN
esutjss-285	22	18	improvements	improvement	NOUN
esutjss-285	22	19	based	base	VERB
esutjss-285	22	20	on	on	ADP
esutjss-285	22	21	insurance	insurance	NOUN
esutjss-285	22	22	claims	claim	NOUN
esutjss-285	22	23	data	datum	NOUN
esutjss-285	22	24	confirming	confirm	VERB
esutjss-285	22	25	that	that	SCONJ
esutjss-285	22	26	there	there	PRON
esutjss-285	22	27	is	be	VERB
esutjss-285	22	28	a	a	DET
esutjss-285	22	29	distinct	distinct	ADJ
esutjss-285	22	30	connection	connection	NOUN
esutjss-285	22	31	between	between	ADP
esutjss-285	22	32	road	road	NOUN
esutjss-285	22	33	quality	quality	NOUN
esutjss-285	22	34	and	and	CCONJ
esutjss-285	22	35	the	the	DET
esutjss-285	22	36	cost	cost	NOUN
esutjss-285	22	37	of	of	ADP
esutjss-285	22	38	claims	claim	NOUN
esutjss-285	22	39	.	.	PUNCT
esutjss-285	23	1	more	more	ADV
esutjss-285	23	2	so	so	ADV
esutjss-285	23	3	,	,	PUNCT
esutjss-285	23	4	the	the	DET
esutjss-285	23	5	design	design	NOUN
esutjss-285	23	6	of	of	ADP
esutjss-285	23	7	roads	road	NOUN
esutjss-285	23	8	is	be	AUX
esutjss-285	23	9	also	also	ADV
esutjss-285	23	10	significant	significant	ADJ
esutjss-285	23	11	to	to	ADP
esutjss-285	23	12	the	the	DET
esutjss-285	23	13	determination	determination	NOUN
esutjss-285	23	14	of	of	ADP
esutjss-285	23	15	collision	collision	NOUN
esutjss-285	23	16	risks	risk	NOUN
esutjss-285	23	17	.	.	PUNCT
esutjss-285	24	1	the	the	DET
esutjss-285	24	2	presence	presence	NOUN
esutjss-285	24	3	of	of	ADP
esutjss-285	24	4	sharp	sharp	ADJ
esutjss-285	24	5	curves	curve	NOUN
esutjss-285	24	6	,	,	PUNCT
esutjss-285	24	7	low	low	ADJ
esutjss-285	24	8	visibility	visibility	NOUN
esutjss-285	24	9	and	and	CCONJ
esutjss-285	24	10	narrow	narrow	ADJ
esutjss-285	24	11	lanes	lane	NOUN
esutjss-285	24	12	of	of	ADP
esutjss-285	24	13	the	the	DET
esutjss-285	24	14	road	road	NOUN
esutjss-285	24	15	,	,	PUNCT
esutjss-285	24	16	or	or	CCONJ
esutjss-285	24	17	inadequate	inadequate	ADJ
esutjss-285	24	18	safety	safety	NOUN
esutjss-285	24	19	measures	measure	NOUN
esutjss-285	24	20	such	such	ADJ
esutjss-285	24	21	as	as	ADP
esutjss-285	24	22	the	the	DET
esutjss-285	24	23	use	use	NOUN
esutjss-285	24	24	of	of	ADP
esutjss-285	24	25	guardrails	guardrail	NOUN
esutjss-285	24	26	increase	increase	VERB
esutjss-285	24	27	the	the	DET
esutjss-285	24	28	risk	risk	NOUN
esutjss-285	24	29	of	of	ADP
esutjss-285	24	30	accidents	accident	NOUN
esutjss-285	24	31	.	.	PUNCT
esutjss-285	25	1	intersections	intersection	NOUN
esutjss-285	25	2	with	with	ADP
esutjss-285	25	3	acute	acute	ADJ
esutjss-285	25	4	angles	angle	NOUN
esutjss-285	25	5	may	may	AUX
esutjss-285	25	6	increase	increase	VERB
esutjss-285	25	7	confusion	confusion	NOUN
esutjss-285	25	8	and	and	CCONJ
esutjss-285	25	9	cause	cause	VERB
esutjss-285	25	10	more	more	ADJ
esutjss-285	25	11	accidents	accident	NOUN
esutjss-285	25	12	to	to	PART
esutjss-285	25	13	occur	occur	VERB
esutjss-285	25	14	,	,	PUNCT
esutjss-285	25	15	especially	especially	ADV
esutjss-285	25	16	during	during	ADP
esutjss-285	25	17	difficult	difficult	ADJ
esutjss-285	25	18	weather	weather	NOUN
esutjss-285	25	19	conditions	condition	NOUN
esutjss-285	25	20	(	(	PUNCT
esutjss-285	25	21	feber	feber	NOUN
esutjss-285	25	22	et	et	PROPN
esutjss-285	25	23	al	al	PROPN
esutjss-285	25	24	.	.	PROPN
esutjss-285	25	25	,	,	PUNCT
esutjss-285	25	26	2003	2003	NUM
esutjss-285	25	27	)	)	PUNCT
esutjss-285	25	28	.	.	PUNCT
esutjss-285	26	1	conversely	conversely	ADV
esutjss-285	26	2	,	,	PUNCT
esutjss-285	26	3	improvements	improvement	NOUN
esutjss-285	26	4	in	in	ADP
esutjss-285	26	5	road	road	NOUN
esutjss-285	26	6	infrastructure	infrastructure	NOUN
esutjss-285	26	7	,	,	PUNCT
esutjss-285	26	8	such	such	ADJ
esutjss-285	26	9	as	as	ADP
esutjss-285	26	10	the	the	DET
esutjss-285	26	11	addition	addition	NOUN
esutjss-285	26	12	of	of	ADP
esutjss-285	26	13	left	left	ADJ
esutjss-285	26	14	-	-	PUNCT
esutjss-285	26	15	turn	turn	NOUN
esutjss-285	26	16	lanes	lane	NOUN
esutjss-285	26	17	or	or	CCONJ
esutjss-285	26	18	left	left	ADJ
esutjss-285	26	19	-	-	PUNCT
esutjss-285	26	20	turn	turn	NOUN
esutjss-285	26	21	phases	phase	NOUN
esutjss-285	26	22	in	in	ADP
esutjss-285	26	23	traffic	traffic	NOUN
esutjss-285	26	24	lights	light	NOUN
esutjss-285	26	25	,	,	PUNCT
esutjss-285	26	26	have	have	AUX
esutjss-285	26	27	been	be	AUX
esutjss-285	26	28	shown	show	VERB
esutjss-285	26	29	to	to	PART
esutjss-285	26	30	reduce	reduce	VERB
esutjss-285	26	31	insurers	insurer	NOUN
esutjss-285	26	32	'	'	PART
esutjss-285	26	33	claim	claim	NOUN
esutjss-285	26	34	costs	cost	NOUN
esutjss-285	26	35	(	(	PUNCT
esutjss-285	26	36	feber	feber	NOUN
esutjss-285	26	37	et	et	PROPN
esutjss-285	26	38	al	al	PROPN
esutjss-285	26	39	.	.	PROPN
esutjss-285	26	40	,	,	PUNCT
esutjss-285	26	41	2003	2003	NUM
esutjss-285	26	42	)	)	PUNCT
esutjss-285	26	43	.	.	PUNCT
esutjss-285	27	1	this	this	PRON
esutjss-285	27	2	implies	imply	VERB
esutjss-285	27	3	that	that	SCONJ
esutjss-285	27	4	there	there	PRON
esutjss-285	27	5	is	be	VERB
esutjss-285	27	6	a	a	DET
esutjss-285	27	7	direct	direct	ADJ
esutjss-285	27	8	relationship	relationship	NOUN
esutjss-285	27	9	between	between	ADP
esutjss-285	27	10	investment	investment	NOUN
esutjss-285	27	11	in	in	ADP
esutjss-285	27	12	road	road	NOUN
esutjss-285	27	13	safety	safety	NOUN
esutjss-285	27	14	measures	measure	NOUN
esutjss-285	27	15	and	and	CCONJ
esutjss-285	27	16	the	the	DET
esutjss-285	27	17	decline	decline	NOUN
esutjss-285	27	18	in	in	ADP
esutjss-285	27	19	motor	motor	NOUN
esutjss-285	27	20	insurance	insurance	NOUN
esutjss-285	27	21	claims	claim	NOUN
esutjss-285	27	22	.	.	PUNCT
esutjss-285	28	1	nigeria	nigeria	PROPN
esutjss-285	28	2	also	also	ADV
esutjss-285	28	3	faces	face	VERB
esutjss-285	28	4	an	an	DET
esutjss-285	28	5	especially	especially	ADV
esutjss-285	28	6	acute	acute	ADJ
esutjss-285	28	7	road	road	NOUN
esutjss-285	28	8	infrastructure	infrastructure	NOUN
esutjss-285	28	9	problem	problem	NOUN
esutjss-285	28	10	that	that	PRON
esutjss-285	28	11	blockades	blockade	VERB
esutjss-285	28	12	the	the	DET
esutjss-285	28	13	aforementioned	aforementioned	ADJ
esutjss-285	28	14	global	global	ADJ
esutjss-285	28	15	issues	issue	NOUN
esutjss-285	28	16	further	far	ADV
esutjss-285	28	17	.	.	PUNCT
esutjss-285	29	1	the	the	DET
esutjss-285	29	2	country	country	NOUN
esutjss-285	29	3	's	's	PART
esutjss-285	29	4	road	road	NOUN
esutjss-285	29	5	network	network	NOUN
esutjss-285	29	6	is	be	AUX
esutjss-285	29	7	often	often	ADV
esutjss-285	29	8	characterized	characterize	VERB
esutjss-285	29	9	by	by	ADP
esutjss-285	29	10	significant	significant	ADJ
esutjss-285	29	11	deterioration	deterioration	NOUN
esutjss-285	29	12	,	,	PUNCT
esutjss-285	29	13	a	a	DET
esutjss-285	29	14	lack	lack	NOUN
esutjss-285	29	15	of	of	ADP
esutjss-285	29	16	proper	proper	ADJ
esutjss-285	29	17	maintenance	maintenance	NOUN
esutjss-285	29	18	,	,	PUNCT
esutjss-285	29	19	and	and	CCONJ
esutjss-285	29	20	inadequate	inadequate	ADJ
esutjss-285	29	21	design	design	NOUN
esutjss-285	29	22	,	,	PUNCT
esutjss-285	29	23	all	all	PRON
esutjss-285	29	24	of	of	ADP
esutjss-285	29	25	which	which	PRON
esutjss-285	29	26	contribute	contribute	VERB
esutjss-285	29	27	to	to	ADP
esutjss-285	29	28	a	a	DET
esutjss-285	29	29	high	high	ADJ
esutjss-285	29	30	incidence	incidence	NOUN
esutjss-285	29	31	of	of	ADP
esutjss-285	29	32	road	road	NOUN
esutjss-285	29	33	traffic	traffic	NOUN
esutjss-285	29	34	accidents	accident	NOUN
esutjss-285	29	35	.	.	PUNCT
esutjss-285	30	1	other	other	ADJ
esutjss-285	30	2	researchers	researcher	NOUN
esutjss-285	30	3	like	like	ADP
esutjss-285	30	4	aderamo	aderamo	NOUN
esutjss-285	30	5	(	(	PUNCT
esutjss-285	30	6	2012	2012	NUM
esutjss-285	30	7	)	)	PUNCT
esutjss-285	30	8	have	have	AUX
esutjss-285	30	9	studied	study	VERB
esutjss-285	30	10	the	the	DET
esutjss-285	30	11	spatial	spatial	ADJ
esutjss-285	30	12	pattern	pattern	NOUN
esutjss-285	30	13	of	of	ADP
esutjss-285	30	14	road	road	NOUN
esutjss-285	30	15	traffic	traffic	NOUN
esutjss-285	30	16	accident	accident	NOUN
esutjss-285	30	17	casualties	casualty	NOUN
esutjss-285	30	18	in	in	ADP
esutjss-285	30	19	nigeria	nigeria	PROPN
esutjss-285	30	20	,	,	PUNCT
esutjss-285	30	21	evidencing	evidence	VERB
esutjss-285	30	22	the	the	DET
esutjss-285	30	23	major	major	ADJ
esutjss-285	30	24	role	role	NOUN
esutjss-285	30	25	defects	defect	NOUN
esutjss-285	30	26	of	of	ADP
esutjss-285	30	27	the	the	DET
esutjss-285	30	28	highway	highway	NOUN
esutjss-285	30	29	infrastructure	infrastructure	NOUN
esutjss-285	30	30	including	include	VERB
esutjss-285	30	31	potholes	pothole	NOUN
esutjss-285	30	32	,	,	PUNCT
esutjss-285	30	33	sharp	sharp	ADJ
esutjss-285	30	34	bends	bend	NOUN
esutjss-285	30	35	as	as	ADP
esutjss-285	30	36	key	key	ADJ
esutjss-285	30	37	factors	factor	NOUN
esutjss-285	30	38	to	to	ADP
esutjss-285	30	39	road	road	NOUN
esutjss-285	30	40	crashes	crash	NOUN
esutjss-285	30	41	.	.	PUNCT
esutjss-285	31	1	olorunfemi	olorunfemi	PROPN
esutjss-285	31	2	(	(	PUNCT
esutjss-285	31	3	2021	2021	NUM
esutjss-285	31	4	)	)	PUNCT
esutjss-285	31	5	also	also	ADV
esutjss-285	31	6	evaluated	evaluate	VERB
esutjss-285	31	7	road	road	NOUN
esutjss-285	31	8	infrastructure	infrastructure	NOUN
esutjss-285	31	9	situation	situation	NOUN
esutjss-285	31	10	in	in	ADP
esutjss-285	31	11	several	several	ADJ
esutjss-285	31	12	urban	urban	ADJ
esutjss-285	31	13	areas	area	NOUN
esutjss-285	31	14	in	in	ADP
esutjss-285	31	15	kogi	kogi	PROPN
esutjss-285	31	16	state	state	PROPN
esutjss-285	31	17	(	(	PUNCT
esutjss-285	31	18	nigeria	nigeria	PROPN
esutjss-285	31	19	)	)	PUNCT
esutjss-285	31	20	,	,	PUNCT
esutjss-285	31	21	which	which	PRON
esutjss-285	31	22	demonstrated	demonstrate	VERB
esutjss-285	31	23	that	that	SCONJ
esutjss-285	31	24	urban	urban	ADJ
esutjss-285	31	25	residents	resident	NOUN
esutjss-285	31	26	were	be	AUX
esutjss-285	31	27	rather	rather	ADV
esutjss-285	31	28	dissatisfied	dissatisfied	ADJ
esutjss-285	31	29	with	with	ADP
esutjss-285	31	30	the	the	DET
esutjss-285	31	31	quality	quality	NOUN
esutjss-285	31	32	of	of	ADP
esutjss-285	31	33	roads	road	NOUN
esutjss-285	31	34	in	in	ADP
esutjss-285	31	35	the	the	DET
esutjss-285	31	36	studied	study	VERB
esutjss-285	31	37	areas	area	NOUN
esutjss-285	31	38	.	.	PUNCT
esutjss-285	32	1	along	along	ADP
esutjss-285	32	2	with	with	ADP
esutjss-285	32	3	numerous	numerous	ADJ
esutjss-285	32	4	potholes	pothole	NOUN
esutjss-285	32	5	,	,	PUNCT
esutjss-285	32	6	erosion	erosion	NOUN
esutjss-285	32	7	,	,	PUNCT
esutjss-285	32	8	and	and	CCONJ
esutjss-285	32	9	a	a	DET
esutjss-285	32	10	lack	lack	NOUN
esutjss-285	32	11	of	of	ADP
esutjss-285	32	12	visible	visible	ADJ
esutjss-285	32	13	road	road	NOUN
esutjss-285	32	14	markings	marking	NOUN
esutjss-285	32	15	and	and	CCONJ
esutjss-285	32	16	signs	sign	NOUN
esutjss-285	32	17	,	,	PUNCT
esutjss-285	32	18	these	these	DET
esutjss-285	32	19	conditions	condition	NOUN
esutjss-285	32	20	deteriorate	deteriorate	VERB
esutjss-285	32	21	vehicles	vehicle	NOUN
esutjss-285	32	22	,	,	PUNCT
esutjss-285	32	23	as	as	ADV
esutjss-285	32	24	well	well	ADV
esutjss-285	32	25	as	as	ADP
esutjss-285	32	26	negatively	negatively	ADV
esutjss-285	32	27	affect	affect	VERB
esutjss-285	32	28	road	road	NOUN
esutjss-285	32	29	safety	safety	NOUN
esutjss-285	32	30	by	by	ADP
esutjss-285	32	31	adding	add	VERB
esutjss-285	32	32	to	to	ADP
esutjss-285	32	33	a	a	DET
esutjss-285	32	34	hazardous	hazardous	ADJ
esutjss-285	32	35	road	road	NOUN
esutjss-285	32	36	experience	experience	NOUN
esutjss-285	32	37	and	and	CCONJ
esutjss-285	32	38	increasing	increase	VERB
esutjss-285	32	39	the	the	DET
esutjss-285	32	40	likelihood	likelihood	NOUN
esutjss-285	32	41	of	of	ADP
esutjss-285	32	42	collisions	collision	NOUN
esutjss-285	32	43	(	(	PUNCT
esutjss-285	32	44	aderamo	aderamo	NOUN
esutjss-285	32	45	,	,	PUNCT
esutjss-285	32	46	2012	2012	NUM
esutjss-285	32	47	;	;	PUNCT
esutjss-285	32	48	olorunfemi	olorunfemi	NOUN
esutjss-285	32	49	,	,	PUNCT
esutjss-285	32	50	2021	2021	NUM
esutjss-285	32	51	)	)	PUNCT
esutjss-285	32	52	.	.	PUNCT
esutjss-285	33	1	according	accord	VERB
esutjss-285	33	2	to	to	ADP
esutjss-285	33	3	balogun	balogun	PROPN
esutjss-285	33	4	et	et	PROPN
esutjss-285	33	5	al	al	PROPN
esutjss-285	33	6	.	.	PROPN
esutjss-285	33	7	(	(	PUNCT
esutjss-285	33	8	2021	2021	NUM
esutjss-285	33	9	)	)	PUNCT
esutjss-285	33	10	,	,	PUNCT
esutjss-285	33	11	it	it	PRON
esutjss-285	33	12	was	be	AUX
esutjss-285	33	13	also	also	ADV
esutjss-285	33	14	mentioned	mention	VERB
esutjss-285	33	15	that	that	SCONJ
esutjss-285	33	16	the	the	DET
esutjss-285	33	17	rate	rate	NOUN
esutjss-285	33	18	of	of	ADP
esutjss-285	33	19	traffic	traffic	NOUN
esutjss-285	33	20	accidents	accident	NOUN
esutjss-285	33	21	occurring	occur	VERB
esutjss-285	33	22	on	on	ADP
esutjss-285	33	23	the	the	DET
esutjss-285	33	24	nigerian	nigerian	ADJ
esutjss-285	33	25	roads	road	NOUN
esutjss-285	33	26	continues	continue	VERB
esutjss-285	33	27	to	to	PART
esutjss-285	33	28	rise	rise	VERB
esutjss-285	33	29	,	,	PUNCT
esutjss-285	33	30	and	and	CCONJ
esutjss-285	33	31	the	the	DET
esutjss-285	33	32	measures	measure	NOUN
esutjss-285	33	33	of	of	ADP
esutjss-285	33	34	the	the	DET
esutjss-285	33	35	government	government	NOUN
esutjss-285	33	36	and	and	CCONJ
esutjss-285	33	37	the	the	DET
esutjss-285	33	38	respective	respective	ADJ
esutjss-285	33	39	agencies	agency	NOUN
esutjss-285	33	40	to	to	PART
esutjss-285	33	41	combat	combat	VERB
esutjss-285	33	42	this	this	DET
esutjss-285	33	43	threat	threat	NOUN
esutjss-285	33	44	have	have	AUX
esutjss-285	33	45	been	be	AUX
esutjss-285	33	46	unsuccessful	unsuccessful	ADJ
esutjss-285	33	47	with	with	ADP
esutjss-285	33	48	particularly	particularly	ADV
esutjss-285	33	49	unsafe	unsafe	ADJ
esutjss-285	33	50	conditions	condition	NOUN
esutjss-285	33	51	leading	lead	VERB
esutjss-285	33	52	to	to	ADP
esutjss-285	33	53	the	the	DET
esutjss-285	33	54	daily	daily	ADJ
esutjss-285	33	55	loss	loss	NOUN
esutjss-285	33	56	of	of	ADP
esutjss-285	33	57	innocent	innocent	ADJ
esutjss-285	33	58	lives	life	NOUN
esutjss-285	33	59	.	.	PUNCT
esutjss-285	34	1	the	the	DET
esutjss-285	34	2	rate	rate	NOUN
esutjss-285	34	3	of	of	ADP
esutjss-285	34	4	accidents	accident	NOUN
esutjss-285	34	5	translates	translate	VERB
esutjss-285	34	6	directly	directly	ADV
esutjss-285	34	7	to	to	ADP
esutjss-285	34	8	higher	high	ADJ
esutjss-285	34	9	rates	rate	NOUN
esutjss-285	34	10	of	of	ADP
esutjss-285	34	11	claims	claim	NOUN
esutjss-285	34	12	being	be	AUX
esutjss-285	34	13	made	make	VERB
esutjss-285	34	14	,	,	PUNCT
esutjss-285	34	15	which	which	PRON
esutjss-285	34	16	in	in	ADP
esutjss-285	34	17	turn	turn	NOUN
esutjss-285	34	18	puts	put	VERB
esutjss-285	34	19	an	an	DET
esutjss-285	34	20	extra	extra	ADJ
esutjss-285	34	21	financial	financial	ADJ
esutjss-285	34	22	burden	burden	NOUN
esutjss-285	34	23	on	on	ADP
esutjss-285	34	24	insurance	insurance	NOUN
esutjss-285	34	25	companies	company	NOUN
esutjss-285	34	26	.	.	PUNCT
esutjss-285	35	1	this	this	PRON
esutjss-285	35	2	is	be	AUX
esutjss-285	35	3	worsened	worsen	VERB
esutjss-285	35	4	by	by	ADP
esutjss-285	35	5	the	the	DET
esutjss-285	35	6	fact	fact	NOUN
esutjss-285	35	7	that	that	SCONJ
esutjss-285	35	8	accidents	accident	NOUN
esutjss-285	35	9	that	that	PRON
esutjss-285	35	10	usually	usually	ADV
esutjss-285	35	11	follow	follow	VERB
esutjss-285	35	12	poor	poor	ADJ
esutjss-285	35	13	road	road	NOUN
esutjss-285	35	14	conditions	condition	NOUN
esutjss-285	35	15	,	,	PUNCT
esutjss-285	35	16	are	be	AUX
esutjss-285	35	17	severe	severe	ADJ
esutjss-285	35	18	and	and	CCONJ
esutjss-285	35	19	this	this	PRON
esutjss-285	35	20	means	mean	VERB
esutjss-285	35	21	that	that	SCONJ
esutjss-285	35	22	repair	repair	NOUN
esutjss-285	35	23	costs	cost	NOUN
esutjss-285	35	24	will	will	AUX
esutjss-285	35	25	be	be	AUX
esutjss-285	35	26	increased	increase	VERB
esutjss-285	35	27	and	and	CCONJ
esutjss-285	35	28	in	in	ADP
esutjss-285	35	29	worst	bad	ADJ
esutjss-285	35	30	cases	case	NOUN
esutjss-285	35	31	,	,	PUNCT
esutjss-285	35	32	large	large	ADJ
esutjss-285	35	33	sums	sum	NOUN
esutjss-285	35	34	of	of	ADP
esutjss-285	35	35	money	money	NOUN
esutjss-285	35	36	will	will	AUX
esutjss-285	35	37	be	be	AUX
esutjss-285	35	38	paid	pay	VERB
esutjss-285	35	39	as	as	ADP
esutjss-285	35	40	compensation	compensation	NOUN
esutjss-285	35	41	on	on	ADP
esutjss-285	35	42	injuries	injury	NOUN
esutjss-285	35	43	or	or	CCONJ
esutjss-285	35	44	loss	loss	NOUN
esutjss-285	35	45	of	of	ADP
esutjss-285	35	46	life	life	NOUN
esutjss-285	35	47	.	.	PUNCT
esutjss-285	36	1	enyinda	enyinda	ADV
esutjss-285	36	2	(	(	PUNCT
esutjss-285	36	3	2022	2022	NUM
esutjss-285	36	4	)	)	PUNCT
esutjss-285	36	5	evaluated	evaluate	VERB
esutjss-285	36	6	the	the	DET
esutjss-285	36	7	trend	trend	NOUN
esutjss-285	36	8	of	of	ADP
esutjss-285	36	9	nigerian	nigerian	ADJ
esutjss-285	36	10	motor	motor	NOUN
esutjss-285	36	11	accident	accident	NOUN
esutjss-285	36	12	insurance	insurance	NOUN
esutjss-285	36	13	claims	claim	NOUN
esutjss-285	36	14	,	,	PUNCT
esutjss-285	36	15	and	and	CCONJ
esutjss-285	36	16	it	it	PRON
esutjss-285	36	17	was	be	AUX
esutjss-285	36	18	observed	observe	VERB
esutjss-285	36	19	that	that	SCONJ
esutjss-285	36	20	the	the	DET
esutjss-285	36	21	insurance	insurance	NOUN
esutjss-285	36	22	companies	company	NOUN
esutjss-285	36	23	were	be	AUX
esutjss-285	36	24	not	not	PART
esutjss-285	36	25	doing	do	VERB
esutjss-285	36	26	quite	quite	ADV
esutjss-285	36	27	well	well	ADV
esutjss-285	36	28	as	as	SCONJ
esutjss-285	36	29	regards	regard	VERB
esutjss-285	36	30	claims	claim	VERB
esutjss-285	36	31	settlement	settlement	NOUN
esutjss-285	36	32	until	until	ADP
esutjss-285	36	33	following	follow	VERB
esutjss-285	36	34	a	a	DET
esutjss-285	36	35	phase	phase	NOUN
esutjss-285	36	36	of	of	ADP
esutjss-285	36	37	recapitalization	recapitalization	NOUN
esutjss-285	36	38	.	.	PUNCT
esutjss-285	37	1	re	re	AUX
esutjss-285	37	2	/	/	NOUN
esutjss-285	37	3	insurers	insurer	NOUN
esutjss-285	37	4	also	also	ADV
esutjss-285	37	5	bear	bear	VERB
esutjss-285	37	6	the	the	DET
esutjss-285	37	7	economic	economic	ADJ
esutjss-285	37	8	burden	burden	NOUN
esutjss-285	37	9	of	of	ADP
esutjss-285	37	10	poor	poor	ADJ
esutjss-285	37	11	infrastructure	infrastructure	NOUN
esutjss-285	37	12	,	,	PUNCT
esutjss-285	37	13	which	which	PRON
esutjss-285	37	14	may	may	AUX
esutjss-285	37	15	result	result	VERB
esutjss-285	37	16	in	in	ADP
esutjss-285	37	17	increased	increase	VERB
esutjss-285	37	18	claims	claim	NOUN
esutjss-285	37	19	in	in	ADP
esutjss-285	37	20	different	different	ADJ
esutjss-285	37	21	business	business	NOUN
esutjss-285	37	22	lines	line	NOUN
esutjss-285	37	23	,	,	PUNCT
esutjss-285	37	24	such	such	ADJ
esutjss-285	37	25	as	as	ADP
esutjss-285	37	26	auto	auto	NOUN
esutjss-285	37	27	insurance	insurance	NOUN
esutjss-285	37	28	(	(	PUNCT
esutjss-285	37	29	ibrahim	ibrahim	NOUN
esutjss-285	37	30	,	,	PUNCT
esutjss-285	37	31	2022	2022	NUM
esutjss-285	37	32	;	;	PUNCT
esutjss-285	37	33	gbenga	gbenga	NOUN
esutjss-285	37	34	,	,	PUNCT
esutjss-285	37	35	2024	2024	NUM
esutjss-285	37	36	)	)	PUNCT
esutjss-285	37	37	.	.	PUNCT
esutjss-285	38	1	consequently	consequently	ADV
esutjss-285	38	2	,	,	PUNCT
esutjss-285	38	3	nigerian	nigerian	ADJ
esutjss-285	38	4	insurance	insurance	NOUN
esutjss-285	38	5	companies	company	NOUN
esutjss-285	38	6	face	face	VERB
esutjss-285	38	7	unique	unique	ADJ
esutjss-285	38	8	challenges	challenge	NOUN
esutjss-285	38	9	in	in	ADP
esutjss-285	38	10	risk	risk	NOUN
esutjss-285	38	11	assessment	assessment	NOUN
esutjss-285	38	12	and	and	CCONJ
esutjss-285	38	13	premium	premium	NOUN
esutjss-285	38	14	setting	setting	NOUN
esutjss-285	38	15	,	,	PUNCT
esutjss-285	38	16	as	as	SCONJ
esutjss-285	38	17	the	the	DET
esutjss-285	38	18	inherent	inherent	ADJ
esutjss-285	38	19	risks	risk	NOUN
esutjss-285	38	20	associated	associate	VERB
esutjss-285	38	21	with	with	ADP
esutjss-285	38	22	the	the	DET
esutjss-285	38	23	country	country	NOUN
esutjss-285	38	24	's	's	PART
esutjss-285	38	25	road	road	NOUN
esutjss-285	38	26	network	network	NOUN
esutjss-285	38	27	are	be	AUX
esutjss-285	38	28	significantly	significantly	ADV
esutjss-285	38	29	elevated	elevated	ADJ
esutjss-285	38	30	.	.	PUNCT
esutjss-285	39	1	it	it	PRON
esutjss-285	39	2	is	be	AUX
esutjss-285	39	3	crucial	crucial	ADJ
esutjss-285	39	4	to	to	PART
esutjss-285	39	5	understand	understand	VERB
esutjss-285	39	6	this	this	DET
esutjss-285	39	7	complex	complex	ADJ
esutjss-285	39	8	interplay	interplay	NOUN
esutjss-285	39	9	between	between	ADP
esutjss-285	39	10	road	road	NOUN
esutjss-285	39	11	system	system	NOUN
esutjss-285	39	12	development	development	NOUN
esutjss-285	39	13	and	and	CCONJ
esutjss-285	39	14	motor	motor	NOUN
esutjss-285	39	15	insurance	insurance	NOUN
esutjss-285	39	16	claims	claim	NOUN
esutjss-285	39	17	because	because	SCONJ
esutjss-285	39	18	this	this	PRON
esutjss-285	39	19	would	would	AUX
esutjss-285	39	20	be	be	AUX
esutjss-285	39	21	crucial	crucial	ADJ
esutjss-285	39	22	in	in	ADP
esutjss-285	39	23	formulating	formulate	VERB
esutjss-285	39	24	a	a	DET
esutjss-285	39	25	way	way	NOUN
esutjss-285	39	26	forward	forward	ADV
esutjss-285	39	27	to	to	PART
esutjss-285	39	28	eliminate	eliminate	VERB
esutjss-285	39	29	road	road	NOUN
esutjss-285	39	30	carnage	carnage	NOUN
esutjss-285	39	31	caused	cause	VERB
esutjss-285	39	32	by	by	ADP
esutjss-285	39	33	lack	lack	NOUN
esutjss-285	39	34	of	of	ADP
esutjss-285	39	35	adequate	adequate	ADJ
esutjss-285	39	36	road	road	NOUN
esutjss-285	39	37	systems	system	NOUN
esutjss-285	39	38	and	and	CCONJ
esutjss-285	39	39	the	the	DET
esutjss-285	39	40	subsequent	subsequent	ADJ
esutjss-285	39	41	decrease	decrease	NOUN
esutjss-285	39	42	in	in	ADP
esutjss-285	39	43	the	the	DET
esutjss-285	39	44	rate	rate	NOUN
esutjss-285	39	45	of	of	ADP
esutjss-285	39	46	accidents	accident	NOUN
esutjss-285	39	47	and	and	CCONJ
esutjss-285	39	48	the	the	DET
esutjss-285	39	49	eventual	eventual	ADJ
esutjss-285	39	50	impact	impact	NOUN
esutjss-285	39	51	on	on	ADP
esutjss-285	39	52	the	the	DET
esutjss-285	39	53	insurance	insurance	NOUN
esutjss-285	39	54	sector	sector	NOUN
esutjss-285	39	55	in	in	ADP
esutjss-285	39	56	the	the	DET
esutjss-285	39	57	country	country	NOUN
esutjss-285	39	58	and	and	CCONJ
esutjss-285	39	59	the	the	DET
esutjss-285	39	60	individuals	individual	NOUN
esutjss-285	39	61	involved	involve	VERB
esutjss-285	39	62	.	.	PUNCT
esutjss-285	40	1	to	to	PART
esutjss-285	40	2	achieve	achieve	VERB
esutjss-285	40	3	this	this	PRON
esutjss-285	40	4	,	,	PUNCT
esutjss-285	40	5	the	the	DET
esutjss-285	40	6	following	follow	VERB
esutjss-285	40	7	objectives	objective	NOUN
esutjss-285	40	8	were	be	AUX
esutjss-285	40	9	formulated	formulate	VERB
esutjss-285	40	10	to	to	PART
esutjss-285	40	11	guide	guide	VERB
esutjss-285	40	12	this	this	DET
esutjss-285	40	13	study	study	NOUN
esutjss-285	40	14	:	:	PUNCT
esutjss-285	40	15	i.	i.	NOUN
esutjss-285	40	16	to	to	PART
esutjss-285	40	17	determine	determine	VERB
esutjss-285	40	18	the	the	DET
esutjss-285	40	19	significant	significant	ADJ
esutjss-285	40	20	relationship	relationship	NOUN
esutjss-285	40	21	between	between	ADP
esutjss-285	40	22	specific	specific	ADJ
esutjss-285	40	23	road	road	NOUN
esutjss-285	40	24	infrastructure	infrastructure	NOUN
esutjss-285	40	25	deficiencies	deficiency	NOUN
esutjss-285	40	26	and	and	CCONJ
esutjss-285	40	27	the	the	DET
esutjss-285	40	28	frequency	frequency	NOUN
esutjss-285	40	29	of	of	ADP
esutjss-285	40	30	motor	motor	NOUN
esutjss-285	40	31	insurance	insurance	NOUN
esutjss-285	40	32	claims	claim	NOUN
esutjss-285	40	33	in	in	ADP
esutjss-285	40	34	nigeria	nigeria	PROPN
esutjss-285	40	35	.	.	PUNCT
esutjss-285	41	1	233	233	NUM
esutjss-285	41	2	ii	ii	NOUN
esutjss-285	41	3	.	.	PUNCT
esutjss-285	41	4	to	to	PART
esutjss-285	41	5	evaluate	evaluate	VERB
esutjss-285	41	6	the	the	DET
esutjss-285	41	7	impact	impact	NOUN
esutjss-285	41	8	of	of	ADP
esutjss-285	41	9	road	road	NOUN
esutjss-285	41	10	infrastructure	infrastructure	NOUN
esutjss-285	41	11	quality	quality	NOUN
esutjss-285	41	12	on	on	ADP
esutjss-285	41	13	the	the	DET
esutjss-285	41	14	severity	severity	NOUN
esutjss-285	41	15	and	and	CCONJ
esutjss-285	41	16	cost	cost	NOUN
esutjss-285	41	17	of	of	ADP
esutjss-285	41	18	motor	motor	NOUN
esutjss-285	41	19	insurance	insurance	NOUN
esutjss-285	41	20	claims	claim	NOUN
esutjss-285	41	21	in	in	ADP
esutjss-285	41	22	nigeria	nigeria	PROPN
esutjss-285	41	23	.	.	PUNCT
esutjss-285	42	1	statement	statement	NOUN
esutjss-285	42	2	of	of	ADP
esutjss-285	42	3	hypotheses	hypothesis	NOUN
esutjss-285	42	4	h₀₁	h₀₁	ADJ
esutjss-285	42	5	:	:	PUNCT
esutjss-285	42	6	there	there	PRON
esutjss-285	42	7	is	be	VERB
esutjss-285	42	8	no	no	DET
esutjss-285	42	9	significant	significant	ADJ
esutjss-285	42	10	relationship	relationship	NOUN
esutjss-285	42	11	between	between	ADP
esutjss-285	42	12	specific	specific	ADJ
esutjss-285	42	13	road	road	NOUN
esutjss-285	42	14	infrastructure	infrastructure	NOUN
esutjss-285	42	15	deficiencies	deficiency	NOUN
esutjss-285	42	16	and	and	CCONJ
esutjss-285	42	17	the	the	DET
esutjss-285	42	18	frequency	frequency	NOUN
esutjss-285	42	19	of	of	ADP
esutjss-285	42	20	motor	motor	NOUN
esutjss-285	42	21	insurance	insurance	NOUN
esutjss-285	42	22	claims	claim	NOUN
esutjss-285	42	23	in	in	ADP
esutjss-285	42	24	nigeria	nigeria	PROPN
esutjss-285	42	25	.	.	PUNCT
esutjss-285	43	1	h₀₂	h₀₂	PROPN
esutjss-285	43	2	:	:	PUNCT
esutjss-285	43	3	road	road	NOUN
esutjss-285	43	4	infrastructure	infrastructure	NOUN
esutjss-285	43	5	quality	quality	NOUN
esutjss-285	43	6	has	have	VERB
esutjss-285	43	7	no	no	DET
esutjss-285	43	8	significant	significant	ADJ
esutjss-285	43	9	impact	impact	NOUN
esutjss-285	43	10	on	on	ADP
esutjss-285	43	11	the	the	DET
esutjss-285	43	12	severity	severity	NOUN
esutjss-285	43	13	and	and	CCONJ
esutjss-285	43	14	cost	cost	NOUN
esutjss-285	43	15	of	of	ADP
esutjss-285	43	16	motor	motor	NOUN
esutjss-285	43	17	insurance	insurance	NOUN
esutjss-285	43	18	claims	claim	NOUN
esutjss-285	43	19	in	in	ADP
esutjss-285	43	20	nigeria	nigeria	PROPN
esutjss-285	43	21	.	.	PUNCT
esutjss-285	44	1	review	review	NOUN
esutjss-285	44	2	of	of	ADP
esutjss-285	44	3	related	related	ADJ
esutjss-285	44	4	literature	literature	NOUN
esutjss-285	44	5	road	road	NOUN
esutjss-285	44	6	infrastructure	infrastructure	NOUN
esutjss-285	44	7	and	and	CCONJ
esutjss-285	44	8	accident	accident	NOUN
esutjss-285	44	9	risk	risk	NOUN
esutjss-285	44	10	road	road	NOUN
esutjss-285	44	11	traffic	traffic	NOUN
esutjss-285	44	12	accidents	accident	NOUN
esutjss-285	44	13	(	(	PUNCT
esutjss-285	44	14	rtas	rta	NOUN
esutjss-285	44	15	)	)	PUNCT
esutjss-285	44	16	have	have	AUX
esutjss-285	44	17	become	become	VERB
esutjss-285	44	18	a	a	DET
esutjss-285	44	19	serious	serious	ADJ
esutjss-285	44	20	international	international	ADJ
esutjss-285	44	21	safety	safety	NOUN
esutjss-285	44	22	concern	concern	NOUN
esutjss-285	44	23	as	as	SCONJ
esutjss-285	44	24	they	they	PRON
esutjss-285	44	25	are	be	AUX
esutjss-285	44	26	a	a	DET
esutjss-285	44	27	major	major	ADJ
esutjss-285	44	28	burdening	burdening	NOUN
esutjss-285	44	29	problem	problem	NOUN
esutjss-285	44	30	in	in	ADP
esutjss-285	44	31	terms	term	NOUN
esutjss-285	44	32	of	of	ADP
esutjss-285	44	33	human	human	NOUN
esutjss-285	44	34	as	as	ADV
esutjss-285	44	35	well	well	ADV
esutjss-285	44	36	as	as	ADP
esutjss-285	44	37	economic	economic	ADJ
esutjss-285	44	38	costs	cost	NOUN
esutjss-285	44	39	on	on	ADP
esutjss-285	44	40	a	a	DET
esutjss-285	44	41	global	global	ADJ
esutjss-285	44	42	scale	scale	NOUN
esutjss-285	44	43	regardless	regardless	ADV
esutjss-285	44	44	of	of	ADP
esutjss-285	44	45	the	the	DET
esutjss-285	44	46	developed	developed	ADJ
esutjss-285	44	47	and	and	CCONJ
esutjss-285	44	48	developing	develop	VERB
esutjss-285	44	49	economies	economy	NOUN
esutjss-285	44	50	.	.	PUNCT
esutjss-285	45	1	lowand	lowand	ADJ
esutjss-285	45	2	middle	middle	ADJ
esutjss-285	45	3	-	-	PUNCT
esutjss-285	45	4	income	income	NOUN
esutjss-285	45	5	countries	country	NOUN
esutjss-285	45	6	disproportionately	disproportionately	ADV
esutjss-285	45	7	bear	bear	VERB
esutjss-285	45	8	the	the	DET
esutjss-285	45	9	burden	burden	NOUN
esutjss-285	45	10	since	since	SCONJ
esutjss-285	45	11	they	they	PRON
esutjss-285	45	12	own	own	VERB
esutjss-285	45	13	a	a	DET
esutjss-285	45	14	small	small	ADJ
esutjss-285	45	15	percentage	percentage	NOUN
esutjss-285	45	16	of	of	ADP
esutjss-285	45	17	the	the	DET
esutjss-285	45	18	world	world	NOUN
esutjss-285	45	19	vehicle	vehicle	NOUN
esutjss-285	45	20	fleet	fleet	NOUN
esutjss-285	45	21	but	but	CCONJ
esutjss-285	45	22	have	have	VERB
esutjss-285	45	23	a	a	DET
esutjss-285	45	24	majority	majority	NOUN
esutjss-285	45	25	of	of	ADP
esutjss-285	45	26	road	road	NOUN
esutjss-285	45	27	fatalities	fatality	NOUN
esutjss-285	45	28	and	and	CCONJ
esutjss-285	45	29	injuries	injury	NOUN
esutjss-285	45	30	(	(	PUNCT
esutjss-285	45	31	esbester	esbester	NOUN
esutjss-285	45	32	&	&	CCONJ
esutjss-285	45	33	wetmore	wetmore	PROPN
esutjss-285	45	34	,	,	PUNCT
esutjss-285	45	35	2015	2015	NUM
esutjss-285	45	36	;	;	PUNCT
esutjss-285	45	37	gebru	gebru	NOUN
esutjss-285	45	38	,	,	PUNCT
esutjss-285	45	39	2017	2017	NUM
esutjss-285	45	40	)	)	PUNCT
esutjss-285	45	41	.	.	PUNCT
esutjss-285	46	1	these	these	DET
esutjss-285	46	2	tragedies	tragedy	NOUN
esutjss-285	46	3	do	do	AUX
esutjss-285	46	4	not	not	PART
esutjss-285	46	5	only	only	ADV
esutjss-285	46	6	lead	lead	VERB
esutjss-285	46	7	to	to	ADP
esutjss-285	46	8	tragic	tragic	ADJ
esutjss-285	46	9	loss	loss	NOUN
esutjss-285	46	10	of	of	ADP
esutjss-285	46	11	life	life	NOUN
esutjss-285	46	12	but	but	CCONJ
esutjss-285	46	13	also	also	ADV
esutjss-285	46	14	socioeconomic	socioeconomic	ADJ
esutjss-285	46	15	destabilization	destabilization	NOUN
esutjss-285	46	16	,	,	PUNCT
esutjss-285	46	17	especially	especially	ADV
esutjss-285	46	18	in	in	ADP
esutjss-285	46	19	regions	region	NOUN
esutjss-285	46	20	already	already	ADV
esutjss-285	46	21	facing	face	VERB
esutjss-285	46	22	healthcare	healthcare	NOUN
esutjss-285	46	23	and	and	CCONJ
esutjss-285	46	24	insurance	insurance	NOUN
esutjss-285	46	25	overload	overload	NOUN
esutjss-285	46	26	.	.	PUNCT
esutjss-285	47	1	in	in	ADP
esutjss-285	47	2	this	this	DET
esutjss-285	47	3	respect	respect	NOUN
esutjss-285	47	4	,	,	PUNCT
esutjss-285	47	5	road	road	NOUN
esutjss-285	47	6	infrastructure	infrastructure	NOUN
esutjss-285	47	7	can	can	AUX
esutjss-285	47	8	reduce	reduce	VERB
esutjss-285	47	9	or	or	CCONJ
esutjss-285	47	10	increase	increase	VERB
esutjss-285	47	11	the	the	DET
esutjss-285	47	12	chances	chance	NOUN
esutjss-285	47	13	of	of	ADP
esutjss-285	47	14	an	an	DET
esutjss-285	47	15	accident	accident	NOUN
esutjss-285	47	16	and	and	CCONJ
esutjss-285	47	17	it	it	PRON
esutjss-285	47	18	consequently	consequently	ADV
esutjss-285	47	19	becomes	become	VERB
esutjss-285	47	20	an	an	DET
esutjss-285	47	21	area	area	NOUN
esutjss-285	47	22	of	of	ADP
esutjss-285	47	23	research	research	NOUN
esutjss-285	47	24	interest	interest	NOUN
esutjss-285	47	25	and	and	CCONJ
esutjss-285	47	26	implementation	implementation	NOUN
esutjss-285	47	27	of	of	ADP
esutjss-285	47	28	policies	policy	NOUN
esutjss-285	47	29	.	.	PUNCT
esutjss-285	48	1	the	the	DET
esutjss-285	48	2	prevalence	prevalence	NOUN
esutjss-285	48	3	of	of	ADP
esutjss-285	48	4	rtas	rta	NOUN
esutjss-285	48	5	in	in	ADP
esutjss-285	48	6	the	the	DET
esutjss-285	48	7	world	world	NOUN
esutjss-285	48	8	is	be	AUX
esutjss-285	48	9	a	a	DET
esutjss-285	48	10	testament	testament	NOUN
esutjss-285	48	11	to	to	ADP
esutjss-285	48	12	a	a	DET
esutjss-285	48	13	long	long	ADJ
esutjss-285	48	14	-	-	PUNCT
esutjss-285	48	15	term	term	NOUN
esutjss-285	48	16	problem	problem	NOUN
esutjss-285	48	17	of	of	ADP
esutjss-285	48	18	public	public	ADJ
esutjss-285	48	19	health	health	NOUN
esutjss-285	48	20	and	and	CCONJ
esutjss-285	48	21	economic	economic	ADJ
esutjss-285	48	22	efficiency	efficiency	NOUN
esutjss-285	48	23	.	.	PUNCT
esutjss-285	49	1	according	accord	VERB
esutjss-285	49	2	to	to	ADP
esutjss-285	49	3	studies	study	NOUN
esutjss-285	49	4	by	by	ADP
esutjss-285	49	5	dorri	dorri	PROPN
esutjss-285	49	6	et	et	PROPN
esutjss-285	49	7	al	al	PROPN
esutjss-285	49	8	.	.	PROPN
esutjss-285	50	1	(	(	PUNCT
esutjss-285	50	2	2024	2024	NUM
esutjss-285	50	3	)	)	PUNCT
esutjss-285	50	4	and	and	CCONJ
esutjss-285	50	5	martinez	martinez	PROPN
esutjss-285	50	6	,	,	PUNCT
esutjss-285	50	7	sanchez	sanchez	PROPN
esutjss-285	50	8	,	,	PUNCT
esutjss-285	50	9	and	and	CCONJ
esutjss-285	50	10	yanez	yanez	PROPN
esutjss-285	50	11	-	-	PUNCT
esutjss-285	50	12	pagans	pagan	NOUN
esutjss-285	50	13	(	(	PUNCT
esutjss-285	50	14	2019	2019	NUM
esutjss-285	50	15	)	)	PUNCT
esutjss-285	50	16	,	,	PUNCT
esutjss-285	50	17	rtas	rta	NOUN
esutjss-285	50	18	are	be	AUX
esutjss-285	50	19	not	not	PART
esutjss-285	50	20	just	just	ADV
esutjss-285	50	21	transportation	transportation	NOUN
esutjss-285	50	22	failures	failure	NOUN
esutjss-285	50	23	but	but	CCONJ
esutjss-285	50	24	are	be	AUX
esutjss-285	50	25	embedded	embed	VERB
esutjss-285	50	26	in	in	ADP
esutjss-285	50	27	larger	large	ADJ
esutjss-285	50	28	development	development	NOUN
esutjss-285	50	29	shortcomings	shortcoming	NOUN
esutjss-285	50	30	such	such	ADJ
esutjss-285	50	31	as	as	ADP
esutjss-285	50	32	urbanization	urbanization	NOUN
esutjss-285	50	33	,	,	PUNCT
esutjss-285	50	34	enforcement	enforcement	NOUN
esutjss-285	50	35	capacity	capacity	NOUN
esutjss-285	50	36	,	,	PUNCT
esutjss-285	50	37	and	and	CCONJ
esutjss-285	50	38	policy	policy	NOUN
esutjss-285	50	39	-	-	PUNCT
esutjss-285	50	40	making	make	VERB
esutjss-285	50	41	prioritization	prioritization	NOUN
esutjss-285	50	42	.	.	PUNCT
esutjss-285	51	1	clemente	clemente	PROPN
esutjss-285	51	2	,	,	PUNCT
esutjss-285	51	3	della	della	PROPN
esutjss-285	51	4	corte	corte	PROPN
esutjss-285	51	5	,	,	PUNCT
esutjss-285	51	6	and	and	CCONJ
esutjss-285	51	7	zappa	zappa	PROPN
esutjss-285	51	8	(	(	PUNCT
esutjss-285	51	9	2024	2024	NUM
esutjss-285	51	10	)	)	PUNCT
esutjss-285	51	11	argue	argue	VERB
esutjss-285	51	12	that	that	SCONJ
esutjss-285	51	13	numerous	numerous	ADJ
esutjss-285	51	14	countries	country	NOUN
esutjss-285	51	15	do	do	AUX
esutjss-285	51	16	not	not	PART
esutjss-285	51	17	possess	possess	VERB
esutjss-285	51	18	spatial	spatial	ADJ
esutjss-285	51	19	risk	risk	NOUN
esutjss-285	51	20	models	model	NOUN
esutjss-285	51	21	to	to	PART
esutjss-285	51	22	predict	predict	VERB
esutjss-285	51	23	and	and	CCONJ
esutjss-285	51	24	prevent	prevent	VERB
esutjss-285	51	25	accidents	accident	NOUN
esutjss-285	51	26	on	on	ADP
esutjss-285	51	27	the	the	DET
esutjss-285	51	28	network	network	NOUN
esutjss-285	51	29	level	level	NOUN
esutjss-285	51	30	comprehensively	comprehensively	ADV
esutjss-285	51	31	.	.	PUNCT
esutjss-285	52	1	such	such	DET
esutjss-285	52	2	a	a	DET
esutjss-285	52	3	lack	lack	NOUN
esutjss-285	52	4	of	of	ADP
esutjss-285	52	5	a	a	DET
esutjss-285	52	6	predictive	predictive	ADJ
esutjss-285	52	7	structure	structure	NOUN
esutjss-285	52	8	increases	increase	VERB
esutjss-285	52	9	the	the	DET
esutjss-285	52	10	chances	chance	NOUN
esutjss-285	52	11	of	of	ADP
esutjss-285	52	12	collision	collision	NOUN
esutjss-285	52	13	,	,	PUNCT
esutjss-285	52	14	especially	especially	ADV
esutjss-285	52	15	when	when	SCONJ
esutjss-285	52	16	dealing	deal	VERB
esutjss-285	52	17	with	with	ADP
esutjss-285	52	18	fast	fast	ADJ
esutjss-285	52	19	urbanizing	urbanizing	ADJ
esutjss-285	52	20	areas	area	NOUN
esutjss-285	52	21	.	.	PUNCT
esutjss-285	53	1	in	in	ADP
esutjss-285	53	2	high	high	ADJ
esutjss-285	53	3	-	-	PUNCT
esutjss-285	53	4	income	income	NOUN
esutjss-285	53	5	nations	nation	NOUN
esutjss-285	53	6	,	,	PUNCT
esutjss-285	53	7	a	a	DET
esutjss-285	53	8	multi	multi	ADJ
esutjss-285	53	9	-	-	ADJ
esutjss-285	53	10	pronged	pronged	ADJ
esutjss-285	53	11	approach	approach	NOUN
esutjss-285	53	12	has	have	AUX
esutjss-285	53	13	led	lead	VERB
esutjss-285	53	14	to	to	ADP
esutjss-285	53	15	road	road	NOUN
esutjss-285	53	16	safety	safety	NOUN
esutjss-285	53	17	improvement	improvement	NOUN
esutjss-285	53	18	,	,	PUNCT
esutjss-285	53	19	which	which	PRON
esutjss-285	53	20	includes	include	VERB
esutjss-285	53	21	all	all	DET
esutjss-285	53	22	these	these	DET
esutjss-285	53	23	approaches	approach	NOUN
esutjss-285	53	24	namely	namely	ADV
esutjss-285	53	25	infrastructural	infrastructural	ADJ
esutjss-285	53	26	investment	investment	NOUN
esutjss-285	53	27	,	,	PUNCT
esutjss-285	53	28	enforcement	enforcement	NOUN
esutjss-285	53	29	,	,	PUNCT
esutjss-285	53	30	vehicular	vehicular	ADJ
esutjss-285	53	31	technology	technology	NOUN
esutjss-285	53	32	,	,	PUNCT
esutjss-285	53	33	and	and	CCONJ
esutjss-285	53	34	behavior	behavior	NOUN
esutjss-285	53	35	change	change	NOUN
esutjss-285	53	36	(	(	PUNCT
esutjss-285	53	37	alli	alli	PROPN
esutjss-285	53	38	&	&	CCONJ
esutjss-285	53	39	ganiyu	ganiyu	PROPN
esutjss-285	53	40	,	,	PUNCT
esutjss-285	53	41	2025	2025	NUM
esutjss-285	53	42	)	)	PUNCT
esutjss-285	53	43	.	.	PUNCT
esutjss-285	54	1	to	to	PART
esutjss-285	54	2	facilitate	facilitate	VERB
esutjss-285	54	3	these	these	DET
esutjss-285	54	4	activities	activity	NOUN
esutjss-285	54	5	,	,	PUNCT
esutjss-285	54	6	sound	sound	ADJ
esutjss-285	54	7	data	datum	NOUN
esutjss-285	54	8	capture	capture	NOUN
esutjss-285	54	9	and	and	CCONJ
esutjss-285	54	10	analytical	analytical	ADJ
esutjss-285	54	11	capabilities	capability	NOUN
esutjss-285	54	12	are	be	AUX
esutjss-285	54	13	essential	essential	ADJ
esutjss-285	54	14	to	to	PART
esutjss-285	54	15	ensure	ensure	VERB
esutjss-285	54	16	ongoing	ongoing	ADJ
esutjss-285	54	17	monitoring	monitoring	NOUN
esutjss-285	54	18	of	of	ADP
esutjss-285	54	19	risks	risk	NOUN
esutjss-285	54	20	(	(	PUNCT
esutjss-285	54	21	bonera	bonera	NOUN
esutjss-285	54	22	et	et	PROPN
esutjss-285	54	23	al	al	PROPN
esutjss-285	54	24	.	.	PROPN
esutjss-285	54	25	,	,	PUNCT
esutjss-285	54	26	2024	2024	NUM
esutjss-285	54	27	;	;	PUNCT
esutjss-285	54	28	pei	pei	PROPN
esutjss-285	54	29	,	,	PUNCT
esutjss-285	54	30	wen	wen	PROPN
esutjss-285	54	31	,	,	PUNCT
esutjss-285	54	32	&	&	CCONJ
esutjss-285	54	33	pan	pan	PROPN
esutjss-285	54	34	,	,	PUNCT
esutjss-285	54	35	2024	2024	NUM
esutjss-285	54	36	)	)	PUNCT
esutjss-285	54	37	.	.	PUNCT
esutjss-285	55	1	as	as	ADP
esutjss-285	55	2	an	an	DET
esutjss-285	55	3	example	example	NOUN
esutjss-285	55	4	,	,	PUNCT
esutjss-285	55	5	risk	risk	NOUN
esutjss-285	55	6	screening	screen	VERB
esutjss-285	55	7	frameworks	framework	NOUN
esutjss-285	55	8	involving	involve	VERB
esutjss-285	55	9	real	real	ADJ
esutjss-285	55	10	-	-	PUNCT
esutjss-285	55	11	time	time	NOUN
esutjss-285	55	12	traffic	traffic	NOUN
esutjss-285	55	13	and	and	CCONJ
esutjss-285	55	14	crash	crash	NOUN
esutjss-285	55	15	data	datum	NOUN
esutjss-285	55	16	have	have	AUX
esutjss-285	55	17	been	be	AUX
esutjss-285	55	18	found	find	VERB
esutjss-285	55	19	to	to	PART
esutjss-285	55	20	effectively	effectively	ADV
esutjss-285	55	21	decrease	decrease	VERB
esutjss-285	55	22	causalities	causality	NOUN
esutjss-285	55	23	by	by	ADP
esutjss-285	55	24	focusing	focus	VERB
esutjss-285	55	25	on	on	ADP
esutjss-285	55	26	high	high	ADJ
esutjss-285	55	27	-	-	PUNCT
esutjss-285	55	28	risk	risk	NOUN
esutjss-285	55	29	routes	route	NOUN
esutjss-285	55	30	to	to	PART
esutjss-285	55	31	take	take	VERB
esutjss-285	55	32	remedial	remedial	ADJ
esutjss-285	55	33	action	action	NOUN
esutjss-285	55	34	promptly	promptly	ADV
esutjss-285	55	35	.	.	PUNCT
esutjss-285	56	1	conversely	conversely	ADV
esutjss-285	56	2	,	,	PUNCT
esutjss-285	56	3	structural	structural	ADJ
esutjss-285	56	4	factors	factor	NOUN
esutjss-285	56	5	promote	promote	VERB
esutjss-285	56	6	an	an	DET
esutjss-285	56	7	inability	inability	NOUN
esutjss-285	56	8	to	to	PART
esutjss-285	56	9	reproduce	reproduce	VERB
esutjss-285	56	10	these	these	DET
esutjss-285	56	11	successes	success	NOUN
esutjss-285	56	12	in	in	ADP
esutjss-285	56	13	lowand	lowand	ADJ
esutjss-285	56	14	middle	middle	ADJ
esutjss-285	56	15	-	-	PUNCT
esutjss-285	56	16	income	income	NOUN
esutjss-285	56	17	countries	country	NOUN
esutjss-285	56	18	.	.	PUNCT
esutjss-285	57	1	the	the	DET
esutjss-285	57	2	hasty	hasty	ADJ
esutjss-285	57	3	motorization	motorization	NOUN
esutjss-285	57	4	does	do	AUX
esutjss-285	57	5	not	not	PART
esutjss-285	57	6	take	take	VERB
esutjss-285	57	7	into	into	ADP
esutjss-285	57	8	consideration	consideration	NOUN
esutjss-285	57	9	building	build	VERB
esutjss-285	57	10	resilient	resilient	ADJ
esutjss-285	57	11	road	road	NOUN
esutjss-285	57	12	infrastructure	infrastructure	NOUN
esutjss-285	57	13	,	,	PUNCT
esutjss-285	57	14	resulting	result	VERB
esutjss-285	57	15	in	in	ADP
esutjss-285	57	16	the	the	DET
esutjss-285	57	17	traffic	traffic	NOUN
esutjss-285	57	18	volume	volume	NOUN
esutjss-285	57	19	being	be	AUX
esutjss-285	57	20	out	out	ADP
esutjss-285	57	21	of	of	ADP
esutjss-285	57	22	balance	balance	NOUN
esutjss-285	57	23	with	with	ADP
esutjss-285	57	24	the	the	DET
esutjss-285	57	25	road	road	NOUN
esutjss-285	57	26	capacities	capacity	NOUN
esutjss-285	57	27	(	(	PUNCT
esutjss-285	57	28	alli	alli	PROPN
esutjss-285	57	29	,	,	PUNCT
esutjss-285	57	30	aina	aina	PROPN
esutjss-285	57	31	,	,	PUNCT
esutjss-285	57	32	&	&	CCONJ
esutjss-285	57	33	ganiyu	ganiyu	NOUN
esutjss-285	57	34	,	,	PUNCT
esutjss-285	57	35	2023	2023	NUM
esutjss-285	57	36	)	)	PUNCT
esutjss-285	57	37	.	.	PUNCT
esutjss-285	58	1	chand	chand	PROPN
esutjss-285	58	2	,	,	PUNCT
esutjss-285	58	3	jayesh	jayesh	NOUN
esutjss-285	58	4	,	,	PUNCT
esutjss-285	58	5	and	and	CCONJ
esutjss-285	58	6	bhasi	bhasi	NOUN
esutjss-285	58	7	(	(	PUNCT
esutjss-285	58	8	2021	2021	NUM
esutjss-285	58	9	)	)	PUNCT
esutjss-285	58	10	present	present	ADJ
esutjss-285	58	11	data	datum	NOUN
esutjss-285	58	12	fragmentation	fragmentation	NOUN
esutjss-285	58	13	and	and	CCONJ
esutjss-285	58	14	absence	absence	NOUN
esutjss-285	58	15	of	of	ADP
esutjss-285	58	16	common	common	ADJ
esutjss-285	58	17	systems	system	NOUN
esutjss-285	58	18	to	to	PART
esutjss-285	58	19	report	report	VERB
esutjss-285	58	20	accidents	accident	NOUN
esutjss-285	58	21	as	as	ADP
esutjss-285	58	22	a	a	DET
esutjss-285	58	23	barrier	barrier	NOUN
esutjss-285	58	24	to	to	ADP
esutjss-285	58	25	making	make	VERB
esutjss-285	58	26	informed	informed	ADJ
esutjss-285	58	27	safety	safety	NOUN
esutjss-285	58	28	plans	plan	NOUN
esutjss-285	58	29	.	.	PUNCT
esutjss-285	59	1	further	far	ADV
esutjss-285	59	2	,	,	PUNCT
esutjss-285	59	3	road	road	NOUN
esutjss-285	59	4	design	design	NOUN
esutjss-285	59	5	characteristics	characteristic	NOUN
esutjss-285	59	6	,	,	PUNCT
esutjss-285	59	7	including	include	VERB
esutjss-285	59	8	the	the	DET
esutjss-285	59	9	width	width	NOUN
esutjss-285	59	10	of	of	ADP
esutjss-285	59	11	the	the	DET
esutjss-285	59	12	lanes	lane	NOUN
esutjss-285	59	13	,	,	PUNCT
esutjss-285	59	14	illumination	illumination	NOUN
esutjss-285	59	15	,	,	PUNCT
esutjss-285	59	16	road	road	NOUN
esutjss-285	59	17	surface	surface	NOUN
esutjss-285	59	18	,	,	PUNCT
esutjss-285	59	19	and	and	CCONJ
esutjss-285	59	20	road	road	NOUN
esutjss-285	59	21	markings	marking	NOUN
esutjss-285	59	22	all	all	PRON
esutjss-285	59	23	serve	serve	VERB
esutjss-285	59	24	as	as	ADP
esutjss-285	59	25	predictors	predictor	NOUN
esutjss-285	59	26	of	of	ADP
esutjss-285	59	27	accident	accident	NOUN
esutjss-285	59	28	hotspots	hotspot	NOUN
esutjss-285	59	29	consistently	consistently	ADV
esutjss-285	59	30	across	across	ADP
esutjss-285	59	31	under	under	ADV
esutjss-285	59	32	-	-	PUNCT
esutjss-285	59	33	resourced	resource	VERB
esutjss-285	59	34	areas	area	NOUN
esutjss-285	59	35	(	(	PUNCT
esutjss-285	59	36	imamaliev	imamaliev	ADV
esutjss-285	59	37	et	et	PROPN
esutjss-285	59	38	al	al	PROPN
esutjss-285	59	39	.	.	PROPN
esutjss-285	59	40	,	,	PUNCT
esutjss-285	59	41	2021	2021	NUM
esutjss-285	59	42	)	)	PUNCT
esutjss-285	59	43	.	.	PUNCT
esutjss-285	60	1	there	there	PRON
esutjss-285	60	2	is	be	VERB
esutjss-285	60	3	also	also	ADV
esutjss-285	60	4	the	the	DET
esutjss-285	60	5	balance	balance	NOUN
esutjss-285	60	6	between	between	ADP
esutjss-285	60	7	infrastructure	infrastructure	NOUN
esutjss-285	60	8	and	and	CCONJ
esutjss-285	60	9	behavioral	behavioral	ADJ
esutjss-285	60	10	risk	risk	NOUN
esutjss-285	60	11	.	.	PUNCT
esutjss-285	61	1	the	the	DET
esutjss-285	61	2	authors	author	NOUN
esutjss-285	61	3	believe	believe	VERB
esutjss-285	61	4	that	that	SCONJ
esutjss-285	61	5	psycho	psycho	NOUN
esutjss-285	61	6	-	-	PUNCT
esutjss-285	61	7	somatic	somatic	ADJ
esutjss-285	61	8	pressure	pressure	NOUN
esutjss-285	61	9	,	,	PUNCT
esutjss-285	61	10	health	health	NOUN
esutjss-285	61	11	status	status	NOUN
esutjss-285	61	12	,	,	PUNCT
esutjss-285	61	13	and	and	CCONJ
esutjss-285	61	14	road	road	NOUN
esutjss-285	61	15	environmental	environmental	ADJ
esutjss-285	61	16	factors	factor	NOUN
esutjss-285	61	17	interactively	interactively	ADV
esutjss-285	61	18	influence	influence	VERB
esutjss-285	61	19	the	the	DET
esutjss-285	61	20	risk	risk	NOUN
esutjss-285	61	21	of	of	ADP
esutjss-285	61	22	rta	rta	PROPN
esutjss-285	61	23	(	(	PUNCT
esutjss-285	61	24	wang	wang	PROPN
esutjss-285	61	25	et	et	PROPN
esutjss-285	61	26	al	al	PROPN
esutjss-285	61	27	.	.	PROPN
esutjss-285	61	28	,	,	PUNCT
esutjss-285	61	29	2023	2023	NUM
esutjss-285	61	30	)	)	PUNCT
esutjss-285	61	31	.	.	PUNCT
esutjss-285	62	1	take	take	VERB
esutjss-285	62	2	,	,	PUNCT
esutjss-285	62	3	for	for	ADP
esutjss-285	62	4	instance	instance	NOUN
esutjss-285	62	5	,	,	PUNCT
esutjss-285	62	6	slippery	slippery	ADJ
esutjss-285	62	7	ground	ground	NOUN
esutjss-285	62	8	,	,	PUNCT
esutjss-285	62	9	bad	bad	ADJ
esutjss-285	62	10	drainage	drainage	NOUN
esutjss-285	62	11	,	,	PUNCT
esutjss-285	62	12	or	or	CCONJ
esutjss-285	62	13	lack	lack	NOUN
esutjss-285	62	14	of	of	ADP
esutjss-285	62	15	markings	marking	NOUN
esutjss-285	62	16	in	in	ADP
esutjss-285	62	17	the	the	DET
esutjss-285	62	18	234	234	NUM
esutjss-285	62	19	intersections	intersection	NOUN
esutjss-285	62	20	do	do	AUX
esutjss-285	62	21	not	not	PART
esutjss-285	62	22	only	only	ADV
esutjss-285	62	23	physical	physical	ADJ
esutjss-285	62	24	defects	defect	NOUN
esutjss-285	62	25	;	;	PUNCT
esutjss-285	62	26	they	they	PRON
esutjss-285	62	27	are	be	AUX
esutjss-285	62	28	fatal	fatal	ADJ
esutjss-285	62	29	additions	addition	NOUN
esutjss-285	62	30	to	to	ADP
esutjss-285	62	31	a	a	DET
esutjss-285	62	32	man	man	NOUN
esutjss-285	62	33	with	with	ADP
esutjss-285	62	34	poor	poor	ADJ
esutjss-285	62	35	judgment	judgment	NOUN
esutjss-285	62	36	and	and	CCONJ
esutjss-285	62	37	over	over	ADP
esutjss-285	62	38	speeding	speeding	NOUN
esutjss-285	62	39	.	.	PUNCT
esutjss-285	63	1	another	another	DET
esutjss-285	63	2	factor	factor	NOUN
esutjss-285	63	3	is	be	AUX
esutjss-285	63	4	the	the	DET
esutjss-285	63	5	situational	situational	ADJ
esutjss-285	63	6	context	context	NOUN
esutjss-285	63	7	,	,	PUNCT
esutjss-285	63	8	either	either	CCONJ
esutjss-285	63	9	in	in	ADP
esutjss-285	63	10	the	the	DET
esutjss-285	63	11	city	city	NOUN
esutjss-285	63	12	or	or	CCONJ
esutjss-285	63	13	the	the	DET
esutjss-285	63	14	countryside	countryside	NOUN
esutjss-285	63	15	.	.	PUNCT
esutjss-285	64	1	roads	road	NOUN
esutjss-285	64	2	in	in	ADP
esutjss-285	64	3	urban	urban	ADJ
esutjss-285	64	4	areas	area	NOUN
esutjss-285	64	5	can	can	AUX
esutjss-285	64	6	be	be	AUX
esutjss-285	64	7	congested	congest	VERB
esutjss-285	64	8	and	and	CCONJ
esutjss-285	64	9	complex	complex	ADJ
esutjss-285	64	10	in	in	ADP
esutjss-285	64	11	terms	term	NOUN
esutjss-285	64	12	of	of	ADP
esutjss-285	64	13	signaling	signal	VERB
esutjss-285	64	14	whereas	whereas	SCONJ
esutjss-285	64	15	the	the	DET
esutjss-285	64	16	rural	rural	ADJ
esutjss-285	64	17	roads	road	NOUN
esutjss-285	64	18	do	do	AUX
esutjss-285	64	19	not	not	PART
esutjss-285	64	20	have	have	VERB
esutjss-285	64	21	guardrails	guardrail	NOUN
esutjss-285	64	22	,	,	PUNCT
esutjss-285	64	23	lighting	lighting	NOUN
esutjss-285	64	24	or	or	CCONJ
esutjss-285	64	25	any	any	DET
esutjss-285	64	26	sight	sight	NOUN
esutjss-285	64	27	improvement	improvement	NOUN
esutjss-285	64	28	measures	measure	NOUN
esutjss-285	64	29	.	.	PUNCT
esutjss-285	65	1	such	such	ADJ
esutjss-285	65	2	environmental	environmental	ADJ
esutjss-285	65	3	imbalances	imbalance	NOUN
esutjss-285	65	4	require	require	VERB
esutjss-285	65	5	the	the	DET
esutjss-285	65	6	sensitive	sensitive	ADJ
esutjss-285	65	7	context	context	NOUN
esutjss-285	65	8	-	-	PUNCT
esutjss-285	65	9	based	base	VERB
esutjss-285	65	10	infrastructure	infrastructure	NOUN
esutjss-285	65	11	solution	solution	NOUN
esutjss-285	65	12	.	.	PUNCT
esutjss-285	66	1	concerns	concern	NOUN
esutjss-285	66	2	of	of	ADP
esutjss-285	66	3	accident	accident	NOUN
esutjss-285	66	4	prevention	prevention	NOUN
esutjss-285	66	5	and	and	CCONJ
esutjss-285	66	6	prediction	prediction	NOUN
esutjss-285	66	7	have	have	AUX
esutjss-285	66	8	been	be	AUX
esutjss-285	66	9	provided	provide	VERB
esutjss-285	66	10	with	with	ADP
esutjss-285	66	11	new	new	ADJ
esutjss-285	66	12	opportunities	opportunity	NOUN
esutjss-285	66	13	offered	offer	VERB
esutjss-285	66	14	by	by	ADP
esutjss-285	66	15	technological	technological	ADJ
esutjss-285	66	16	progress	progress	NOUN
esutjss-285	66	17	.	.	PUNCT
esutjss-285	67	1	huang	huang	PROPN
esutjss-285	67	2	,	,	PUNCT
esutjss-285	67	3	wang	wang	PROPN
esutjss-285	67	4	,	,	PUNCT
esutjss-285	67	5	and	and	CCONJ
esutjss-285	67	6	sharma	sharma	PROPN
esutjss-285	67	7	(	(	PUNCT
esutjss-285	67	8	2020	2020	NUM
esutjss-285	67	9	)	)	PUNCT
esutjss-285	67	10	and	and	CCONJ
esutjss-285	67	11	pei	pei	PROPN
esutjss-285	67	12	,	,	PUNCT
esutjss-285	67	13	wen	wen	PROPN
esutjss-285	67	14	,	,	PUNCT
esutjss-285	67	15	and	and	CCONJ
esutjss-285	67	16	pan	pan	NOUN
esutjss-285	67	17	(	(	PUNCT
esutjss-285	67	18	2024	2024	NUM
esutjss-285	67	19	)	)	PUNCT
esutjss-285	67	20	emphasize	emphasize	VERB
esutjss-285	67	21	the	the	DET
esutjss-285	67	22	ability	ability	NOUN
esutjss-285	67	23	to	to	PART
esutjss-285	67	24	identify	identify	VERB
esutjss-285	67	25	central	central	ADJ
esutjss-285	67	26	predictors	predictor	NOUN
esutjss-285	67	27	of	of	ADP
esutjss-285	67	28	accidents	accident	NOUN
esutjss-285	67	29	in	in	ADP
esutjss-285	67	30	massive	massive	ADJ
esutjss-285	67	31	telemetry	telemetry	NOUN
esutjss-285	67	32	and	and	CCONJ
esutjss-285	67	33	sensor	sensor	NOUN
esutjss-285	67	34	databases	database	NOUN
esutjss-285	67	35	using	use	VERB
esutjss-285	67	36	deep	deep	ADJ
esutjss-285	67	37	learning	learning	NOUN
esutjss-285	67	38	and	and	CCONJ
esutjss-285	67	39	explainable	explainable	ADJ
esutjss-285	67	40	ai	ai	NOUN
esutjss-285	67	41	models	model	NOUN
esutjss-285	67	42	.	.	PUNCT
esutjss-285	68	1	the	the	DET
esutjss-285	68	2	adoption	adoption	NOUN
esutjss-285	68	3	of	of	ADP
esutjss-285	68	4	these	these	DET
esutjss-285	68	5	systems	system	NOUN
esutjss-285	68	6	is	be	AUX
esutjss-285	68	7	nevertheless	nevertheless	ADV
esutjss-285	68	8	patchy	patchy	ADJ
esutjss-285	68	9	,	,	PUNCT
esutjss-285	68	10	as	as	SCONJ
esutjss-285	68	11	developing	develop	VERB
esutjss-285	68	12	countries	country	NOUN
esutjss-285	68	13	do	do	AUX
esutjss-285	68	14	not	not	PART
esutjss-285	68	15	have	have	VERB
esutjss-285	68	16	the	the	DET
esutjss-285	68	17	digital	digital	ADJ
esutjss-285	68	18	networks	network	NOUN
esutjss-285	68	19	and	and	CCONJ
esutjss-285	68	20	institutional	institutional	ADJ
esutjss-285	68	21	capacity	capacity	NOUN
esutjss-285	68	22	to	to	PART
esutjss-285	68	23	implement	implement	VERB
esutjss-285	68	24	them	they	PRON
esutjss-285	68	25	successfully	successfully	ADV
esutjss-285	68	26	.	.	PUNCT
esutjss-285	69	1	nigerian	nigerian	ADJ
esutjss-285	69	2	road	road	NOUN
esutjss-285	69	3	infrastructure	infrastructure	NOUN
esutjss-285	69	4	and	and	CCONJ
esutjss-285	69	5	traffic	traffic	NOUN
esutjss-285	69	6	accidents	accident	NOUN
esutjss-285	69	7	road	road	NOUN
esutjss-285	69	8	traffic	traffic	NOUN
esutjss-285	69	9	crashes	crash	NOUN
esutjss-285	69	10	(	(	PUNCT
esutjss-285	69	11	rtcs	rtcs	NOUN
esutjss-285	69	12	)	)	PUNCT
esutjss-285	69	13	form	form	NOUN
esutjss-285	69	14	one	one	NUM
esutjss-285	69	15	of	of	ADP
esutjss-285	69	16	the	the	DET
esutjss-285	69	17	most	most	ADV
esutjss-285	69	18	severe	severe	ADJ
esutjss-285	69	19	crises	crisis	NOUN
esutjss-285	69	20	of	of	ADP
esutjss-285	69	21	public	public	ADJ
esutjss-285	69	22	health	health	NOUN
esutjss-285	69	23	,	,	PUNCT
esutjss-285	69	24	developing	developing	NOUN
esutjss-285	69	25	,	,	PUNCT
esutjss-285	69	26	and	and	CCONJ
esutjss-285	69	27	economic	economic	ADJ
esutjss-285	69	28	crises	crisis	NOUN
esutjss-285	69	29	in	in	ADP
esutjss-285	69	30	nigeria	nigeria	PROPN
esutjss-285	69	31	having	having	AUX
esutjss-285	69	32	always	always	ADV
esutjss-285	69	33	been	be	AUX
esutjss-285	69	34	a	a	DET
esutjss-285	69	35	leading	lead	VERB
esutjss-285	69	36	cause	cause	NOUN
esutjss-285	69	37	of	of	ADP
esutjss-285	69	38	untimely	untimely	ADJ
esutjss-285	69	39	deaths	death	NOUN
esutjss-285	69	40	and	and	CCONJ
esutjss-285	69	41	morbidity	morbidity	NOUN
esutjss-285	69	42	.	.	PUNCT
esutjss-285	70	1	such	such	ADJ
esutjss-285	70	2	suffering	suffering	NOUN
esutjss-285	70	3	and	and	CCONJ
esutjss-285	70	4	suffering	suffering	NOUN
esutjss-285	70	5	are	be	AUX
esutjss-285	70	6	not	not	PART
esutjss-285	70	7	only	only	ADV
esutjss-285	70	8	inhuman	inhuman	ADJ
esutjss-285	70	9	consequences	consequence	NOUN
esutjss-285	70	10	related	relate	VERB
esutjss-285	70	11	to	to	ADP
esutjss-285	70	12	the	the	DET
esutjss-285	70	13	number	number	NOUN
esutjss-285	70	14	of	of	ADP
esutjss-285	70	15	people	people	NOUN
esutjss-285	70	16	killed	kill	VERB
esutjss-285	70	17	,	,	PUNCT
esutjss-285	70	18	lives	life	NOUN
esutjss-285	70	19	ruined	ruin	VERB
esutjss-285	70	20	,	,	PUNCT
esutjss-285	70	21	persons	person	NOUN
esutjss-285	70	22	permanently	permanently	ADV
esutjss-285	70	23	handicapped	handicapped	ADJ
esutjss-285	70	24	,	,	PUNCT
esutjss-285	70	25	and	and	CCONJ
esutjss-285	70	26	psychological	psychological	ADJ
esutjss-285	70	27	shocks	shock	NOUN
esutjss-285	70	28	to	to	ADP
esutjss-285	70	29	the	the	DET
esutjss-285	70	30	affected	affected	ADJ
esutjss-285	70	31	individuals	individual	NOUN
esutjss-285	70	32	,	,	PUNCT
esutjss-285	70	33	but	but	CCONJ
esutjss-285	70	34	also	also	ADV
esutjss-285	70	35	present	present	VERB
esutjss-285	70	36	an	an	DET
esutjss-285	70	37	enormous	enormous	ADJ
esutjss-285	70	38	economic	economic	ADJ
esutjss-285	70	39	burden	burden	NOUN
esutjss-285	70	40	on	on	ADP
esutjss-285	70	41	productivity	productivity	NOUN
esutjss-285	70	42	,	,	PUNCT
esutjss-285	70	43	health	health	NOUN
esutjss-285	70	44	care	care	NOUN
esutjss-285	70	45	sectors	sector	NOUN
esutjss-285	70	46	,	,	PUNCT
esutjss-285	70	47	and	and	CCONJ
esutjss-285	70	48	insurance	insurance	NOUN
esutjss-285	70	49	provided	provide	VERB
esutjss-285	70	50	in	in	ADP
esutjss-285	70	51	society	society	NOUN
esutjss-285	70	52	as	as	ADV
esutjss-285	70	53	well	well	ADV
esutjss-285	70	54	as	as	ADP
esutjss-285	70	55	transport	transport	NOUN
esutjss-285	70	56	logistics	logistic	NOUN
esutjss-285	70	57	(	(	PUNCT
esutjss-285	70	58	noah	noah	PROPN
esutjss-285	70	59	,	,	PUNCT
esutjss-285	70	60	2025	2025	NUM
esutjss-285	70	61	;	;	PUNCT
esutjss-285	70	62	tandrayen	tandrayen	NOUN
esutjss-285	70	63	-	-	PUNCT
esutjss-285	70	64	ragoobur	ragoobur	NOUN
esutjss-285	70	65	,	,	PUNCT
esutjss-285	70	66	2025	2025	NUM
esutjss-285	70	67	;	;	PUNCT
esutjss-285	70	68	afolabi	afolabi	NOUN
esutjss-285	70	69	&	&	CCONJ
esutjss-285	70	70	gbadamosi	gbadamosi	NOUN
esutjss-285	70	71	,	,	PUNCT
esutjss-285	70	72	2017	2017	NUM
esutjss-285	70	73	)	)	PUNCT
esutjss-285	70	74	.	.	PUNCT
esutjss-285	71	1	since	since	SCONJ
esutjss-285	71	2	nigeria	nigeria	PROPN
esutjss-285	71	3	moves	move	VERB
esutjss-285	71	4	on	on	ADP
esutjss-285	71	5	to	to	ADP
esutjss-285	71	6	its	its	PRON
esutjss-285	71	7	national	national	ADJ
esutjss-285	71	8	development	development	NOUN
esutjss-285	71	9	agenda	agenda	NOUN
esutjss-285	71	10	,	,	PUNCT
esutjss-285	71	11	it	it	PRON
esutjss-285	71	12	becomes	become	VERB
esutjss-285	71	13	increasingly	increasingly	ADV
esutjss-285	71	14	imperative	imperative	ADJ
esutjss-285	71	15	to	to	PART
esutjss-285	71	16	analyze	analyze	VERB
esutjss-285	71	17	and	and	CCONJ
esutjss-285	71	18	comprehensively	comprehensively	ADV
esutjss-285	71	19	conceptualise	conceptualise	VERB
esutjss-285	71	20	the	the	DET
esutjss-285	71	21	multiple	multiple	ADJ
esutjss-285	71	22	causalities	causality	NOUN
esutjss-285	71	23	of	of	ADP
esutjss-285	71	24	rtcs	rtcs	NOUN
esutjss-285	71	25	in	in	ADP
esutjss-285	71	26	an	an	DET
esutjss-285	71	27	attempt	attempt	NOUN
esutjss-285	71	28	to	to	PART
esutjss-285	71	29	think	think	VERB
esutjss-285	71	30	systematically	systematically	ADV
esutjss-285	71	31	.	.	PUNCT
esutjss-285	72	1	recent	recent	ADJ
esutjss-285	72	2	empirical	empirical	ADJ
esutjss-285	72	3	research	research	NOUN
esutjss-285	72	4	findings	finding	NOUN
esutjss-285	72	5	have	have	AUX
esutjss-285	72	6	shed	shed	VERB
esutjss-285	72	7	critical	critical	ADJ
esutjss-285	72	8	light	light	NOUN
esutjss-285	72	9	on	on	ADP
esutjss-285	72	10	the	the	DET
esutjss-285	72	11	regional	regional	ADJ
esutjss-285	72	12	and	and	CCONJ
esutjss-285	72	13	systemic	systemic	ADJ
esutjss-285	72	14	aspects	aspect	NOUN
esutjss-285	72	15	of	of	ADP
esutjss-285	72	16	road	road	NOUN
esutjss-285	72	17	crashes	crash	NOUN
esutjss-285	72	18	in	in	ADP
esutjss-285	72	19	nigeria	nigeria	PROPN
esutjss-285	72	20	.	.	PUNCT
esutjss-285	73	1	specifically	specifically	ADV
esutjss-285	73	2	,	,	PUNCT
esutjss-285	73	3	awoniyi	awoniyi	VERB
esutjss-285	73	4	et	et	PROPN
esutjss-285	73	5	al	al	PROPN
esutjss-285	73	6	.	.	PROPN
esutjss-285	74	1	(	(	PUNCT
esutjss-285	74	2	2022	2022	NUM
esutjss-285	74	3	)	)	PUNCT
esutjss-285	74	4	employed	employ	VERB
esutjss-285	74	5	disaggregated	disaggregate	VERB
esutjss-285	74	6	national	national	ADJ
esutjss-285	74	7	data	datum	NOUN
esutjss-285	74	8	in	in	ADP
esutjss-285	74	9	a	a	DET
esutjss-285	74	10	longitudinal	longitudinal	ADJ
esutjss-285	74	11	trend	trend	NOUN
esutjss-285	74	12	analysis	analysis	NOUN
esutjss-285	74	13	of	of	ADP
esutjss-285	74	14	rtcs	rtcs	NOUN
esutjss-285	74	15	and	and	CCONJ
esutjss-285	74	16	established	establish	VERB
esutjss-285	74	17	the	the	DET
esutjss-285	74	18	intensification	intensification	NOUN
esutjss-285	74	19	of	of	ADP
esutjss-285	74	20	the	the	DET
esutjss-285	74	21	prevalence	prevalence	NOUN
esutjss-285	74	22	and	and	CCONJ
esutjss-285	74	23	severity	severity	NOUN
esutjss-285	74	24	of	of	ADP
esutjss-285	74	25	crashes	crash	NOUN
esutjss-285	74	26	in	in	ADP
esutjss-285	74	27	recent	recent	ADJ
esutjss-285	74	28	years	year	NOUN
esutjss-285	74	29	,	,	PUNCT
esutjss-285	74	30	especially	especially	ADV
esutjss-285	74	31	in	in	ADP
esutjss-285	74	32	the	the	DET
esutjss-285	74	33	southern	southern	ADJ
esutjss-285	74	34	geopolitical	geopolitical	ADJ
esutjss-285	74	35	zones	zone	NOUN
esutjss-285	74	36	.	.	PUNCT
esutjss-285	75	1	their	their	PRON
esutjss-285	75	2	results	result	NOUN
esutjss-285	75	3	reflect	reflect	VERB
esutjss-285	75	4	the	the	DET
esutjss-285	75	5	geographical	geographical	ADJ
esutjss-285	75	6	differences	difference	NOUN
esutjss-285	75	7	also	also	ADV
esutjss-285	75	8	noticed	notice	VERB
esutjss-285	75	9	by	by	ADP
esutjss-285	75	10	ezeibe	ezeibe	PROPN
esutjss-285	75	11	et	et	PROPN
esutjss-285	75	12	al	al	PROPN
esutjss-285	75	13	.	.	PROPN
esutjss-285	76	1	(	(	PUNCT
esutjss-285	76	2	2019	2019	NUM
esutjss-285	76	3	)	)	PUNCT
esutjss-285	76	4	,	,	PUNCT
esutjss-285	76	5	who	who	PRON
esutjss-285	76	6	point	point	VERB
esutjss-285	76	7	at	at	ADP
esutjss-285	76	8	the	the	DET
esutjss-285	76	9	infrastructural	infrastructural	ADJ
esutjss-285	76	10	insufficiencies	insufficiency	NOUN
esutjss-285	76	11	,	,	PUNCT
esutjss-285	76	12	namely	namely	ADV
esutjss-285	76	13	traffic	traffic	NOUN
esutjss-285	76	14	-	-	PUNCT
esutjss-285	76	15	sign	sign	NOUN
esutjss-285	76	16	shortages	shortage	NOUN
esutjss-285	76	17	,	,	PUNCT
esutjss-285	76	18	to	to	PART
esutjss-285	76	19	contribute	contribute	VERB
esutjss-285	76	20	to	to	ADP
esutjss-285	76	21	the	the	DET
esutjss-285	76	22	increased	increase	VERB
esutjss-285	76	23	rate	rate	NOUN
esutjss-285	76	24	of	of	ADP
esutjss-285	76	25	crash	crash	NOUN
esutjss-285	76	26	occurrences	occurrence	NOUN
esutjss-285	76	27	in	in	ADP
esutjss-285	76	28	southeastern	southeastern	ADJ
esutjss-285	76	29	corridors	corridor	NOUN
esutjss-285	76	30	.	.	PUNCT
esutjss-285	77	1	a	a	DET
esutjss-285	77	2	similar	similar	ADJ
esutjss-285	77	3	idea	idea	NOUN
esutjss-285	77	4	was	be	AUX
esutjss-285	77	5	supported	support	VERB
esutjss-285	77	6	by	by	ADP
esutjss-285	77	7	a	a	DET
esutjss-285	77	8	recent	recent	ADJ
esutjss-285	77	9	study	study	NOUN
esutjss-285	77	10	performed	perform	VERB
esutjss-285	77	11	with	with	ADP
esutjss-285	77	12	the	the	DET
esutjss-285	77	13	use	use	NOUN
esutjss-285	77	14	of	of	ADP
esutjss-285	77	15	six	six	NUM
esutjss-285	77	16	sigma	sigma	NOUN
esutjss-285	77	17	(	(	PUNCT
esutjss-285	77	18	dmaic	dmaic	ADJ
esutjss-285	77	19	)	)	PUNCT
esutjss-285	77	20	analytical	analytical	ADJ
esutjss-285	77	21	method	method	NOUN
esutjss-285	77	22	on	on	ADP
esutjss-285	77	23	rtc	rtc	PROPN
esutjss-285	77	24	causation	causation	NOUN
esutjss-285	77	25	across	across	ADP
esutjss-285	77	26	the	the	DET
esutjss-285	77	27	southsouth	southsouth	NOUN
esutjss-285	77	28	and	and	CCONJ
esutjss-285	77	29	southeast	southeast	ADJ
esutjss-285	77	30	regions	region	NOUN
esutjss-285	77	31	of	of	ADP
esutjss-285	77	32	nigeria	nigeria	PROPN
esutjss-285	77	33	,	,	PUNCT
esutjss-285	77	34	which	which	PRON
esutjss-285	77	35	revealed	reveal	VERB
esutjss-285	77	36	significant	significant	ADJ
esutjss-285	77	37	geographic	geographic	ADJ
esutjss-285	77	38	disparities	disparity	NOUN
esutjss-285	77	39	in	in	ADP
esutjss-285	77	40	accidents	accident	NOUN
esutjss-285	77	41	outcomes	outcome	NOUN
esutjss-285	77	42	reported	report	VERB
esutjss-285	77	43	during	during	ADP
esutjss-285	77	44	20202023	20202023	NUM
esutjss-285	77	45	periods	period	NOUN
esutjss-285	77	46	.	.	PUNCT
esutjss-285	78	1	the	the	DET
esutjss-285	78	2	south	south	PROPN
esutjss-285	78	3	-	-	PUNCT
esutjss-285	78	4	south	south	NOUN
esutjss-285	78	5	area	area	NOUN
esutjss-285	78	6	had	have	VERB
esutjss-285	78	7	a	a	DET
esutjss-285	78	8	much	much	ADV
esutjss-285	78	9	higher	high	ADJ
esutjss-285	78	10	percentage	percentage	NOUN
esutjss-285	78	11	of	of	ADP
esutjss-285	78	12	crashes	crash	NOUN
esutjss-285	78	13	that	that	PRON
esutjss-285	78	14	were	be	AUX
esutjss-285	78	15	fatal	fatal	ADJ
esutjss-285	78	16	,	,	PUNCT
esutjss-285	78	17	17.5	17.5	NUM
esutjss-285	78	18	percent	percent	NOUN
esutjss-285	78	19	of	of	ADP
esutjss-285	78	20	total	total	ADJ
esutjss-285	78	21	incidents	incident	NOUN
esutjss-285	78	22	as	as	SCONJ
esutjss-285	78	23	compared	compare	VERB
esutjss-285	78	24	to	to	ADP
esutjss-285	78	25	14.4	14.4	NUM
esutjss-285	78	26	percent	percent	NOUN
esutjss-285	78	27	in	in	ADP
esutjss-285	78	28	the	the	DET
esutjss-285	78	29	southeast	southeast	NOUN
esutjss-285	78	30	.	.	PUNCT
esutjss-285	79	1	these	these	DET
esutjss-285	79	2	geographic	geographic	ADJ
esutjss-285	79	3	areas	area	NOUN
esutjss-285	79	4	were	be	AUX
esutjss-285	79	5	similar	similar	ADJ
esutjss-285	79	6	in	in	ADP
esutjss-285	79	7	terms	term	NOUN
esutjss-285	79	8	of	of	ADP
esutjss-285	79	9	terrain	terrain	NOUN
esutjss-285	79	10	and	and	CCONJ
esutjss-285	79	11	people	people	NOUN
esutjss-285	79	12	but	but	CCONJ
esutjss-285	79	13	displayed	display	VERB
esutjss-285	79	14	considerable	considerable	ADJ
esutjss-285	79	15	completions	completion	NOUN
esutjss-285	79	16	in	in	ADP
esutjss-285	79	17	case	case	NOUN
esutjss-285	79	18	fatality	fatality	NOUN
esutjss-285	79	19	and	and	CCONJ
esutjss-285	79	20	severity	severity	NOUN
esutjss-285	79	21	of	of	ADP
esutjss-285	79	22	injury	injury	NOUN
esutjss-285	79	23	,	,	PUNCT
esutjss-285	79	24	highlighting	highlight	VERB
esutjss-285	79	25	the	the	DET
esutjss-285	79	26	roles	role	NOUN
esutjss-285	79	27	played	play	VERB
esutjss-285	79	28	by	by	ADP
esutjss-285	79	29	region	region	NOUN
esutjss-285	79	30	-	-	PUNCT
esutjss-285	79	31	specific	specific	ADJ
esutjss-285	79	32	infrastructural	infrastructural	ADJ
esutjss-285	79	33	,	,	PUNCT
esutjss-285	79	34	behavioral	behavioral	ADJ
esutjss-285	79	35	,	,	PUNCT
esutjss-285	79	36	and	and	CCONJ
esutjss-285	79	37	enforcement	enforcement	NOUN
esutjss-285	79	38	dynamics	dynamic	NOUN
esutjss-285	79	39	in	in	ADP
esutjss-285	79	40	exposure	exposure	NOUN
esutjss-285	79	41	to	to	ADP
esutjss-285	79	42	accidents	accident	NOUN
esutjss-285	79	43	(	(	PUNCT
esutjss-285	79	44	bayode	bayode	NOUN
esutjss-285	79	45	,	,	PUNCT
esutjss-285	79	46	aderinola	aderinola	PROPN
esutjss-285	79	47	,	,	PUNCT
esutjss-285	79	48	&	&	CCONJ
esutjss-285	79	49	oluyemi	oluyemi	ADJ
esutjss-285	79	50	-	-	PUNCT
esutjss-285	79	51	ayibiowu	ayibiowu	ADJ
esutjss-285	79	52	,	,	PUNCT
esutjss-285	79	53	2025	2025	NUM
esutjss-285	79	54	;	;	PUNCT
esutjss-285	79	55	kenneth	kenneth	PROPN
esutjss-285	79	56	,	,	PUNCT
esutjss-285	79	57	2021	2021	NUM
esutjss-285	79	58	)	)	PUNCT
esutjss-285	79	59	.	.	PUNCT
esutjss-285	80	1	most	most	ADV
esutjss-285	80	2	importantly	importantly	ADV
esutjss-285	80	3	,	,	PUNCT
esutjss-285	80	4	these	these	DET
esutjss-285	80	5	studies	study	NOUN
esutjss-285	80	6	all	all	DET
esutjss-285	80	7	point	point	VERB
esutjss-285	80	8	to	to	ADP
esutjss-285	80	9	a	a	DET
esutjss-285	80	10	single	single	ADJ
esutjss-285	80	11	,	,	PUNCT
esutjss-285	80	12	dominant	dominant	ADJ
esutjss-285	80	13	causative	causative	ADJ
esutjss-285	80	14	factor	factor	NOUN
esutjss-285	80	15	,	,	PUNCT
esutjss-285	80	16	which	which	PRON
esutjss-285	80	17	is	be	AUX
esutjss-285	80	18	speeding	speed	VERB
esutjss-285	80	19	violations	violation	NOUN
esutjss-285	80	20	.	.	PUNCT
esutjss-285	81	1	throughout	throughout	ADP
esutjss-285	81	2	the	the	DET
esutjss-285	81	3	dataset	dataset	NOUN
esutjss-285	81	4	,	,	PUNCT
esutjss-285	81	5	speeding	speed	VERB
esutjss-285	81	6	as	as	ADP
esutjss-285	81	7	an	an	DET
esutjss-285	81	8	isolated	isolated	ADJ
esutjss-285	81	9	cause	cause	NOUN
esutjss-285	81	10	of	of	ADP
esutjss-285	81	11	crashes	crash	NOUN
esutjss-285	81	12	comprised	comprise	VERB
esutjss-285	81	13	more	more	ADJ
esutjss-285	81	14	than	than	ADP
esutjss-285	81	15	a	a	DET
esutjss-285	81	16	third	third	NOUN
esutjss-285	81	17	of	of	ADP
esutjss-285	81	18	total	total	ADJ
esutjss-285	81	19	accidents	accident	NOUN
esutjss-285	81	20	and	and	CCONJ
esutjss-285	81	21	exceeded	exceed	VERB
esutjss-285	81	22	half	half	NOUN
esutjss-285	81	23	of	of	ADP
esutjss-285	81	24	the	the	DET
esutjss-285	81	25	crash	crash	NOUN
esutjss-285	81	26	record	record	NOUN
esutjss-285	81	27	in	in	ADP
esutjss-285	81	28	certain	certain	ADJ
esutjss-285	81	29	locations	location	NOUN
esutjss-285	81	30	(	(	PUNCT
esutjss-285	81	31	uzondu	uzondu	NOUN
esutjss-285	81	32	,	,	PUNCT
esutjss-285	81	33	jamson	jamson	PROPN
esutjss-285	81	34	,	,	PUNCT
esutjss-285	81	35	&	&	CCONJ
esutjss-285	81	36	marsden	marsden	PROPN
esutjss-285	81	37	,	,	PUNCT
esutjss-285	81	38	2022	2022	NUM
esutjss-285	81	39	;	;	PUNCT
esutjss-285	81	40	mahmud	mahmud	PROPN
esutjss-285	81	41	,	,	PUNCT
esutjss-285	81	42	ogunlana	ogunlana	PROPN
esutjss-285	81	43	,	,	PUNCT
esutjss-285	81	44	&	&	CCONJ
esutjss-285	81	45	hong	hong	PROPN
esutjss-285	81	46	,	,	PUNCT
esutjss-285	81	47	2021	2021	NUM
esutjss-285	81	48	)	)	PUNCT
esutjss-285	81	49	.	.	PUNCT
esutjss-285	82	1	this	this	PRON
esutjss-285	82	2	is	be	AUX
esutjss-285	82	3	not	not	PART
esutjss-285	82	4	only	only	ADV
esutjss-285	82	5	an	an	DET
esutjss-285	82	6	indication	indication	NOUN
esutjss-285	82	7	of	of	ADP
esutjss-285	82	8	driving	drive	VERB
esutjss-285	82	9	recklessness	recklessness	NOUN
esutjss-285	82	10	by	by	ADP
esutjss-285	82	11	individuals	individual	NOUN
esutjss-285	82	12	,	,	PUNCT
esutjss-285	82	13	but	but	CCONJ
esutjss-285	82	14	also	also	ADV
esutjss-285	82	15	indicative	indicative	ADJ
esutjss-285	82	16	of	of	ADP
esutjss-285	82	17	the	the	DET
esutjss-285	82	18	regulatory	regulatory	ADJ
esutjss-285	82	19	and	and	CCONJ
esutjss-285	82	20	infrastructural	infrastructural	ADJ
esutjss-285	82	21	failure	failure	NOUN
esutjss-285	82	22	of	of	ADP
esutjss-285	82	23	the	the	DET
esutjss-285	82	24	system	system	NOUN
esutjss-285	82	25	such	such	ADJ
esutjss-285	82	26	as	as	ADP
esutjss-285	82	27	poor	poor	ADJ
esutjss-285	82	28	speed	speed	NOUN
esutjss-285	82	29	calming	calm	VERB
esutjss-285	82	30	infrastructure	infrastructure	NOUN
esutjss-285	82	31	,	,	PUNCT
esutjss-285	82	32	the	the	DET
esutjss-285	82	33	lack	lack	NOUN
esutjss-285	82	34	of	of	ADP
esutjss-285	82	35	surveillance	surveillance	NOUN
esutjss-285	82	36	technology	technology	NOUN
esutjss-285	82	37	and	and	CCONJ
esutjss-285	82	38	the	the	DET
esutjss-285	82	39	lack	lack	NOUN
esutjss-285	82	40	of	of	ADP
esutjss-285	82	41	police	police	NOUN
esutjss-285	82	42	manpower	manpower	NOUN
esutjss-285	82	43	.	.	PUNCT
esutjss-285	83	1	the	the	DET
esutjss-285	83	2	federal	federal	ADJ
esutjss-285	83	3	road	road	PROPN
esutjss-285	83	4	safety	safety	NOUN
esutjss-285	83	5	corps	corps	NOUN
esutjss-285	83	6	(	(	PUNCT
esutjss-285	83	7	frsc	frsc	NOUN
esutjss-285	83	8	)	)	PUNCT
esutjss-285	83	9	,	,	PUNCT
esutjss-285	83	10	nigeria	nigeria	PROPN
esutjss-285	83	11	's	's	PART
esutjss-285	83	12	statutory	statutory	ADJ
esutjss-285	83	13	road	road	PROPN
esutjss-285	83	14	safety	safety	NOUN
esutjss-285	83	15	agency	agency	NOUN
esutjss-285	83	16	,	,	PUNCT
esutjss-285	83	17	continues	continue	VERB
esutjss-285	83	18	to	to	PART
esutjss-285	83	19	issue	issue	VERB
esutjss-285	83	20	quarterly	quarterly	ADJ
esutjss-285	83	21	statistics	statistic	NOUN
esutjss-285	83	22	revealing	reveal	VERB
esutjss-285	83	23	a	a	DET
esutjss-285	83	24	persistently	persistently	ADV
esutjss-285	83	25	high	high	ADJ
esutjss-285	83	26	incidence	incidence	NOUN
esutjss-285	83	27	of	of	ADP
esutjss-285	83	28	crashes	crash	NOUN
esutjss-285	83	29	.	.	PUNCT
esutjss-285	84	1	case	case	NOUN
esutjss-285	84	2	in	in	ADP
esutjss-285	84	3	point	point	NOUN
esutjss-285	84	4	,	,	PUNCT
esutjss-285	84	5	during	during	ADP
esutjss-285	84	6	the	the	DET
esutjss-285	84	7	first	first	ADJ
esutjss-285	84	8	quarter	quarter	NOUN
esutjss-285	84	9	of	of	ADP
esutjss-285	84	10	2025	2025	NUM
esutjss-285	84	11	,	,	PUNCT
esutjss-285	84	12	the	the	DET
esutjss-285	84	13	frsc	frsc	NOUN
esutjss-285	84	14	noted	note	VERB
esutjss-285	84	15	2,650	2,650	NUM
esutjss-285	84	16	rtcs	rtcs	NOUN
esutjss-285	84	17	leading	lead	VERB
esutjss-285	84	18	to	to	ADP
esutjss-285	84	19	1,593	1,593	NUM
esutjss-285	84	20	deaths	death	NOUN
esutjss-285	84	21	,	,	PUNCT
esutjss-285	84	22	levels	level	NOUN
esutjss-285	84	23	235	235	NUM
esutjss-285	84	24	that	that	PRON
esutjss-285	84	25	indicate	indicate	VERB
esutjss-285	84	26	a	a	DET
esutjss-285	84	27	national	national	ADJ
esutjss-285	84	28	emergency	emergency	NOUN
esutjss-285	84	29	(	(	PUNCT
esutjss-285	84	30	atubi	atubi	NOUN
esutjss-285	84	31	,	,	PUNCT
esutjss-285	84	32	2021	2021	NUM
esutjss-285	84	33	;	;	PUNCT
esutjss-285	84	34	mohammed	mohammed	PROPN
esutjss-285	84	35	et	et	PROPN
esutjss-285	84	36	al	al	PROPN
esutjss-285	84	37	.	.	PROPN
esutjss-285	84	38	,	,	PUNCT
esutjss-285	84	39	2019	2019	NUM
esutjss-285	84	40	)	)	PUNCT
esutjss-285	84	41	.	.	PUNCT
esutjss-285	85	1	these	these	DET
esutjss-285	85	2	statistics	statistic	NOUN
esutjss-285	85	3	underscore	underscore	VERB
esutjss-285	85	4	the	the	DET
esutjss-285	85	5	idea	idea	NOUN
esutjss-285	85	6	that	that	SCONJ
esutjss-285	85	7	interventions	intervention	NOUN
esutjss-285	85	8	to	to	ADP
esutjss-285	85	9	date	date	NOUN
esutjss-285	85	10	have	have	AUX
esutjss-285	85	11	lacked	lack	VERB
esutjss-285	85	12	systemic	systemic	ADJ
esutjss-285	85	13	traction	traction	NOUN
esutjss-285	85	14	or	or	CCONJ
esutjss-285	85	15	sustainability	sustainability	NOUN
esutjss-285	85	16	,	,	PUNCT
esutjss-285	85	17	and	and	CCONJ
esutjss-285	85	18	questions	question	VERB
esutjss-285	85	19	institutional	institutional	ADJ
esutjss-285	85	20	capacity	capacity	NOUN
esutjss-285	85	21	,	,	PUNCT
esutjss-285	85	22	coordination	coordination	NOUN
esutjss-285	85	23	,	,	PUNCT
esutjss-285	85	24	and	and	CCONJ
esutjss-285	85	25	accountability	accountability	NOUN
esutjss-285	85	26	mechanisms	mechanism	NOUN
esutjss-285	85	27	.	.	PUNCT
esutjss-285	86	1	besides	besides	SCONJ
esutjss-285	86	2	human	human	ADJ
esutjss-285	86	3	costs	cost	NOUN
esutjss-285	86	4	,	,	PUNCT
esutjss-285	86	5	the	the	DET
esutjss-285	86	6	economic	economic	ADJ
esutjss-285	86	7	impact	impact	NOUN
esutjss-285	86	8	is	be	AUX
esutjss-285	86	9	far	far	ADV
esutjss-285	86	10	-	-	PUNCT
esutjss-285	86	11	reaching	reach	VERB
esutjss-285	86	12	.	.	PUNCT
esutjss-285	87	1	according	accord	VERB
esutjss-285	87	2	to	to	ADP
esutjss-285	87	3	sbm	sbm	PROPN
esutjss-285	87	4	intelligence	intelligence	PROPN
esutjss-285	87	5	(	(	PUNCT
esutjss-285	87	6	2025	2025	NUM
esutjss-285	87	7	)	)	PUNCT
esutjss-285	87	8	and	and	CCONJ
esutjss-285	87	9	intertransport	intertransport	NOUN
esutjss-285	87	10	(	(	PUNCT
esutjss-285	87	11	2025	2025	NUM
esutjss-285	87	12	)	)	PUNCT
esutjss-285	87	13	,	,	PUNCT
esutjss-285	87	14	negative	negative	ADJ
esutjss-285	87	15	road	road	NOUN
esutjss-285	87	16	infrastructure	infrastructure	NOUN
esutjss-285	87	17	design	design	NOUN
esutjss-285	87	18	indirectly	indirectly	ADV
esutjss-285	87	19	affects	affect	VERB
esutjss-285	87	20	national	national	ADJ
esutjss-285	87	21	productivity	productivity	NOUN
esutjss-285	87	22	by	by	ADP
esutjss-285	87	23	increasing	increase	VERB
esutjss-285	87	24	the	the	DET
esutjss-285	87	25	cost	cost	NOUN
esutjss-285	87	26	of	of	ADP
esutjss-285	87	27	using	use	VERB
esutjss-285	87	28	a	a	DET
esutjss-285	87	29	vehicle	vehicle	NOUN
esutjss-285	87	30	,	,	PUNCT
esutjss-285	87	31	slowing	slow	VERB
esutjss-285	87	32	logistics	logistic	NOUN
esutjss-285	87	33	operations	operation	NOUN
esutjss-285	87	34	,	,	PUNCT
esutjss-285	87	35	spoiling	spoil	VERB
esutjss-285	87	36	perishable	perishable	ADJ
esutjss-285	87	37	items	item	NOUN
esutjss-285	87	38	and	and	CCONJ
esutjss-285	87	39	putting	put	VERB
esutjss-285	87	40	off	off	ADP
esutjss-285	87	41	regional	regional	ADJ
esutjss-285	87	42	trade	trade	NOUN
esutjss-285	87	43	.	.	PUNCT
esutjss-285	88	1	it	it	PRON
esutjss-285	88	2	is	be	AUX
esutjss-285	88	3	estimated	estimate	VERB
esutjss-285	88	4	that	that	SCONJ
esutjss-285	88	5	bad	bad	ADJ
esutjss-285	88	6	roads	road	NOUN
esutjss-285	88	7	and	and	CCONJ
esutjss-285	88	8	rtcs	rtcs	NOUN
esutjss-285	88	9	cause	cause	VERB
esutjss-285	88	10	1	1	NUM
esutjss-285	88	11	trillion	trillion	NUM
esutjss-285	88	12	nigerian	nigerian	ADJ
esutjss-285	88	13	naira	naira	PROPN
esutjss-285	88	14	in	in	ADP
esutjss-285	88	15	annual	annual	ADJ
esutjss-285	88	16	losses	loss	NOUN
esutjss-285	88	17	,	,	PUNCT
esutjss-285	88	18	including	include	VERB
esutjss-285	88	19	medical	medical	ADJ
esutjss-285	88	20	expenses	expense	NOUN
esutjss-285	88	21	,	,	PUNCT
esutjss-285	88	22	vehicle	vehicle	NOUN
esutjss-285	88	23	repairs	repair	NOUN
esutjss-285	88	24	,	,	PUNCT
esutjss-285	88	25	and	and	CCONJ
esutjss-285	88	26	lost	lose	VERB
esutjss-285	88	27	productivity	productivity	NOUN
esutjss-285	88	28	,	,	PUNCT
esutjss-285	88	29	as	as	ADV
esutjss-285	88	30	well	well	ADV
esutjss-285	88	31	as	as	ADP
esutjss-285	88	32	insurance	insurance	NOUN
esutjss-285	88	33	claims	claim	NOUN
esutjss-285	88	34	(	(	PUNCT
esutjss-285	88	35	ben	ben	PROPN
esutjss-285	88	36	,	,	PUNCT
esutjss-285	88	37	2019	2019	NUM
esutjss-285	88	38	;	;	PUNCT
esutjss-285	88	39	tandrayen	tandrayen	NOUN
esutjss-285	88	40	-	-	PUNCT
esutjss-285	88	41	ragoobur	ragoobur	NOUN
esutjss-285	88	42	,	,	PUNCT
esutjss-285	88	43	2025	2025	NUM
esutjss-285	88	44	)	)	PUNCT
esutjss-285	88	45	.	.	PUNCT
esutjss-285	89	1	road	road	NOUN
esutjss-285	89	2	infrastructure	infrastructure	NOUN
esutjss-285	89	3	challenges	challenge	NOUN
esutjss-285	89	4	in	in	ADP
esutjss-285	89	5	nigeria	nigeria	PRON
esutjss-285	89	6	with	with	ADP
esutjss-285	89	7	a	a	DET
esutjss-285	89	8	road	road	NOUN
esutjss-285	89	9	network	network	NOUN
esutjss-285	89	10	of	of	ADP
esutjss-285	89	11	more	more	ADJ
esutjss-285	89	12	than	than	ADP
esutjss-285	89	13	195,000	195,000	NUM
esutjss-285	89	14	kilometers	kilometer	NOUN
esutjss-285	89	15	,	,	PUNCT
esutjss-285	89	16	nigeria	nigeria	PROPN
esutjss-285	89	17	has	have	VERB
esutjss-285	89	18	one	one	NUM
esutjss-285	89	19	of	of	ADP
esutjss-285	89	20	the	the	DET
esutjss-285	89	21	largest	large	ADJ
esutjss-285	89	22	road	road	NOUN
esutjss-285	89	23	networks	network	NOUN
esutjss-285	89	24	in	in	ADP
esutjss-285	89	25	africa	africa	PROPN
esutjss-285	89	26	,	,	PUNCT
esutjss-285	89	27	but	but	CCONJ
esutjss-285	89	28	also	also	ADV
esutjss-285	89	29	among	among	ADP
esutjss-285	89	30	the	the	DET
esutjss-285	89	31	most	most	ADV
esutjss-285	89	32	poorly	poorly	ADV
esutjss-285	89	33	maintained	maintain	VERB
esutjss-285	89	34	.	.	PUNCT
esutjss-285	90	1	more	more	ADJ
esutjss-285	90	2	than	than	ADP
esutjss-285	90	3	63	63	NUM
esutjss-285	90	4	per	per	ADP
esutjss-285	90	5	cent	cent	NOUN
esutjss-285	90	6	of	of	ADP
esutjss-285	90	7	these	these	DET
esutjss-285	90	8	roads	road	NOUN
esutjss-285	90	9	are	be	AUX
esutjss-285	90	10	categorised	categorise	VERB
esutjss-285	90	11	as	as	ADP
esutjss-285	90	12	being	be	AUX
esutjss-285	90	13	under	under	ADP
esutjss-285	90	14	poor	poor	ADJ
esutjss-285	90	15	condition	condition	NOUN
esutjss-285	90	16	mainly	mainly	ADV
esutjss-285	90	17	because	because	SCONJ
esutjss-285	90	18	of	of	ADP
esutjss-285	90	19	a	a	DET
esutjss-285	90	20	long	long	ADJ
esutjss-285	90	21	-	-	PUNCT
esutjss-285	90	22	term	term	NOUN
esutjss-285	90	23	under	under	ADP
esutjss-285	90	24	investment	investment	NOUN
esutjss-285	90	25	in	in	ADP
esutjss-285	90	26	roads	road	NOUN
esutjss-285	90	27	,	,	PUNCT
esutjss-285	90	28	poor	poor	ADJ
esutjss-285	90	29	development	development	NOUN
esutjss-285	90	30	and	and	CCONJ
esutjss-285	90	31	little	little	ADJ
esutjss-285	90	32	maintenance	maintenance	NOUN
esutjss-285	90	33	(	(	PUNCT
esutjss-285	90	34	agusto	agusto	ADJ
esutjss-285	90	35	research	research	NOUN
esutjss-285	90	36	,	,	PUNCT
esutjss-285	90	37	2022	2022	NUM
esutjss-285	90	38	;	;	PUNCT
esutjss-285	90	39	adepoju	adepoju	NOUN
esutjss-285	90	40	,	,	PUNCT
esutjss-285	90	41	2021	2021	NUM
esutjss-285	90	42	)	)	PUNCT
esutjss-285	90	43	.	.	PUNCT
esutjss-285	91	1	in	in	ADP
esutjss-285	91	2	total	total	NOUN
esutjss-285	91	3	,	,	PUNCT
esutjss-285	91	4	only	only	ADV
esutjss-285	91	5	a	a	DET
esutjss-285	91	6	third	third	NOUN
esutjss-285	91	7	of	of	ADP
esutjss-285	91	8	nigerian	nigerian	ADJ
esutjss-285	91	9	roads	road	NOUN
esutjss-285	91	10	can	can	AUX
esutjss-285	91	11	be	be	AUX
esutjss-285	91	12	considered	consider	VERB
esutjss-285	91	13	in	in	ADP
esutjss-285	91	14	good	good	ADJ
esutjss-285	91	15	repair	repair	NOUN
esutjss-285	91	16	,	,	PUNCT
esutjss-285	91	17	with	with	ADP
esutjss-285	91	18	even	even	ADV
esutjss-285	91	19	good	good	ADJ
esutjss-285	91	20	roads	road	NOUN
esutjss-285	91	21	facing	face	VERB
esutjss-285	91	22	routine	routine	ADJ
esutjss-285	91	23	overuse	overuse	NOUN
esutjss-285	91	24	,	,	PUNCT
esutjss-285	91	25	as	as	SCONJ
esutjss-285	91	26	the	the	DET
esutjss-285	91	27	spatial	spatial	ADJ
esutjss-285	91	28	distribution	distribution	NOUN
esutjss-285	91	29	of	of	ADP
esutjss-285	91	30	road	road	NOUN
esutjss-285	91	31	quality	quality	NOUN
esutjss-285	91	32	is	be	AUX
esutjss-285	91	33	saturated	saturate	VERB
esutjss-285	91	34	(	(	PUNCT
esutjss-285	91	35	premium	premium	NOUN
esutjss-285	91	36	times	time	NOUN
esutjss-285	91	37	,	,	PUNCT
esutjss-285	91	38	2025	2025	NUM
esutjss-285	91	39	)	)	PUNCT
esutjss-285	91	40	.	.	PUNCT
esutjss-285	92	1	according	accord	VERB
esutjss-285	92	2	to	to	ADP
esutjss-285	92	3	what	what	PRON
esutjss-285	92	4	is	be	AUX
esutjss-285	92	5	found	find	VERB
esutjss-285	92	6	in	in	ADP
esutjss-285	92	7	the	the	DET
esutjss-285	92	8	study	study	NOUN
esutjss-285	92	9	by	by	ADP
esutjss-285	92	10	onokala	onokala	NOUN
esutjss-285	92	11	and	and	CCONJ
esutjss-285	92	12	olajide	olajide	NOUN
esutjss-285	92	13	(	(	PUNCT
esutjss-285	92	14	2020	2020	NUM
esutjss-285	92	15	)	)	PUNCT
esutjss-285	92	16	,	,	PUNCT
esutjss-285	92	17	this	this	DET
esutjss-285	92	18	infrastructure	infrastructure	NOUN
esutjss-285	92	19	deterioration	deterioration	NOUN
esutjss-285	92	20	creates	create	VERB
esutjss-285	92	21	not	not	PART
esutjss-285	92	22	only	only	ADV
esutjss-285	92	23	significant	significant	ADJ
esutjss-285	92	24	transportation	transportation	NOUN
esutjss-285	92	25	inefficiencies	inefficiency	NOUN
esutjss-285	92	26	but	but	CCONJ
esutjss-285	92	27	also	also	ADV
esutjss-285	92	28	increased	increase	VERB
esutjss-285	92	29	risks	risk	NOUN
esutjss-285	92	30	of	of	ADP
esutjss-285	92	31	accidents	accident	NOUN
esutjss-285	92	32	.	.	PUNCT
esutjss-285	93	1	high	high	ADJ
esutjss-285	93	2	travel	travel	NOUN
esutjss-285	93	3	time	time	NOUN
esutjss-285	93	4	durations	duration	NOUN
esutjss-285	93	5	,	,	PUNCT
esutjss-285	93	6	amount	amount	NOUN
esutjss-285	93	7	of	of	ADP
esutjss-285	93	8	fuel	fuel	NOUN
esutjss-285	93	9	consumed	consume	VERB
esutjss-285	93	10	by	by	ADP
esutjss-285	93	11	road	road	NOUN
esutjss-285	93	12	user	user	NOUN
esutjss-285	93	13	vehicles	vehicle	NOUN
esutjss-285	93	14	,	,	PUNCT
esutjss-285	93	15	high	high	ADJ
esutjss-285	93	16	maintenance	maintenance	NOUN
esutjss-285	93	17	requirements	requirement	NOUN
esutjss-285	93	18	,	,	PUNCT
esutjss-285	93	19	and	and	CCONJ
esutjss-285	93	20	risk	risk	NOUN
esutjss-285	93	21	exposure	exposure	NOUN
esutjss-285	93	22	to	to	ADP
esutjss-285	93	23	road	road	NOUN
esutjss-285	93	24	accidents	accident	NOUN
esutjss-285	93	25	such	such	ADJ
esutjss-285	93	26	potholes	pothole	NOUN
esutjss-285	93	27	,	,	PUNCT
esutjss-285	93	28	gorged	gorge	VERB
esutjss-285	93	29	shoulder	shoulder	NOUN
esutjss-285	93	30	and	and	CCONJ
esutjss-285	93	31	bridge	bridge	NOUN
esutjss-285	93	32	collapses	collapse	NOUN
esutjss-285	93	33	are	be	AUX
esutjss-285	93	34	realities	reality	NOUN
esutjss-285	93	35	faced	face	VERB
esutjss-285	93	36	by	by	ADP
esutjss-285	93	37	commuters	commuter	NOUN
esutjss-285	93	38	on	on	ADP
esutjss-285	93	39	a	a	DET
esutjss-285	93	40	daily	daily	ADJ
esutjss-285	93	41	basis	basis	NOUN
esutjss-285	93	42	in	in	ADP
esutjss-285	93	43	nigeria	nigeria	PROPN
esutjss-285	93	44	.	.	PUNCT
esutjss-285	94	1	road	road	NOUN
esutjss-285	94	2	transport	transport	NOUN
esutjss-285	94	3	logistics	logistic	NOUN
esutjss-285	94	4	in	in	ADP
esutjss-285	94	5	nigeria	nigeria	PROPN
esutjss-285	94	6	are	be	AUX
esutjss-285	94	7	therefore	therefore	ADV
esutjss-285	94	8	,	,	PUNCT
esutjss-285	94	9	one	one	NUM
esutjss-285	94	10	of	of	ADP
esutjss-285	94	11	the	the	DET
esutjss-285	94	12	most	most	ADV
esutjss-285	94	13	expensive	expensive	ADJ
esutjss-285	94	14	and	and	CCONJ
esutjss-285	94	15	time	time	NOUN
esutjss-285	94	16	-	-	PUNCT
esutjss-285	94	17	consuming	consume	VERB
esutjss-285	94	18	logistics	logistic	NOUN
esutjss-285	94	19	in	in	ADP
esutjss-285	94	20	west	west	PROPN
esutjss-285	94	21	africa	africa	PROPN
esutjss-285	94	22	.	.	PUNCT
esutjss-285	95	1	the	the	DET
esutjss-285	95	2	deteriorating	deteriorate	VERB
esutjss-285	95	3	state	state	NOUN
esutjss-285	95	4	of	of	ADP
esutjss-285	95	5	the	the	DET
esutjss-285	95	6	roads	road	NOUN
esutjss-285	95	7	has	have	AUX
esutjss-285	95	8	given	give	VERB
esutjss-285	95	9	rise	rise	NOUN
esutjss-285	95	10	to	to	ADP
esutjss-285	95	11	what	what	PRON
esutjss-285	95	12	can	can	AUX
esutjss-285	95	13	be	be	AUX
esutjss-285	95	14	described	describe	VERB
esutjss-285	95	15	as	as	ADP
esutjss-285	95	16	a	a	DET
esutjss-285	95	17	culture	culture	NOUN
esutjss-285	95	18	of	of	ADP
esutjss-285	95	19	improvisation	improvisation	NOUN
esutjss-285	95	20	,	,	PUNCT
esutjss-285	95	21	where	where	SCONJ
esutjss-285	95	22	communities	community	NOUN
esutjss-285	95	23	fill	fill	VERB
esutjss-285	95	24	potholes	pothole	NOUN
esutjss-285	95	25	manually	manually	ADV
esutjss-285	95	26	using	use	VERB
esutjss-285	95	27	rocks	rock	NOUN
esutjss-285	95	28	,	,	PUNCT
esutjss-285	95	29	wood	wood	NOUN
esutjss-285	95	30	,	,	PUNCT
esutjss-285	95	31	or	or	CCONJ
esutjss-285	95	32	sand	sand	NOUN
esutjss-285	95	33	.	.	PUNCT
esutjss-285	96	1	this	this	DET
esutjss-285	96	2	ostensibly	ostensibly	ADV
esutjss-285	96	3	sound	sound	ADJ
esutjss-285	96	4	approach	approach	NOUN
esutjss-285	96	5	is	be	AUX
esutjss-285	96	6	,	,	PUNCT
esutjss-285	96	7	however	however	ADV
esutjss-285	96	8	,	,	PUNCT
esutjss-285	96	9	indicative	indicative	ADJ
esutjss-285	96	10	of	of	ADP
esutjss-285	96	11	an	an	DET
esutjss-285	96	12	inherent	inherent	ADJ
esutjss-285	96	13	deterioration	deterioration	NOUN
esutjss-285	96	14	in	in	ADP
esutjss-285	96	15	formal	formal	ADJ
esutjss-285	96	16	road	road	NOUN
esutjss-285	96	17	management	management	NOUN
esutjss-285	96	18	systems	system	NOUN
esutjss-285	96	19	(	(	PUNCT
esutjss-285	96	20	ijurr	ijurr	NOUN
esutjss-285	96	21	,	,	PUNCT
esutjss-285	96	22	2025	2025	NUM
esutjss-285	96	23	)	)	PUNCT
esutjss-285	96	24	.	.	PUNCT
esutjss-285	97	1	furthermore	furthermore	ADV
esutjss-285	97	2	,	,	PUNCT
esutjss-285	97	3	temporary	temporary	ADJ
esutjss-285	97	4	repairs	repair	NOUN
esutjss-285	97	5	,	,	PUNCT
esutjss-285	97	6	although	although	SCONJ
esutjss-285	97	7	helpful	helpful	ADJ
esutjss-285	97	8	,	,	PUNCT
esutjss-285	97	9	tend	tend	VERB
esutjss-285	97	10	to	to	PART
esutjss-285	97	11	exacerbate	exacerbate	VERB
esutjss-285	97	12	long	long	ADJ
esutjss-285	97	13	run	run	NOUN
esutjss-285	97	14	road	road	NOUN
esutjss-285	97	15	conditions	condition	NOUN
esutjss-285	97	16	,	,	PUNCT
esutjss-285	97	17	due	due	ADP
esutjss-285	97	18	to	to	ADP
esutjss-285	97	19	disrupting	disrupt	VERB
esutjss-285	97	20	the	the	DET
esutjss-285	97	21	road	road	NOUN
esutjss-285	97	22	grades	grade	NOUN
esutjss-285	97	23	and	and	CCONJ
esutjss-285	97	24	the	the	DET
esutjss-285	97	25	drainage	drainage	NOUN
esutjss-285	97	26	patterns	pattern	NOUN
esutjss-285	97	27	.	.	PUNCT
esutjss-285	98	1	the	the	DET
esutjss-285	98	2	engineering	engineering	NOUN
esutjss-285	98	3	flaws	flaw	NOUN
esutjss-285	98	4	of	of	ADP
esutjss-285	98	5	the	the	DET
esutjss-285	98	6	nigerian	nigerian	ADJ
esutjss-285	98	7	roads	road	NOUN
esutjss-285	98	8	are	be	AUX
esutjss-285	98	9	the	the	DET
esutjss-285	98	10	result	result	NOUN
esutjss-285	98	11	of	of	ADP
esutjss-285	98	12	a	a	DET
esutjss-285	98	13	combination	combination	NOUN
esutjss-285	98	14	of	of	ADP
esutjss-285	98	15	technical	technical	ADJ
esutjss-285	98	16	,	,	PUNCT
esutjss-285	98	17	and	and	CCONJ
esutjss-285	98	18	the	the	DET
esutjss-285	98	19	factors	factor	NOUN
esutjss-285	98	20	of	of	ADP
esutjss-285	98	21	governance	governance	NOUN
esutjss-285	98	22	.	.	PUNCT
esutjss-285	99	1	technically	technically	ADV
esutjss-285	99	2	,	,	PUNCT
esutjss-285	99	3	road	road	NOUN
esutjss-285	99	4	pavements	pavement	NOUN
esutjss-285	99	5	are	be	AUX
esutjss-285	99	6	seldom	seldom	ADV
esutjss-285	99	7	based	base	VERB
esutjss-285	99	8	on	on	ADP
esutjss-285	99	9	local	local	ADJ
esutjss-285	99	10	geotechnical	geotechnical	ADJ
esutjss-285	99	11	and	and	CCONJ
esutjss-285	99	12	hydrological	hydrological	ADJ
esutjss-285	99	13	circumstances	circumstance	NOUN
esutjss-285	99	14	.	.	PUNCT
esutjss-285	100	1	wjaets	wjaet	NOUN
esutjss-285	100	2	(	(	PUNCT
esutjss-285	100	3	2023	2023	NUM
esutjss-285	100	4	)	)	PUNCT
esutjss-285	100	5	resolves	resolve	NOUN
esutjss-285	100	6	that	that	SCONJ
esutjss-285	100	7	the	the	DET
esutjss-285	100	8	pavement	pavement	NOUN
esutjss-285	100	9	often	often	ADV
esutjss-285	100	10	experiences	experience	VERB
esutjss-285	100	11	fast	fast	ADJ
esutjss-285	100	12	fatigue	fatigue	NOUN
esutjss-285	100	13	and	and	CCONJ
esutjss-285	100	14	rutting	rut	VERB
esutjss-285	100	15	due	due	ADP
esutjss-285	100	16	to	to	ADP
esutjss-285	100	17	poor	poor	ADJ
esutjss-285	100	18	materials	material	NOUN
esutjss-285	100	19	used	use	VERB
esutjss-285	100	20	in	in	ADP
esutjss-285	100	21	the	the	DET
esutjss-285	100	22	construction	construction	NOUN
esutjss-285	100	23	of	of	ADP
esutjss-285	100	24	the	the	DET
esutjss-285	100	25	roads	road	NOUN
esutjss-285	100	26	,	,	PUNCT
esutjss-285	100	27	as	as	ADV
esutjss-285	100	28	well	well	ADV
esutjss-285	100	29	as	as	ADP
esutjss-285	100	30	insufficient	insufficient	ADJ
esutjss-285	100	31	attention	attention	NOUN
esutjss-285	100	32	to	to	ADP
esutjss-285	100	33	the	the	DET
esutjss-285	100	34	axle	axle	NOUN
esutjss-285	100	35	load	load	NOUN
esutjss-285	100	36	limits	limit	NOUN
esutjss-285	100	37	.	.	PUNCT
esutjss-285	101	1	one	one	NUM
esutjss-285	101	2	of	of	ADP
esutjss-285	101	3	the	the	DET
esutjss-285	101	4	most	most	ADV
esutjss-285	101	5	important	important	ADJ
esutjss-285	101	6	technical	technical	ADJ
esutjss-285	101	7	faults	fault	NOUN
esutjss-285	101	8	is	be	AUX
esutjss-285	101	9	almost	almost	ADV
esutjss-285	101	10	lack	lack	NOUN
esutjss-285	101	11	of	of	ADP
esutjss-285	101	12	drainage	drainage	NOUN
esutjss-285	101	13	systems	system	NOUN
esutjss-285	101	14	.	.	PUNCT
esutjss-285	102	1	in	in	ADP
esutjss-285	102	2	the	the	DET
esutjss-285	102	3	absence	absence	NOUN
esutjss-285	102	4	of	of	ADP
esutjss-285	102	5	proper	proper	ADJ
esutjss-285	102	6	drainage	drainage	NOUN
esutjss-285	102	7	,	,	PUNCT
esutjss-285	102	8	water	water	NOUN
esutjss-285	102	9	can	can	AUX
esutjss-285	102	10	stagnate	stagnate	VERB
esutjss-285	102	11	on	on	ADP
esutjss-285	102	12	the	the	DET
esutjss-285	102	13	road	road	NOUN
esutjss-285	102	14	surface	surface	NOUN
esutjss-285	102	15	,	,	PUNCT
esutjss-285	102	16	causing	cause	VERB
esutjss-285	102	17	faster	fast	ADJ
esutjss-285	102	18	degradation	degradation	NOUN
esutjss-285	102	19	of	of	ADP
esutjss-285	102	20	asphalt	asphalt	NOUN
esutjss-285	102	21	,	,	PUNCT
esutjss-285	102	22	erosion	erosion	NOUN
esutjss-285	102	23	of	of	ADP
esutjss-285	102	24	embankments	embankment	NOUN
esutjss-285	102	25	,	,	PUNCT
esutjss-285	102	26	and	and	CCONJ
esutjss-285	102	27	saturation	saturation	NOUN
esutjss-285	102	28	of	of	ADP
esutjss-285	102	29	subgrades	subgrade	NOUN
esutjss-285	102	30	,	,	PUNCT
esutjss-285	102	31	and	and	CCONJ
esutjss-285	102	32	thus	thus	ADV
esutjss-285	102	33	collapse	collapse	VERB
esutjss-285	102	34	(	(	PUNCT
esutjss-285	102	35	adepoju	adepoju	PROPN
esutjss-285	102	36	,	,	PUNCT
esutjss-285	102	37	2021	2021	NUM
esutjss-285	102	38	;	;	PUNCT
esutjss-285	102	39	atalay	atalay	VERB
esutjss-285	102	40	et	et	PROPN
esutjss-285	102	41	al	al	PROPN
esutjss-285	102	42	.	.	PROPN
esutjss-285	102	43	,	,	PUNCT
esutjss-285	102	44	2025	2025	NUM
esutjss-285	102	45	)	)	PUNCT
esutjss-285	102	46	.	.	PUNCT
esutjss-285	103	1	in	in	ADP
esutjss-285	103	2	addition	addition	NOUN
esutjss-285	103	3	,	,	PUNCT
esutjss-285	103	4	most	most	ADJ
esutjss-285	103	5	of	of	ADP
esutjss-285	103	6	the	the	DET
esutjss-285	103	7	city	city	NOUN
esutjss-285	103	8	and	and	CCONJ
esutjss-285	103	9	inter	inter	ADJ
esutjss-285	103	10	-	-	ADJ
esutjss-285	103	11	city	city	ADJ
esutjss-285	103	12	roads	road	NOUN
esutjss-285	103	13	do	do	AUX
esutjss-285	103	14	not	not	PART
esutjss-285	103	15	have	have	VERB
esutjss-285	103	16	shoulders	shoulder	NOUN
esutjss-285	103	17	,	,	PUNCT
esutjss-285	103	18	crash	crash	NOUN
esutjss-285	103	19	barriers	barrier	NOUN
esutjss-285	103	20	or	or	CCONJ
esutjss-285	103	21	proper	proper	ADJ
esutjss-285	103	22	lane	lane	NOUN
esutjss-285	103	23	markings	marking	NOUN
esutjss-285	103	24	,	,	PUNCT
esutjss-285	103	25	so	so	SCONJ
esutjss-285	103	26	there	there	PRON
esutjss-285	103	27	are	be	VERB
esutjss-285	103	28	chances	chance	NOUN
esutjss-285	103	29	of	of	ADP
esutjss-285	103	30	off	off	ADP
esutjss-285	103	31	-	-	PUNCT
esutjss-285	103	32	road	road	NOUN
esutjss-285	103	33	accidents	accident	NOUN
esutjss-285	103	34	and	and	CCONJ
esutjss-285	103	35	head	head	NOUN
esutjss-285	103	36	-	-	PUNCT
esutjss-285	103	37	on	on	ADP
esutjss-285	103	38	crash	crash	NOUN
esutjss-285	103	39	,	,	PUNCT
esutjss-285	103	40	particularly	particularly	ADV
esutjss-285	103	41	at	at	ADP
esutjss-285	103	42	night	night	NOUN
esutjss-285	103	43	.	.	PUNCT
esutjss-285	104	1	policy	policy	NOUN
esutjss-285	104	2	-	-	PUNCT
esutjss-285	104	3	level	level	NOUN
esutjss-285	104	4	inefficiencies	inefficiency	NOUN
esutjss-285	104	5	make	make	VERB
esutjss-285	104	6	the	the	DET
esutjss-285	104	7	problem	problem	NOUN
esutjss-285	104	8	even	even	ADV
esutjss-285	104	9	greater	great	ADJ
esutjss-285	104	10	.	.	PUNCT
esutjss-285	105	1	mahmud	mahmud	PROPN
esutjss-285	105	2	,	,	PUNCT
esutjss-285	105	3	ogunlana	ogunlana	PROPN
esutjss-285	105	4	,	,	PUNCT
esutjss-285	105	5	and	and	CCONJ
esutjss-285	105	6	hong	hong	PROPN
esutjss-285	105	7	(	(	PUNCT
esutjss-285	105	8	2021	2021	NUM
esutjss-285	105	9	)	)	PUNCT
esutjss-285	105	10	state	state	NOUN
esutjss-285	105	11	that	that	SCONJ
esutjss-285	105	12	ineffective	ineffective	ADJ
esutjss-285	105	13	institutional	institutional	ADJ
esutjss-285	105	14	coordination	coordination	NOUN
esutjss-285	105	15	and	and	CCONJ
esutjss-285	105	16	systemic	systemic	ADJ
esutjss-285	105	17	corruption	corruption	NOUN
esutjss-285	105	18	in	in	ADP
esutjss-285	105	19	the	the	DET
esutjss-285	105	20	procurement	procurement	NOUN
esutjss-285	105	21	and	and	CCONJ
esutjss-285	105	22	project	project	NOUN
esutjss-285	105	23	management	management	NOUN
esutjss-285	105	24	areas	area	NOUN
esutjss-285	105	25	make	make	VERB
esutjss-285	105	26	road	road	NOUN
esutjss-285	105	27	projects	project	NOUN
esutjss-285	105	28	chronically	chronically	ADV
esutjss-285	105	29	delayed	delay	VERB
esutjss-285	105	30	,	,	PUNCT
esutjss-285	105	31	endlessly	endlessly	ADV
esutjss-285	105	32	costly	costly	ADJ
esutjss-285	105	33	,	,	PUNCT
esutjss-285	105	34	and	and	CCONJ
esutjss-285	105	35	eventually	eventually	ADV
esutjss-285	105	36	fail	fail	VERB
esutjss-285	105	37	.	.	PUNCT
esutjss-285	106	1	what	what	PRON
esutjss-285	106	2	you	you	PRON
esutjss-285	106	3	end	end	VERB
esutjss-285	106	4	up	up	ADP
esutjss-285	106	5	with	with	ADP
esutjss-285	106	6	is	be	AUX
esutjss-285	106	7	a	a	DET
esutjss-285	106	8	system	system	NOUN
esutjss-285	106	9	in	in	ADP
esutjss-285	106	10	which	which	PRON
esutjss-285	106	11	bad	bad	ADJ
esutjss-285	106	12	roads	road	NOUN
esutjss-285	106	13	are	be	AUX
esutjss-285	106	14	not	not	PART
esutjss-285	106	15	bad	bad	ADJ
esutjss-285	106	16	,	,	PUNCT
esutjss-285	106	17	but	but	CCONJ
esutjss-285	106	18	intentionally	intentionally	ADV
esutjss-285	106	19	dangerous	dangerous	ADJ
esutjss-285	106	20	.	.	PUNCT
esutjss-285	107	1	another	another	DET
esutjss-285	107	2	key	key	ADJ
esutjss-285	107	3	issue	issue	NOUN
esutjss-285	107	4	is	be	AUX
esutjss-285	107	5	road	road	NOUN
esutjss-285	107	6	design	design	NOUN
esutjss-285	107	7	.	.	PUNCT
esutjss-285	108	1	nigerians	nigerian	NOUN
esutjss-285	108	2	have	have	VERB
esutjss-285	108	3	many	many	ADJ
esutjss-285	108	4	single	single	ADJ
esutjss-285	108	5	-	-	PUNCT
esutjss-285	108	6	laned	lane	VERB
esutjss-285	108	7	carriageways	carriageway	NOUN
esutjss-285	108	8	that	that	PRON
esutjss-285	108	9	are	be	AUX
esutjss-285	108	10	built	build	VERB
esutjss-285	108	11	along	along	ADP
esutjss-285	108	12	the	the	DET
esutjss-285	108	13	highways	highway	NOUN
esutjss-285	108	14	,	,	PUNCT
esutjss-285	108	15	whereas	whereas	SCONJ
esutjss-285	108	16	the	the	DET
esutjss-285	108	17	amount	amount	NOUN
esutjss-285	108	18	of	of	ADP
esutjss-285	108	19	traffic	traffic	NOUN
esutjss-285	108	20	that	that	PRON
esutjss-285	108	21	flows	flow	VERB
esutjss-285	108	22	ordinarily	ordinarily	ADV
esutjss-285	108	23	warrants	warrant	VERB
esutjss-285	108	24	them	they	PRON
esutjss-285	108	25	to	to	PART
esutjss-285	108	26	be	be	AUX
esutjss-285	108	27	dualized	dualize	VERB
esutjss-285	108	28	.	.	PUNCT
esutjss-285	109	1	u	u	X
esutjss-285	109	2	-	-	NOUN
esutjss-285	109	3	turns	turn	NOUN
esutjss-285	109	4	,	,	PUNCT
esutjss-285	109	5	unmarked	unmarked	ADJ
esutjss-285	109	6	intersections	intersection	NOUN
esutjss-285	109	7	,	,	PUNCT
esutjss-285	109	8	and	and	CCONJ
esutjss-285	109	9	lack	lack	NOUN
esutjss-285	109	10	of	of	ADP
esutjss-285	109	11	road	road	NOUN
esutjss-285	109	12	signs	sign	NOUN
esutjss-285	109	13	are	be	AUX
esutjss-285	109	14	common	common	ADJ
esutjss-285	109	15	,	,	PUNCT
esutjss-285	109	16	especially	especially	ADV
esutjss-285	109	17	in	in	ADP
esutjss-285	109	18	rural	rural	ADJ
esutjss-285	109	19	settings	setting	NOUN
esutjss-285	109	20	.	.	PUNCT
esutjss-285	110	1	ezeibe	ezeibe	PROPN
esutjss-285	110	2	et	et	PROPN
esutjss-285	110	3	al	al	PROPN
esutjss-285	110	4	.	.	PROPN
esutjss-285	111	1	(	(	PUNCT
esutjss-285	111	2	2019	2019	NUM
esutjss-285	111	3	)	)	PUNCT
esutjss-285	111	4	demonstrate	demonstrate	VERB
esutjss-285	111	5	a	a	DET
esutjss-285	111	6	high	high	ADJ
esutjss-285	111	7	relationship	relationship	NOUN
esutjss-285	111	8	between	between	ADP
esutjss-285	111	9	signpost	signpost	VERB
esutjss-285	111	10	deficits	deficit	NOUN
esutjss-285	111	11	and	and	CCONJ
esutjss-285	111	12	hotspots	hotspot	NOUN
esutjss-285	111	13	.	.	PUNCT
esutjss-285	112	1	in	in	ADP
esutjss-285	112	2	addition	addition	NOUN
esutjss-285	112	3	,	,	PUNCT
esutjss-285	112	4	uzondu	uzondu	NOUN
esutjss-285	112	5	236	236	NUM
esutjss-285	112	6	et	et	NOUN
esutjss-285	112	7	al	al	PROPN
esutjss-285	112	8	.	.	PROPN
esutjss-285	112	9	(	(	PUNCT
esutjss-285	112	10	2022	2022	NUM
esutjss-285	112	11	)	)	PUNCT
esutjss-285	112	12	highlight	highlight	VERB
esutjss-285	112	13	that	that	SCONJ
esutjss-285	112	14	emergency	emergency	NOUN
esutjss-285	112	15	response	response	NOUN
esutjss-285	112	16	systems	system	NOUN
esutjss-285	112	17	are	be	AUX
esutjss-285	112	18	typically	typically	ADV
esutjss-285	112	19	poorly	poorly	ADV
esutjss-285	112	20	equipped	equip	VERB
esutjss-285	112	21	or	or	CCONJ
esutjss-285	112	22	far	far	ADV
esutjss-285	112	23	enough	enough	ADV
esutjss-285	112	24	away	away	ADV
esutjss-285	112	25	to	to	PART
esutjss-285	112	26	reach	reach	VERB
esutjss-285	112	27	crashes	crash	NOUN
esutjss-285	112	28	in	in	ADP
esutjss-285	112	29	time	time	NOUN
esutjss-285	112	30	and	and	CCONJ
esutjss-285	112	31	serve	serve	VERB
esutjss-285	112	32	as	as	ADP
esutjss-285	112	33	the	the	DET
esutjss-285	112	34	causes	cause	NOUN
esutjss-285	112	35	of	of	ADP
esutjss-285	112	36	preventable	preventable	ADJ
esutjss-285	112	37	deaths	death	NOUN
esutjss-285	112	38	.	.	PUNCT
esutjss-285	113	1	the	the	DET
esutjss-285	113	2	challenge	challenge	NOUN
esutjss-285	113	3	of	of	ADP
esutjss-285	113	4	road	road	NOUN
esutjss-285	113	5	safety	safety	NOUN
esutjss-285	113	6	in	in	ADP
esutjss-285	113	7	nigeria	nigeria	PROPN
esutjss-285	113	8	is	be	AUX
esutjss-285	113	9	made	make	VERB
esutjss-285	113	10	worse	bad	ADJ
esutjss-285	113	11	by	by	ADP
esutjss-285	113	12	the	the	DET
esutjss-285	113	13	poor	poor	ADJ
esutjss-285	113	14	state	state	NOUN
esutjss-285	113	15	of	of	ADP
esutjss-285	113	16	the	the	DET
esutjss-285	113	17	road	road	NOUN
esutjss-285	113	18	network	network	NOUN
esutjss-285	113	19	,	,	PUNCT
esutjss-285	113	20	inefficient	inefficient	ADJ
esutjss-285	113	21	maintenance	maintenance	NOUN
esutjss-285	113	22	funding	funding	NOUN
esutjss-285	113	23	,	,	PUNCT
esutjss-285	113	24	and	and	CCONJ
esutjss-285	113	25	ineffective	ineffective	ADJ
esutjss-285	113	26	enforcement	enforcement	NOUN
esutjss-285	113	27	of	of	ADP
esutjss-285	113	28	road	road	NOUN
esutjss-285	113	29	designs	design	NOUN
esutjss-285	113	30	.	.	PUNCT
esutjss-285	114	1	the	the	DET
esutjss-285	114	2	country	country	NOUN
esutjss-285	114	3	reflects	reflect	VERB
esutjss-285	114	4	the	the	DET
esutjss-285	114	5	risk	risk	NOUN
esutjss-285	114	6	asymmetry	asymmetry	NOUN
esutjss-285	114	7	reported	report	VERB
esutjss-285	114	8	in	in	ADP
esutjss-285	114	9	the	the	DET
esutjss-285	114	10	international	international	ADJ
esutjss-285	114	11	literature	literature	NOUN
esutjss-285	114	12	:	:	PUNCT
esutjss-285	114	13	lower	low	ADJ
esutjss-285	114	14	vehicle	vehicle	NOUN
esutjss-285	114	15	density	density	NOUN
esutjss-285	114	16	does	do	AUX
esutjss-285	114	17	not	not	PART
esutjss-285	114	18	necessarily	necessarily	ADV
esutjss-285	114	19	mean	mean	VERB
esutjss-285	114	20	a	a	DET
esutjss-285	114	21	lower	low	ADJ
esutjss-285	114	22	level	level	NOUN
esutjss-285	114	23	of	of	ADP
esutjss-285	114	24	accidents	accident	NOUN
esutjss-285	114	25	and	and	CCONJ
esutjss-285	114	26	death	death	NOUN
esutjss-285	114	27	rates	rate	NOUN
esutjss-285	114	28	.	.	PUNCT
esutjss-285	115	1	this	this	DET
esutjss-285	115	2	contradiction	contradiction	NOUN
esutjss-285	115	3	,	,	PUNCT
esutjss-285	115	4	as	as	SCONJ
esutjss-285	115	5	gebru	gebru	NOUN
esutjss-285	115	6	(	(	PUNCT
esutjss-285	115	7	2017	2017	NUM
esutjss-285	115	8	)	)	PUNCT
esutjss-285	115	9	puts	put	VERB
esutjss-285	115	10	it	it	PRON
esutjss-285	115	11	,	,	PUNCT
esutjss-285	115	12	lies	lie	VERB
esutjss-285	115	13	in	in	ADP
esutjss-285	115	14	the	the	DET
esutjss-285	115	15	systematic	systematic	ADJ
esutjss-285	115	16	problems	problem	NOUN
esutjss-285	115	17	of	of	ADP
esutjss-285	115	18	governance	governance	NOUN
esutjss-285	115	19	,	,	PUNCT
esutjss-285	115	20	inefficient	inefficient	ADJ
esutjss-285	115	21	urban	urban	ADJ
esutjss-285	115	22	planning	planning	NOUN
esutjss-285	115	23	,	,	PUNCT
esutjss-285	115	24	and	and	CCONJ
esutjss-285	115	25	long	long	ADJ
esutjss-285	115	26	-	-	PUNCT
esutjss-285	115	27	term	term	NOUN
esutjss-285	115	28	transport	transport	NOUN
esutjss-285	115	29	infrastructure	infrastructure	NOUN
esutjss-285	115	30	underinvestment	underinvestment	PROPN
esutjss-285	115	31	.	.	PUNCT
esutjss-285	116	1	road	road	NOUN
esutjss-285	116	2	surfaces	surface	NOUN
esutjss-285	116	3	in	in	ADP
esutjss-285	116	4	bad	bad	ADJ
esutjss-285	116	5	condition	condition	NOUN
esutjss-285	116	6	are	be	AUX
esutjss-285	116	7	one	one	NUM
esutjss-285	116	8	of	of	ADP
esutjss-285	116	9	the	the	DET
esutjss-285	116	10	key	key	ADJ
esutjss-285	116	11	factors	factor	NOUN
esutjss-285	116	12	that	that	PRON
esutjss-285	116	13	expose	expose	VERB
esutjss-285	116	14	road	road	NOUN
esutjss-285	116	15	users	user	NOUN
esutjss-285	116	16	to	to	ADP
esutjss-285	116	17	accidents	accident	NOUN
esutjss-285	116	18	in	in	ADP
esutjss-285	116	19	nigeria	nigeria	PROPN
esutjss-285	116	20	.	.	PUNCT
esutjss-285	117	1	there	there	PRON
esutjss-285	117	2	are	be	VERB
esutjss-285	117	3	dangerous	dangerous	ADJ
esutjss-285	117	4	potholes	pothole	NOUN
esutjss-285	117	5	,	,	PUNCT
esutjss-285	117	6	damaged	damaged	ADJ
esutjss-285	117	7	bridges	bridge	NOUN
esutjss-285	117	8	,	,	PUNCT
esutjss-285	117	9	worn	wear	VERB
esutjss-285	117	10	out	out	ADP
esutjss-285	117	11	shoulders	shoulder	NOUN
esutjss-285	117	12	,	,	PUNCT
esutjss-285	117	13	and	and	CCONJ
esutjss-285	117	14	drainage	drainage	NOUN
esutjss-285	117	15	systems	system	NOUN
esutjss-285	117	16	that	that	PRON
esutjss-285	117	17	are	be	AUX
esutjss-285	117	18	wanting	want	VERB
esutjss-285	117	19	.	.	PUNCT
esutjss-285	118	1	not	not	PART
esutjss-285	118	2	only	only	ADV
esutjss-285	118	3	do	do	AUX
esutjss-285	118	4	these	these	PRON
esutjss-285	118	5	slow	slow	VERB
esutjss-285	118	6	down	down	ADP
esutjss-285	118	7	traffic	traffic	NOUN
esutjss-285	119	1	but	but	CCONJ
esutjss-285	119	2	they	they	PRON
esutjss-285	119	3	also	also	ADV
esutjss-285	119	4	pose	pose	VERB
esutjss-285	119	5	sudden	sudden	ADJ
esutjss-285	119	6	risks	risk	NOUN
esutjss-285	119	7	that	that	PRON
esutjss-285	119	8	result	result	VERB
esutjss-285	119	9	into	into	ADP
esutjss-285	119	10	crashes	crash	NOUN
esutjss-285	119	11	.	.	PUNCT
esutjss-285	120	1	dorri	dorri	PROPN
esutjss-285	120	2	et	et	PROPN
esutjss-285	120	3	al	al	PROPN
esutjss-285	120	4	.	.	PROPN
esutjss-285	121	1	(	(	PUNCT
esutjss-285	121	2	2024	2024	NUM
esutjss-285	121	3	)	)	PUNCT
esutjss-285	121	4	focus	focus	NOUN
esutjss-285	121	5	on	on	ADP
esutjss-285	121	6	the	the	DET
esutjss-285	121	7	fact	fact	NOUN
esutjss-285	121	8	that	that	SCONJ
esutjss-285	121	9	these	these	DET
esutjss-285	121	10	infrastructural	infrastructural	ADJ
esutjss-285	121	11	deficiencies	deficiency	NOUN
esutjss-285	121	12	greatly	greatly	ADV
esutjss-285	121	13	decrease	decrease	VERB
esutjss-285	121	14	the	the	DET
esutjss-285	121	15	reaction	reaction	NOUN
esutjss-285	121	16	times	time	NOUN
esutjss-285	121	17	and	and	CCONJ
esutjss-285	121	18	especially	especially	ADV
esutjss-285	121	19	in	in	ADP
esutjss-285	121	20	high	high	ADJ
esutjss-285	121	21	-	-	PUNCT
esutjss-285	121	22	speed	speed	NOUN
esutjss-285	121	23	scenarios	scenario	NOUN
esutjss-285	121	24	.	.	PUNCT
esutjss-285	122	1	this	this	PRON
esutjss-285	122	2	is	be	AUX
esutjss-285	122	3	further	far	ADV
esutjss-285	122	4	aggravated	aggravate	VERB
esutjss-285	122	5	by	by	ADP
esutjss-285	122	6	inconsistent	inconsistent	ADJ
esutjss-285	122	7	signage	signage	NOUN
esutjss-285	122	8	and	and	CCONJ
esutjss-285	122	9	absence	absence	NOUN
esutjss-285	122	10	of	of	ADP
esutjss-285	122	11	segregation	segregation	NOUN
esutjss-285	122	12	between	between	ADP
esutjss-285	122	13	pedestrian	pedestrian	NOUN
esutjss-285	122	14	traffic	traffic	NOUN
esutjss-285	122	15	and	and	CCONJ
esutjss-285	122	16	vehicular	vehicular	ADJ
esutjss-285	122	17	traffic	traffic	NOUN
esutjss-285	122	18	.	.	PUNCT
esutjss-285	123	1	urban	urban	ADJ
esutjss-285	123	2	version	version	NOUN
esutjss-285	123	3	of	of	ADP
esutjss-285	123	4	such	such	ADJ
esutjss-285	123	5	issues	issue	NOUN
esutjss-285	123	6	can	can	AUX
esutjss-285	123	7	be	be	AUX
esutjss-285	123	8	explained	explain	VERB
esutjss-285	123	9	by	by	ADP
esutjss-285	123	10	lagos	lago	NOUN
esutjss-285	123	11	state	state	NOUN
esutjss-285	123	12	which	which	PRON
esutjss-285	123	13	is	be	AUX
esutjss-285	123	14	the	the	DET
esutjss-285	123	15	commercial	commercial	ADJ
esutjss-285	123	16	capital	capital	NOUN
esutjss-285	123	17	of	of	ADP
esutjss-285	123	18	nigeria	nigeria	PROPN
esutjss-285	123	19	.	.	PUNCT
esutjss-285	124	1	according	accord	VERB
esutjss-285	124	2	to	to	ADP
esutjss-285	124	3	bonera	bonera	PROPN
esutjss-285	124	4	et	et	PROPN
esutjss-285	124	5	al	al	PROPN
esutjss-285	124	6	.	.	PROPN
esutjss-285	125	1	(	(	PUNCT
esutjss-285	125	2	2024	2024	NUM
esutjss-285	125	3	)	)	PUNCT
esutjss-285	125	4	,	,	PUNCT
esutjss-285	125	5	metropolitan	metropolitan	ADJ
esutjss-285	125	6	settings	setting	NOUN
esutjss-285	125	7	that	that	PRON
esutjss-285	125	8	are	be	AUX
esutjss-285	125	9	congested	congest	VERB
esutjss-285	125	10	,	,	PUNCT
esutjss-285	125	11	with	with	ADP
esutjss-285	125	12	inefficient	inefficient	ADJ
esutjss-285	125	13	road	road	NOUN
esutjss-285	125	14	hierarchy	hierarchy	NOUN
esutjss-285	125	15	and	and	CCONJ
esutjss-285	125	16	the	the	DET
esutjss-285	125	17	competing	compete	VERB
esutjss-285	125	18	right	right	NOUN
esutjss-285	125	19	-	-	PUNCT
esutjss-285	125	20	of	of	ADP
esutjss-285	125	21	-	-	PUNCT
esutjss-285	125	22	way	way	NOUN
esutjss-285	125	23	guidelines	guideline	NOUN
esutjss-285	125	24	tend	tend	VERB
esutjss-285	125	25	to	to	PART
esutjss-285	125	26	turn	turn	VERB
esutjss-285	125	27	into	into	ADP
esutjss-285	125	28	zones	zone	NOUN
esutjss-285	125	29	with	with	ADP
esutjss-285	125	30	a	a	DET
esutjss-285	125	31	high	high	ADJ
esutjss-285	125	32	concentration	concentration	NOUN
esutjss-285	125	33	of	of	ADP
esutjss-285	125	34	accidents	accident	NOUN
esutjss-285	125	35	.	.	PUNCT
esutjss-285	126	1	in	in	ADP
esutjss-285	126	2	lagos	lago	NOUN
esutjss-285	126	3	,	,	PUNCT
esutjss-285	126	4	both	both	DET
esutjss-285	126	5	insufficiency	insufficiency	NOUN
esutjss-285	126	6	of	of	ADP
esutjss-285	126	7	adequate	adequate	ADJ
esutjss-285	126	8	traffic	traffic	NOUN
esutjss-285	126	9	management	management	NOUN
esutjss-285	126	10	systems	system	NOUN
esutjss-285	126	11	and	and	CCONJ
esutjss-285	126	12	influx	influx	VERB
esutjss-285	126	13	of	of	ADP
esutjss-285	126	14	unofficial	unofficial	ADJ
esutjss-285	126	15	transit	transit	NOUN
esutjss-285	126	16	companies	company	NOUN
esutjss-285	126	17	increase	increase	VERB
esutjss-285	126	18	risks	risk	NOUN
esutjss-285	126	19	.	.	PUNCT
esutjss-285	127	1	there	there	PRON
esutjss-285	127	2	are	be	VERB
esutjss-285	127	3	no	no	DET
esutjss-285	127	4	working	work	VERB
esutjss-285	127	5	lights	light	NOUN
esutjss-285	127	6	on	on	ADP
esutjss-285	127	7	traffic	traffic	NOUN
esutjss-285	127	8	,	,	PUNCT
esutjss-285	127	9	walk	walk	VERB
esutjss-285	127	10	-	-	PUNCT
esutjss-285	127	11	over	over	ADP
esutjss-285	127	12	signings	signing	NOUN
esutjss-285	127	13	,	,	PUNCT
esutjss-285	127	14	or	or	CCONJ
esutjss-285	127	15	markings	marking	NOUN
esutjss-285	127	16	,	,	PUNCT
esutjss-285	127	17	so	so	SCONJ
esutjss-285	127	18	it	it	PRON
esutjss-285	127	19	is	be	AUX
esutjss-285	127	20	not	not	PART
esutjss-285	127	21	only	only	ADV
esutjss-285	127	22	hard	hard	ADJ
esutjss-285	127	23	to	to	PART
esutjss-285	127	24	navigate	navigate	VERB
esutjss-285	127	25	but	but	CCONJ
esutjss-285	127	26	also	also	ADV
esutjss-285	127	27	hazardous	hazardous	ADJ
esutjss-285	127	28	.	.	PUNCT
esutjss-285	128	1	moreover	moreover	ADV
esutjss-285	128	2	,	,	PUNCT
esutjss-285	128	3	infrastructural	infrastructural	ADJ
esutjss-285	128	4	disparity	disparity	NOUN
esutjss-285	128	5	among	among	ADP
esutjss-285	128	6	nigerian	nigerian	ADJ
esutjss-285	128	7	states	state	NOUN
esutjss-285	128	8	intensifies	intensify	VERB
esutjss-285	128	9	regional	regional	ADJ
esutjss-285	128	10	differences	difference	NOUN
esutjss-285	128	11	in	in	ADP
esutjss-285	128	12	accident	accident	NOUN
esutjss-285	128	13	risk	risk	NOUN
esutjss-285	128	14	.	.	PUNCT
esutjss-285	129	1	in	in	ADP
esutjss-285	129	2	some	some	DET
esutjss-285	129	3	states	state	NOUN
esutjss-285	129	4	in	in	ADP
esutjss-285	129	5	the	the	DET
esutjss-285	129	6	south	south	NOUN
esutjss-285	129	7	,	,	PUNCT
esutjss-285	129	8	roads	road	NOUN
esutjss-285	129	9	are	be	AUX
esutjss-285	129	10	better	well	ADV
esutjss-285	129	11	maintained	maintain	VERB
esutjss-285	129	12	to	to	ADP
esutjss-285	129	13	a	a	DET
esutjss-285	129	14	larger	large	ADJ
esutjss-285	129	15	extent	extent	NOUN
esutjss-285	129	16	as	as	ADP
esutjss-285	129	17	a	a	DET
esutjss-285	129	18	result	result	NOUN
esutjss-285	129	19	of	of	ADP
esutjss-285	129	20	healthier	healthy	ADJ
esutjss-285	129	21	state	state	NOUN
esutjss-285	129	22	budgets	budget	NOUN
esutjss-285	129	23	or	or	CCONJ
esutjss-285	129	24	international	international	ADJ
esutjss-285	129	25	development	development	NOUN
esutjss-285	129	26	cooperation	cooperation	NOUN
esutjss-285	129	27	.	.	PUNCT
esutjss-285	130	1	others	other	NOUN
esutjss-285	130	2	,	,	PUNCT
esutjss-285	130	3	especially	especially	ADV
esutjss-285	130	4	those	those	PRON
esutjss-285	130	5	in	in	ADP
esutjss-285	130	6	the	the	DET
esutjss-285	130	7	north	north	NOUN
esutjss-285	130	8	and	and	CCONJ
esutjss-285	130	9	central	central	ADJ
esutjss-285	130	10	,	,	PUNCT
esutjss-285	130	11	are	be	AUX
esutjss-285	130	12	dealing	deal	VERB
esutjss-285	130	13	with	with	ADP
esutjss-285	130	14	highly	highly	ADV
esutjss-285	130	15	dilapidated	dilapidated	ADJ
esutjss-285	130	16	highways	highway	NOUN
esutjss-285	130	17	that	that	PRON
esutjss-285	130	18	can	can	AUX
esutjss-285	130	19	hardly	hardly	ADV
esutjss-285	130	20	pass	pass	VERB
esutjss-285	130	21	in	in	ADP
esutjss-285	130	22	times	time	NOUN
esutjss-285	130	23	of	of	ADP
esutjss-285	130	24	rain	rain	NOUN
esutjss-285	130	25	(	(	PUNCT
esutjss-285	130	26	clemente	clemente	PROPN
esutjss-285	130	27	et	et	PROPN
esutjss-285	130	28	al	al	PROPN
esutjss-285	130	29	.	.	PROPN
esutjss-285	130	30	,	,	PUNCT
esutjss-285	130	31	2024	2024	NUM
esutjss-285	130	32	)	)	PUNCT
esutjss-285	130	33	.	.	PUNCT
esutjss-285	131	1	the	the	DET
esutjss-285	131	2	result	result	NOUN
esutjss-285	131	3	is	be	AUX
esutjss-285	131	4	a	a	DET
esutjss-285	131	5	very	very	ADV
esutjss-285	131	6	imbalanced	imbalanced	ADJ
esutjss-285	131	7	risk	risk	NOUN
esutjss-285	131	8	terrain	terrain	NOUN
esutjss-285	131	9	,	,	PUNCT
esutjss-285	131	10	where	where	SCONJ
esutjss-285	131	11	driving	driving	NOUN
esutjss-285	131	12	attitude	attitude	NOUN
esutjss-285	131	13	is	be	AUX
esutjss-285	131	14	not	not	PART
esutjss-285	131	15	only	only	ADV
esutjss-285	131	16	suppressed	suppress	VERB
esutjss-285	131	17	by	by	ADP
esutjss-285	131	18	individual	individual	ADJ
esutjss-285	131	19	factors	factor	NOUN
esutjss-285	131	20	,	,	PUNCT
esutjss-285	131	21	but	but	CCONJ
esutjss-285	131	22	also	also	ADV
esutjss-285	131	23	by	by	ADP
esutjss-285	131	24	geographical	geographical	ADJ
esutjss-285	131	25	and	and	CCONJ
esutjss-285	131	26	structural	structural	ADJ
esutjss-285	131	27	context	context	NOUN
esutjss-285	131	28	.	.	PUNCT
esutjss-285	132	1	the	the	DET
esutjss-285	132	2	road	road	NOUN
esutjss-285	132	3	safety	safety	NOUN
esutjss-285	132	4	crisis	crisis	NOUN
esutjss-285	132	5	in	in	ADP
esutjss-285	132	6	nigeria	nigeria	PROPN
esutjss-285	132	7	is	be	AUX
esutjss-285	132	8	not	not	PART
esutjss-285	132	9	merely	merely	ADV
esutjss-285	132	10	the	the	DET
esutjss-285	132	11	result	result	NOUN
esutjss-285	132	12	of	of	ADP
esutjss-285	132	13	thoughtless	thoughtless	ADJ
esutjss-285	132	14	driving	driving	NOUN
esutjss-285	132	15	or	or	CCONJ
esutjss-285	132	16	traffic	traffic	NOUN
esutjss-285	132	17	jams	jam	NOUN
esutjss-285	132	18	in	in	ADP
esutjss-285	132	19	urban	urban	ADJ
esutjss-285	132	20	centers	center	NOUN
esutjss-285	132	21	;	;	PUNCT
esutjss-285	132	22	it	it	PRON
esutjss-285	132	23	is	be	AUX
esutjss-285	132	24	not	not	PART
esutjss-285	132	25	only	only	ADV
esutjss-285	132	26	the	the	DET
esutjss-285	132	27	lack	lack	NOUN
esutjss-285	132	28	of	of	ADP
esutjss-285	132	29	coherent	coherent	ADJ
esutjss-285	132	30	governance	governance	NOUN
esutjss-285	132	31	,	,	PUNCT
esutjss-285	132	32	planning	planning	NOUN
esutjss-285	132	33	,	,	PUNCT
esutjss-285	132	34	and	and	CCONJ
esutjss-285	132	35	underdevelopment	underdevelopment	NOUN
esutjss-285	132	36	of	of	ADP
esutjss-285	132	37	infrastructure	infrastructure	NOUN
esutjss-285	132	38	.	.	PUNCT
esutjss-285	133	1	although	although	SCONJ
esutjss-285	133	2	the	the	DET
esutjss-285	133	3	level	level	NOUN
esutjss-285	133	4	of	of	ADP
esutjss-285	133	5	severity	severity	NOUN
esutjss-285	133	6	is	be	AUX
esutjss-285	133	7	differing	differ	VERB
esutjss-285	133	8	in	in	ADP
esutjss-285	133	9	the	the	DET
esutjss-285	133	10	regions	region	NOUN
esutjss-285	133	11	indicating	indicate	VERB
esutjss-285	133	12	on	on	ADP
esutjss-285	133	13	local	local	ADJ
esutjss-285	133	14	infrastructural	infrastructural	ADJ
esutjss-285	133	15	gaps	gap	NOUN
esutjss-285	133	16	,	,	PUNCT
esutjss-285	133	17	the	the	DET
esutjss-285	133	18	national	national	ADJ
esutjss-285	133	19	outlook	outlook	NOUN
esutjss-285	133	20	proves	prove	VERB
esutjss-285	133	21	to	to	PART
esutjss-285	133	22	be	be	AUX
esutjss-285	133	23	more	more	ADV
esutjss-285	133	24	alarming	alarming	ADJ
esutjss-285	133	25	indicating	indicate	VERB
esutjss-285	133	26	a	a	DET
esutjss-285	133	27	comprehensive	comprehensive	ADJ
esutjss-285	133	28	infrastructural	infrastructural	ADJ
esutjss-285	133	29	reform	reform	NOUN
esutjss-285	133	30	on	on	ADP
esutjss-285	133	31	the	the	DET
esutjss-285	133	32	national	national	ADJ
esutjss-285	133	33	level	level	NOUN
esutjss-285	133	34	.	.	PUNCT
esutjss-285	134	1	policies	policy	NOUN
esutjss-285	134	2	should	should	AUX
esutjss-285	134	3	shift	shift	VERB
esutjss-285	134	4	away	away	ADV
esutjss-285	134	5	to	to	PART
esutjss-285	134	6	reactive	reactive	VERB
esutjss-285	134	7	post	post	ADJ
esutjss-285	134	8	-	-	ADJ
esutjss-285	134	9	crash	crash	ADJ
esutjss-285	134	10	responses	response	NOUN
esutjss-285	134	11	to	to	ADP
esutjss-285	134	12	proactive	proactive	ADJ
esutjss-285	134	13	investments	investment	NOUN
esutjss-285	134	14	in	in	ADP
esutjss-285	134	15	infrastructure	infrastructure	NOUN
esutjss-285	134	16	,	,	PUNCT
esutjss-285	134	17	risk	risk	NOUN
esutjss-285	134	18	mapping	mapping	NOUN
esutjss-285	134	19	data	datum	NOUN
esutjss-285	134	20	-	-	PUNCT
esutjss-285	134	21	driven	drive	VERB
esutjss-285	134	22	,	,	PUNCT
esutjss-285	134	23	and	and	CCONJ
esutjss-285	134	24	strong	strong	ADJ
esutjss-285	134	25	design	design	NOUN
esutjss-285	134	26	protocols	protocol	NOUN
esutjss-285	134	27	.	.	PUNCT
esutjss-285	135	1	the	the	DET
esutjss-285	135	2	use	use	NOUN
esutjss-285	135	3	of	of	ADP
esutjss-285	135	4	advanced	advanced	ADJ
esutjss-285	135	5	geospatial	geospatial	ADJ
esutjss-285	135	6	applications	application	NOUN
esutjss-285	135	7	(	(	PUNCT
esutjss-285	135	8	yunus	yunus	PROPN
esutjss-285	135	9	&	&	CCONJ
esutjss-285	135	10	abdulkarim	abdulkarim	PROPN
esutjss-285	135	11	,	,	PUNCT
esutjss-285	135	12	2022	2022	NUM
esutjss-285	135	13	)	)	PUNCT
esutjss-285	135	14	,	,	PUNCT
esutjss-285	135	15	intelligent	intelligent	ADJ
esutjss-285	135	16	transportation	transportation	NOUN
esutjss-285	135	17	systems	system	NOUN
esutjss-285	135	18	(	(	PUNCT
esutjss-285	135	19	ajayi	ajayi	NOUN
esutjss-285	135	20	et	et	PROPN
esutjss-285	135	21	al	al	PROPN
esutjss-285	135	22	.	.	PROPN
esutjss-285	135	23	,	,	PUNCT
esutjss-285	135	24	2021	2021	NUM
esutjss-285	135	25	;	;	PUNCT
esutjss-285	135	26	alli	alli	PROPN
esutjss-285	135	27	&	&	CCONJ
esutjss-285	135	28	ganiyu	ganiyu	PROPN
esutjss-285	135	29	,	,	PUNCT
esutjss-285	135	30	2021	2021	NUM
esutjss-285	135	31	)	)	PUNCT
esutjss-285	135	32	,	,	PUNCT
esutjss-285	135	33	and	and	CCONJ
esutjss-285	135	34	insurance	insurance	NOUN
esutjss-285	135	35	claims	claim	NOUN
esutjss-285	135	36	analytics	analytic	NOUN
esutjss-285	135	37	(	(	PUNCT
esutjss-285	135	38	bayode	bayode	VERB
esutjss-285	135	39	et	et	PROPN
esutjss-285	135	40	al	al	PROPN
esutjss-285	135	41	.	.	PROPN
esutjss-285	135	42	,	,	PUNCT
esutjss-285	135	43	2025	2025	NUM
esutjss-285	135	44	)	)	PUNCT
esutjss-285	135	45	may	may	AUX
esutjss-285	135	46	assist	assist	VERB
esutjss-285	135	47	in	in	ADP
esutjss-285	135	48	prioritizing	prioritize	VERB
esutjss-285	135	49	national	national	ADJ
esutjss-285	135	50	interventions	intervention	NOUN
esutjss-285	135	51	in	in	ADP
esutjss-285	135	52	the	the	DET
esutjss-285	135	53	course	course	NOUN
esutjss-285	135	54	of	of	ADP
esutjss-285	135	55	planning	planning	NOUN
esutjss-285	135	56	..	..	PUNCT
esutjss-285	135	57	implications	implication	NOUN
esutjss-285	135	58	for	for	ADP
esutjss-285	135	59	the	the	DET
esutjss-285	135	60	nigerian	nigerian	ADJ
esutjss-285	135	61	motor	motor	NOUN
esutjss-285	135	62	insurance	insurance	NOUN
esutjss-285	135	63	industry	industry	NOUN
esutjss-285	135	64	the	the	DET
esutjss-285	135	65	road	road	NOUN
esutjss-285	135	66	safety	safety	NOUN
esutjss-285	135	67	crisis	crisis	NOUN
esutjss-285	135	68	in	in	ADP
esutjss-285	135	69	nigeria	nigeria	PROPN
esutjss-285	135	70	carries	carry	VERB
esutjss-285	135	71	significant	significant	ADJ
esutjss-285	135	72	implications	implication	NOUN
esutjss-285	135	73	for	for	ADP
esutjss-285	135	74	the	the	DET
esutjss-285	135	75	country	country	NOUN
esutjss-285	135	76	's	's	PART
esutjss-285	135	77	motor	motor	NOUN
esutjss-285	135	78	insurance	insurance	NOUN
esutjss-285	135	79	sector	sector	NOUN
esutjss-285	135	80	.	.	PUNCT
esutjss-285	136	1	the	the	DET
esutjss-285	136	2	high	high	ADJ
esutjss-285	136	3	number	number	NOUN
esutjss-285	136	4	and	and	CCONJ
esutjss-285	136	5	magnitude	magnitude	NOUN
esutjss-285	136	6	of	of	ADP
esutjss-285	136	7	claims	claim	NOUN
esutjss-285	136	8	caused	cause	VERB
esutjss-285	136	9	by	by	ADP
esutjss-285	136	10	recurrent	recurrent	ADJ
esutjss-285	136	11	accidents	accident	NOUN
esutjss-285	136	12	impose	impose	VERB
esutjss-285	136	13	heavy	heavy	ADJ
esutjss-285	136	14	burden	burden	NOUN
esutjss-285	136	15	on	on	ADP
esutjss-285	136	16	the	the	DET
esutjss-285	136	17	insurance	insurance	NOUN
esutjss-285	136	18	providers	provider	NOUN
esutjss-285	136	19	increasing	increase	VERB
esutjss-285	136	20	their	their	PRON
esutjss-285	136	21	activities	activity	NOUN
esutjss-285	136	22	costs	cost	NOUN
esutjss-285	136	23	and	and	CCONJ
esutjss-285	136	24	low	low	ADJ
esutjss-285	136	25	returns	return	NOUN
esutjss-285	136	26	.	.	PUNCT
esutjss-285	137	1	the	the	DET
esutjss-285	137	2	authors	author	NOUN
esutjss-285	137	3	urge	urge	VERB
esutjss-285	137	4	that	that	SCONJ
esutjss-285	137	5	in	in	ADP
esutjss-285	137	6	turbulent	turbulent	ADJ
esutjss-285	137	7	accident	accident	NOUN
esutjss-285	137	8	environments	environment	NOUN
esutjss-285	137	9	,	,	PUNCT
esutjss-285	137	10	insurers	insurer	NOUN
esutjss-285	137	11	are	be	AUX
esutjss-285	137	12	impotent	impotent	ADJ
esutjss-285	137	13	in	in	ADP
esutjss-285	137	14	setting	set	VERB
esutjss-285	137	15	reasonable	reasonable	ADJ
esutjss-285	137	16	premiums	premium	NOUN
esutjss-285	137	17	,	,	PUNCT
esutjss-285	137	18	commonly	commonly	ADV
esutjss-285	137	19	utilizing	utilize	VERB
esutjss-285	137	20	general	general	ADJ
esutjss-285	137	21	risk	risk	NOUN
esutjss-285	137	22	swimming	swimming	NOUN
esutjss-285	137	23	pools	pool	NOUN
esutjss-285	137	24	instead	instead	ADV
esutjss-285	137	25	of	of	ADP
esutjss-285	137	26	fine	fine	ADV
esutjss-285	137	27	-	-	PUNCT
esutjss-285	137	28	grained	grain	VERB
esutjss-285	137	29	,	,	PUNCT
esutjss-285	137	30	behavior	behavior	NOUN
esutjss-285	137	31	-	-	PUNCT
esutjss-285	137	32	based	base	VERB
esutjss-285	137	33	designs	design	NOUN
esutjss-285	137	34	(	(	PUNCT
esutjss-285	137	35	martinez	martinez	PROPN
esutjss-285	137	36	et	et	PROPN
esutjss-285	137	37	al	al	PROPN
esutjss-285	137	38	.	.	PROPN
esutjss-285	137	39	,	,	PUNCT
esutjss-285	137	40	2019	2019	NUM
esutjss-285	137	41	)	)	PUNCT
esutjss-285	137	42	.	.	PUNCT
esutjss-285	138	1	the	the	DET
esutjss-285	138	2	article	article	NOUN
esutjss-285	138	3	by	by	ADP
esutjss-285	138	4	dorri	dorri	PROPN
esutjss-285	138	5	et	et	PROPN
esutjss-285	138	6	al	al	PROPN
esutjss-285	138	7	.	.	PROPN
esutjss-285	138	8	(	(	PUNCT
esutjss-285	138	9	2024	2024	NUM
esutjss-285	138	10	)	)	PUNCT
esutjss-285	138	11	provides	provide	VERB
esutjss-285	138	12	a	a	DET
esutjss-285	138	13	more	more	ADV
esutjss-285	138	14	sustainable	sustainable	ADJ
esutjss-285	138	15	approach	approach	NOUN
esutjss-285	138	16	by	by	ADP
esutjss-285	138	17	highlighting	highlight	VERB
esutjss-285	138	18	that	that	SCONJ
esutjss-285	138	19	in	in	ADP
esutjss-285	138	20	the	the	DET
esutjss-285	138	21	absence	absence	NOUN
esutjss-285	138	22	of	of	ADP
esutjss-285	138	23	good	good	ADJ
esutjss-285	138	24	infrastructure	infrastructure	NOUN
esutjss-285	138	25	,	,	PUNCT
esutjss-285	138	26	the	the	DET
esutjss-285	138	27	actuarial	actuarial	ADJ
esutjss-285	138	28	assumptions	assumption	NOUN
esutjss-285	138	29	become	become	VERB
esutjss-285	138	30	unreliable	unreliable	ADJ
esutjss-285	138	31	,	,	PUNCT
esutjss-285	138	32	and	and	CCONJ
esutjss-285	138	33	the	the	DET
esutjss-285	138	34	underwriters	underwriter	NOUN
esutjss-285	138	35	are	be	AUX
esutjss-285	138	36	not	not	PART
esutjss-285	138	37	able	able	ADJ
esutjss-285	138	38	to	to	PART
esutjss-285	138	39	distinguish	distinguish	VERB
esutjss-285	138	40	appropriately	appropriately	ADV
esutjss-285	138	41	between	between	ADP
esutjss-285	138	42	high	high	ADJ
esutjss-285	138	43	-	-	PUNCT
esutjss-285	138	44	risk	risk	NOUN
esutjss-285	138	45	and	and	CCONJ
esutjss-285	138	46	low	low	ADJ
esutjss-285	138	47	-	-	PUNCT
esutjss-285	138	48	risk	risk	NOUN
esutjss-285	138	49	clients	client	NOUN
esutjss-285	138	50	.	.	PUNCT
esutjss-285	139	1	this	this	PRON
esutjss-285	139	2	leaves	leave	VERB
esutjss-285	139	3	insurers	insurer	NOUN
esutjss-285	139	4	with	with	ADP
esutjss-285	139	5	237	237	NUM
esutjss-285	139	6	only	only	ADV
esutjss-285	139	7	two	two	NUM
esutjss-285	139	8	options	option	NOUN
esutjss-285	139	9	;	;	PUNCT
esutjss-285	139	10	increase	increase	VERB
esutjss-285	139	11	insurance	insurance	NOUN
esutjss-285	139	12	rates	rate	NOUN
esutjss-285	139	13	across	across	ADP
esutjss-285	139	14	the	the	DET
esutjss-285	139	15	board	board	NOUN
esutjss-285	139	16	and	and	CCONJ
esutjss-285	139	17	make	make	VERB
esutjss-285	139	18	policies	policy	NOUN
esutjss-285	139	19	unaffordable	unaffordable	ADJ
esutjss-285	139	20	or	or	CCONJ
esutjss-285	139	21	leave	leave	VERB
esutjss-285	139	22	some	some	DET
esutjss-285	139	23	markets	market	NOUN
esutjss-285	139	24	altogether	altogether	ADV
esutjss-285	139	25	.	.	PUNCT
esutjss-285	140	1	this	this	PRON
esutjss-285	140	2	can	can	AUX
esutjss-285	140	3	be	be	AUX
esutjss-285	140	4	detrimental	detrimental	ADJ
esutjss-285	140	5	in	in	ADP
esutjss-285	140	6	a	a	DET
esutjss-285	140	7	developing	develop	VERB
esutjss-285	140	8	economy	economy	NOUN
esutjss-285	140	9	such	such	ADJ
esutjss-285	140	10	as	as	ADP
esutjss-285	140	11	nigeria	nigeria	PROPN
esutjss-285	140	12	where	where	SCONJ
esutjss-285	140	13	insurance	insurance	NOUN
esutjss-285	140	14	penetration	penetration	NOUN
esutjss-285	140	15	is	be	AUX
esutjss-285	140	16	already	already	ADV
esutjss-285	140	17	low	low	ADJ
esutjss-285	140	18	and	and	CCONJ
esutjss-285	140	19	it	it	PRON
esutjss-285	140	20	can	can	AUX
esutjss-285	140	21	undo	undo	VERB
esutjss-285	140	22	any	any	DET
esutjss-285	140	23	slight	slight	ADJ
esutjss-285	140	24	progress	progress	NOUN
esutjss-285	140	25	in	in	ADP
esutjss-285	140	26	the	the	DET
esutjss-285	140	27	facilitation	facilitation	NOUN
esutjss-285	140	28	of	of	ADP
esutjss-285	140	29	financial	financial	ADJ
esutjss-285	140	30	inclusions	inclusion	NOUN
esutjss-285	140	31	and	and	CCONJ
esutjss-285	140	32	consumer	consumer	NOUN
esutjss-285	140	33	protections	protection	NOUN
esutjss-285	140	34	.	.	PUNCT
esutjss-285	141	1	but	but	CCONJ
esutjss-285	141	2	in	in	ADP
esutjss-285	141	3	these	these	DET
esutjss-285	141	4	difficulties	difficulty	NOUN
esutjss-285	141	5	lies	lie	VERB
esutjss-285	141	6	an	an	DET
esutjss-285	141	7	opportunity	opportunity	NOUN
esutjss-285	141	8	.	.	PUNCT
esutjss-285	142	1	when	when	SCONJ
esutjss-285	142	2	systematically	systematically	ADV
esutjss-285	142	3	gathered	gather	VERB
esutjss-285	142	4	and	and	CCONJ
esutjss-285	142	5	analyzed	analyze	VERB
esutjss-285	142	6	,	,	PUNCT
esutjss-285	142	7	claims	claim	NOUN
esutjss-285	142	8	data	datum	NOUN
esutjss-285	142	9	can	can	AUX
esutjss-285	142	10	act	act	VERB
esutjss-285	142	11	as	as	ADP
esutjss-285	142	12	a	a	DET
esutjss-285	142	13	proxy	proxy	NOUN
esutjss-285	142	14	when	when	SCONJ
esutjss-285	142	15	determining	determine	VERB
esutjss-285	142	16	infrastructural	infrastructural	ADJ
esutjss-285	142	17	deficiencies	deficiency	NOUN
esutjss-285	142	18	.	.	PUNCT
esutjss-285	143	1	pei	pei	PROPN
esutjss-285	143	2	et	et	PROPN
esutjss-285	143	3	al	al	PROPN
esutjss-285	143	4	.	.	PROPN
esutjss-285	144	1	(	(	PUNCT
esutjss-285	144	2	2024	2024	NUM
esutjss-285	144	3	)	)	PUNCT
esutjss-285	144	4	suggest	suggest	VERB
esutjss-285	144	5	utilizing	utilize	VERB
esutjss-285	144	6	insurance	insurance	NOUN
esutjss-285	144	7	data	datum	NOUN
esutjss-285	144	8	as	as	ADP
esutjss-285	144	9	a	a	DET
esutjss-285	144	10	loop	loop	NOUN
esutjss-285	144	11	within	within	ADP
esutjss-285	144	12	the	the	DET
esutjss-285	144	13	municipality	municipality	NOUN
esutjss-285	144	14	planning	planning	NOUN
esutjss-285	144	15	which	which	PRON
esutjss-285	144	16	in	in	ADP
esutjss-285	144	17	turn	turn	NOUN
esutjss-285	144	18	would	would	AUX
esutjss-285	144	19	prioritize	prioritize	VERB
esutjss-285	144	20	the	the	DET
esutjss-285	144	21	areas	area	NOUN
esutjss-285	144	22	with	with	ADP
esutjss-285	144	23	high	high	ADJ
esutjss-285	144	24	claims	claim	NOUN
esutjss-285	144	25	with	with	ADP
esutjss-285	144	26	the	the	DET
esutjss-285	144	27	requested	request	VERB
esutjss-285	144	28	infrastructure	infrastructure	NOUN
esutjss-285	144	29	evolvements	evolvement	NOUN
esutjss-285	144	30	.	.	PUNCT
esutjss-285	145	1	insurers	insurer	NOUN
esutjss-285	145	2	,	,	PUNCT
esutjss-285	145	3	regulators	regulator	NOUN
esutjss-285	145	4	and	and	CCONJ
esutjss-285	145	5	urban	urban	ADJ
esutjss-285	145	6	planners	planner	NOUN
esutjss-285	145	7	unite	unite	VERB
esutjss-285	145	8	to	to	PART
esutjss-285	145	9	convert	convert	VERB
esutjss-285	145	10	claims	claim	NOUN
esutjss-285	145	11	into	into	ADP
esutjss-285	145	12	actionable	actionable	ADJ
esutjss-285	145	13	intelligence	intelligence	NOUN
esutjss-285	145	14	in	in	ADP
esutjss-285	145	15	this	this	DET
esutjss-285	145	16	model	model	NOUN
esutjss-285	145	17	.	.	PUNCT
esutjss-285	146	1	in	in	ADP
esutjss-285	146	2	addition	addition	NOUN
esutjss-285	146	3	to	to	ADP
esutjss-285	146	4	this	this	PRON
esutjss-285	146	5	,	,	PUNCT
esutjss-285	146	6	wang	wang	PROPN
esutjss-285	146	7	et	et	PROPN
esutjss-285	146	8	al	al	PROPN
esutjss-285	146	9	.	.	PROPN
esutjss-285	146	10	(	(	PUNCT
esutjss-285	146	11	2023	2023	NUM
esutjss-285	146	12	)	)	PUNCT
esutjss-285	146	13	and	and	CCONJ
esutjss-285	146	14	van	van	PROPN
esutjss-285	146	15	heerdena	heerdena	PROPN
esutjss-285	146	16	,	,	PUNCT
esutjss-285	146	17	van	van	PROPN
esutjss-285	146	18	vuurena	vuurena	NOUN
esutjss-285	146	19	,	,	PUNCT
esutjss-285	146	20	and	and	CCONJ
esutjss-285	146	21	grobbelaarb	grobbelaarb	PROPN
esutjss-285	146	22	(	(	PUNCT
esutjss-285	146	23	n.d	n.d	PROPN
esutjss-285	146	24	.	.	PROPN
esutjss-285	146	25	)	)	PUNCT
esutjss-285	146	26	promote	promote	VERB
esutjss-285	146	27	the	the	DET
esutjss-285	146	28	creation	creation	NOUN
esutjss-285	146	29	of	of	ADP
esutjss-285	146	30	national	national	ADJ
esutjss-285	146	31	accidents	accident	NOUN
esutjss-285	146	32	databases	database	NOUN
esutjss-285	146	33	that	that	PRON
esutjss-285	146	34	will	will	AUX
esutjss-285	146	35	integrate	integrate	VERB
esutjss-285	146	36	accident	accident	NOUN
esutjss-285	146	37	data	datum	NOUN
esutjss-285	146	38	taken	take	VERB
esutjss-285	146	39	by	by	ADP
esutjss-285	146	40	police	police	NOUN
esutjss-285	146	41	,	,	PUNCT
esutjss-285	146	42	hospitals	hospital	NOUN
esutjss-285	146	43	,	,	PUNCT
esutjss-285	146	44	and	and	CCONJ
esutjss-285	146	45	insurance	insurance	NOUN
esutjss-285	146	46	companies	company	NOUN
esutjss-285	146	47	.	.	PUNCT
esutjss-285	147	1	predictive	predictive	ADJ
esutjss-285	147	2	models	model	NOUN
esutjss-285	147	3	could	could	AUX
esutjss-285	147	4	be	be	AUX
esutjss-285	147	5	developed	develop	VERB
esutjss-285	147	6	on	on	ADP
esutjss-285	147	7	such	such	ADJ
esutjss-285	147	8	platforms	platform	NOUN
esutjss-285	147	9	,	,	PUNCT
esutjss-285	147	10	to	to	PART
esutjss-285	147	11	enable	enable	VERB
esutjss-285	147	12	preventive	preventive	ADJ
esutjss-285	147	13	interventions	intervention	NOUN
esutjss-285	147	14	,	,	PUNCT
esutjss-285	147	15	and	and	CCONJ
esutjss-285	147	16	dynamic	dynamic	ADJ
esutjss-285	147	17	premium	premium	NOUN
esutjss-285	147	18	adjustment	adjustment	NOUN
esutjss-285	147	19	.	.	PUNCT
esutjss-285	148	1	this	this	PRON
esutjss-285	148	2	has	have	VERB
esutjss-285	148	3	the	the	DET
esutjss-285	148	4	advantages	advantage	NOUN
esutjss-285	148	5	not	not	PART
esutjss-285	148	6	only	only	ADV
esutjss-285	148	7	of	of	ADP
esutjss-285	148	8	enhancing	enhance	VERB
esutjss-285	148	9	financial	financial	ADJ
esutjss-285	148	10	sustainability	sustainability	NOUN
esutjss-285	148	11	to	to	ADP
esutjss-285	148	12	insurers	insurer	NOUN
esutjss-285	148	13	but	but	CCONJ
esutjss-285	148	14	also	also	ADV
esutjss-285	148	15	helps	help	VERB
esutjss-285	148	16	in	in	ADP
esutjss-285	148	17	wider	wide	ADJ
esutjss-285	148	18	road	road	NOUN
esutjss-285	148	19	safety	safety	NOUN
esutjss-285	148	20	objectives	objective	NOUN
esutjss-285	148	21	.	.	PUNCT
esutjss-285	149	1	spatial	spatial	ADJ
esutjss-285	149	2	and	and	CCONJ
esutjss-285	149	3	regional	regional	ADJ
esutjss-285	149	4	variations	variation	NOUN
esutjss-285	149	5	in	in	ADP
esutjss-285	149	6	road	road	NOUN
esutjss-285	149	7	infrastructure	infrastructure	NOUN
esutjss-285	149	8	conditions	condition	NOUN
esutjss-285	149	9	in	in	ADP
esutjss-285	149	10	nigeria	nigeria	PRON
esutjss-285	149	11	the	the	DET
esutjss-285	149	12	spatial	spatial	ADJ
esutjss-285	149	13	differences	difference	NOUN
esutjss-285	149	14	in	in	ADP
esutjss-285	149	15	road	road	NOUN
esutjss-285	149	16	conditions	condition	NOUN
esutjss-285	149	17	throughout	throughout	ADP
esutjss-285	149	18	nigeria	nigeria	PROPN
esutjss-285	149	19	are	be	AUX
esutjss-285	149	20	stark	stark	ADJ
esutjss-285	149	21	.	.	PUNCT
esutjss-285	150	1	certain	certain	ADJ
esutjss-285	150	2	cities	city	NOUN
esutjss-285	150	3	like	like	ADP
esutjss-285	150	4	abuja	abuja	PROPN
esutjss-285	150	5	,	,	PUNCT
esutjss-285	150	6	certain	certain	ADJ
esutjss-285	150	7	lagos	lagos	NOUN
esutjss-285	150	8	areas	area	NOUN
esutjss-285	150	9	,	,	PUNCT
esutjss-285	150	10	and	and	CCONJ
esutjss-285	150	11	certain	certain	ADJ
esutjss-285	150	12	state	state	NOUN
esutjss-285	150	13	capitals	capital	NOUN
esutjss-285	150	14	have	have	VERB
esutjss-285	150	15	relatively	relatively	ADV
esutjss-285	150	16	better	well	ADV
esutjss-285	150	17	maintained	maintain	VERB
esutjss-285	150	18	roads	road	NOUN
esutjss-285	150	19	,	,	PUNCT
esutjss-285	150	20	frequently	frequently	ADV
esutjss-285	150	21	as	as	ADP
esutjss-285	150	22	a	a	DET
esutjss-285	150	23	result	result	NOUN
esutjss-285	150	24	of	of	ADP
esutjss-285	150	25	focused	focused	ADJ
esutjss-285	150	26	federal	federal	ADJ
esutjss-285	150	27	funding	funding	NOUN
esutjss-285	150	28	,	,	PUNCT
esutjss-285	150	29	public	public	ADJ
esutjss-285	150	30	-	-	PUNCT
esutjss-285	150	31	private	private	ADJ
esutjss-285	150	32	alliances	alliance	NOUN
esutjss-285	150	33	,	,	PUNCT
esutjss-285	150	34	or	or	CCONJ
esutjss-285	150	35	improved	improve	VERB
esutjss-285	150	36	subnational	subnational	ADJ
esutjss-285	150	37	administrative	administrative	ADJ
esutjss-285	150	38	structures	structure	NOUN
esutjss-285	150	39	.	.	PUNCT
esutjss-285	151	1	conversely	conversely	ADV
esutjss-285	151	2	,	,	PUNCT
esutjss-285	151	3	large	large	ADJ
esutjss-285	151	4	sections	section	NOUN
esutjss-285	151	5	of	of	ADP
esutjss-285	151	6	the	the	DET
esutjss-285	151	7	northeast	northeast	NOUN
esutjss-285	151	8	,	,	PUNCT
esutjss-285	151	9	and	and	CCONJ
esutjss-285	151	10	the	the	DET
esutjss-285	151	11	middle	middle	ADJ
esutjss-285	151	12	belt	belt	NOUN
esutjss-285	151	13	are	be	AUX
esutjss-285	151	14	plagued	plague	VERB
esutjss-285	151	15	with	with	ADP
esutjss-285	151	16	maintained	maintain	VERB
esutjss-285	151	17	roads	road	NOUN
esutjss-285	151	18	that	that	PRON
esutjss-285	151	19	are	be	AUX
esutjss-285	151	20	in	in	ADP
esutjss-285	151	21	very	very	ADV
esutjss-285	151	22	poor	poor	ADJ
esutjss-285	151	23	conditions	condition	NOUN
esutjss-285	151	24	,	,	PUNCT
esutjss-285	151	25	undersurfaced	undersurfaced	ADJ
esutjss-285	151	26	or	or	CCONJ
esutjss-285	151	27	even	even	ADV
esutjss-285	151	28	impassable	impassable	ADJ
esutjss-285	151	29	roads	road	NOUN
esutjss-285	151	30	.	.	PUNCT
esutjss-285	152	1	these	these	DET
esutjss-285	152	2	disparities	disparity	NOUN
esutjss-285	152	3	are	be	AUX
esutjss-285	152	4	not	not	PART
esutjss-285	152	5	just	just	ADV
esutjss-285	152	6	anecdotal	anecdotal	ADJ
esutjss-285	152	7	,	,	PUNCT
esutjss-285	152	8	but	but	CCONJ
esutjss-285	152	9	are	be	AUX
esutjss-285	152	10	backed	back	VERB
esutjss-285	152	11	by	by	ADP
esutjss-285	152	12	empirical	empirical	ADJ
esutjss-285	152	13	research	research	NOUN
esutjss-285	152	14	that	that	PRON
esutjss-285	152	15	finds	find	VERB
esutjss-285	152	16	geography	geography	NOUN
esutjss-285	152	17	to	to	PART
esutjss-285	152	18	be	be	AUX
esutjss-285	152	19	a	a	DET
esutjss-285	152	20	fundamental	fundamental	ADJ
esutjss-285	152	21	base	base	NOUN
esutjss-285	152	22	of	of	ADP
esutjss-285	152	23	the	the	DET
esutjss-285	152	24	condition	condition	NOUN
esutjss-285	152	25	of	of	ADP
esutjss-285	152	26	roads	road	NOUN
esutjss-285	152	27	and	and	CCONJ
esutjss-285	152	28	the	the	DET
esutjss-285	152	29	safety	safety	NOUN
esutjss-285	152	30	of	of	ADP
esutjss-285	152	31	transport	transport	NOUN
esutjss-285	152	32	in	in	ADP
esutjss-285	152	33	transport	transport	NOUN
esutjss-285	152	34	.	.	PUNCT
esutjss-285	153	1	adeleke	adeleke	ADJ
esutjss-285	153	2	,	,	PUNCT
esutjss-285	153	3	osayomi	osayomi	NOUN
esutjss-285	153	4	,	,	PUNCT
esutjss-285	153	5	and	and	CCONJ
esutjss-285	153	6	iyanda	iyanda	PROPN
esutjss-285	153	7	(	(	PUNCT
esutjss-285	153	8	2020	2020	NUM
esutjss-285	153	9	)	)	PUNCT
esutjss-285	153	10	present	present	ADJ
esutjss-285	153	11	clear	clear	ADJ
esutjss-285	153	12	and	and	CCONJ
esutjss-285	153	13	strong	strong	ADJ
esutjss-285	153	14	evidence	evidence	NOUN
esutjss-285	153	15	that	that	SCONJ
esutjss-285	153	16	this	this	DET
esutjss-285	153	17	spatial	spatial	ADJ
esutjss-285	153	18	distribution	distribution	NOUN
esutjss-285	153	19	of	of	ADP
esutjss-285	153	20	road	road	NOUN
esutjss-285	153	21	traffic	traffic	NOUN
esutjss-285	153	22	crashes	crash	NOUN
esutjss-285	153	23	in	in	ADP
esutjss-285	153	24	occurrence	occurrence	NOUN
esutjss-285	153	25	and	and	CCONJ
esutjss-285	153	26	severity	severity	NOUN
esutjss-285	153	27	is	be	AUX
esutjss-285	153	28	critical	critical	ADJ
esutjss-285	153	29	,	,	PUNCT
esutjss-285	153	30	and	and	CCONJ
esutjss-285	153	31	the	the	DET
esutjss-285	153	32	quality	quality	NOUN
esutjss-285	153	33	of	of	ADP
esutjss-285	153	34	infrastructure	infrastructure	NOUN
esutjss-285	153	35	is	be	AUX
esutjss-285	153	36	an	an	DET
esutjss-285	153	37	important	important	ADJ
esutjss-285	153	38	factor	factor	NOUN
esutjss-285	153	39	.	.	PUNCT
esutjss-285	154	1	the	the	DET
esutjss-285	154	2	reflections	reflection	NOUN
esutjss-285	154	3	of	of	ADP
esutjss-285	154	4	regional	regional	ADJ
esutjss-285	154	5	variation	variation	NOUN
esutjss-285	154	6	in	in	ADP
esutjss-285	154	7	human	human	ADJ
esutjss-285	154	8	and	and	CCONJ
esutjss-285	154	9	mechanical	mechanical	ADJ
esutjss-285	154	10	components	component	NOUN
esutjss-285	154	11	make	make	VERB
esutjss-285	154	12	their	their	PRON
esutjss-285	154	13	study	study	NOUN
esutjss-285	154	14	remarkable	remarkable	ADJ
esutjss-285	154	15	as	as	SCONJ
esutjss-285	154	16	the	the	DET
esutjss-285	154	17	components	component	NOUN
esutjss-285	154	18	combine	combine	VERB
esutjss-285	154	19	with	with	ADP
esutjss-285	154	20	the	the	DET
esutjss-285	154	21	infrastructural	infrastructural	ADJ
esutjss-285	154	22	gaps	gap	NOUN
esutjss-285	154	23	at	at	ADP
esutjss-285	154	24	the	the	DET
esutjss-285	154	25	local	local	ADJ
esutjss-285	154	26	level	level	NOUN
esutjss-285	154	27	to	to	PART
esutjss-285	154	28	generate	generate	VERB
esutjss-285	154	29	highly	highly	ADV
esutjss-285	154	30	inconsistent	inconsistent	ADJ
esutjss-285	154	31	road	road	NOUN
esutjss-285	154	32	safety	safety	NOUN
esutjss-285	154	33	results	result	NOUN
esutjss-285	154	34	.	.	PUNCT
esutjss-285	155	1	the	the	DET
esutjss-285	155	2	report	report	NOUN
esutjss-285	155	3	by	by	ADP
esutjss-285	155	4	akinyemi	akinyemi	NOUN
esutjss-285	155	5	(	(	PUNCT
esutjss-285	155	6	2019	2019	NUM
esutjss-285	155	7	)	)	PUNCT
esutjss-285	155	8	uses	use	VERB
esutjss-285	155	9	exploratory	exploratory	ADJ
esutjss-285	155	10	spatial	spatial	ADJ
esutjss-285	155	11	data	data	NOUN
esutjss-285	155	12	analysis	analysis	NOUN
esutjss-285	155	13	(	(	PUNCT
esutjss-285	155	14	esda	esda	NOUN
esutjss-285	155	15	)	)	PUNCT
esutjss-285	155	16	methods	method	NOUN
esutjss-285	155	17	to	to	PART
esutjss-285	155	18	delve	delve	VERB
esutjss-285	155	19	deeper	deeply	ADV
esutjss-285	155	20	into	into	ADP
esutjss-285	155	21	these	these	DET
esutjss-285	155	22	geospatial	geospatial	ADJ
esutjss-285	155	23	dynamics	dynamic	NOUN
esutjss-285	155	24	,	,	PUNCT
esutjss-285	155	25	showing	show	VERB
esutjss-285	155	26	that	that	DET
esutjss-285	155	27	road	road	NOUN
esutjss-285	155	28	mortality	mortality	NOUN
esutjss-285	155	29	and	and	CCONJ
esutjss-285	155	30	morbidity	morbidity	NOUN
esutjss-285	155	31	are	be	AUX
esutjss-285	155	32	concentrated	concentrate	VERB
esutjss-285	155	33	in	in	ADP
esutjss-285	155	34	infrastrurally	infrastrurally	ADV
esutjss-285	155	35	deprived	deprive	VERB
esutjss-285	155	36	areas	area	NOUN
esutjss-285	155	37	.	.	PUNCT
esutjss-285	156	1	such	such	ADJ
esutjss-285	156	2	results	result	NOUN
esutjss-285	156	3	validate	validate	VERB
esutjss-285	156	4	what	what	PRON
esutjss-285	156	5	ordinary	ordinary	ADJ
esutjss-285	156	6	commuters	commuter	NOUN
esutjss-285	156	7	and	and	CCONJ
esutjss-285	156	8	logistics	logistic	NOUN
esutjss-285	156	9	providers	provider	NOUN
esutjss-285	156	10	have	have	AUX
esutjss-285	156	11	long	long	ADV
esutjss-285	156	12	had	have	AUX
esutjss-285	156	13	their	their	PRON
esutjss-285	156	14	instincts	instinct	NOUN
esutjss-285	156	15	tell	tell	VERB
esutjss-285	156	16	them	they	PRON
esutjss-285	156	17	,	,	PUNCT
esutjss-285	156	18	that	that	DET
esutjss-285	156	19	geography	geography	NOUN
esutjss-285	156	20	and	and	CCONJ
esutjss-285	156	21	infrastructure	infrastructure	NOUN
esutjss-285	156	22	act	act	NOUN
esutjss-285	156	23	in	in	ADP
esutjss-285	156	24	concert	concert	NOUN
esutjss-285	156	25	to	to	PART
esutjss-285	156	26	generate	generate	VERB
esutjss-285	156	27	unequal	unequal	ADJ
esutjss-285	156	28	transport	transport	NOUN
esutjss-285	156	29	risks	risk	NOUN
esutjss-285	156	30	in	in	ADP
esutjss-285	156	31	nigeria	nigeria	PROPN
esutjss-285	156	32	.	.	PUNCT
esutjss-285	157	1	these	these	DET
esutjss-285	157	2	spatial	spatial	ADJ
esutjss-285	157	3	disparities	disparity	NOUN
esutjss-285	157	4	also	also	ADV
esutjss-285	157	5	have	have	VERB
esutjss-285	157	6	a	a	DET
esutjss-285	157	7	significant	significant	ADJ
esutjss-285	157	8	impact	impact	NOUN
esutjss-285	157	9	on	on	ADP
esutjss-285	157	10	public	public	ADJ
esutjss-285	157	11	health	health	NOUN
esutjss-285	157	12	outcomes	outcome	NOUN
esutjss-285	157	13	.	.	PUNCT
esutjss-285	158	1	the	the	DET
esutjss-285	158	2	article	article	NOUN
esutjss-285	158	3	by	by	ADP
esutjss-285	158	4	odusola	odusola	PROPN
esutjss-285	158	5	et	et	PROPN
esutjss-285	158	6	al	al	PROPN
esutjss-285	158	7	.	.	PROPN
esutjss-285	158	8	(	(	PUNCT
esutjss-285	158	9	2023	2023	NUM
esutjss-285	158	10	)	)	PUNCT
esutjss-285	158	11	shows	show	VERB
esutjss-285	158	12	that	that	SCONJ
esutjss-285	158	13	the	the	DET
esutjss-285	158	14	response	response	NOUN
esutjss-285	158	15	time	time	NOUN
esutjss-285	158	16	of	of	ADP
esutjss-285	158	17	ambulances	ambulance	NOUN
esutjss-285	158	18	in	in	ADP
esutjss-285	158	19	lagos	lagos	NOUN
esutjss-285	158	20	state	state	NOUN
esutjss-285	158	21	is	be	AUX
esutjss-285	158	22	highly	highly	ADV
esutjss-285	158	23	dependent	dependent	ADJ
esutjss-285	158	24	on	on	ADP
esutjss-285	158	25	the	the	DET
esutjss-285	158	26	conditions	condition	NOUN
esutjss-285	158	27	of	of	ADP
esutjss-285	158	28	local	local	ADJ
esutjss-285	158	29	traffic	traffic	NOUN
esutjss-285	158	30	and	and	CCONJ
esutjss-285	158	31	the	the	DET
esutjss-285	158	32	state	state	NOUN
esutjss-285	158	33	of	of	ADP
esutjss-285	158	34	roads	road	NOUN
esutjss-285	158	35	.	.	PUNCT
esutjss-285	159	1	back	back	ADV
esutjss-285	159	2	in	in	ADP
esutjss-285	159	3	nigeria	nigeria	PROPN
esutjss-285	159	4	,	,	PUNCT
esutjss-285	159	5	in	in	ADP
esutjss-285	159	6	the	the	DET
esutjss-285	159	7	most	most	ADV
esutjss-285	159	8	economically	economically	ADV
esutjss-285	159	9	advanced	advanced	ADJ
esutjss-285	159	10	state	state	NOUN
esutjss-285	159	11	,	,	PUNCT
esutjss-285	159	12	the	the	DET
esutjss-285	159	13	emergency	emergency	NOUN
esutjss-285	159	14	response	response	NOUN
esutjss-285	159	15	time	time	NOUN
esutjss-285	159	16	costs	cost	VERB
esutjss-285	159	17	people	people	NOUN
esutjss-285	159	18	life	life	NOUN
esutjss-285	159	19	and	and	CCONJ
esutjss-285	159	20	problems	problem	NOUN
esutjss-285	159	21	in	in	ADP
esutjss-285	159	22	some	some	DET
esutjss-285	159	23	districts	district	NOUN
esutjss-285	159	24	is	be	AUX
esutjss-285	159	25	high	high	ADJ
esutjss-285	159	26	because	because	SCONJ
esutjss-285	159	27	of	of	ADP
esutjss-285	159	28	the	the	DET
esutjss-285	159	29	overcrowding	overcrowding	NOUN
esutjss-285	159	30	and	and	CCONJ
esutjss-285	159	31	the	the	DET
esutjss-285	159	32	road	road	NOUN
esutjss-285	159	33	conditions	condition	NOUN
esutjss-285	159	34	being	be	AUX
esutjss-285	159	35	poor	poor	ADJ
esutjss-285	159	36	.	.	PUNCT
esutjss-285	160	1	the	the	DET
esutjss-285	160	2	context	context	NOUN
esutjss-285	160	3	-	-	PUNCT
esutjss-285	160	4	sensitive	sensitive	ADJ
esutjss-285	160	5	and	and	CCONJ
esutjss-285	160	6	regionally	regionally	ADV
esutjss-285	160	7	calibrated	calibrate	VERB
esutjss-285	160	8	infrastructure	infrastructure	NOUN
esutjss-285	160	9	planning	planning	NOUN
esutjss-285	160	10	is	be	AUX
esutjss-285	160	11	backed	back	VERB
esutjss-285	160	12	by	by	ADP
esutjss-285	160	13	their	their	PRON
esutjss-285	160	14	spatial	spatial	ADJ
esutjss-285	160	15	and	and	CCONJ
esutjss-285	160	16	temporal	temporal	ADJ
esutjss-285	160	17	analysis	analysis	NOUN
esutjss-285	160	18	.	.	PUNCT
esutjss-285	161	1	where	where	SCONJ
esutjss-285	161	2	road	road	NOUN
esutjss-285	161	3	infrastructure	infrastructure	NOUN
esutjss-285	161	4	is	be	AUX
esutjss-285	161	5	most	most	ADV
esutjss-285	161	6	lacking	lacking	ADJ
esutjss-285	161	7	,	,	PUNCT
esutjss-285	161	8	the	the	DET
esutjss-285	161	9	economic	economic	ADJ
esutjss-285	161	10	costs	cost	NOUN
esutjss-285	161	11	are	be	AUX
esutjss-285	161	12	also	also	ADV
esutjss-285	161	13	aggravated	aggravate	VERB
esutjss-285	161	14	.	.	PUNCT
esutjss-285	162	1	late	late	ADJ
esutjss-285	162	2	deliveries	delivery	NOUN
esutjss-285	162	3	of	of	ADP
esutjss-285	162	4	goods	good	NOUN
esutjss-285	162	5	,	,	PUNCT
esutjss-285	162	6	spoilage	spoilage	NOUN
esutjss-285	162	7	of	of	ADP
esutjss-285	162	8	agricultural	agricultural	ADJ
esutjss-285	162	9	products	product	NOUN
esutjss-285	162	10	,	,	PUNCT
esutjss-285	162	11	and	and	CCONJ
esutjss-285	162	12	greater	great	ADJ
esutjss-285	162	13	fuel	fuel	NOUN
esutjss-285	162	14	wastage	wastage	NOUN
esutjss-285	162	15	and	and	CCONJ
esutjss-285	162	16	maintenance	maintenance	NOUN
esutjss-285	162	17	expenses	expense	NOUN
esutjss-285	162	18	damage	damage	VERB
esutjss-285	162	19	economic	economic	ADJ
esutjss-285	162	20	activities	activity	NOUN
esutjss-285	162	21	and	and	CCONJ
esutjss-285	162	22	thus	thus	ADV
esutjss-285	162	23	depleted	depleted	ADJ
esutjss-285	162	24	household	household	NOUN
esutjss-285	162	25	income	income	NOUN
esutjss-285	162	26	.	.	PUNCT
esutjss-285	163	1	these	these	DET
esutjss-285	163	2	effects	effect	NOUN
esutjss-285	163	3	are	be	AUX
esutjss-285	163	4	severe	severe	ADJ
esutjss-285	163	5	especially	especially	ADV
esutjss-285	163	6	in	in	ADP
esutjss-285	163	7	the	the	DET
esutjss-285	163	8	rural	rural	ADJ
esutjss-285	163	9	economies	economy	NOUN
esutjss-285	163	10	which	which	PRON
esutjss-285	163	11	depend	depend	VERB
esutjss-285	163	12	on	on	ADP
esutjss-285	163	13	the	the	DET
esutjss-285	163	14	road	road	NOUN
esutjss-285	163	15	networks	network	NOUN
esutjss-285	163	16	in	in	ADP
esutjss-285	163	17	order	order	NOUN
esutjss-285	163	18	to	to	PART
esutjss-285	163	19	reach	reach	VERB
esutjss-285	163	20	markets	market	NOUN
esutjss-285	163	21	,	,	PUNCT
esutjss-285	163	22	health	health	NOUN
esutjss-285	163	23	and	and	CCONJ
esutjss-285	163	24	education	education	NOUN
esutjss-285	163	25	.	.	PUNCT
esutjss-285	164	1	by	by	ADP
esutjss-285	164	2	building	build	VERB
esutjss-285	164	3	a	a	DET
esutjss-285	164	4	geographic	geographic	ADJ
esutjss-285	164	5	road	road	NOUN
esutjss-285	164	6	accident	accident	NOUN
esutjss-285	164	7	severity	severity	NOUN
esutjss-285	164	8	index	index	NOUN
esutjss-285	164	9	,	,	PUNCT
esutjss-285	164	10	iyanda	iyanda	PROPN
esutjss-285	164	11	(	(	PUNCT
esutjss-285	164	12	2019	2019	NUM
esutjss-285	164	13	)	)	PUNCT
esutjss-285	164	14	highlights	highlight	VERB
esutjss-285	164	15	the	the	DET
esutjss-285	164	16	correlation	correlation	NOUN
esutjss-285	164	17	between	between	ADP
esutjss-285	164	18	poor	poor	ADJ
esutjss-285	164	19	road	road	NOUN
esutjss-285	164	20	infrastructure	infrastructure	NOUN
esutjss-285	164	21	and	and	CCONJ
esutjss-285	164	22	the	the	DET
esutjss-285	164	23	severity	severity	NOUN
esutjss-285	164	24	of	of	ADP
esutjss-285	164	25	accidents	accident	NOUN
esutjss-285	164	26	.	.	PUNCT
esutjss-285	165	1	this	this	DET
esutjss-285	165	2	research	research	NOUN
esutjss-285	165	3	concludes	conclude	VERB
esutjss-285	165	4	that	that	SCONJ
esutjss-285	165	5	the	the	DET
esutjss-285	165	6	chances	chance	NOUN
esutjss-285	165	7	of	of	ADP
esutjss-285	165	8	fatal	fatal	ADJ
esutjss-285	165	9	accidents	accident	NOUN
esutjss-285	165	10	on	on	ADP
esutjss-285	165	11	the	the	DET
esutjss-285	165	12	road	road	NOUN
esutjss-285	165	13	are	be	AUX
esutjss-285	165	14	considerably	considerably	ADV
esutjss-285	165	15	high	high	ADJ
esutjss-285	165	16	in	in	ADP
esutjss-285	165	17	areas	area	NOUN
esutjss-285	165	18	where	where	SCONJ
esutjss-285	165	19	the	the	DET
esutjss-285	165	20	road	road	NOUN
esutjss-285	165	21	is	be	AUX
esutjss-285	165	22	poorly	poorly	ADV
esutjss-285	165	23	constructed	construct	VERB
esutjss-285	165	24	or	or	CCONJ
esutjss-285	165	25	maintained	maintain	VERB
esutjss-285	165	26	.	.	PUNCT
esutjss-285	166	1	such	such	DET
esutjss-285	166	2	an	an	DET
esutjss-285	166	3	association	association	NOUN
esutjss-285	166	4	has	have	AUX
esutjss-285	166	5	farreaching	farreache	VERB
esutjss-285	166	6	policy	policy	NOUN
esutjss-285	166	7	implications	implication	NOUN
esutjss-285	166	8	,	,	PUNCT
esutjss-285	166	9	especially	especially	ADV
esutjss-285	166	10	in	in	ADP
esutjss-285	166	11	a	a	DET
esutjss-285	166	12	nation	nation	NOUN
esutjss-285	166	13	with	with	ADP
esutjss-285	166	14	an	an	DET
esutjss-285	166	15	uneven	uneven	ADJ
esutjss-285	166	16	238	238	NUM
esutjss-285	166	17	distribution	distribution	NOUN
esutjss-285	166	18	in	in	ADP
esutjss-285	166	19	access	access	NOUN
esutjss-285	166	20	to	to	ADP
esutjss-285	166	21	emergency	emergency	NOUN
esutjss-285	166	22	care	care	NOUN
esutjss-285	166	23	and	and	CCONJ
esutjss-285	166	24	trauma	trauma	NOUN
esutjss-285	166	25	management	management	NOUN
esutjss-285	166	26	.	.	PUNCT
esutjss-285	167	1	moreover	moreover	ADV
esutjss-285	167	2	,	,	PUNCT
esutjss-285	167	3	these	these	DET
esutjss-285	167	4	infrastructural	infrastructural	ADJ
esutjss-285	167	5	disparities	disparity	NOUN
esutjss-285	167	6	closely	closely	ADV
esutjss-285	167	7	align	align	VERB
esutjss-285	167	8	with	with	ADP
esutjss-285	167	9	the	the	DET
esutjss-285	167	10	larger	large	ADJ
esutjss-285	167	11	pattern	pattern	NOUN
esutjss-285	167	12	of	of	ADP
esutjss-285	167	13	regional	regional	ADJ
esutjss-285	167	14	inequality	inequality	NOUN
esutjss-285	167	15	in	in	ADP
esutjss-285	167	16	nigeria	nigeria	PROPN
esutjss-285	167	17	,	,	PUNCT
esutjss-285	167	18	overlapping	overlap	VERB
esutjss-285	167	19	with	with	ADP
esutjss-285	167	20	the	the	DET
esutjss-285	167	21	patterns	pattern	NOUN
esutjss-285	167	22	of	of	ADP
esutjss-285	167	23	poverty	poverty	NOUN
esutjss-285	167	24	,	,	PUNCT
esutjss-285	167	25	political	political	ADJ
esutjss-285	167	26	marginalization	marginalization	NOUN
esutjss-285	167	27	,	,	PUNCT
esutjss-285	167	28	and	and	CCONJ
esutjss-285	167	29	low	low	ADJ
esutjss-285	167	30	institutional	institutional	ADJ
esutjss-285	167	31	capacity	capacity	NOUN
esutjss-285	167	32	.	.	PUNCT
esutjss-285	168	1	bayode	bayode	NOUN
esutjss-285	168	2	et	et	PROPN
esutjss-285	168	3	al	al	PROPN
esutjss-285	168	4	.	.	PROPN
esutjss-285	169	1	(	(	PUNCT
esutjss-285	169	2	2022	2022	NUM
esutjss-285	169	3	)	)	PUNCT
esutjss-285	169	4	are	be	AUX
esutjss-285	169	5	a	a	DET
esutjss-285	169	6	bit	bit	NOUN
esutjss-285	169	7	spatially	spatially	ADV
esutjss-285	169	8	narrower	narrow	ADJ
esutjss-285	169	9	in	in	ADP
esutjss-285	169	10	their	their	PRON
esutjss-285	169	11	subject	subject	NOUN
esutjss-285	169	12	of	of	ADP
esutjss-285	169	13	research	research	NOUN
esutjss-285	169	14	,	,	PUNCT
esutjss-285	169	15	being	be	AUX
esutjss-285	169	16	occupied	occupy	VERB
esutjss-285	169	17	with	with	ADP
esutjss-285	169	18	the	the	DET
esutjss-285	169	19	spatial	spatial	ADJ
esutjss-285	169	20	distribution	distribution	NOUN
esutjss-285	169	21	of	of	ADP
esutjss-285	169	22	covid-19	covid-19	PROPN
esutjss-285	169	23	risk	risk	NOUN
esutjss-285	169	24	factors	factor	NOUN
esutjss-285	169	25	,	,	PUNCT
esutjss-285	169	26	but	but	CCONJ
esutjss-285	169	27	still	still	ADV
esutjss-285	169	28	have	have	VERB
esutjss-285	169	29	a	a	DET
esutjss-285	169	30	methodologically	methodologically	ADV
esutjss-285	169	31	applicable	applicable	ADJ
esutjss-285	169	32	contribution	contribution	NOUN
esutjss-285	169	33	to	to	PART
esutjss-285	169	34	make	make	VERB
esutjss-285	169	35	in	in	ADP
esutjss-285	169	36	the	the	DET
esutjss-285	169	37	field	field	NOUN
esutjss-285	169	38	in	in	ADP
esutjss-285	169	39	question	question	NOUN
esutjss-285	169	40	,	,	PUNCT
esutjss-285	169	41	having	having	AUX
esutjss-285	169	42	applied	apply	VERB
esutjss-285	169	43	spatial	spatial	ADJ
esutjss-285	169	44	regression	regression	NOUN
esutjss-285	169	45	methods	method	NOUN
esutjss-285	169	46	which	which	PRON
esutjss-285	169	47	can	can	AUX
esutjss-285	169	48	be	be	AUX
esutjss-285	169	49	effectively	effectively	ADV
esutjss-285	169	50	applied	apply	VERB
esutjss-285	169	51	to	to	ADP
esutjss-285	169	52	the	the	DET
esutjss-285	169	53	same	same	ADJ
esutjss-285	169	54	areas	area	NOUN
esutjss-285	169	55	of	of	ADP
esutjss-285	169	56	concern	concern	NOUN
esutjss-285	169	57	as	as	ADP
esutjss-285	169	58	the	the	DET
esutjss-285	169	59	road	road	NOUN
esutjss-285	169	60	infrastructure	infrastructure	NOUN
esutjss-285	169	61	and	and	CCONJ
esutjss-285	169	62	crash	crash	NOUN
esutjss-285	169	63	analysis	analysis	NOUN
esutjss-285	169	64	.	.	PUNCT
esutjss-285	170	1	their	their	PRON
esutjss-285	170	2	effort	effort	NOUN
esutjss-285	170	3	directs	direct	VERB
esutjss-285	170	4	to	to	ADP
esutjss-285	170	5	the	the	DET
esutjss-285	170	6	utility	utility	NOUN
esutjss-285	170	7	of	of	ADP
esutjss-285	170	8	spatial	spatial	ADJ
esutjss-285	170	9	modeling	modeling	NOUN
esutjss-285	170	10	in	in	ADP
esutjss-285	170	11	resolving	resolve	VERB
esutjss-285	170	12	clusters	cluster	NOUN
esutjss-285	170	13	of	of	ADP
esutjss-285	170	14	infrastructural	infrastructural	ADJ
esutjss-285	170	15	disregard	disregard	NOUN
esutjss-285	170	16	and	and	CCONJ
esutjss-285	170	17	permitting	permit	VERB
esutjss-285	170	18	more	more	ADV
esutjss-285	170	19	exact	exact	ADJ
esutjss-285	170	20	interventions	intervention	NOUN
esutjss-285	170	21	.	.	PUNCT
esutjss-285	171	1	in	in	ADP
esutjss-285	171	2	spite	spite	NOUN
esutjss-285	171	3	of	of	ADP
esutjss-285	171	4	marginal	marginal	ADJ
esutjss-285	171	5	gains	gain	NOUN
esutjss-285	171	6	in	in	ADP
esutjss-285	171	7	some	some	DET
esutjss-285	171	8	urban	urban	ADJ
esutjss-285	171	9	centers	center	NOUN
esutjss-285	171	10	,	,	PUNCT
esutjss-285	171	11	the	the	DET
esutjss-285	171	12	situation	situation	NOUN
esutjss-285	171	13	nationally	nationally	ADV
esutjss-285	171	14	is	be	AUX
esutjss-285	171	15	grim	grim	ADJ
esutjss-285	171	16	(	(	PUNCT
esutjss-285	171	17	alli	alli	PROPN
esutjss-285	171	18	,	,	PUNCT
esutjss-285	171	19	2024	2024	NUM
esutjss-285	171	20	)	)	PUNCT
esutjss-285	171	21	.	.	PUNCT
esutjss-285	172	1	urban	urban	ADJ
esutjss-285	172	2	infrastructure	infrastructure	NOUN
esutjss-285	172	3	and	and	CCONJ
esutjss-285	172	4	road	road	NOUN
esutjss-285	172	5	safety	safety	NOUN
esutjss-285	172	6	challenges	challenge	NOUN
esutjss-285	172	7	in	in	ADP
esutjss-285	172	8	lagos	lagos	NOUN
esutjss-285	172	9	state	state	NOUN
esutjss-285	172	10	lagos	lago	NOUN
esutjss-285	172	11	,	,	PUNCT
esutjss-285	172	12	the	the	DET
esutjss-285	172	13	prime	prime	ADJ
esutjss-285	172	14	economic	economic	ADJ
esutjss-285	172	15	center	center	NOUN
esutjss-285	172	16	of	of	ADP
esutjss-285	172	17	nigeria	nigeria	PROPN
esutjss-285	172	18	that	that	PRON
esutjss-285	172	19	is	be	AUX
esutjss-285	172	20	one	one	NUM
esutjss-285	172	21	of	of	ADP
esutjss-285	172	22	the	the	DET
esutjss-285	172	23	most	most	ADV
esutjss-285	172	24	dense	dense	ADJ
esutjss-285	172	25	urban	urban	ADJ
esutjss-285	172	26	agglomerations	agglomeration	NOUN
esutjss-285	172	27	in	in	ADP
esutjss-285	172	28	africa	africa	PROPN
esutjss-285	172	29	,	,	PUNCT
esutjss-285	172	30	is	be	AUX
esutjss-285	172	31	emblematic	emblematic	ADJ
esutjss-285	172	32	of	of	ADP
esutjss-285	172	33	infrastructural	infrastructural	ADJ
esutjss-285	172	34	problems	problem	NOUN
esutjss-285	172	35	in	in	ADP
esutjss-285	172	36	the	the	DET
esutjss-285	172	37	rapidly	rapidly	ADV
esutjss-285	172	38	urbanizing	urbanizing	ADJ
esutjss-285	172	39	cities	city	NOUN
esutjss-285	172	40	of	of	ADP
esutjss-285	172	41	the	the	DET
esutjss-285	172	42	global	global	PROPN
esutjss-285	172	43	south	south	PROPN
esutjss-285	172	44	.	.	PUNCT
esutjss-285	173	1	with	with	ADP
esutjss-285	173	2	its	its	PRON
esutjss-285	173	3	already	already	ADV
esutjss-285	173	4	large	large	ADJ
esutjss-285	173	5	population	population	NOUN
esutjss-285	173	6	and	and	CCONJ
esutjss-285	173	7	the	the	DET
esutjss-285	173	8	combination	combination	NOUN
esutjss-285	173	9	of	of	ADP
esutjss-285	173	10	natural	natural	ADJ
esutjss-285	173	11	and	and	CCONJ
esutjss-285	173	12	internal	internal	ADJ
esutjss-285	173	13	migration	migration	NOUN
esutjss-285	173	14	,	,	PUNCT
esutjss-285	173	15	the	the	DET
esutjss-285	173	16	city	city	NOUN
esutjss-285	173	17	has	have	AUX
esutjss-285	173	18	surpassed	surpass	VERB
esutjss-285	173	19	its	its	PRON
esutjss-285	173	20	transport	transport	NOUN
esutjss-285	173	21	system	system	NOUN
esutjss-285	173	22	,	,	PUNCT
esutjss-285	173	23	showing	show	VERB
esutjss-285	173	24	severe	severe	ADJ
esutjss-285	173	25	shortcomings	shortcoming	NOUN
esutjss-285	173	26	in	in	ADP
esutjss-285	173	27	urban	urban	ADJ
esutjss-285	173	28	planning	planning	NOUN
esutjss-285	173	29	and	and	CCONJ
esutjss-285	173	30	infrastructure	infrastructure	NOUN
esutjss-285	173	31	resilience	resilience	NOUN
esutjss-285	173	32	(	(	PUNCT
esutjss-285	173	33	uduku	uduku	PROPN
esutjss-285	173	34	et	et	PROPN
esutjss-285	173	35	al	al	PROPN
esutjss-285	173	36	.	.	PROPN
esutjss-285	173	37	,	,	PUNCT
esutjss-285	173	38	2021	2021	NUM
esutjss-285	173	39	)	)	PUNCT
esutjss-285	173	40	.	.	PUNCT
esutjss-285	174	1	consequently	consequently	ADV
esutjss-285	174	2	,	,	PUNCT
esutjss-285	174	3	lagos	lago	NOUN
esutjss-285	174	4	records	record	NOUN
esutjss-285	174	5	chronic	chronic	ADJ
esutjss-285	174	6	and	and	CCONJ
esutjss-285	174	7	acute	acute	ADJ
esutjss-285	174	8	shortages	shortage	NOUN
esutjss-285	174	9	of	of	ADP
esutjss-285	174	10	road	road	NOUN
esutjss-285	174	11	infrastructure	infrastructure	NOUN
esutjss-285	174	12	,	,	PUNCT
esutjss-285	174	13	which	which	PRON
esutjss-285	174	14	not	not	PART
esutjss-285	174	15	only	only	ADV
esutjss-285	174	16	cause	cause	VERB
esutjss-285	174	17	paralyzing	paralyze	VERB
esutjss-285	174	18	traffic	traffic	NOUN
esutjss-285	174	19	jams	jam	NOUN
esutjss-285	174	20	,	,	PUNCT
esutjss-285	174	21	massive	massive	ADJ
esutjss-285	174	22	troubles	trouble	NOUN
esutjss-285	174	23	to	to	ADP
esutjss-285	174	24	commuters	commuter	NOUN
esutjss-285	174	25	,	,	PUNCT
esutjss-285	174	26	high	high	ADJ
esutjss-285	174	27	costs	cost	NOUN
esutjss-285	174	28	of	of	ADP
esutjss-285	174	29	vehicular	vehicular	ADJ
esutjss-285	174	30	operations	operation	NOUN
esutjss-285	174	31	and	and	CCONJ
esutjss-285	174	32	an	an	DET
esutjss-285	174	33	increase	increase	NOUN
esutjss-285	174	34	in	in	ADP
esutjss-285	174	35	accidents	accident	NOUN
esutjss-285	174	36	.	.	PUNCT
esutjss-285	175	1	the	the	DET
esutjss-285	175	2	problems	problem	NOUN
esutjss-285	175	3	are	be	AUX
esutjss-285	175	4	not	not	PART
esutjss-285	175	5	isolated	isolate	VERB
esutjss-285	175	6	technical	technical	ADJ
esutjss-285	175	7	challenges	challenge	NOUN
esutjss-285	175	8	but	but	CCONJ
esutjss-285	175	9	as	as	ADP
esutjss-285	175	10	a	a	DET
esutjss-285	175	11	symptom	symptom	NOUN
esutjss-285	175	12	of	of	ADP
esutjss-285	175	13	structural	structural	ADJ
esutjss-285	175	14	,	,	PUNCT
esutjss-285	175	15	administrative	administrative	ADJ
esutjss-285	175	16	,	,	PUNCT
esutjss-285	175	17	and	and	CCONJ
esutjss-285	175	18	ecological	ecological	ADJ
esutjss-285	175	19	weaknesses	weakness	NOUN
esutjss-285	175	20	of	of	ADP
esutjss-285	175	21	urban	urban	ADJ
esutjss-285	175	22	transport	transport	NOUN
esutjss-285	175	23	ecosystem	ecosystem	NOUN
esutjss-285	175	24	in	in	ADP
esutjss-285	175	25	the	the	DET
esutjss-285	175	26	city	city	NOUN
esutjss-285	175	27	(	(	PUNCT
esutjss-285	175	28	salisu	salisu	ADJ
esutjss-285	175	29	,	,	PUNCT
esutjss-285	175	30	2019	2019	NUM
esutjss-285	175	31	)	)	PUNCT
esutjss-285	175	32	.	.	PUNCT
esutjss-285	176	1	one	one	NUM
esutjss-285	176	2	of	of	ADP
esutjss-285	176	3	the	the	DET
esutjss-285	176	4	major	major	ADJ
esutjss-285	176	5	qualities	quality	NOUN
esutjss-285	176	6	of	of	ADP
esutjss-285	176	7	the	the	DET
esutjss-285	176	8	infrastructural	infrastructural	ADJ
esutjss-285	176	9	images	image	NOUN
esutjss-285	176	10	in	in	ADP
esutjss-285	176	11	lagos	lagos	NOUN
esutjss-285	176	12	is	be	AUX
esutjss-285	176	13	that	that	SCONJ
esutjss-285	176	14	its	its	PRON
esutjss-285	176	15	road	road	NOUN
esutjss-285	176	16	network	network	NOUN
esutjss-285	176	17	has	have	AUX
esutjss-285	176	18	perennially	perennially	ADV
esutjss-285	176	19	and	and	CCONJ
esutjss-285	176	20	failing	fail	VERB
esutjss-285	176	21	to	to	PART
esutjss-285	176	22	match	match	VERB
esutjss-285	176	23	the	the	DET
esutjss-285	176	24	vastly	vastly	ADV
esutjss-285	176	25	-	-	PUNCT
esutjss-285	176	26	rising	rise	VERB
esutjss-285	176	27	urban	urban	ADJ
esutjss-285	176	28	needs	need	NOUN
esutjss-285	176	29	.	.	PUNCT
esutjss-285	177	1	major	major	ADJ
esutjss-285	177	2	arterial	arterial	ADJ
esutjss-285	177	3	roads	road	NOUN
esutjss-285	177	4	,	,	PUNCT
esutjss-285	177	5	inner	inner	ADJ
esutjss-285	177	6	-	-	PUNCT
esutjss-285	177	7	city	city	NOUN
esutjss-285	177	8	routes	route	NOUN
esutjss-285	177	9	,	,	PUNCT
esutjss-285	177	10	and	and	CCONJ
esutjss-285	177	11	feeder	feeder	NOUN
esutjss-285	177	12	roads	road	NOUN
esutjss-285	177	13	are	be	AUX
esutjss-285	177	14	at	at	ADP
esutjss-285	177	15	various	various	ADJ
esutjss-285	177	16	levels	level	NOUN
esutjss-285	177	17	of	of	ADP
esutjss-285	177	18	physical	physical	ADJ
esutjss-285	177	19	degradation	degradation	NOUN
esutjss-285	177	20	,	,	PUNCT
esutjss-285	177	21	caused	cause	VERB
esutjss-285	177	22	by	by	ADP
esutjss-285	177	23	the	the	DET
esutjss-285	177	24	lack	lack	NOUN
esutjss-285	177	25	of	of	ADP
esutjss-285	177	26	preventive	preventive	ADJ
esutjss-285	177	27	maintenance	maintenance	NOUN
esutjss-285	177	28	and	and	CCONJ
esutjss-285	177	29	the	the	DET
esutjss-285	177	30	poor	poor	ADJ
esutjss-285	177	31	(	(	PUNCT
esutjss-285	177	32	inferior	inferior	ADJ
esutjss-285	177	33	quality	quality	NOUN
esutjss-285	177	34	)	)	PUNCT
esutjss-285	177	35	materials	material	NOUN
esutjss-285	177	36	used	use	VERB
esutjss-285	177	37	in	in	ADP
esutjss-285	177	38	construction	construction	NOUN
esutjss-285	177	39	(	(	PUNCT
esutjss-285	177	40	femi	femi	PROPN
esutjss-285	177	41	&	&	CCONJ
esutjss-285	177	42	tolorunloju	tolorunloju	PROPN
esutjss-285	177	43	,	,	PUNCT
esutjss-285	177	44	2020	2020	NUM
esutjss-285	177	45	;	;	PUNCT
esutjss-285	177	46	adepoju	adepoju	NOUN
esutjss-285	177	47	,	,	PUNCT
esutjss-285	177	48	2021	2021	NUM
esutjss-285	177	49	)	)	PUNCT
esutjss-285	177	50	.	.	PUNCT
esutjss-285	178	1	potholes	pothole	NOUN
esutjss-285	178	2	are	be	AUX
esutjss-285	178	3	everywhere	everywhere	ADV
esutjss-285	178	4	across	across	ADP
esutjss-285	178	5	the	the	DET
esutjss-285	178	6	state	state	NOUN
esutjss-285	178	7	and	and	CCONJ
esutjss-285	178	8	what	what	PRON
esutjss-285	178	9	might	might	AUX
esutjss-285	178	10	have	have	AUX
esutjss-285	178	11	been	be	AUX
esutjss-285	178	12	a	a	DET
esutjss-285	178	13	relatively	relatively	ADV
esutjss-285	178	14	brief	brief	ADJ
esutjss-285	178	15	commute	commute	NOUN
esutjss-285	178	16	turns	turn	VERB
esutjss-285	178	17	into	into	ADP
esutjss-285	178	18	a	a	DET
esutjss-285	178	19	hours	hour	NOUN
esutjss-285	178	20	long	long	ADJ
esutjss-285	178	21	gridlock	gridlock	NOUN
esutjss-285	178	22	.	.	PUNCT
esutjss-285	179	1	micro	micro	NOUN
esutjss-285	179	2	and	and	CCONJ
esutjss-285	179	3	macroeconomic	macroeconomic	ADJ
esutjss-285	179	4	effects	effect	NOUN
esutjss-285	179	5	are	be	AUX
esutjss-285	179	6	attached	attach	VERB
esutjss-285	179	7	to	to	ADP
esutjss-285	179	8	this	this	DET
esutjss-285	179	9	malfunctioning	malfunctioning	NOUN
esutjss-285	179	10	of	of	ADP
esutjss-285	179	11	the	the	DET
esutjss-285	179	12	mobility	mobility	NOUN
esutjss-285	179	13	network	network	NOUN
esutjss-285	179	14	.	.	PUNCT
esutjss-285	180	1	the	the	DET
esutjss-285	180	2	disruption	disruption	NOUN
esutjss-285	180	3	in	in	ADP
esutjss-285	180	4	productivity	productivity	NOUN
esutjss-285	180	5	associated	associate	VERB
esutjss-285	180	6	with	with	ADP
esutjss-285	180	7	lengthy	lengthy	ADJ
esutjss-285	180	8	commutes	commute	NOUN
esutjss-285	180	9	on	on	ADP
esutjss-285	180	10	a	a	DET
esutjss-285	180	11	daily	daily	ADJ
esutjss-285	180	12	basis	basis	NOUN
esutjss-285	180	13	is	be	AUX
esutjss-285	180	14	compounded	compound	VERB
esutjss-285	180	15	by	by	ADP
esutjss-285	180	16	the	the	DET
esutjss-285	180	17	cost	cost	NOUN
esutjss-285	180	18	premium	premium	NOUN
esutjss-285	180	19	that	that	PRON
esutjss-285	180	20	vehicles	vehicle	NOUN
esutjss-285	180	21	need	need	VERB
esutjss-285	180	22	to	to	PART
esutjss-285	180	23	maintain	maintain	VERB
esutjss-285	180	24	as	as	ADP
esutjss-285	180	25	commuters	commuter	NOUN
esutjss-285	180	26	and	and	CCONJ
esutjss-285	180	27	commercial	commercial	ADJ
esutjss-285	180	28	operators	operator	NOUN
esutjss-285	180	29	alike	alike	ADV
esutjss-285	180	30	(	(	PUNCT
esutjss-285	180	31	edema	edema	PROPN
esutjss-285	180	32	,	,	PUNCT
esutjss-285	180	33	2019	2019	NUM
esutjss-285	180	34	)	)	PUNCT
esutjss-285	180	35	.	.	PUNCT
esutjss-285	181	1	studies	study	NOUN
esutjss-285	181	2	have	have	AUX
esutjss-285	181	3	reported	report	VERB
esutjss-285	181	4	that	that	SCONJ
esutjss-285	181	5	such	such	ADJ
esutjss-285	181	6	infrastructural	infrastructural	ADJ
esutjss-285	181	7	dysfunction	dysfunction	NOUN
esutjss-285	181	8	is	be	AUX
esutjss-285	181	9	the	the	DET
esutjss-285	181	10	single	single	ADJ
esutjss-285	181	11	most	most	ADV
esutjss-285	181	12	crucial	crucial	ADJ
esutjss-285	181	13	factor	factor	NOUN
esutjss-285	181	14	that	that	PRON
esutjss-285	181	15	determines	determine	VERB
esutjss-285	181	16	the	the	DET
esutjss-285	181	17	inefficiencies	inefficiency	NOUN
esutjss-285	181	18	in	in	ADP
esutjss-285	181	19	traffic	traffic	NOUN
esutjss-285	181	20	in	in	ADP
esutjss-285	181	21	the	the	DET
esutjss-285	181	22	metropolis	metropolis	NOUN
esutjss-285	181	23	,	,	PUNCT
esutjss-285	181	24	not	not	PART
esutjss-285	181	25	only	only	ADV
esutjss-285	181	26	of	of	ADP
esutjss-285	181	27	their	their	PRON
esutjss-285	181	28	time	time	NOUN
esutjss-285	181	29	-	-	PUNCT
esutjss-285	181	30	use	use	NOUN
esutjss-285	181	31	patterns	pattern	NOUN
esutjss-285	181	32	but	but	CCONJ
esutjss-285	181	33	also	also	ADV
esutjss-285	181	34	the	the	DET
esutjss-285	181	35	composition	composition	NOUN
esutjss-285	181	36	of	of	ADP
esutjss-285	181	37	household	household	NOUN
esutjss-285	181	38	and	and	CCONJ
esutjss-285	181	39	business	business	NOUN
esutjss-285	181	40	expenditures	expenditure	NOUN
esutjss-285	181	41	(	(	PUNCT
esutjss-285	181	42	adepoju	adepoju	NOUN
esutjss-285	181	43	,	,	PUNCT
esutjss-285	181	44	2021	2021	NUM
esutjss-285	181	45	)	)	PUNCT
esutjss-285	181	46	.	.	PUNCT
esutjss-285	182	1	added	add	VERB
esutjss-285	182	2	to	to	ADP
esutjss-285	182	3	these	these	DET
esutjss-285	182	4	woes	woe	NOUN
esutjss-285	182	5	is	be	AUX
esutjss-285	182	6	the	the	DET
esutjss-285	182	7	issue	issue	NOUN
esutjss-285	182	8	of	of	ADP
esutjss-285	182	9	urban	urban	ADJ
esutjss-285	182	10	flooding	flooding	NOUN
esutjss-285	182	11	that	that	PRON
esutjss-285	182	12	has	have	AUX
esutjss-285	182	13	stubbornly	stubbornly	ADV
esutjss-285	182	14	persisted	persist	VERB
esutjss-285	182	15	.	.	PUNCT
esutjss-285	183	1	drainage	drainage	NOUN
esutjss-285	183	2	systems	system	NOUN
esutjss-285	183	3	in	in	ADP
esutjss-285	183	4	the	the	DET
esutjss-285	183	5	city	city	NOUN
esutjss-285	183	6	are	be	AUX
esutjss-285	183	7	many	many	ADJ
esutjss-285	183	8	times	time	NOUN
esutjss-285	183	9	severely	severely	ADV
esutjss-285	183	10	lacking	lacking	ADJ
esutjss-285	183	11	,	,	PUNCT
esutjss-285	183	12	or	or	CCONJ
esutjss-285	183	13	completely	completely	ADV
esutjss-285	183	14	nonexistent	nonexistent	ADJ
esutjss-285	183	15	in	in	ADP
esutjss-285	183	16	some	some	DET
esutjss-285	183	17	areas	area	NOUN
esutjss-285	183	18	.	.	PUNCT
esutjss-285	184	1	the	the	DET
esutjss-285	184	2	rainy	rainy	ADJ
esutjss-285	184	3	season	season	NOUN
esutjss-285	184	4	,	,	PUNCT
esutjss-285	184	5	the	the	DET
esutjss-285	184	6	slightest	slight	ADJ
esutjss-285	184	7	amount	amount	NOUN
esutjss-285	184	8	of	of	ADP
esutjss-285	184	9	rain	rain	NOUN
esutjss-285	184	10	may	may	AUX
esutjss-285	184	11	lead	lead	VERB
esutjss-285	184	12	to	to	ADP
esutjss-285	184	13	the	the	DET
esutjss-285	184	14	full	full	ADJ
esutjss-285	184	15	immersion	immersion	NOUN
esutjss-285	184	16	of	of	ADP
esutjss-285	184	17	roads	road	NOUN
esutjss-285	184	18	in	in	ADP
esutjss-285	184	19	water	water	NOUN
esutjss-285	184	20	,	,	PUNCT
esutjss-285	184	21	thus	thus	ADV
esutjss-285	184	22	making	make	VERB
esutjss-285	184	23	entire	entire	ADJ
esutjss-285	184	24	routes	route	NOUN
esutjss-285	184	25	inaccessible	inaccessible	ADJ
esutjss-285	184	26	(	(	PUNCT
esutjss-285	184	27	beitelmal	beitelmal	PROPN
esutjss-285	184	28	et	et	PROPN
esutjss-285	184	29	al	al	PROPN
esutjss-285	184	30	.	.	PROPN
esutjss-285	184	31	,	,	PUNCT
esutjss-285	184	32	2024	2024	NUM
esutjss-285	184	33	)	)	PUNCT
esutjss-285	184	34	.	.	PUNCT
esutjss-285	185	1	this	this	DET
esutjss-285	185	2	frequent	frequent	ADJ
esutjss-285	185	3	flood	flood	NOUN
esutjss-285	185	4	does	do	AUX
esutjss-285	185	5	not	not	PART
esutjss-285	185	6	only	only	ADV
esutjss-285	185	7	cause	cause	VERB
esutjss-285	185	8	holdup	holdup	NOUN
esutjss-285	185	9	in	in	ADP
esutjss-285	185	10	terms	term	NOUN
esutjss-285	185	11	of	of	ADP
esutjss-285	185	12	vehicular	vehicular	ADJ
esutjss-285	185	13	traffic	traffic	NOUN
esutjss-285	185	14	but	but	CCONJ
esutjss-285	185	15	also	also	ADV
esutjss-285	185	16	to	to	ADP
esutjss-285	185	17	the	the	DET
esutjss-285	185	18	high	high	ADJ
esutjss-285	185	19	rates	rate	NOUN
esutjss-285	185	20	of	of	ADP
esutjss-285	185	21	road	road	NOUN
esutjss-285	185	22	surfaces	surface	NOUN
esutjss-285	185	23	degradation	degradation	NOUN
esutjss-285	185	24	.	.	PUNCT
esutjss-285	186	1	when	when	SCONJ
esutjss-285	186	2	water	water	NOUN
esutjss-285	186	3	penetrates	penetrate	VERB
esutjss-285	186	4	the	the	DET
esutjss-285	186	5	pavement	pavement	NOUN
esutjss-285	186	6	structure	structure	NOUN
esutjss-285	186	7	,	,	PUNCT
esutjss-285	186	8	it	it	PRON
esutjss-285	186	9	undermines	undermine	VERB
esutjss-285	186	10	the	the	DET
esutjss-285	186	11	subgrade	subgrade	NOUN
esutjss-285	186	12	resulting	result	VERB
esutjss-285	186	13	in	in	ADP
esutjss-285	186	14	structural	structural	ADJ
esutjss-285	186	15	weakening	weakening	NOUN
esutjss-285	186	16	due	due	ADP
esutjss-285	186	17	to	to	ADP
esutjss-285	186	18	rutting	rut	VERB
esutjss-285	186	19	or	or	CCONJ
esutjss-285	186	20	cracking	cracking	NOUN
esutjss-285	186	21	and	and	CCONJ
esutjss-285	186	22	the	the	DET
esutjss-285	186	23	roadway	roadway	NOUN
esutjss-285	186	24	collapsing	collapse	VERB
esutjss-285	186	25	.	.	PUNCT
esutjss-285	187	1	furthermore	furthermore	ADV
esutjss-285	187	2	,	,	PUNCT
esutjss-285	187	3	stored	store	VERB
esutjss-285	187	4	stagnant	stagnant	ADJ
esutjss-285	187	5	water	water	NOUN
esutjss-285	187	6	leads	lead	VERB
esutjss-285	187	7	to	to	ADP
esutjss-285	187	8	significant	significant	ADJ
esutjss-285	187	9	risks	risk	NOUN
esutjss-285	187	10	to	to	ADP
esutjss-285	187	11	health	health	NOUN
esutjss-285	187	12	,	,	PUNCT
esutjss-285	187	13	acting	act	VERB
esutjss-285	187	14	as	as	ADP
esutjss-285	187	15	a	a	DET
esutjss-285	187	16	source	source	NOUN
esutjss-285	187	17	of	of	ADP
esutjss-285	187	18	life	life	NOUN
esutjss-285	187	19	cycles	cycle	NOUN
esutjss-285	187	20	of	of	ADP
esutjss-285	187	21	vector	vector	NOUN
esutjss-285	187	22	-	-	PUNCT
esutjss-285	187	23	borne	bear	VERB
esutjss-285	187	24	diseases	disease	NOUN
esutjss-285	187	25	,	,	PUNCT
esutjss-285	187	26	as	as	ADV
esutjss-285	187	27	well	well	ADV
esutjss-285	187	28	as	as	ADP
esutjss-285	187	29	limiting	limit	VERB
esutjss-285	187	30	the	the	DET
esutjss-285	187	31	serviceability	serviceability	NOUN
esutjss-285	187	32	of	of	ADP
esutjss-285	187	33	road	road	NOUN
esutjss-285	187	34	surfaces	surface	NOUN
esutjss-285	187	35	and	and	CCONJ
esutjss-285	187	36	the	the	DET
esutjss-285	187	37	possibility	possibility	NOUN
esutjss-285	187	38	of	of	ADP
esutjss-285	187	39	crashing	crash	VERB
esutjss-285	187	40	(	(	PUNCT
esutjss-285	187	41	beitelmal	beitelmal	PROPN
esutjss-285	187	42	et	et	PROPN
esutjss-285	187	43	al	al	PROPN
esutjss-285	187	44	.	.	PROPN
esutjss-285	187	45	,	,	PUNCT
esutjss-285	187	46	2024	2024	NUM
esutjss-285	187	47	)	)	PUNCT
esutjss-285	187	48	.	.	PUNCT
esutjss-285	188	1	the	the	DET
esutjss-285	188	2	public	public	ADJ
esutjss-285	188	3	safety	safety	NOUN
esutjss-285	188	4	implications	implication	NOUN
esutjss-285	188	5	are	be	AUX
esutjss-285	188	6	far	far	ADV
esutjss-285	188	7	-	-	PUNCT
esutjss-285	188	8	reaching	reach	VERB
esutjss-285	188	9	.	.	PUNCT
esutjss-285	189	1	in	in	ADP
esutjss-285	189	2	addition	addition	NOUN
esutjss-285	189	3	to	to	ADP
esutjss-285	189	4	the	the	DET
esutjss-285	189	5	poor	poor	ADJ
esutjss-285	189	6	physical	physical	ADJ
esutjss-285	189	7	status	status	NOUN
esutjss-285	189	8	of	of	ADP
esutjss-285	189	9	the	the	DET
esutjss-285	189	10	roads	road	NOUN
esutjss-285	189	11	,	,	PUNCT
esutjss-285	189	12	poor	poor	ADJ
esutjss-285	189	13	street	street	NOUN
esutjss-285	189	14	lighting	lighting	NOUN
esutjss-285	189	15	namely	namely	ADV
esutjss-285	189	16	,	,	PUNCT
esutjss-285	189	17	especially	especially	ADV
esutjss-285	189	18	in	in	ADP
esutjss-285	189	19	in	in	ADP
esutjss-285	189	20	the	the	DET
esutjss-285	189	21	outlying	outlying	ADJ
esutjss-285	189	22	districts	district	NOUN
esutjss-285	189	23	,	,	PUNCT
esutjss-285	189	24	as	as	ADV
esutjss-285	189	25	well	well	ADV
esutjss-285	189	26	as	as	ADP
esutjss-285	189	27	absence	absence	NOUN
esutjss-285	189	28	of	of	ADP
esutjss-285	189	29	239	239	NUM
esutjss-285	189	30	appropriate	appropriate	ADJ
esutjss-285	189	31	traffic	traffic	NOUN
esutjss-285	189	32	signs	sign	NOUN
esutjss-285	189	33	poses	pose	VERB
esutjss-285	189	34	a	a	DET
esutjss-285	189	35	big	big	ADJ
esutjss-285	189	36	risk	risk	NOUN
esutjss-285	189	37	to	to	ADP
esutjss-285	189	38	drivers	driver	NOUN
esutjss-285	189	39	,	,	PUNCT
esutjss-285	189	40	motor	motor	NOUN
esutjss-285	189	41	-	-	PUNCT
esutjss-285	189	42	cyclers	cycler	NOUN
esutjss-285	189	43	,	,	PUNCT
esutjss-285	189	44	and	and	CCONJ
esutjss-285	189	45	pedestrians	pedestrian	NOUN
esutjss-285	189	46	.	.	PUNCT
esutjss-285	190	1	driving	drive	VERB
esutjss-285	190	2	at	at	ADP
esutjss-285	190	3	night	night	NOUN
esutjss-285	190	4	,	,	PUNCT
esutjss-285	190	5	especially	especially	ADV
esutjss-285	190	6	,	,	PUNCT
esutjss-285	190	7	poses	pose	VERB
esutjss-285	190	8	a	a	DET
esutjss-285	190	9	great	great	ADJ
esutjss-285	190	10	risk	risk	NOUN
esutjss-285	190	11	since	since	SCONJ
esutjss-285	190	12	visibility	visibility	NOUN
esutjss-285	190	13	is	be	AUX
esutjss-285	190	14	low	low	ADJ
esutjss-285	190	15	,	,	PUNCT
esutjss-285	190	16	and	and	CCONJ
esutjss-285	190	17	reflective	reflective	ADJ
esutjss-285	190	18	markings	marking	NOUN
esutjss-285	190	19	and	and	CCONJ
esutjss-285	190	20	operational	operational	ADJ
esutjss-285	190	21	stoplights	stoplight	NOUN
esutjss-285	190	22	usually	usually	ADV
esutjss-285	190	23	do	do	AUX
esutjss-285	190	24	not	not	PART
esutjss-285	190	25	exist	exist	VERB
esutjss-285	190	26	(	(	PUNCT
esutjss-285	190	27	femi	femi	PROPN
esutjss-285	190	28	&	&	CCONJ
esutjss-285	190	29	tolorunloju	tolorunloju	PROPN
esutjss-285	190	30	,	,	PUNCT
esutjss-285	190	31	2020	2020	NUM
esutjss-285	190	32	)	)	PUNCT
esutjss-285	190	33	.	.	PUNCT
esutjss-285	191	1	this	this	PRON
esutjss-285	191	2	is	be	AUX
esutjss-285	191	3	further	far	ADV
esutjss-285	191	4	compounded	compound	VERB
esutjss-285	191	5	by	by	ADP
esutjss-285	191	6	roadside	roadside	NOUN
esutjss-285	191	7	businesses	business	NOUN
esutjss-285	191	8	and	and	CCONJ
esutjss-285	191	9	informal	informal	ADJ
esutjss-285	191	10	markets	market	NOUN
esutjss-285	191	11	occupying	occupy	VERB
esutjss-285	191	12	road	road	NOUN
esutjss-285	191	13	traffic	traffic	NOUN
esutjss-285	191	14	and	and	CCONJ
esutjss-285	191	15	little	little	ADJ
esutjss-285	191	16	pedestrian	pedestrian	NOUN
esutjss-285	191	17	infrastructure	infrastructure	NOUN
esutjss-285	191	18	leading	lead	VERB
esutjss-285	191	19	to	to	ADP
esutjss-285	191	20	problematic	problematic	ADJ
esutjss-285	191	21	,	,	PUNCT
esutjss-285	191	22	dangerous	dangerous	ADJ
esutjss-285	191	23	urban	urban	ADJ
esutjss-285	191	24	mobility	mobility	NOUN
esutjss-285	191	25	conditions	condition	NOUN
esutjss-285	191	26	(	(	PUNCT
esutjss-285	191	27	salisu	salisu	ADJ
esutjss-285	191	28	,	,	PUNCT
esutjss-285	191	29	2019	2019	NUM
esutjss-285	191	30	)	)	PUNCT
esutjss-285	191	31	.	.	PUNCT
esutjss-285	192	1	these	these	DET
esutjss-285	192	2	physical	physical	ADJ
esutjss-285	192	3	shortcomings	shortcoming	NOUN
esutjss-285	192	4	could	could	AUX
esutjss-285	192	5	not	not	PART
esutjss-285	192	6	be	be	AUX
esutjss-285	192	7	merely	merely	ADV
esutjss-285	192	8	the	the	DET
esutjss-285	192	9	result	result	NOUN
esutjss-285	192	10	of	of	ADP
esutjss-285	192	11	overlooks	overlook	NOUN
esutjss-285	192	12	or	or	CCONJ
esutjss-285	192	13	inadequate	inadequate	ADJ
esutjss-285	192	14	investment	investment	NOUN
esutjss-285	192	15	,	,	PUNCT
esutjss-285	192	16	but	but	CCONJ
esutjss-285	192	17	the	the	DET
esutjss-285	192	18	problem	problem	NOUN
esutjss-285	192	19	can	can	AUX
esutjss-285	192	20	be	be	AUX
esutjss-285	192	21	attributed	attribute	VERB
esutjss-285	192	22	to	to	ADP
esutjss-285	192	23	a	a	DET
esutjss-285	192	24	dysfunctional	dysfunctional	ADJ
esutjss-285	192	25	administration	administration	NOUN
esutjss-285	192	26	and	and	CCONJ
esutjss-285	192	27	ineffective	ineffective	ADJ
esutjss-285	192	28	administrative	administrative	ADJ
esutjss-285	192	29	coordination	coordination	NOUN
esutjss-285	192	30	between	between	ADP
esutjss-285	192	31	involved	involved	ADJ
esutjss-285	192	32	transport	transport	NOUN
esutjss-285	192	33	authorities	authority	NOUN
esutjss-285	192	34	.	.	PUNCT
esutjss-285	193	1	the	the	DET
esutjss-285	193	2	biggest	big	ADJ
esutjss-285	193	3	obstacles	obstacle	NOUN
esutjss-285	193	4	to	to	ADP
esutjss-285	193	5	effective	effective	ADJ
esutjss-285	193	6	infrastructure	infrastructure	NOUN
esutjss-285	193	7	planning	planning	NOUN
esutjss-285	193	8	and	and	CCONJ
esutjss-285	193	9	project	project	NOUN
esutjss-285	193	10	implementation	implementation	NOUN
esutjss-285	193	11	have	have	AUX
esutjss-285	193	12	been	be	AUX
esutjss-285	193	13	discovered	discover	VERB
esutjss-285	193	14	to	to	PART
esutjss-285	193	15	be	be	AUX
esutjss-285	193	16	inter	inter	ADJ
esutjss-285	193	17	-	-	ADJ
esutjss-285	193	18	agency	agency	ADJ
esutjss-285	193	19	rivalries	rivalry	NOUN
esutjss-285	193	20	,	,	PUNCT
esutjss-285	193	21	overlapping	overlap	VERB
esutjss-285	193	22	mandates	mandate	NOUN
esutjss-285	193	23	,	,	PUNCT
esutjss-285	193	24	and	and	CCONJ
esutjss-285	193	25	general	general	ADJ
esutjss-285	193	26	institutional	institutional	ADJ
esutjss-285	193	27	capacity	capacity	NOUN
esutjss-285	193	28	(	(	PUNCT
esutjss-285	193	29	salisu	salisu	ADJ
esutjss-285	193	30	,	,	PUNCT
esutjss-285	193	31	2019	2019	NUM
esutjss-285	193	32	)	)	PUNCT
esutjss-285	193	33	.	.	PUNCT
esutjss-285	194	1	although	although	SCONJ
esutjss-285	194	2	there	there	PRON
esutjss-285	194	3	has	have	AUX
esutjss-285	194	4	been	be	AUX
esutjss-285	194	5	a	a	DET
esutjss-285	194	6	long	long	ADJ
esutjss-285	194	7	track	track	NOUN
esutjss-285	194	8	record	record	NOUN
esutjss-285	194	9	of	of	ADP
esutjss-285	194	10	policy	policy	NOUN
esutjss-285	194	11	blueprints	blueprint	NOUN
esutjss-285	194	12	and	and	CCONJ
esutjss-285	194	13	strategic	strategic	ADJ
esutjss-285	194	14	frameworks	framework	NOUN
esutjss-285	194	15	created	create	VERB
esutjss-285	194	16	on	on	ADP
esutjss-285	194	17	the	the	DET
esutjss-285	194	18	federal	federal	ADJ
esutjss-285	194	19	and	and	CCONJ
esutjss-285	194	20	state	state	NOUN
esutjss-285	194	21	levels	level	NOUN
esutjss-285	194	22	,	,	PUNCT
esutjss-285	194	23	implementation	implementation	NOUN
esutjss-285	194	24	has	have	AUX
esutjss-285	194	25	been	be	AUX
esutjss-285	194	26	haphazard	haphazard	ADJ
esutjss-285	194	27	following	follow	VERB
esutjss-285	194	28	the	the	DET
esutjss-285	194	29	politicization	politicization	NOUN
esutjss-285	194	30	,	,	PUNCT
esutjss-285	194	31	corruption	corruption	NOUN
esutjss-285	194	32	,	,	PUNCT
esutjss-285	194	33	and	and	CCONJ
esutjss-285	194	34	lack	lack	NOUN
esutjss-285	194	35	of	of	ADP
esutjss-285	194	36	the	the	DET
esutjss-285	194	37	technical	technical	ADJ
esutjss-285	194	38	expertise	expertise	NOUN
esutjss-285	194	39	(	(	PUNCT
esutjss-285	194	40	mahmud	mahmud	PROPN
esutjss-285	194	41	et	et	PROPN
esutjss-285	194	42	al	al	PROPN
esutjss-285	194	43	.	.	PROPN
esutjss-285	194	44	,	,	PUNCT
esutjss-285	194	45	2021	2021	NUM
esutjss-285	194	46	)	)	PUNCT
esutjss-285	194	47	.	.	PUNCT
esutjss-285	195	1	the	the	DET
esutjss-285	195	2	transport	transport	NOUN
esutjss-285	195	3	problems	problem	NOUN
esutjss-285	195	4	of	of	ADP
esutjss-285	195	5	lagos	lago	NOUN
esutjss-285	195	6	have	have	AUX
esutjss-285	195	7	been	be	AUX
esutjss-285	195	8	punctuated	punctuate	VERB
esutjss-285	195	9	by	by	ADP
esutjss-285	195	10	the	the	DET
esutjss-285	195	11	introduction	introduction	NOUN
esutjss-285	195	12	of	of	ADP
esutjss-285	195	13	a	a	DET
esutjss-285	195	14	sense	sense	NOUN
esutjss-285	195	15	of	of	ADP
esutjss-285	195	16	urgency	urgency	NOUN
esutjss-285	195	17	to	to	PART
esutjss-285	195	18	climate	climate	NOUN
esutjss-285	195	19	change	change	NOUN
esutjss-285	195	20	.	.	PUNCT
esutjss-285	196	1	the	the	DET
esutjss-285	196	2	already	already	ADV
esutjss-285	196	3	weak	weak	ADJ
esutjss-285	196	4	road	road	NOUN
esutjss-285	196	5	infrastructure	infrastructure	NOUN
esutjss-285	196	6	system	system	NOUN
esutjss-285	196	7	will	will	AUX
esutjss-285	196	8	be	be	AUX
esutjss-285	196	9	even	even	ADV
esutjss-285	196	10	further	far	ADV
esutjss-285	196	11	strained	strain	VERB
esutjss-285	196	12	by	by	ADP
esutjss-285	196	13	the	the	DET
esutjss-285	196	14	increase	increase	NOUN
esutjss-285	196	15	in	in	ADP
esutjss-285	196	16	sea	sea	NOUN
esutjss-285	196	17	level	level	NOUN
esutjss-285	196	18	and	and	CCONJ
esutjss-285	196	19	intensification	intensification	NOUN
esutjss-285	196	20	of	of	ADP
esutjss-285	196	21	precipitation	precipitation	NOUN
esutjss-285	196	22	events	event	NOUN
esutjss-285	196	23	(	(	PUNCT
esutjss-285	196	24	beitelmal	beitelmal	ADJ
esutjss-285	196	25	et	et	PROPN
esutjss-285	196	26	al	al	PROPN
esutjss-285	196	27	.	.	PROPN
esutjss-285	196	28	,	,	PUNCT
esutjss-285	196	29	2024	2024	NUM
esutjss-285	196	30	)	)	PUNCT
esutjss-285	196	31	.	.	PUNCT
esutjss-285	197	1	unless	unless	SCONJ
esutjss-285	197	2	the	the	DET
esutjss-285	197	3	city	city	NOUN
esutjss-285	197	4	invests	invest	VERB
esutjss-285	197	5	heavily	heavily	ADV
esutjss-285	197	6	in	in	ADP
esutjss-285	197	7	climate	climate	NOUN
esutjss-285	197	8	resilient	resilient	ADJ
esutjss-285	197	9	transport	transport	NOUN
esutjss-285	197	10	planning	planning	NOUN
esutjss-285	197	11	and	and	CCONJ
esutjss-285	197	12	drainage	drainage	NOUN
esutjss-285	197	13	infrastructure	infrastructure	NOUN
esutjss-285	197	14	,	,	PUNCT
esutjss-285	197	15	lagos	lago	NOUN
esutjss-285	197	16	will	will	AUX
esutjss-285	197	17	face	face	VERB
esutjss-285	197	18	a	a	DET
esutjss-285	197	19	future	future	NOUN
esutjss-285	197	20	in	in	ADP
esutjss-285	197	21	which	which	PRON
esutjss-285	197	22	mobility	mobility	NOUN
esutjss-285	197	23	paralysis	paralysis	NOUN
esutjss-285	197	24	and	and	CCONJ
esutjss-285	197	25	socio	socio	NOUN
esutjss-285	197	26	-	-	PUNCT
esutjss-285	197	27	economic	economic	ADJ
esutjss-285	197	28	marginalization	marginalization	NOUN
esutjss-285	197	29	will	will	AUX
esutjss-285	197	30	worsen	worsen	VERB
esutjss-285	197	31	,	,	PUNCT
esutjss-285	197	32	most	most	ADV
esutjss-285	197	33	especially	especially	ADV
esutjss-285	197	34	among	among	ADP
esutjss-285	197	35	the	the	DET
esutjss-285	197	36	most	most	ADV
esutjss-285	197	37	vulnerable	vulnerable	ADJ
esutjss-285	197	38	groups	group	NOUN
esutjss-285	197	39	living	live	VERB
esutjss-285	197	40	there	there	ADV
esutjss-285	197	41	.	.	PUNCT
esutjss-285	198	1	nevertheless	nevertheless	ADV
esutjss-285	198	2	,	,	PUNCT
esutjss-285	198	3	there	there	PRON
esutjss-285	198	4	are	be	VERB
esutjss-285	198	5	new	new	ADJ
esutjss-285	198	6	initiatives	initiative	NOUN
esutjss-285	198	7	that	that	PRON
esutjss-285	198	8	suggest	suggest	VERB
esutjss-285	198	9	potential	potential	ADJ
esutjss-285	198	10	ways	way	NOUN
esutjss-285	198	11	ahead	ahead	ADV
esutjss-285	198	12	.	.	PUNCT
esutjss-285	199	1	more	more	ADV
esutjss-285	199	2	recently	recently	ADV
esutjss-285	199	3	,	,	PUNCT
esutjss-285	199	4	the	the	DET
esutjss-285	199	5	emergence	emergence	NOUN
esutjss-285	199	6	of	of	ADP
esutjss-285	199	7	sustainable	sustainable	ADJ
esutjss-285	199	8	transportation	transportation	NOUN
esutjss-285	199	9	options	option	NOUN
esutjss-285	199	10	,	,	PUNCT
esutjss-285	199	11	like	like	ADP
esutjss-285	199	12	bicycle	bicycle	NOUN
esutjss-285	199	13	infrastructure	infrastructure	NOUN
esutjss-285	199	14	and	and	CCONJ
esutjss-285	199	15	mass	mass	ADJ
esutjss-285	199	16	transit	transit	NOUN
esutjss-285	199	17	integration	integration	NOUN
esutjss-285	199	18	within	within	ADP
esutjss-285	199	19	urban	urban	ADJ
esutjss-285	199	20	settings	setting	NOUN
esutjss-285	199	21	,	,	PUNCT
esutjss-285	199	22	has	have	AUX
esutjss-285	199	23	become	become	VERB
esutjss-285	199	24	a	a	DET
esutjss-285	199	25	topic	topic	NOUN
esutjss-285	199	26	of	of	ADP
esutjss-285	199	27	growing	grow	VERB
esutjss-285	199	28	interest	interest	NOUN
esutjss-285	199	29	in	in	ADP
esutjss-285	199	30	the	the	DET
esutjss-285	199	31	policy	policy	NOUN
esutjss-285	199	32	realm	realm	NOUN
esutjss-285	199	33	.	.	PUNCT
esutjss-285	200	1	although	although	SCONJ
esutjss-285	200	2	such	such	ADJ
esutjss-285	200	3	efforts	effort	NOUN
esutjss-285	200	4	are	be	AUX
esutjss-285	200	5	still	still	ADV
esutjss-285	200	6	relatively	relatively	ADV
esutjss-285	200	7	young	young	ADJ
esutjss-285	200	8	and	and	CCONJ
esutjss-285	200	9	unequally	unequally	ADV
esutjss-285	200	10	applied	apply	VERB
esutjss-285	200	11	,	,	PUNCT
esutjss-285	200	12	they	they	PRON
esutjss-285	200	13	reflect	reflect	VERB
esutjss-285	200	14	an	an	DET
esutjss-285	200	15	acknowledgment	acknowledgment	NOUN
esutjss-285	200	16	that	that	SCONJ
esutjss-285	200	17	the	the	DET
esutjss-285	200	18	mobility	mobility	NOUN
esutjss-285	200	19	of	of	ADP
esutjss-285	200	20	lagos	lago	NOUN
esutjss-285	200	21	in	in	ADP
esutjss-285	200	22	the	the	DET
esutjss-285	200	23	future	future	NOUN
esutjss-285	200	24	can	can	AUX
esutjss-285	200	25	not	not	PART
esutjss-285	200	26	be	be	AUX
esutjss-285	200	27	limited	limit	VERB
esutjss-285	200	28	to	to	ADP
esutjss-285	200	29	increasing	increase	VERB
esutjss-285	200	30	the	the	DET
esutjss-285	200	31	capacity	capacity	NOUN
esutjss-285	200	32	of	of	ADP
esutjss-285	200	33	the	the	DET
esutjss-285	200	34	road	road	NOUN
esutjss-285	200	35	infrastructure	infrastructure	NOUN
esutjss-285	200	36	(	(	PUNCT
esutjss-285	200	37	mogaji	mogaji	ADJ
esutjss-285	200	38	,	,	PUNCT
esutjss-285	200	39	2022	2022	NUM
esutjss-285	200	40	)	)	PUNCT
esutjss-285	200	41	.	.	PUNCT
esutjss-285	201	1	instead	instead	ADV
esutjss-285	201	2	,	,	PUNCT
esutjss-285	201	3	there	there	PRON
esutjss-285	201	4	is	be	VERB
esutjss-285	201	5	a	a	DET
esutjss-285	201	6	need	need	NOUN
esutjss-285	201	7	to	to	PART
esutjss-285	201	8	develop	develop	VERB
esutjss-285	201	9	a	a	DET
esutjss-285	201	10	multimodal	multimodal	NOUN
esutjss-285	201	11	,	,	PUNCT
esutjss-285	201	12	environmentally	environmentally	ADV
esutjss-285	201	13	adaptive	adaptive	ADJ
esutjss-285	201	14	and	and	CCONJ
esutjss-285	201	15	socially	socially	ADV
esutjss-285	201	16	inclusive	inclusive	ADJ
esutjss-285	201	17	principle	principle	NOUN
esutjss-285	201	18	to	to	PART
esutjss-285	201	19	enhance	enhance	VERB
esutjss-285	201	20	long	long	ADJ
esutjss-285	201	21	-	-	PUNCT
esutjss-285	201	22	term	term	NOUN
esutjss-285	201	23	road	road	NOUN
esutjss-285	201	24	safety	safety	NOUN
esutjss-285	201	25	and	and	CCONJ
esutjss-285	201	26	urban	urban	ADJ
esutjss-285	201	27	resilience	resilience	NOUN
esutjss-285	201	28	within	within	ADP
esutjss-285	201	29	the	the	DET
esutjss-285	201	30	state	state	NOUN
esutjss-285	201	31	.	.	PUNCT
esutjss-285	202	1	infrastructure	infrastructure	NOUN
esutjss-285	202	2	improvements	improvement	NOUN
esutjss-285	202	3	and	and	CCONJ
esutjss-285	202	4	accident	accident	NOUN
esutjss-285	202	5	rates	rate	NOUN
esutjss-285	202	6	reduction	reduction	VERB
esutjss-285	202	7	an	an	DET
esutjss-285	202	8	increasing	increase	VERB
esutjss-285	202	9	amount	amount	NOUN
esutjss-285	202	10	of	of	ADP
esutjss-285	202	11	empirical	empirical	ADJ
esutjss-285	202	12	evidence	evidence	NOUN
esutjss-285	202	13	is	be	AUX
esutjss-285	202	14	available	available	ADJ
esutjss-285	202	15	in	in	ADP
esutjss-285	202	16	various	various	ADJ
esutjss-285	202	17	jurisdictions	jurisdiction	NOUN
esutjss-285	202	18	to	to	PART
esutjss-285	202	19	corroborate	corroborate	VERB
esutjss-285	202	20	the	the	DET
esutjss-285	202	21	statement	statement	NOUN
esutjss-285	202	22	that	that	SCONJ
esutjss-285	202	23	upgrading	upgrading	NOUN
esutjss-285	202	24	of	of	ADP
esutjss-285	202	25	the	the	DET
esutjss-285	202	26	road	road	NOUN
esutjss-285	202	27	infrastructure	infrastructure	NOUN
esutjss-285	202	28	is	be	AUX
esutjss-285	202	29	one	one	NUM
esutjss-285	202	30	of	of	ADP
esutjss-285	202	31	the	the	DET
esutjss-285	202	32	most	most	ADV
esutjss-285	202	33	effective	effective	ADJ
esutjss-285	202	34	interventions	intervention	NOUN
esutjss-285	202	35	in	in	ADP
esutjss-285	202	36	lessening	lessen	VERB
esutjss-285	202	37	road	road	NOUN
esutjss-285	202	38	traffic	traffic	NOUN
esutjss-285	202	39	accidents	accident	NOUN
esutjss-285	202	40	(	(	PUNCT
esutjss-285	202	41	rta	rta	PROPN
esutjss-285	202	42	)	)	PUNCT
esutjss-285	202	43	.	.	PUNCT
esutjss-285	203	1	infrastructure	infrastructure	NOUN
esutjss-285	203	2	quality	quality	NOUN
esutjss-285	203	3	,	,	PUNCT
esutjss-285	203	4	which	which	PRON
esutjss-285	203	5	includes	include	VERB
esutjss-285	203	6	road	road	NOUN
esutjss-285	203	7	geometry	geometry	NOUN
esutjss-285	203	8	,	,	PUNCT
esutjss-285	203	9	surface	surface	NOUN
esutjss-285	203	10	condition	condition	NOUN
esutjss-285	203	11	,	,	PUNCT
esutjss-285	203	12	signage	signage	NOUN
esutjss-285	203	13	,	,	PUNCT
esutjss-285	203	14	lighting	lighting	NOUN
esutjss-285	203	15	,	,	PUNCT
esutjss-285	203	16	drainage	drainage	NOUN
esutjss-285	203	17	and	and	CCONJ
esutjss-285	203	18	provisions	provision	NOUN
esutjss-285	203	19	made	make	VERB
esutjss-285	203	20	to	to	ADP
esutjss-285	203	21	pedestrians	pedestrian	NOUN
esutjss-285	203	22	,	,	PUNCT
esutjss-285	203	23	is	be	AUX
esutjss-285	203	24	not	not	PART
esutjss-285	203	25	only	only	ADV
esutjss-285	203	26	a	a	DET
esutjss-285	203	27	conductor	conductor	NOUN
esutjss-285	203	28	of	of	ADP
esutjss-285	203	29	movement	movement	NOUN
esutjss-285	203	30	of	of	ADP
esutjss-285	203	31	vehicles	vehicle	NOUN
esutjss-285	203	32	,	,	PUNCT
esutjss-285	203	33	but	but	CCONJ
esutjss-285	203	34	also	also	ADV
esutjss-285	203	35	one	one	NUM
esutjss-285	203	36	of	of	ADP
esutjss-285	203	37	the	the	DET
esutjss-285	203	38	greatest	great	ADJ
esutjss-285	203	39	determinants	determinant	NOUN
esutjss-285	203	40	that	that	PRON
esutjss-285	203	41	affect	affect	VERB
esutjss-285	203	42	the	the	DET
esutjss-285	203	43	results	result	NOUN
esutjss-285	203	44	of	of	ADP
esutjss-285	203	45	road	road	NOUN
esutjss-285	203	46	safety	safety	NOUN
esutjss-285	203	47	.	.	PUNCT
esutjss-285	204	1	macro	macro	ADJ
esutjss-285	204	2	-	-	NOUN
esutjss-285	204	3	level	level	NOUN
esutjss-285	204	4	investment	investment	NOUN
esutjss-285	204	5	and	and	CCONJ
esutjss-285	204	6	micro	micro	ADJ
esutjss-285	204	7	-	-	NOUN
esutjss-285	204	8	level	level	ADJ
esutjss-285	204	9	engineering	engineering	NOUN
esutjss-285	204	10	adjustments	adjustment	NOUN
esutjss-285	204	11	have	have	AUX
esutjss-285	204	12	been	be	AUX
esutjss-285	204	13	shown	show	VERB
esutjss-285	204	14	to	to	PART
esutjss-285	204	15	have	have	VERB
esutjss-285	204	16	a	a	DET
esutjss-285	204	17	quantifiable	quantifiable	ADJ
esutjss-285	204	18	effect	effect	NOUN
esutjss-285	204	19	in	in	ADP
esutjss-285	204	20	the	the	DET
esutjss-285	204	21	reduction	reduction	NOUN
esutjss-285	204	22	of	of	ADP
esutjss-285	204	23	crash	crash	NOUN
esutjss-285	204	24	incidence	incidence	NOUN
esutjss-285	204	25	and	and	CCONJ
esutjss-285	204	26	severity	severity	NOUN
esutjss-285	204	27	,	,	PUNCT
esutjss-285	204	28	especially	especially	ADV
esutjss-285	204	29	when	when	SCONJ
esutjss-285	204	30	carried	carry	VERB
esutjss-285	204	31	out	out	ADP
esutjss-285	204	32	as	as	ADP
esutjss-285	204	33	part	part	NOUN
esutjss-285	204	34	of	of	ADP
esutjss-285	204	35	an	an	DET
esutjss-285	204	36	integrated	integrated	ADJ
esutjss-285	204	37	road	road	NOUN
esutjss-285	204	38	safety	safety	NOUN
esutjss-285	204	39	program	program	NOUN
esutjss-285	204	40	.	.	PUNCT
esutjss-285	205	1	statistical	statistical	ADJ
esutjss-285	205	2	examinations	examination	NOUN
esutjss-285	205	3	on	on	ADP
esutjss-285	205	4	a	a	DET
esutjss-285	205	5	large	large	ADJ
esutjss-285	205	6	scale	scale	NOUN
esutjss-285	205	7	scale	scale	NOUN
esutjss-285	205	8	revealed	reveal	VERB
esutjss-285	205	9	that	that	SCONJ
esutjss-285	205	10	infrastructure	infrastructure	NOUN
esutjss-285	205	11	improvements	improvement	NOUN
esutjss-285	205	12	can	can	AUX
esutjss-285	205	13	decrease	decrease	VERB
esutjss-285	205	14	the	the	DET
esutjss-285	205	15	occurrence	occurrence	NOUN
esutjss-285	205	16	of	of	ADP
esutjss-285	205	17	accidents	accident	NOUN
esutjss-285	205	18	by	by	ADP
esutjss-285	205	19	a	a	DET
esutjss-285	205	20	maximum	maximum	NOUN
esutjss-285	205	21	of	of	ADP
esutjss-285	205	22	50	50	NUM
esutjss-285	205	23	percent	percent	NOUN
esutjss-285	205	24	under	under	ADP
esutjss-285	205	25	particular	particular	ADJ
esutjss-285	205	26	conditions	condition	NOUN
esutjss-285	205	27	,	,	PUNCT
esutjss-285	205	28	although	although	SCONJ
esutjss-285	205	29	it	it	PRON
esutjss-285	205	30	varies	vary	VERB
esutjss-285	205	31	according	accord	VERB
esutjss-285	205	32	to	to	ADP
esutjss-285	205	33	the	the	DET
esutjss-285	205	34	kind	kind	NOUN
esutjss-285	205	35	and	and	CCONJ
esutjss-285	205	36	level	level	NOUN
esutjss-285	205	37	of	of	ADP
esutjss-285	205	38	the	the	DET
esutjss-285	205	39	improvements	improvement	NOUN
esutjss-285	205	40	.	.	PUNCT
esutjss-285	206	1	accidents	accident	NOUN
esutjss-285	206	2	that	that	PRON
esutjss-285	206	3	occur	occur	VERB
esutjss-285	206	4	in	in	ADP
esutjss-285	206	5	such	such	ADJ
esutjss-285	206	6	areas	area	NOUN
esutjss-285	206	7	can	can	AUX
esutjss-285	206	8	be	be	AUX
esutjss-285	206	9	partially	partially	ADV
esutjss-285	206	10	reduced	reduce	VERB
esutjss-285	206	11	by	by	ADP
esutjss-285	206	12	ensuring	ensure	VERB
esutjss-285	206	13	the	the	DET
esutjss-285	206	14	visibility	visibility	NOUN
esutjss-285	206	15	(	(	PUNCT
esutjss-285	206	16	clear	clear	ADJ
esutjss-285	206	17	lane	lane	NOUN
esutjss-285	206	18	delineation	delineation	NOUN
esutjss-285	206	19	,	,	PUNCT
esutjss-285	206	20	wide	wide	ADJ
esutjss-285	206	21	shoulders	shoulder	NOUN
esutjss-285	206	22	,	,	PUNCT
esutjss-285	206	23	median	median	ADJ
esutjss-285	206	24	barriers	barrier	NOUN
esutjss-285	206	25	)	)	PUNCT
esutjss-285	206	26	,	,	PUNCT
esutjss-285	206	27	ballasting	ballast	VERB
esutjss-285	206	28	of	of	ADP
esutjss-285	206	29	curves	curve	NOUN
esutjss-285	206	30	,	,	PUNCT
esutjss-285	206	31	and	and	CCONJ
esutjss-285	206	32	sufficient	sufficient	ADJ
esutjss-285	206	33	control	control	NOUN
esutjss-285	206	34	of	of	ADP
esutjss-285	206	35	behavior	behavior	NOUN
esutjss-285	206	36	of	of	ADP
esutjss-285	206	37	vehicles	vehicle	NOUN
esutjss-285	206	38	(	(	PUNCT
esutjss-285	206	39	good	good	ADJ
esutjss-285	206	40	banking	banking	NOUN
esutjss-285	206	41	of	of	ADP
esutjss-285	206	42	curves	curve	NOUN
esutjss-285	206	43	,	,	PUNCT
esutjss-285	206	44	proper	proper	ADJ
esutjss-285	206	45	width	width	NOUN
esutjss-285	206	46	of	of	ADP
esutjss-285	206	47	shoulders	shoulder	NOUN
esutjss-285	206	48	,	,	PUNCT
esutjss-285	206	49	etc	etc	X
esutjss-285	206	50	.	.	X
esutjss-285	206	51	)	)	PUNCT
esutjss-285	206	52	.	.	PUNCT
esutjss-285	207	1	such	such	ADJ
esutjss-285	207	2	interventions	intervention	NOUN
esutjss-285	207	3	work	work	VERB
esutjss-285	207	4	particularly	particularly	ADV
esutjss-285	207	5	well	well	ADV
esutjss-285	207	6	when	when	SCONJ
esutjss-285	207	7	applied	apply	VERB
esutjss-285	207	8	to	to	ADP
esutjss-285	207	9	black	black	ADJ
esutjss-285	207	10	spots	spot	NOUN
esutjss-285	207	11	or	or	CCONJ
esutjss-285	207	12	high	high	ADJ
esutjss-285	207	13	-	-	PUNCT
esutjss-285	207	14	risk	risk	NOUN
esutjss-285	207	15	corridors	corridor	NOUN
esutjss-285	207	16	determined	determine	VERB
esutjss-285	207	17	by	by	ADP
esutjss-285	207	18	crash	crash	NOUN
esutjss-285	207	19	mapping	mapping	NOUN
esutjss-285	207	20	and	and	CCONJ
esutjss-285	207	21	historical	historical	ADJ
esutjss-285	207	22	trend	trend	NOUN
esutjss-285	207	23	analysis	analysis	NOUN
esutjss-285	207	24	.	.	PUNCT
esutjss-285	208	1	such	such	ADJ
esutjss-285	208	2	interventions	intervention	NOUN
esutjss-285	208	3	are	be	AUX
esutjss-285	208	4	also	also	ADV
esutjss-285	208	5	justified	justify	VERB
esutjss-285	208	6	by	by	ADP
esutjss-285	208	7	economic	economic	ADJ
esutjss-285	208	8	assessments	assessment	NOUN
esutjss-285	208	9	.	.	PUNCT
esutjss-285	209	1	the	the	DET
esutjss-285	209	2	cost	cost	NOUN
esutjss-285	209	3	-	-	PUNCT
esutjss-285	209	4	benefit	benefit	NOUN
esutjss-285	209	5	analysis	analysis	NOUN
esutjss-285	209	6	shows	show	VERB
esutjss-285	209	7	that	that	SCONJ
esutjss-285	209	8	not	not	PART
esutjss-285	209	9	only	only	ADV
esutjss-285	209	10	does	do	AUX
esutjss-285	209	11	spending	spend	VERB
esutjss-285	209	12	on	on	ADP
esutjss-285	209	13	an	an	DET
esutjss-285	209	14	infrastructure	infrastructure	NOUN
esutjss-285	209	15	with	with	ADP
esutjss-285	209	16	decreased	decrease	VERB
esutjss-285	209	17	risks	risk	NOUN
esutjss-285	209	18	of	of	ADP
esutjss-285	209	19	death	death	NOUN
esutjss-285	209	20	and	and	CCONJ
esutjss-285	209	21	240	240	NUM
esutjss-285	209	22	injury	injury	NOUN
esutjss-285	209	23	,	,	PUNCT
esutjss-285	209	24	but	but	CCONJ
esutjss-285	209	25	this	this	PRON
esutjss-285	209	26	also	also	ADV
esutjss-285	209	27	provides	provide	VERB
esutjss-285	209	28	savings	saving	NOUN
esutjss-285	209	29	in	in	ADP
esutjss-285	209	30	the	the	DET
esutjss-285	209	31	long	long	ADJ
esutjss-285	209	32	run	run	NOUN
esutjss-285	209	33	as	as	SCONJ
esutjss-285	209	34	the	the	DET
esutjss-285	209	35	cost	cost	NOUN
esutjss-285	209	36	of	of	ADP
esutjss-285	209	37	insurance	insurance	NOUN
esutjss-285	209	38	claims	claim	NOUN
esutjss-285	209	39	declines	decline	VERB
esutjss-285	209	40	,	,	PUNCT
esutjss-285	209	41	emergency	emergency	NOUN
esutjss-285	209	42	services	service	NOUN
esutjss-285	209	43	no	no	ADV
esutjss-285	209	44	longer	long	ADV
esutjss-285	209	45	have	have	VERB
esutjss-285	209	46	to	to	PART
esutjss-285	209	47	stretch	stretch	VERB
esutjss-285	209	48	as	as	ADV
esutjss-285	209	49	much	much	ADV
esutjss-285	209	50	,	,	PUNCT
esutjss-285	209	51	and	and	CCONJ
esutjss-285	209	52	people	people	NOUN
esutjss-285	209	53	have	have	VERB
esutjss-285	209	54	a	a	DET
esutjss-285	209	55	greater	great	ADJ
esutjss-285	209	56	trust	trust	NOUN
esutjss-285	209	57	in	in	ADP
esutjss-285	209	58	the	the	DET
esutjss-285	209	59	transportation	transportation	NOUN
esutjss-285	209	60	systems	system	NOUN
esutjss-285	209	61	(	(	PUNCT
esutjss-285	209	62	feber	feber	PROPN
esutjss-285	209	63	et	et	PROPN
esutjss-285	209	64	al	al	PROPN
esutjss-285	209	65	.	.	PROPN
esutjss-285	209	66	,	,	PUNCT
esutjss-285	209	67	2003	2003	NUM
esutjss-285	209	68	;	;	PUNCT
esutjss-285	209	69	yannis	yannis	PROPN
esutjss-285	209	70	et	et	PROPN
esutjss-285	209	71	al	al	PROPN
esutjss-285	209	72	.	.	PROPN
esutjss-285	209	73	,	,	PUNCT
esutjss-285	209	74	2016	2016	NUM
esutjss-285	209	75	)	)	PUNCT
esutjss-285	209	76	.	.	PUNCT
esutjss-285	210	1	in	in	ADP
esutjss-285	210	2	other	other	ADJ
esutjss-285	210	3	locations	location	NOUN
esutjss-285	210	4	,	,	PUNCT
esutjss-285	210	5	it	it	PRON
esutjss-285	210	6	is	be	AUX
esutjss-285	210	7	said	say	VERB
esutjss-285	210	8	that	that	SCONJ
esutjss-285	210	9	the	the	DET
esutjss-285	210	10	public	public	ADJ
esutjss-285	210	11	-	-	PUNCT
esutjss-285	210	12	private	private	ADJ
esutjss-285	210	13	partnership	partnership	NOUN
esutjss-285	210	14	has	have	AUX
esutjss-285	210	15	been	be	AUX
esutjss-285	210	16	crucial	crucial	ADJ
esutjss-285	210	17	in	in	ADP
esutjss-285	210	18	the	the	DET
esutjss-285	210	19	faster	fast	ADJ
esutjss-285	210	20	satisfaction	satisfaction	NOUN
esutjss-285	210	21	of	of	ADP
esutjss-285	210	22	infrastructure	infrastructure	NOUN
esutjss-285	210	23	improvements	improvement	NOUN
esutjss-285	210	24	and	and	CCONJ
esutjss-285	210	25	there	there	PRON
esutjss-285	210	26	is	be	VERB
esutjss-285	210	27	a	a	DET
esutjss-285	210	28	quantified	quantified	ADJ
esutjss-285	210	29	decrease	decrease	NOUN
esutjss-285	210	30	in	in	ADP
esutjss-285	210	31	crash	crash	NOUN
esutjss-285	210	32	rates	rate	NOUN
esutjss-285	210	33	on	on	ADP
esutjss-285	210	34	highways	highway	NOUN
esutjss-285	210	35	under	under	ADP
esutjss-285	210	36	concessions	concession	NOUN
esutjss-285	210	37	(	(	PUNCT
esutjss-285	210	38	albalate	albalate	PROPN
esutjss-285	210	39	&	&	CCONJ
esutjss-285	210	40	bel	bel	PROPN
esutjss-285	210	41	-	-	PROPN
esutjss-285	210	42	piñana	piñana	PROPN
esutjss-285	210	43	,	,	PUNCT
esutjss-285	210	44	2019	2019	NUM
esutjss-285	210	45	)	)	PUNCT
esutjss-285	210	46	.	.	PUNCT
esutjss-285	211	1	localized	localize	VERB
esutjss-285	211	2	interventions	intervention	NOUN
esutjss-285	211	3	like	like	ADP
esutjss-285	211	4	roundabouts	roundabout	NOUN
esutjss-285	211	5	,	,	PUNCT
esutjss-285	211	6	speed	speed	NOUN
esutjss-285	211	7	-	-	PUNCT
esutjss-285	211	8	calming	calm	VERB
esutjss-285	211	9	treatments	treatment	NOUN
esutjss-285	211	10	,	,	PUNCT
esutjss-285	211	11	pedestrian	pedestrian	NOUN
esutjss-285	211	12	refuges	refuge	NOUN
esutjss-285	211	13	,	,	PUNCT
esutjss-285	211	14	and	and	CCONJ
esutjss-285	211	15	protected	protect	VERB
esutjss-285	211	16	bike	bike	NOUN
esutjss-285	211	17	facilities	facility	NOUN
esutjss-285	211	18	have	have	AUX
esutjss-285	211	19	demonstrated	demonstrate	VERB
esutjss-285	211	20	measurable	measurable	ADJ
esutjss-285	211	21	decreases	decrease	NOUN
esutjss-285	211	22	in	in	ADP
esutjss-285	211	23	collision	collision	NOUN
esutjss-285	211	24	risks	risk	NOUN
esutjss-285	211	25	,	,	PUNCT
esutjss-285	211	26	especially	especially	ADV
esutjss-285	211	27	among	among	ADP
esutjss-285	211	28	vulnerable	vulnerable	ADJ
esutjss-285	211	29	road	road	NOUN
esutjss-285	211	30	users	user	NOUN
esutjss-285	211	31	.	.	PUNCT
esutjss-285	212	1	an	an	DET
esutjss-285	212	2	example	example	NOUN
esutjss-285	212	3	is	be	AUX
esutjss-285	212	4	curb	curb	NOUN
esutjss-285	212	5	extension	extension	NOUN
esutjss-285	212	6	connections	connection	NOUN
esutjss-285	212	7	where	where	SCONJ
esutjss-285	212	8	car	car	NOUN
esutjss-285	212	9	movement	movement	NOUN
esutjss-285	212	10	turning	turn	VERB
esutjss-285	212	11	speeds	speed	NOUN
esutjss-285	212	12	have	have	AUX
esutjss-285	212	13	been	be	AUX
esutjss-285	212	14	hampered	hamper	VERB
esutjss-285	212	15	and	and	CCONJ
esutjss-285	212	16	pedestrian	pedestrian	NOUN
esutjss-285	212	17	visibility	visibility	NOUN
esutjss-285	212	18	has	have	AUX
esutjss-285	212	19	improved	improve	VERB
esutjss-285	212	20	at	at	ADP
esutjss-285	212	21	intersections	intersection	NOUN
esutjss-285	212	22	and	and	CCONJ
esutjss-285	212	23	in	in	ADP
esutjss-285	212	24	cities	city	NOUN
esutjss-285	212	25	,	,	PUNCT
esutjss-285	212	26	leading	lead	VERB
esutjss-285	212	27	to	to	ADP
esutjss-285	212	28	a	a	DET
esutjss-285	212	29	major	major	ADJ
esutjss-285	212	30	decrease	decrease	NOUN
esutjss-285	212	31	in	in	ADP
esutjss-285	212	32	pedestrian	pedestrian	NOUN
esutjss-285	212	33	injury	injury	NOUN
esutjss-285	212	34	(	(	PUNCT
esutjss-285	212	35	goniewicz	goniewicz	VERB
esutjss-285	212	36	et	et	PROPN
esutjss-285	212	37	al	al	PROPN
esutjss-285	212	38	.	.	PROPN
esutjss-285	212	39	,	,	PUNCT
esutjss-285	212	40	2016	2016	NUM
esutjss-285	212	41	)	)	PUNCT
esutjss-285	212	42	.	.	PUNCT
esutjss-285	213	1	cyclist	cyclist	NOUN
esutjss-285	213	2	-	-	PUNCT
esutjss-285	213	3	specific	specific	ADJ
esutjss-285	213	4	infrastructure	infrastructure	NOUN
esutjss-285	213	5	,	,	PUNCT
esutjss-285	213	6	including	include	VERB
esutjss-285	213	7	physically	physically	ADV
esutjss-285	213	8	separated	separate	VERB
esutjss-285	213	9	bike	bike	NOUN
esutjss-285	213	10	lanes	lane	NOUN
esutjss-285	213	11	,	,	PUNCT
esutjss-285	213	12	has	have	AUX
esutjss-285	213	13	also	also	ADV
esutjss-285	213	14	been	be	AUX
esutjss-285	213	15	found	find	VERB
esutjss-285	213	16	to	to	PART
esutjss-285	213	17	be	be	AUX
esutjss-285	213	18	linked	link	VERB
esutjss-285	213	19	with	with	ADP
esutjss-285	213	20	a	a	DET
esutjss-285	213	21	significant	significant	ADJ
esutjss-285	213	22	decrease	decrease	NOUN
esutjss-285	213	23	in	in	ADP
esutjss-285	213	24	bicycle	bicycle	NOUN
esutjss-285	213	25	-	-	PUNCT
esutjss-285	213	26	related	relate	VERB
esutjss-285	213	27	crashes	crash	NOUN
esutjss-285	213	28	(	(	PUNCT
esutjss-285	213	29	uzondu	uzondu	NOUN
esutjss-285	213	30	et	et	NOUN
esutjss-285	213	31	al	al	PROPN
esutjss-285	213	32	.	.	PROPN
esutjss-285	213	33	,	,	PUNCT
esutjss-285	213	34	2020	2020	NUM
esutjss-285	213	35	)	)	PUNCT
esutjss-285	213	36	.	.	PUNCT
esutjss-285	214	1	moreover	moreover	ADV
esutjss-285	214	2	,	,	PUNCT
esutjss-285	214	3	there	there	PRON
esutjss-285	214	4	have	have	AUX
esutjss-285	214	5	been	be	AUX
esutjss-285	214	6	good	good	ADJ
esutjss-285	214	7	safety	safety	NOUN
esutjss-285	214	8	results	result	NOUN
esutjss-285	214	9	with	with	ADP
esutjss-285	214	10	the	the	DET
esutjss-285	214	11	combination	combination	NOUN
esutjss-285	214	12	of	of	ADP
esutjss-285	214	13	intelligent	intelligent	ADJ
esutjss-285	214	14	transportation	transportation	NOUN
esutjss-285	214	15	systems	system	NOUN
esutjss-285	214	16	(	(	PUNCT
esutjss-285	214	17	its	its	PRON
esutjss-285	214	18	)	)	PUNCT
esutjss-285	214	19	and	and	CCONJ
esutjss-285	214	20	the	the	DET
esutjss-285	214	21	implementation	implementation	NOUN
esutjss-285	214	22	of	of	ADP
esutjss-285	214	23	average	average	ADJ
esutjss-285	214	24	speed	speed	NOUN
esutjss-285	214	25	enforcement	enforcement	NOUN
esutjss-285	214	26	mechanisms	mechanism	NOUN
esutjss-285	214	27	in	in	ADP
esutjss-285	214	28	the	the	DET
esutjss-285	214	29	larger	large	ADJ
esutjss-285	214	30	highways	highway	NOUN
esutjss-285	214	31	.	.	PUNCT
esutjss-285	215	1	experience	experience	NOUN
esutjss-285	215	2	with	with	ADP
esutjss-285	215	3	the	the	DET
esutjss-285	215	4	work	work	NOUN
esutjss-285	215	5	of	of	ADP
esutjss-285	215	6	the	the	DET
esutjss-285	215	7	italian	italian	ADJ
esutjss-285	215	8	system	system	NOUN
esutjss-285	215	9	of	of	ADP
esutjss-285	215	10	tracking	track	VERB
esutjss-285	215	11	average	average	ADJ
esutjss-285	215	12	speeds	speed	NOUN
esutjss-285	215	13	,	,	PUNCT
esutjss-285	215	14	known	know	VERB
esutjss-285	215	15	as	as	ADP
esutjss-285	215	16	the	the	DET
esutjss-285	215	17	safety	safety	NOUN
esutjss-285	215	18	tutor	tutor	NOUN
esutjss-285	215	19	,	,	PUNCT
esutjss-285	215	20	over	over	ADP
esutjss-285	215	21	long	long	ADJ
esutjss-285	215	22	distances	distance	NOUN
esutjss-285	215	23	on	on	ADP
esutjss-285	215	24	the	the	DET
esutjss-285	215	25	road	road	NOUN
esutjss-285	215	26	,	,	PUNCT
esutjss-285	215	27	showed	show	VERB
esutjss-285	215	28	that	that	SCONJ
esutjss-285	215	29	the	the	DET
esutjss-285	215	30	number	number	NOUN
esutjss-285	215	31	of	of	ADP
esutjss-285	215	32	fatal	fatal	ADJ
esutjss-285	215	33	and	and	CCONJ
esutjss-285	215	34	harmful	harmful	ADJ
esutjss-285	215	35	accidents	accident	NOUN
esutjss-285	215	36	decreased	decrease	VERB
esutjss-285	215	37	with	with	ADP
esutjss-285	215	38	the	the	DET
esutjss-285	215	39	introduction	introduction	NOUN
esutjss-285	215	40	of	of	ADP
esutjss-285	215	41	the	the	DET
esutjss-285	215	42	new	new	ADJ
esutjss-285	215	43	system	system	NOUN
esutjss-285	215	44	by	by	ADP
esutjss-285	215	45	statistically	statistically	ADV
esutjss-285	215	46	significant	significant	ADJ
esutjss-285	215	47	level	level	NOUN
esutjss-285	215	48	(	(	PUNCT
esutjss-285	215	49	borsati	borsati	NOUN
esutjss-285	215	50	et	et	NOUN
esutjss-285	215	51	al	al	PROPN
esutjss-285	215	52	.	.	PROPN
esutjss-285	215	53	,	,	PUNCT
esutjss-285	215	54	2019	2019	NUM
esutjss-285	215	55	)	)	PUNCT
esutjss-285	215	56	.	.	PUNCT
esutjss-285	216	1	this	this	PRON
esutjss-285	216	2	concurs	concur	VERB
esutjss-285	216	3	with	with	ADP
esutjss-285	216	4	larger	large	ADJ
esutjss-285	216	5	studies	study	NOUN
esutjss-285	216	6	that	that	PRON
esutjss-285	216	7	show	show	VERB
esutjss-285	216	8	that	that	SCONJ
esutjss-285	216	9	consistent	consistent	ADJ
esutjss-285	216	10	and	and	CCONJ
esutjss-285	216	11	automated	automate	VERB
esutjss-285	216	12	enforcement	enforcement	NOUN
esutjss-285	216	13	,	,	PUNCT
esutjss-285	216	14	coupled	couple	VERB
esutjss-285	216	15	with	with	ADP
esutjss-285	216	16	separated	separate	VERB
esutjss-285	216	17	infrastructure	infrastructure	NOUN
esutjss-285	216	18	,	,	PUNCT
esutjss-285	216	19	help	help	AUX
esutjss-285	216	20	reduce	reduce	VERB
esutjss-285	216	21	crashes	crash	NOUN
esutjss-285	216	22	sustainably	sustainably	ADV
esutjss-285	216	23	.	.	PUNCT
esutjss-285	217	1	the	the	DET
esutjss-285	217	2	collateral	collateral	ADJ
esutjss-285	217	3	benefits	benefit	NOUN
esutjss-285	217	4	of	of	ADP
esutjss-285	217	5	infrastructure	infrastructure	NOUN
esutjss-285	217	6	improvements	improvement	NOUN
esutjss-285	217	7	have	have	AUX
esutjss-285	217	8	been	be	AUX
esutjss-285	217	9	emphasized	emphasize	VERB
esutjss-285	217	10	in	in	ADP
esutjss-285	217	11	further	further	ADJ
esutjss-285	217	12	studies	study	NOUN
esutjss-285	217	13	.	.	PUNCT
esutjss-285	218	1	one	one	NUM
esutjss-285	218	2	illustration	illustration	NOUN
esutjss-285	218	3	is	be	AUX
esutjss-285	218	4	the	the	DET
esutjss-285	218	5	effect	effect	NOUN
esutjss-285	218	6	of	of	ADP
esutjss-285	218	7	quality	quality	NOUN
esutjss-285	218	8	investments	investment	NOUN
esutjss-285	218	9	in	in	ADP
esutjss-285	218	10	road	road	NOUN
esutjss-285	218	11	infrastructure	infrastructure	NOUN
esutjss-285	218	12	where	where	SCONJ
esutjss-285	218	13	quality	quality	NOUN
esutjss-285	218	14	roadwork	roadwork	NOUN
esutjss-285	218	15	was	be	AUX
esutjss-285	218	16	proven	prove	VERB
esutjss-285	218	17	to	to	PART
esutjss-285	218	18	manipulate	manipulate	VERB
esutjss-285	218	19	road	road	NOUN
esutjss-285	218	20	user	user	NOUN
esutjss-285	218	21	behaviour	behaviour	NOUN
esutjss-285	218	22	,	,	PUNCT
esutjss-285	218	23	increasing	increase	VERB
esutjss-285	218	24	adherence	adherence	NOUN
esutjss-285	218	25	to	to	ADP
esutjss-285	218	26	speed	speed	NOUN
esutjss-285	218	27	limits	limit	NOUN
esutjss-285	218	28	and	and	CCONJ
esutjss-285	218	29	lanes	lane	NOUN
esutjss-285	218	30	.	.	PUNCT
esutjss-285	219	1	on	on	ADP
esutjss-285	219	2	the	the	DET
esutjss-285	219	3	other	other	ADJ
esutjss-285	219	4	hand	hand	NOUN
esutjss-285	219	5	,	,	PUNCT
esutjss-285	219	6	infrastructure	infrastructure	NOUN
esutjss-285	219	7	in	in	ADP
esutjss-285	219	8	poor	poor	ADJ
esutjss-285	219	9	conditions	condition	NOUN
esutjss-285	219	10	of	of	ADP
esutjss-285	219	11	construction	construction	NOUN
esutjss-285	219	12	or	or	CCONJ
esutjss-285	219	13	design	design	NOUN
esutjss-285	219	14	is	be	AUX
esutjss-285	219	15	linked	link	VERB
esutjss-285	219	16	to	to	ADP
esutjss-285	219	17	aggressive	aggressive	ADJ
esutjss-285	219	18	driving	driving	NOUN
esutjss-285	219	19	,	,	PUNCT
esutjss-285	219	20	or	or	CCONJ
esutjss-285	219	21	even	even	ADV
esutjss-285	219	22	compensation	compensation	NOUN
esutjss-285	219	23	driving	driving	NOUN
esutjss-285	219	24	that	that	PRON
esutjss-285	219	25	also	also	ADV
esutjss-285	219	26	raises	raise	VERB
esutjss-285	219	27	the	the	DET
esutjss-285	219	28	risk	risk	NOUN
esutjss-285	219	29	of	of	ADP
esutjss-285	219	30	accidents	accident	NOUN
esutjss-285	219	31	(	(	PUNCT
esutjss-285	219	32	wang	wang	PROPN
esutjss-285	219	33	et	et	PROPN
esutjss-285	219	34	al	al	PROPN
esutjss-285	219	35	.	.	PROPN
esutjss-285	219	36	,	,	PUNCT
esutjss-285	219	37	2013	2013	NUM
esutjss-285	219	38	;	;	PUNCT
esutjss-285	219	39	noland	noland	PROPN
esutjss-285	219	40	,	,	PUNCT
esutjss-285	219	41	2003	2003	NUM
esutjss-285	219	42	)	)	PUNCT
esutjss-285	219	43	.	.	PUNCT
esutjss-285	220	1	infrastructure	infrastructure	NOUN
esutjss-285	220	2	investments	investment	NOUN
esutjss-285	220	3	also	also	ADV
esutjss-285	220	4	can	can	AUX
esutjss-285	220	5	be	be	AUX
esutjss-285	220	6	very	very	ADV
esutjss-285	220	7	significant	significant	ADJ
esutjss-285	220	8	in	in	ADP
esutjss-285	220	9	increasing	increase	VERB
esutjss-285	220	10	safety	safety	NOUN
esutjss-285	220	11	at	at	ADP
esutjss-285	220	12	night	night	NOUN
esutjss-285	220	13	,	,	PUNCT
esutjss-285	220	14	where	where	SCONJ
esutjss-285	220	15	reflective	reflective	ADJ
esutjss-285	220	16	products	product	NOUN
esutjss-285	220	17	and	and	CCONJ
esutjss-285	220	18	improved	improved	ADJ
esutjss-285	220	19	lighting	lighting	NOUN
esutjss-285	220	20	at	at	ADP
esutjss-285	220	21	night	night	NOUN
esutjss-285	220	22	contribute	contribute	VERB
esutjss-285	220	23	greatly	greatly	ADV
esutjss-285	220	24	in	in	ADP
esutjss-285	220	25	ensuring	ensure	VERB
esutjss-285	220	26	that	that	SCONJ
esutjss-285	220	27	the	the	DET
esutjss-285	220	28	occurrence	occurrence	NOUN
esutjss-285	220	29	of	of	ADP
esutjss-285	220	30	crashes	crash	NOUN
esutjss-285	220	31	at	at	ADP
esutjss-285	220	32	night	night	NOUN
esutjss-285	220	33	,	,	PUNCT
esutjss-285	220	34	during	during	ADP
esutjss-285	220	35	low	low	ADJ
esutjss-285	220	36	visibility	visibility	NOUN
esutjss-285	220	37	,	,	PUNCT
esutjss-285	220	38	is	be	AUX
esutjss-285	220	39	minimized	minimize	VERB
esutjss-285	220	40	(	(	PUNCT
esutjss-285	220	41	johnston	johnston	PROPN
esutjss-285	220	42	,	,	PUNCT
esutjss-285	220	43	2004	2004	NUM
esutjss-285	220	44	)	)	PUNCT
esutjss-285	220	45	.	.	PUNCT
esutjss-285	221	1	although	although	SCONJ
esutjss-285	221	2	spending	spend	VERB
esutjss-285	221	3	money	money	NOUN
esutjss-285	221	4	on	on	ADP
esutjss-285	221	5	infrastructure	infrastructure	NOUN
esutjss-285	221	6	can	can	AUX
esutjss-285	221	7	not	not	PART
esutjss-285	221	8	eradicate	eradicate	VERB
esutjss-285	221	9	traffic	traffic	NOUN
esutjss-285	221	10	crashes	crash	NOUN
esutjss-285	221	11	,	,	PUNCT
esutjss-285	221	12	despite	despite	SCONJ
esutjss-285	221	13	the	the	DET
esutjss-285	221	14	intricate	intricate	ADJ
esutjss-285	221	15	interaction	interaction	NOUN
esutjss-285	221	16	between	between	ADP
esutjss-285	221	17	human	human	ADJ
esutjss-285	221	18	error	error	NOUN
esutjss-285	221	19	,	,	PUNCT
esutjss-285	221	20	the	the	DET
esutjss-285	221	21	state	state	NOUN
esutjss-285	221	22	of	of	ADP
esutjss-285	221	23	the	the	DET
esutjss-285	221	24	vehicle	vehicle	NOUN
esutjss-285	221	25	or	or	CCONJ
esutjss-285	221	26	elements	element	NOUN
esutjss-285	221	27	(	(	PUNCT
esutjss-285	221	28	known	know	VERB
esutjss-285	221	29	as	as	ADP
esutjss-285	221	30	the	the	DET
esutjss-285	221	31	swiss	swiss	ADJ
esutjss-285	221	32	cheese	cheese	NOUN
esutjss-285	221	33	model	model	NOUN
esutjss-285	221	34	)	)	PUNCT
esutjss-285	221	35	,	,	PUNCT
esutjss-285	221	36	this	this	DET
esutjss-285	221	37	type	type	NOUN
esutjss-285	221	38	of	of	ADP
esutjss-285	221	39	investment	investment	NOUN
esutjss-285	221	40	is	be	AUX
esutjss-285	221	41	the	the	DET
esutjss-285	221	42	cornerstone	cornerstone	NOUN
esutjss-285	221	43	of	of	ADP
esutjss-285	221	44	current	current	ADJ
esutjss-285	221	45	road	road	NOUN
esutjss-285	221	46	safety	safety	NOUN
esutjss-285	221	47	planning	planning	NOUN
esutjss-285	221	48	.	.	PUNCT
esutjss-285	222	1	infrastructural	infrastructural	ADJ
esutjss-285	222	2	infrastructure	infrastructure	NOUN
esutjss-285	222	3	improvement	improvement	NOUN
esutjss-285	222	4	and	and	CCONJ
esutjss-285	222	5	regulatory	regulatory	ADJ
esutjss-285	222	6	interventions	intervention	NOUN
esutjss-285	222	7	,	,	PUNCT
esutjss-285	222	8	including	include	VERB
esutjss-285	222	9	speed	speed	NOUN
esutjss-285	222	10	enforcement	enforcement	NOUN
esutjss-285	222	11	and	and	CCONJ
esutjss-285	222	12	driver	driver	NOUN
esutjss-285	222	13	education	education	NOUN
esutjss-285	222	14	programs	program	NOUN
esutjss-285	222	15	,	,	PUNCT
esutjss-285	222	16	have	have	AUX
esutjss-285	222	17	regularly	regularly	ADV
esutjss-285	222	18	been	be	AUX
esutjss-285	222	19	cited	cite	VERB
esutjss-285	222	20	as	as	ADP
esutjss-285	222	21	a	a	DET
esutjss-285	222	22	critical	critical	ADJ
esutjss-285	222	23	predictor	predictor	NOUN
esutjss-285	222	24	of	of	ADP
esutjss-285	222	25	long	long	ADJ
esutjss-285	222	26	-	-	PUNCT
esutjss-285	222	27	term	term	NOUN
esutjss-285	222	28	road	road	NOUN
esutjss-285	222	29	safety	safety	NOUN
esutjss-285	222	30	gains	gain	NOUN
esutjss-285	222	31	(	(	PUNCT
esutjss-285	222	32	v	v	NOUN
esutjss-285	222	33	ugar	ugar	NOUN
esutjss-285	222	34	et	et	PROPN
esutjss-285	222	35	al	al	PROPN
esutjss-285	222	36	.	.	PROPN
esutjss-285	222	37	,	,	PUNCT
esutjss-285	222	38	2023	2023	NUM
esutjss-285	222	39	;	;	PUNCT
esutjss-285	222	40	albalate	albalate	PROPN
esutjss-285	222	41	et	et	PROPN
esutjss-285	222	42	al	al	PROPN
esutjss-285	222	43	.	.	PROPN
esutjss-285	222	44	,	,	PUNCT
esutjss-285	222	45	2013	2013	NUM
esutjss-285	222	46	)	)	PUNCT
esutjss-285	222	47	.	.	PUNCT
esutjss-285	223	1	implications	implication	NOUN
esutjss-285	223	2	for	for	ADP
esutjss-285	223	3	motor	motor	NOUN
esutjss-285	223	4	insurance	insurance	NOUN
esutjss-285	223	5	industry	industry	NOUN
esutjss-285	223	6	in	in	ADP
esutjss-285	223	7	nigeria	nigeria	PRON
esutjss-285	223	8	the	the	DET
esutjss-285	223	9	rate	rate	NOUN
esutjss-285	223	10	of	of	ADP
esutjss-285	223	11	road	road	NOUN
esutjss-285	223	12	traffic	traffic	NOUN
esutjss-285	223	13	accidents	accident	NOUN
esutjss-285	223	14	in	in	ADP
esutjss-285	223	15	nigeria	nigeria	PROPN
esutjss-285	223	16	remains	remain	VERB
esutjss-285	223	17	very	very	ADV
esutjss-285	223	18	high	high	ADJ
esutjss-285	223	19	and	and	CCONJ
esutjss-285	223	20	has	have	VERB
esutjss-285	223	21	a	a	DET
esutjss-285	223	22	significant	significant	ADJ
esutjss-285	223	23	and	and	CCONJ
esutjss-285	223	24	destabilizing	destabilizing	ADJ
esutjss-285	223	25	effect	effect	NOUN
esutjss-285	223	26	on	on	ADP
esutjss-285	223	27	the	the	DET
esutjss-285	223	28	motor	motor	NOUN
esutjss-285	223	29	insurance	insurance	NOUN
esutjss-285	223	30	industry	industry	NOUN
esutjss-285	223	31	in	in	ADP
esutjss-285	223	32	nigeria	nigeria	PROPN
esutjss-285	223	33	.	.	PUNCT
esutjss-285	224	1	there	there	PRON
esutjss-285	224	2	is	be	VERB
esutjss-285	224	3	a	a	DET
esutjss-285	224	4	clear	clear	ADJ
esutjss-285	224	5	and	and	CCONJ
esutjss-285	224	6	strong	strong	ADJ
esutjss-285	224	7	correlation	correlation	NOUN
esutjss-285	224	8	between	between	ADP
esutjss-285	224	9	the	the	DET
esutjss-285	224	10	frequency	frequency	NOUN
esutjss-285	224	11	of	of	ADP
esutjss-285	224	12	accidents	accident	NOUN
esutjss-285	224	13	and	and	CCONJ
esutjss-285	224	14	the	the	DET
esutjss-285	224	15	number	number	NOUN
esutjss-285	224	16	of	of	ADP
esutjss-285	224	17	insurance	insurance	NOUN
esutjss-285	224	18	claims	claim	NOUN
esutjss-285	224	19	;	;	PUNCT
esutjss-285	224	20	insurance	insurance	NOUN
esutjss-285	224	21	companies	company	NOUN
esutjss-285	224	22	are	be	AUX
esutjss-285	224	23	often	often	ADV
esutjss-285	224	24	forced	force	VERB
esutjss-285	224	25	to	to	PART
esutjss-285	224	26	pay	pay	VERB
esutjss-285	224	27	huge	huge	ADJ
esutjss-285	224	28	and	and	CCONJ
esutjss-285	224	29	recurring	recur	VERB
esutjss-285	224	30	claims	claim	NOUN
esutjss-285	224	31	,	,	PUNCT
esutjss-285	224	32	which	which	PRON
esutjss-285	224	33	causes	cause	VERB
esutjss-285	224	34	operation	operation	NOUN
esutjss-285	224	35	inefficiency	inefficiency	NOUN
esutjss-285	224	36	and	and	CCONJ
esutjss-285	224	37	financial	financial	ADJ
esutjss-285	224	38	insolvency	insolvency	NOUN
esutjss-285	224	39	.	.	PUNCT
esutjss-285	225	1	this	this	DET
esutjss-285	225	2	relationship	relationship	NOUN
esutjss-285	225	3	is	be	AUX
esutjss-285	225	4	not	not	PART
esutjss-285	225	5	a	a	DET
esutjss-285	225	6	theoretical	theoretical	ADJ
esutjss-285	225	7	assumption	assumption	NOUN
esutjss-285	225	8	,	,	PUNCT
esutjss-285	225	9	but	but	CCONJ
esutjss-285	225	10	is	be	AUX
esutjss-285	225	11	confirmed	confirm	VERB
esutjss-285	225	12	by	by	ADP
esutjss-285	225	13	facts	fact	NOUN
esutjss-285	225	14	and	and	CCONJ
esutjss-285	225	15	observed	observe	VERB
esutjss-285	225	16	market	market	NOUN
esutjss-285	225	17	dynamics	dynamic	NOUN
esutjss-285	225	18	.	.	PUNCT
esutjss-285	226	1	against	against	ADP
esutjss-285	226	2	the	the	DET
esutjss-285	226	3	backdrop	backdrop	NOUN
esutjss-285	226	4	of	of	ADP
esutjss-285	226	5	poor	poor	ADJ
esutjss-285	226	6	road	road	NOUN
esutjss-285	226	7	development	development	NOUN
esutjss-285	226	8	,	,	PUNCT
esutjss-285	226	9	irregular	irregular	ADJ
esutjss-285	226	10	driving	driving	NOUN
esutjss-285	226	11	habits	habit	NOUN
esutjss-285	226	12	,	,	PUNCT
esutjss-285	226	13	poor	poor	ADJ
esutjss-285	226	14	enforcement	enforcement	NOUN
esutjss-285	226	15	of	of	ADP
esutjss-285	226	16	road	road	NOUN
esutjss-285	226	17	codes	code	NOUN
esutjss-285	226	18	,	,	PUNCT
esutjss-285	226	19	and	and	CCONJ
esutjss-285	226	20	a	a	DET
esutjss-285	226	21	swelling	swell	VERB
esutjss-285	226	22	vehicle	vehicle	NOUN
esutjss-285	226	23	volume	volume	NOUN
esutjss-285	226	24	,	,	PUNCT
esutjss-285	226	25	the	the	DET
esutjss-285	226	26	rate	rate	NOUN
esutjss-285	226	27	of	of	ADP
esutjss-285	226	28	traffic	traffic	NOUN
esutjss-285	226	29	accidents	accident	NOUN
esutjss-285	226	30	also	also	ADV
esutjss-285	226	31	has	have	AUX
esutjss-285	226	32	been	be	AUX
esutjss-285	226	33	alarming	alarming	ADJ
esutjss-285	226	34	.	.	PUNCT
esutjss-285	227	1	as	as	ADP
esutjss-285	227	2	a	a	DET
esutjss-285	227	3	result	result	NOUN
esutjss-285	227	4	,	,	PUNCT
esutjss-285	227	5	motor	motor	NOUN
esutjss-285	227	6	insurers	insurer	NOUN
esutjss-285	227	7	are	be	AUX
esutjss-285	227	8	subjected	subject	VERB
esutjss-285	227	9	to	to	ADP
esutjss-285	227	10	an	an	DET
esutjss-285	227	11	unending	unending	ADJ
esutjss-285	227	12	flow	flow	NOUN
esutjss-285	227	13	of	of	ADP
esutjss-285	227	14	claims	claim	NOUN
esutjss-285	227	15	that	that	PRON
esutjss-285	227	16	threatens	threaten	VERB
esutjss-285	227	17	both	both	DET
esutjss-285	227	18	profitability	profitability	NOUN
esutjss-285	227	19	and	and	CCONJ
esutjss-285	227	20	capital	capital	NOUN
esutjss-285	227	21	adequacy	adequacy	NOUN
esutjss-285	227	22	.	.	PUNCT
esutjss-285	228	1	this	this	DET
esutjss-285	228	2	local	local	ADJ
esutjss-285	228	3	is	be	AUX
esutjss-285	228	4	compounded	compound	VERB
esutjss-285	228	5	by	by	ADP
esutjss-285	228	6	the	the	DET
esutjss-285	228	7	continuing	continue	VERB
esutjss-285	228	8	macroeconomic	macroeconomic	ADJ
esutjss-285	228	9	problems	problem	NOUN
esutjss-285	228	10	involving	involve	VERB
esutjss-285	228	11	high	high	ADJ
esutjss-285	228	12	inflation	inflation	NOUN
esutjss-285	228	13	in	in	ADP
esutjss-285	228	14	nigeria	nigeria	PROPN
esutjss-285	228	15	.	.	PUNCT
esutjss-285	229	1	with	with	ADP
esutjss-285	229	2	the	the	DET
esutjss-285	229	3	rising	rise	VERB
esutjss-285	229	4	inflation	inflation	NOUN
esutjss-285	229	5	pushing	push	VERB
esutjss-285	229	6	up	up	ADP
esutjss-285	229	7	the	the	DET
esutjss-285	229	8	price	price	NOUN
esutjss-285	229	9	of	of	ADP
esutjss-285	229	10	auto	auto	NOUN
esutjss-285	229	11	parts	part	NOUN
esutjss-285	229	12	,	,	PUNCT
esutjss-285	229	13	medical	medical	ADJ
esutjss-285	229	14	services	service	NOUN
esutjss-285	229	15	and	and	CCONJ
esutjss-285	229	16	labor	labor	NOUN
esutjss-285	229	17	,	,	PUNCT
esutjss-285	229	18	the	the	DET
esutjss-285	229	19	mean	mean	ADJ
esutjss-285	229	20	payment	payment	NOUN
esutjss-285	229	21	per	per	ADP
esutjss-285	229	22	motor	motor	NOUN
esutjss-285	229	23	insurance	insurance	NOUN
esutjss-285	229	24	claim	claim	NOUN
esutjss-285	229	25	also	also	ADV
esutjss-285	229	26	increases	increase	VERB
esutjss-285	229	27	.	.	PUNCT
esutjss-285	230	1	vehicle	vehicle	NOUN
esutjss-285	230	2	241	241	NUM
esutjss-285	230	3	repairs	repair	NOUN
esutjss-285	230	4	on	on	ADP
esutjss-285	230	5	damaged	damaged	ADJ
esutjss-285	230	6	vehicles	vehicle	NOUN
esutjss-285	230	7	,	,	PUNCT
esutjss-285	230	8	third	third	ADJ
esutjss-285	230	9	party	party	NOUN
esutjss-285	230	10	bodily	bodily	ADV
esutjss-285	230	11	injury	injury	PROPN
esutjss-285	230	12	compensation	compensation	NOUN
esutjss-285	230	13	claims	claim	NOUN
esutjss-285	230	14	and	and	CCONJ
esutjss-285	230	15	medical	medical	ADJ
esutjss-285	230	16	costs	cost	NOUN
esutjss-285	230	17	on	on	ADP
esutjss-285	230	18	the	the	DET
esutjss-285	230	19	victims	victim	NOUN
esutjss-285	230	20	of	of	ADP
esutjss-285	230	21	the	the	DET
esutjss-285	230	22	accident	accident	NOUN
esutjss-285	230	23	are	be	AUX
esutjss-285	230	24	portential	portential	ADJ
esutjss-285	230	25	escalators	escalator	NOUN
esutjss-285	230	26	with	with	ADP
esutjss-285	230	27	inflationary	inflationary	ADJ
esutjss-285	230	28	effects	effect	NOUN
esutjss-285	230	29	and	and	CCONJ
esutjss-285	230	30	this	this	PRON
esutjss-285	230	31	increases	increase	VERB
esutjss-285	230	32	the	the	DET
esutjss-285	230	33	financial	financial	ADJ
esutjss-285	230	34	pressure	pressure	NOUN
esutjss-285	230	35	on	on	ADP
esutjss-285	230	36	insurers	insurer	NOUN
esutjss-285	230	37	.	.	PUNCT
esutjss-285	231	1	the	the	DET
esutjss-285	231	2	empirical	empirical	ADJ
esutjss-285	231	3	and	and	CCONJ
esutjss-285	231	4	economic	economic	ADJ
esutjss-285	231	5	theoretical	theoretical	ADJ
esutjss-285	231	6	underpinnings	underpinning	NOUN
esutjss-285	231	7	indicate	indicate	VERB
esutjss-285	231	8	that	that	SCONJ
esutjss-285	231	9	,	,	PUNCT
esutjss-285	231	10	where	where	SCONJ
esutjss-285	231	11	the	the	DET
esutjss-285	231	12	pace	pace	NOUN
esutjss-285	231	13	at	at	ADP
esutjss-285	231	14	which	which	PRON
esutjss-285	231	15	the	the	DET
esutjss-285	231	16	claims	claim	NOUN
esutjss-285	231	17	costs	cost	VERB
esutjss-285	231	18	increase	increase	VERB
esutjss-285	231	19	outstrips	outstrip	VERB
esutjss-285	231	20	the	the	DET
esutjss-285	231	21	premium	premium	ADJ
esutjss-285	231	22	income	income	NOUN
esutjss-285	231	23	,	,	PUNCT
esutjss-285	231	24	there	there	PRON
esutjss-285	231	25	is	be	VERB
esutjss-285	231	26	immense	immense	ADJ
esutjss-285	231	27	pressure	pressure	NOUN
esutjss-285	231	28	on	on	ADP
esutjss-285	231	29	the	the	DET
esutjss-285	231	30	insurers	insurer	NOUN
esutjss-285	231	31	to	to	PART
esutjss-285	231	32	rebalance	rebalance	VERB
esutjss-285	231	33	the	the	DET
esutjss-285	231	34	underwriting	underwriting	NOUN
esutjss-285	231	35	standards	standard	NOUN
esutjss-285	231	36	and	and	CCONJ
esutjss-285	231	37	change	change	VERB
esutjss-285	231	38	risk	risk	NOUN
esutjss-285	231	39	pricing	pricing	NOUN
esutjss-285	231	40	policies	policy	NOUN
esutjss-285	231	41	(	(	PUNCT
esutjss-285	231	42	regan	regan	PROPN
esutjss-285	231	43	,	,	PUNCT
esutjss-285	231	44	tennyson	tennyson	PROPN
esutjss-285	231	45	,	,	PUNCT
esutjss-285	231	46	&	&	CCONJ
esutjss-285	231	47	weiss	weiss	PROPN
esutjss-285	231	48	,	,	PUNCT
esutjss-285	231	49	2008	2008	NUM
esutjss-285	231	50	)	)	PUNCT
esutjss-285	231	51	.	.	PUNCT
esutjss-285	232	1	operationally	operationally	ADV
esutjss-285	232	2	,	,	PUNCT
esutjss-285	232	3	the	the	DET
esutjss-285	232	4	monetary	monetary	ADJ
esutjss-285	232	5	effects	effect	NOUN
esutjss-285	232	6	of	of	ADP
esutjss-285	232	7	these	these	DET
esutjss-285	232	8	changes	change	NOUN
esutjss-285	232	9	are	be	AUX
esutjss-285	232	10	also	also	ADV
esutjss-285	232	11	broad	broad	ADV
esutjss-285	232	12	-	-	PUNCT
esutjss-285	232	13	ranging	ranging	NOUN
esutjss-285	232	14	.	.	PUNCT
esutjss-285	233	1	upon	upon	SCONJ
esutjss-285	233	2	occurrence	occurrence	NOUN
esutjss-285	233	3	of	of	ADP
esutjss-285	233	4	a	a	DET
esutjss-285	233	5	situation	situation	NOUN
esutjss-285	233	6	whereby	whereby	SCONJ
esutjss-285	233	7	the	the	DET
esutjss-285	233	8	payouts	payout	NOUN
esutjss-285	233	9	of	of	ADP
esutjss-285	233	10	the	the	DET
esutjss-285	233	11	claims	claim	NOUN
esutjss-285	233	12	are	be	AUX
esutjss-285	233	13	disproportionately	disproportionately	ADV
esutjss-285	233	14	high	high	ADJ
esutjss-285	233	15	such	such	ADJ
esutjss-285	233	16	as	as	ADP
esutjss-285	233	17	the	the	DET
esutjss-285	233	18	present	present	ADJ
esutjss-285	233	19	situation	situation	NOUN
esutjss-285	233	20	in	in	ADP
esutjss-285	233	21	the	the	DET
esutjss-285	233	22	nigerian	nigerian	ADJ
esutjss-285	233	23	motor	motor	NOUN
esutjss-285	233	24	insurance	insurance	NOUN
esutjss-285	233	25	sector	sector	NOUN
esutjss-285	233	26	,	,	PUNCT
esutjss-285	233	27	the	the	DET
esutjss-285	233	28	insurer	insurer	NOUN
esutjss-285	233	29	can	can	AUX
esutjss-285	233	30	end	end	VERB
esutjss-285	233	31	up	up	ADP
esutjss-285	233	32	having	have	VERB
esutjss-285	233	33	negative	negative	ADJ
esutjss-285	233	34	or	or	CCONJ
esutjss-285	233	35	adverse	adverse	ADJ
esutjss-285	233	36	loss	loss	NOUN
esutjss-285	233	37	ratios	ratio	NOUN
esutjss-285	233	38	,	,	PUNCT
esutjss-285	233	39	depleted	depleted	ADJ
esutjss-285	233	40	reserves	reserve	NOUN
esutjss-285	233	41	and	and	CCONJ
esutjss-285	233	42	liquidity	liquidity	NOUN
esutjss-285	233	43	issues	issue	NOUN
esutjss-285	233	44	.	.	PUNCT
esutjss-285	234	1	this	this	PRON
esutjss-285	234	2	was	be	AUX
esutjss-285	234	3	graphically	graphically	ADV
esutjss-285	234	4	demonstrated	demonstrate	VERB
esutjss-285	234	5	by	by	ADP
esutjss-285	234	6	regulatory	regulatory	ADJ
esutjss-285	234	7	statistics	statistic	NOUN
esutjss-285	234	8	that	that	SCONJ
esutjss-285	234	9	motor	motor	NOUN
esutjss-285	234	10	insurance	insurance	NOUN
esutjss-285	234	11	contributed	contribute	VERB
esutjss-285	234	12	to	to	ADP
esutjss-285	234	13	over	over	ADP
esutjss-285	234	14	90	90	NUM
esutjss-285	234	15	percent	percent	NOUN
esutjss-285	234	16	of	of	ADP
esutjss-285	234	17	net	net	ADJ
esutjss-285	234	18	claims	claim	NOUN
esutjss-285	234	19	paid	pay	VERB
esutjss-285	234	20	in	in	ADP
esutjss-285	234	21	the	the	DET
esutjss-285	234	22	last	last	ADJ
esutjss-285	234	23	quarters	quarter	NOUN
esutjss-285	234	24	.	.	PUNCT
esutjss-285	235	1	the	the	DET
esutjss-285	235	2	excess	excess	ADJ
esutjss-285	235	3	accident	accident	NOUN
esutjss-285	235	4	-	-	PUNCT
esutjss-285	235	5	related	relate	VERB
esutjss-285	235	6	outgoings	outgoing	NOUN
esutjss-285	235	7	cause	cause	VERB
esutjss-285	235	8	difficulties	difficulty	NOUN
esutjss-285	235	9	in	in	ADP
esutjss-285	235	10	actuarial	actuarial	ADJ
esutjss-285	235	11	balance	balance	NOUN
esutjss-285	235	12	and	and	CCONJ
esutjss-285	235	13	put	put	VERB
esutjss-285	235	14	the	the	DET
esutjss-285	235	15	sustainability	sustainability	NOUN
esutjss-285	235	16	of	of	ADP
esutjss-285	235	17	motor	motor	NOUN
esutjss-285	235	18	insurance	insurance	NOUN
esutjss-285	235	19	underwriting	underwriting	NOUN
esutjss-285	235	20	subsistence	subsistence	NOUN
esutjss-285	235	21	at	at	ADP
esutjss-285	235	22	risk	risk	NOUN
esutjss-285	235	23	.	.	PUNCT
esutjss-285	236	1	a	a	DET
esutjss-285	236	2	few	few	ADJ
esutjss-285	236	3	investigations	investigation	NOUN
esutjss-285	236	4	offer	offer	VERB
esutjss-285	236	5	a	a	DET
esutjss-285	236	6	perspective	perspective	NOUN
esutjss-285	236	7	of	of	ADP
esutjss-285	236	8	the	the	DET
esutjss-285	236	9	relationship	relationship	NOUN
esutjss-285	236	10	between	between	ADP
esutjss-285	236	11	the	the	DET
esutjss-285	236	12	accident	accident	NOUN
esutjss-285	236	13	rate	rate	NOUN
esutjss-285	236	14	,	,	PUNCT
esutjss-285	236	15	frequency	frequency	NOUN
esutjss-285	236	16	of	of	ADP
esutjss-285	236	17	claims	claim	NOUN
esutjss-285	236	18	,	,	PUNCT
esutjss-285	236	19	and	and	CCONJ
esutjss-285	236	20	the	the	DET
esutjss-285	236	21	behavior	behavior	NOUN
esutjss-285	236	22	of	of	ADP
esutjss-285	236	23	the	the	DET
esutjss-285	236	24	insurance	insurance	NOUN
esutjss-285	236	25	market	market	NOUN
esutjss-285	236	26	.	.	PUNCT
esutjss-285	237	1	it	it	PRON
esutjss-285	237	2	has	have	AUX
esutjss-285	237	3	been	be	AUX
esutjss-285	237	4	found	find	VERB
esutjss-285	237	5	that	that	SCONJ
esutjss-285	237	6	when	when	SCONJ
esutjss-285	237	7	there	there	PRON
esutjss-285	237	8	is	be	VERB
esutjss-285	237	9	an	an	DET
esutjss-285	237	10	increment	increment	NOUN
esutjss-285	237	11	in	in	ADP
esutjss-285	237	12	insured	insured	ADJ
esutjss-285	237	13	cars	car	NOUN
esutjss-285	237	14	,	,	PUNCT
esutjss-285	237	15	there	there	PRON
esutjss-285	237	16	is	be	VERB
esutjss-285	237	17	usually	usually	ADV
esutjss-285	237	18	an	an	DET
esutjss-285	237	19	increment	increment	NOUN
esutjss-285	237	20	in	in	ADP
esutjss-285	237	21	the	the	DET
esutjss-285	237	22	reported	report	VERB
esutjss-285	237	23	accidents	accident	NOUN
esutjss-285	237	24	,	,	PUNCT
esutjss-285	237	25	based	base	VERB
esutjss-285	237	26	on	on	ADP
esutjss-285	237	27	morality	morality	NOUN
esutjss-285	237	28	hazard	hazard	NOUN
esutjss-285	237	29	or	or	CCONJ
esutjss-285	237	30	adverse	adverse	ADJ
esutjss-285	237	31	selection	selection	NOUN
esutjss-285	237	32	in	in	ADP
esutjss-285	237	33	an	an	DET
esutjss-285	237	34	insurance	insurance	NOUN
esutjss-285	237	35	pool	pool	NOUN
esutjss-285	237	36	(	(	PUNCT
esutjss-285	237	37	hsu	hsu	PROPN
esutjss-285	237	38	,	,	PUNCT
esutjss-285	237	39	chou	chou	NOUN
esutjss-285	237	40	,	,	PUNCT
esutjss-285	237	41	&	&	CCONJ
esutjss-285	237	42	shiu	shiu	PROPN
esutjss-285	237	43	,	,	PUNCT
esutjss-285	237	44	2016	2016	NUM
esutjss-285	237	45	;	;	PUNCT
esutjss-285	238	1	hsu	hsu	PROPN
esutjss-285	238	2	et	et	PROPN
esutjss-285	238	3	al	al	PROPN
esutjss-285	238	4	.	.	PROPN
esutjss-285	238	5	,	,	PUNCT
esutjss-285	238	6	2015	2015	NUM
esutjss-285	238	7	)	)	PUNCT
esutjss-285	238	8	.	.	PUNCT
esutjss-285	239	1	the	the	DET
esutjss-285	239	2	impact	impact	NOUN
esutjss-285	239	3	on	on	ADP
esutjss-285	239	4	nigeria	nigeria	PROPN
esutjss-285	239	5	is	be	AUX
esutjss-285	239	6	twofold	twofold	ADV
esutjss-285	239	7	first	first	ADV
esutjss-285	239	8	,	,	PUNCT
esutjss-285	239	9	the	the	DET
esutjss-285	239	10	growing	grow	VERB
esutjss-285	239	11	number	number	NOUN
esutjss-285	239	12	of	of	ADP
esutjss-285	239	13	insured	insured	ADJ
esutjss-285	239	14	vehicles	vehicle	NOUN
esutjss-285	239	15	,	,	PUNCT
esutjss-285	239	16	partially	partially	ADV
esutjss-285	239	17	owing	owe	VERB
esutjss-285	239	18	to	to	ADP
esutjss-285	239	19	the	the	DET
esutjss-285	239	20	mandatory	mandatory	ADJ
esutjss-285	239	21	third	third	ADJ
esutjss-285	239	22	-	-	PUNCT
esutjss-285	239	23	party	party	NOUN
esutjss-285	239	24	insurance	insurance	NOUN
esutjss-285	239	25	regulations	regulation	NOUN
esutjss-285	239	26	,	,	PUNCT
esutjss-285	239	27	can	can	AUX
esutjss-285	239	28	end	end	VERB
esutjss-285	239	29	up	up	ADP
esutjss-285	239	30	increasing	increase	VERB
esutjss-285	239	31	the	the	DET
esutjss-285	239	32	number	number	NOUN
esutjss-285	239	33	of	of	ADP
esutjss-285	239	34	claims	claim	NOUN
esutjss-285	239	35	unwittingly	unwittingly	ADV
esutjss-285	239	36	;	;	PUNCT
esutjss-285	239	37	second	second	X
esutjss-285	239	38	,	,	PUNCT
esutjss-285	239	39	the	the	DET
esutjss-285	239	40	existing	exist	VERB
esutjss-285	239	41	underwriting	underwriting	NOUN
esutjss-285	239	42	methods	method	NOUN
esutjss-285	239	43	used	use	VERB
esutjss-285	239	44	by	by	ADP
esutjss-285	239	45	the	the	DET
esutjss-285	239	46	insurance	insurance	NOUN
esutjss-285	239	47	companies	company	NOUN
esutjss-285	239	48	might	might	AUX
esutjss-285	239	49	prove	prove	VERB
esutjss-285	239	50	inadequate	inadequate	ADJ
esutjss-285	239	51	in	in	ADP
esutjss-285	239	52	separating	separate	VERB
esutjss-285	239	53	the	the	DET
esutjss-285	239	54	riskier	risky	ADJ
esutjss-285	239	55	and	and	CCONJ
esutjss-285	239	56	less	less	ADV
esutjss-285	239	57	risky	risky	ADJ
esutjss-285	239	58	drivers	driver	NOUN
esutjss-285	239	59	,	,	PUNCT
esutjss-285	239	60	thereby	thereby	ADV
esutjss-285	239	61	creating	create	VERB
esutjss-285	239	62	exposure	exposure	NOUN
esutjss-285	239	63	to	to	ADP
esutjss-285	239	64	the	the	DET
esutjss-285	239	65	losses	loss	NOUN
esutjss-285	239	66	.	.	PUNCT
esutjss-285	240	1	further	far	ADV
esutjss-285	240	2	,	,	PUNCT
esutjss-285	240	3	accident	accident	NOUN
esutjss-285	240	4	severity	severity	NOUN
esutjss-285	240	5	is	be	AUX
esutjss-285	240	6	not	not	PART
esutjss-285	240	7	a	a	DET
esutjss-285	240	8	single	single	ADJ
esutjss-285	240	9	variable	variable	NOUN
esutjss-285	240	10	but	but	CCONJ
esutjss-285	240	11	well	well	ADV
esutjss-285	240	12	depends	depend	VERB
esutjss-285	240	13	on	on	ADP
esutjss-285	240	14	the	the	DET
esutjss-285	240	15	vehicle	vehicle	NOUN
esutjss-285	240	16	characteristics	characteristic	NOUN
esutjss-285	240	17	and	and	CCONJ
esutjss-285	240	18	the	the	DET
esutjss-285	240	19	usage	usage	NOUN
esutjss-285	240	20	pattern	pattern	NOUN
esutjss-285	240	21	.	.	PUNCT
esutjss-285	241	1	as	as	SCONJ
esutjss-285	241	2	wu	wu	PROPN
esutjss-285	241	3	,	,	PUNCT
esutjss-285	241	4	li	li	PROPN
esutjss-285	241	5	,	,	PUNCT
esutjss-285	241	6	and	and	CCONJ
esutjss-285	241	7	peng	peng	PROPN
esutjss-285	241	8	(	(	PUNCT
esutjss-285	241	9	2020	2020	NUM
esutjss-285	241	10	)	)	PUNCT
esutjss-285	241	11	have	have	AUX
esutjss-285	241	12	noted	note	VERB
esutjss-285	241	13	,	,	PUNCT
esutjss-285	241	14	vehicle	vehicle	NOUN
esutjss-285	241	15	type	type	NOUN
esutjss-285	241	16	,	,	PUNCT
esutjss-285	241	17	age	age	NOUN
esutjss-285	241	18	,	,	PUNCT
esutjss-285	241	19	and	and	CCONJ
esutjss-285	241	20	maintenance	maintenance	NOUN
esutjss-285	241	21	status	status	NOUN
esutjss-285	241	22	are	be	AUX
esutjss-285	241	23	specific	specific	ADJ
esutjss-285	241	24	characteristics	characteristic	NOUN
esutjss-285	241	25	that	that	PRON
esutjss-285	241	26	contribute	contribute	VERB
esutjss-285	241	27	to	to	ADP
esutjss-285	241	28	a	a	DET
esutjss-285	241	29	high	high	ADJ
esutjss-285	241	30	level	level	NOUN
esutjss-285	241	31	of	of	ADP
esutjss-285	241	32	accidents	accident	NOUN
esutjss-285	241	33	and	and	CCONJ
esutjss-285	241	34	the	the	DET
esutjss-285	241	35	probability	probability	NOUN
esutjss-285	241	36	of	of	ADP
esutjss-285	241	37	an	an	DET
esutjss-285	241	38	insurance	insurance	NOUN
esutjss-285	241	39	claim	claim	NOUN
esutjss-285	241	40	.	.	PUNCT
esutjss-285	242	1	the	the	DET
esutjss-285	242	2	collection	collection	NOUN
esutjss-285	242	3	of	of	ADP
esutjss-285	242	4	rickety	rickety	NOUN
esutjss-285	242	5	cars	car	NOUN
esutjss-285	242	6	largely	largely	ADV
esutjss-285	242	7	crowding	crowd	VERB
esutjss-285	242	8	the	the	DET
esutjss-285	242	9	roads	road	NOUN
esutjss-285	242	10	has	have	AUX
esutjss-285	242	11	also	also	ADV
esutjss-285	242	12	contributed	contribute	VERB
esutjss-285	242	13	to	to	ADP
esutjss-285	242	14	the	the	DET
esutjss-285	242	15	scale	scale	NOUN
esutjss-285	242	16	and	and	CCONJ
esutjss-285	242	17	extent	extent	NOUN
esutjss-285	242	18	of	of	ADP
esutjss-285	242	19	crashes	crash	NOUN
esutjss-285	242	20	in	in	ADP
esutjss-285	242	21	nigeria	nigeria	PROPN
esutjss-285	242	22	,	,	PUNCT
esutjss-285	242	23	driving	drive	VERB
esutjss-285	242	24	up	up	ADP
esutjss-285	242	25	the	the	DET
esutjss-285	242	26	price	price	NOUN
esutjss-285	242	27	and	and	CCONJ
esutjss-285	242	28	number	number	NOUN
esutjss-285	242	29	of	of	ADP
esutjss-285	242	30	claims	claim	NOUN
esutjss-285	242	31	.	.	PUNCT
esutjss-285	243	1	in	in	ADP
esutjss-285	243	2	addition	addition	NOUN
esutjss-285	243	3	to	to	ADP
esutjss-285	243	4	economic	economic	ADJ
esutjss-285	243	5	considerations	consideration	NOUN
esutjss-285	243	6	,	,	PUNCT
esutjss-285	243	7	the	the	DET
esutjss-285	243	8	bureaucracy	bureaucracy	NOUN
esutjss-285	243	9	of	of	ADP
esutjss-285	243	10	motor	motor	NOUN
esutjss-285	243	11	insurance	insurance	NOUN
esutjss-285	243	12	operations	operation	NOUN
esutjss-285	243	13	also	also	ADV
esutjss-285	243	14	affects	affect	VERB
esutjss-285	243	15	its	its	PRON
esutjss-285	243	16	operation	operation	NOUN
esutjss-285	243	17	success	success	NOUN
esutjss-285	243	18	.	.	PUNCT
esutjss-285	244	1	there	there	PRON
esutjss-285	244	2	is	be	VERB
esutjss-285	244	3	evidence	evidence	NOUN
esutjss-285	244	4	that	that	PRON
esutjss-285	244	5	shows	show	VERB
esutjss-285	244	6	that	that	SCONJ
esutjss-285	244	7	enhanced	enhance	VERB
esutjss-285	244	8	claims	claim	NOUN
esutjss-285	244	9	handling	handling	NOUN
esutjss-285	244	10	practices	practice	NOUN
esutjss-285	244	11	have	have	VERB
esutjss-285	244	12	the	the	DET
esutjss-285	244	13	potential	potential	NOUN
esutjss-285	244	14	to	to	PART
esutjss-285	244	15	improve	improve	VERB
esutjss-285	244	16	efficiency	efficiency	NOUN
esutjss-285	244	17	,	,	PUNCT
esutjss-285	244	18	alleviate	alleviate	VERB
esutjss-285	244	19	settlement	settlement	NOUN
esutjss-285	244	20	delays	delay	NOUN
esutjss-285	244	21	,	,	PUNCT
esutjss-285	244	22	as	as	ADV
esutjss-285	244	23	well	well	ADV
esutjss-285	244	24	as	as	ADP
esutjss-285	244	25	result	result	NOUN
esutjss-285	244	26	in	in	ADP
esutjss-285	244	27	increased	increase	VERB
esutjss-285	244	28	claimant	claimant	NOUN
esutjss-285	244	29	satisfaction	satisfaction	NOUN
esutjss-285	244	30	and	and	CCONJ
esutjss-285	244	31	rehabilitation	rehabilitation	NOUN
esutjss-285	244	32	outcomes	outcome	NOUN
esutjss-285	244	33	(	(	PUNCT
esutjss-285	244	34	schaafsma	schaafsma	VERB
esutjss-285	244	35	et	et	PROPN
esutjss-285	244	36	al	al	PROPN
esutjss-285	244	37	.	.	PROPN
esutjss-285	244	38	,	,	PUNCT
esutjss-285	244	39	2012	2012	NUM
esutjss-285	244	40	)	)	PUNCT
esutjss-285	244	41	.	.	PUNCT
esutjss-285	245	1	nigeria	nigeria	PROPN
esutjss-285	245	2	,	,	PUNCT
esutjss-285	245	3	however	however	ADV
esutjss-285	245	4	,	,	PUNCT
esutjss-285	245	5	has	have	VERB
esutjss-285	245	6	a	a	DET
esutjss-285	245	7	history	history	NOUN
esutjss-285	245	8	of	of	ADP
esutjss-285	245	9	not	not	PART
esutjss-285	245	10	being	be	AUX
esutjss-285	245	11	efficient	efficient	ADJ
esutjss-285	245	12	in	in	ADP
esutjss-285	245	13	its	its	PRON
esutjss-285	245	14	claims	claim	NOUN
esutjss-285	245	15	processing	processing	NOUN
esutjss-285	245	16	,	,	PUNCT
esutjss-285	245	17	fraud	fraud	NOUN
esutjss-285	245	18	,	,	PUNCT
esutjss-285	245	19	and	and	CCONJ
esutjss-285	245	20	poor	poor	ADJ
esutjss-285	245	21	connecting	connecting	NOUN
esutjss-285	245	22	of	of	ADP
esutjss-285	245	23	technology	technology	NOUN
esutjss-285	245	24	that	that	PRON
esutjss-285	245	25	has	have	AUX
esutjss-285	245	26	created	create	VERB
esutjss-285	245	27	severe	severe	ADJ
esutjss-285	245	28	claims	claim	NOUN
esutjss-285	245	29	processing	processing	NOUN
esutjss-285	245	30	cycles	cycle	NOUN
esutjss-285	245	31	,	,	PUNCT
esutjss-285	245	32	displeasing	displease	VERB
esutjss-285	245	33	customers	customer	NOUN
esutjss-285	245	34	,	,	PUNCT
esutjss-285	245	35	and	and	CCONJ
esutjss-285	245	36	in	in	ADP
esutjss-285	245	37	some	some	DET
esutjss-285	245	38	instances	instance	NOUN
esutjss-285	245	39	,	,	PUNCT
esutjss-285	245	40	missed	miss	VERB
esutjss-285	245	41	or	or	CCONJ
esutjss-285	245	42	challenged	challenge	VERB
esutjss-285	245	43	claims	claim	NOUN
esutjss-285	245	44	(	(	PUNCT
esutjss-285	245	45	yusuf	yusuf	PROPN
esutjss-285	245	46	,	,	PUNCT
esutjss-285	245	47	ajemunigbohun	ajemunigbohun	PROPN
esutjss-285	245	48	,	,	PUNCT
esutjss-285	245	49	&	&	CCONJ
esutjss-285	245	50	alli	alli	PROPN
esutjss-285	245	51	,	,	PUNCT
esutjss-285	245	52	2017	2017	NUM
esutjss-285	245	53	)	)	PUNCT
esutjss-285	245	54	.	.	PUNCT
esutjss-285	246	1	such	such	ADJ
esutjss-285	246	2	systemic	systemic	ADJ
esutjss-285	246	3	deficiencies	deficiency	NOUN
esutjss-285	246	4	are	be	AUX
esutjss-285	246	5	a	a	DET
esutjss-285	246	6	source	source	NOUN
esutjss-285	246	7	of	of	ADP
esutjss-285	246	8	lack	lack	NOUN
esutjss-285	246	9	of	of	ADP
esutjss-285	246	10	confidence	confidence	NOUN
esutjss-285	246	11	in	in	ADP
esutjss-285	246	12	the	the	DET
esutjss-285	246	13	insurance	insurance	NOUN
esutjss-285	246	14	industry	industry	NOUN
esutjss-285	246	15	and	and	CCONJ
esutjss-285	246	16	reduce	reduce	VERB
esutjss-285	246	17	market	market	NOUN
esutjss-285	246	18	penetration	penetration	NOUN
esutjss-285	246	19	(	(	PUNCT
esutjss-285	246	20	alli	alli	PROPN
esutjss-285	246	21	,	,	PUNCT
esutjss-285	246	22	ganiyu	ganiyu	NOUN
esutjss-285	246	23	,	,	PUNCT
esutjss-285	246	24	&	&	CCONJ
esutjss-285	246	25	aina	aina	PROPN
esutjss-285	246	26	,	,	PUNCT
esutjss-285	246	27	2020	2020	NUM
esutjss-285	246	28	)	)	PUNCT
esutjss-285	246	29	.	.	PUNCT
esutjss-285	247	1	the	the	DET
esutjss-285	247	2	other	other	ADJ
esutjss-285	247	3	concern	concern	NOUN
esutjss-285	247	4	is	be	AUX
esutjss-285	247	5	the	the	DET
esutjss-285	247	6	wider	wide	ADJ
esutjss-285	247	7	behavioral	behavioral	ADJ
esutjss-285	247	8	impact	impact	NOUN
esutjss-285	247	9	of	of	ADP
esutjss-285	247	10	insurance	insurance	NOUN
esutjss-285	247	11	coverage	coverage	NOUN
esutjss-285	247	12	on	on	ADP
esutjss-285	247	13	driving	drive	VERB
esutjss-285	247	14	.	.	PUNCT
esutjss-285	248	1	bordoff	bordoff	PROPN
esutjss-285	248	2	and	and	CCONJ
esutjss-285	248	3	noel	noel	PROPN
esutjss-285	248	4	(	(	PUNCT
esutjss-285	248	5	2008	2008	NUM
esutjss-285	248	6	)	)	PUNCT
esutjss-285	248	7	discussed	discuss	VERB
esutjss-285	248	8	the	the	DET
esutjss-285	248	9	possibility	possibility	NOUN
esutjss-285	248	10	of	of	ADP
esutjss-285	248	11	new	new	ADJ
esutjss-285	248	12	kinds	kind	NOUN
esutjss-285	248	13	of	of	ADP
esutjss-285	248	14	insurance	insurance	NOUN
esutjss-285	248	15	,	,	PUNCT
esutjss-285	248	16	such	such	ADJ
esutjss-285	248	17	as	as	ADP
esutjss-285	248	18	pay	pay	NOUN
esutjss-285	248	19	-	-	PUNCT
esutjss-285	248	20	as	as	ADP
esutjss-285	248	21	-	-	PUNCT
esutjss-285	248	22	you	you	PRON
esutjss-285	248	23	-	-	PUNCT
esutjss-285	248	24	drive	drive	NOUN
esutjss-285	248	25	insurance	insurance	NOUN
esutjss-285	248	26	,	,	PUNCT
esutjss-285	248	27	as	as	ADP
esutjss-285	248	28	a	a	DET
esutjss-285	248	29	way	way	NOUN
esutjss-285	248	30	of	of	ADP
esutjss-285	248	31	discouraging	discourage	VERB
esutjss-285	248	32	risky	risky	ADJ
esutjss-285	248	33	driving	driving	NOUN
esutjss-285	248	34	by	by	ADP
esutjss-285	248	35	ensuring	ensure	VERB
esutjss-285	248	36	that	that	SCONJ
esutjss-285	248	37	insurance	insurance	NOUN
esutjss-285	248	38	prices	price	NOUN
esutjss-285	248	39	reflect	reflect	VERB
esutjss-285	248	40	the	the	DET
esutjss-285	248	41	level	level	NOUN
esutjss-285	248	42	of	of	ADP
esutjss-285	248	43	exposure	exposure	NOUN
esutjss-285	248	44	to	to	ADP
esutjss-285	248	45	risk	risk	NOUN
esutjss-285	248	46	.	.	PUNCT
esutjss-285	249	1	although	although	SCONJ
esutjss-285	249	2	such	such	DET
esutjss-285	249	3	a	a	DET
esutjss-285	249	4	model	model	NOUN
esutjss-285	249	5	has	have	VERB
esutjss-285	249	6	yet	yet	ADV
esutjss-285	249	7	to	to	PART
esutjss-285	249	8	be	be	AUX
esutjss-285	249	9	established	establish	VERB
esutjss-285	249	10	in	in	ADP
esutjss-285	249	11	nigeria	nigeria	PROPN
esutjss-285	249	12	,	,	PUNCT
esutjss-285	249	13	its	its	PRON
esutjss-285	249	14	possible	possible	ADJ
esutjss-285	249	15	applicability	applicability	NOUN
esutjss-285	249	16	is	be	AUX
esutjss-285	249	17	significant	significant	ADJ
esutjss-285	249	18	.	.	PUNCT
esutjss-285	250	1	in	in	ADP
esutjss-285	250	2	a	a	DET
esutjss-285	250	3	market	market	NOUN
esutjss-285	250	4	that	that	PRON
esutjss-285	250	5	has	have	AUX
esutjss-285	250	6	faced	face	VERB
esutjss-285	250	7	high	high	ADJ
esutjss-285	250	8	accident	accident	NOUN
esutjss-285	250	9	rate	rate	NOUN
esutjss-285	250	10	,	,	PUNCT
esutjss-285	250	11	available	available	ADJ
esutjss-285	250	12	incentive	incentive	NOUN
esutjss-285	250	13	aligned	align	VERB
esutjss-285	250	14	insurance	insurance	NOUN
esutjss-285	250	15	models	model	NOUN
esutjss-285	250	16	might	might	AUX
esutjss-285	250	17	play	play	VERB
esutjss-285	250	18	out	out	ADP
esutjss-285	250	19	as	as	ADP
esutjss-285	250	20	competitive	competitive	ADJ
esutjss-285	250	21	force	force	NOUN
esutjss-285	250	22	that	that	PRON
esutjss-285	250	23	incites	incite	VERB
esutjss-285	250	24	safer	safe	ADJ
esutjss-285	250	25	satellite	satellite	NOUN
esutjss-285	250	26	driving	driving	NOUN
esutjss-285	250	27	that	that	PRON
esutjss-285	250	28	limits	limit	VERB
esutjss-285	250	29	loss	loss	NOUN
esutjss-285	250	30	exposure	exposure	NOUN
esutjss-285	250	31	(	(	PUNCT
esutjss-285	250	32	ajemunigbohun	ajemunigbohun	PROPN
esutjss-285	250	33	,	,	PUNCT
esutjss-285	250	34	oreshile	oreshile	NOUN
esutjss-285	250	35	,	,	PUNCT
esutjss-285	250	36	&	&	CCONJ
esutjss-285	250	37	alli	alli	PROPN
esutjss-285	250	38	,	,	PUNCT
esutjss-285	250	39	2018	2018	NUM
esutjss-285	250	40	)	)	PUNCT
esutjss-285	250	41	.	.	PUNCT
esutjss-285	251	1	theoretical	theoretical	ADJ
esutjss-285	251	2	review	review	NOUN
esutjss-285	251	3	risk	risk	NOUN
esutjss-285	251	4	theory	theory	NOUN
esutjss-285	251	5	informed	inform	VERB
esutjss-285	251	6	this	this	DET
esutjss-285	251	7	study	study	NOUN
esutjss-285	251	8	.	.	PUNCT
esutjss-285	252	1	the	the	DET
esutjss-285	252	2	theory	theory	NOUN
esutjss-285	252	3	of	of	ADP
esutjss-285	252	4	risk	risk	NOUN
esutjss-285	252	5	is	be	AUX
esutjss-285	252	6	a	a	DET
esutjss-285	252	7	linkage	linkage	NOUN
esutjss-285	252	8	principle	principle	NOUN
esutjss-285	252	9	in	in	ADP
esutjss-285	252	10	actuarial	actuarial	ADJ
esutjss-285	252	11	science	science	NOUN
esutjss-285	252	12	and	and	CCONJ
esutjss-285	252	13	the	the	DET
esutjss-285	252	14	study	study	NOUN
esutjss-285	252	15	of	of	ADP
esutjss-285	252	16	insurance	insurance	NOUN
esutjss-285	252	17	,	,	PUNCT
esutjss-285	252	18	and	and	CCONJ
esutjss-285	252	19	was	be	AUX
esutjss-285	252	20	initially	initially	ADV
esutjss-285	252	21	postulated	postulate	VERB
esutjss-285	252	22	by	by	ADP
esutjss-285	252	23	a	a	DET
esutjss-285	252	24	swedish	swedish	ADJ
esutjss-285	252	25	mathematician	mathematician	NOUN
esutjss-285	252	26	and	and	CCONJ
esutjss-285	252	27	statistician	statistician	PROPN
esutjss-285	252	28	,	,	PUNCT
esutjss-285	252	29	harald	harald	PROPN
esutjss-285	252	30	cramer	cramer	PROPN
esutjss-285	252	31	in	in	ADP
esutjss-285	252	32	the	the	DET
esutjss-285	252	33	beginning	beginning	NOUN
esutjss-285	252	34	of	of	ADP
esutjss-285	252	35	the	the	DET
esutjss-285	252	36	20th	20th	ADJ
esutjss-285	252	37	century	century	NOUN
esutjss-285	252	38	.	.	PUNCT
esutjss-285	253	1	cramer	cramer	PROPN
esutjss-285	253	2	pioneered	pioneer	VERB
esutjss-285	253	3	risk	risk	NOUN
esutjss-285	253	4	242	242	NUM
esutjss-285	253	5	analysis	analysis	NOUN
esutjss-285	253	6	in	in	ADP
esutjss-285	253	7	the	the	DET
esutjss-285	253	8	modern	modern	ADJ
esutjss-285	253	9	sense	sense	NOUN
esutjss-285	253	10	by	by	ADP
esutjss-285	253	11	standardizing	standardize	VERB
esutjss-285	253	12	the	the	DET
esutjss-285	253	13	probabilistic	probabilistic	ADJ
esutjss-285	253	14	models	model	NOUN
esutjss-285	253	15	which	which	PRON
esutjss-285	253	16	are	be	AUX
esutjss-285	253	17	applied	apply	VERB
esutjss-285	253	18	to	to	PART
esutjss-285	253	19	gauge	gauge	VERB
esutjss-285	253	20	uncertainty	uncertainty	NOUN
esutjss-285	253	21	and	and	CCONJ
esutjss-285	253	22	financial	financial	ADJ
esutjss-285	253	23	exposure	exposure	NOUN
esutjss-285	253	24	within	within	ADP
esutjss-285	253	25	insurance	insurance	NOUN
esutjss-285	253	26	cases	case	NOUN
esutjss-285	253	27	.	.	PUNCT
esutjss-285	254	1	his	his	PRON
esutjss-285	254	2	work	work	NOUN
esutjss-285	254	3	,	,	PUNCT
esutjss-285	254	4	especially	especially	ADV
esutjss-285	254	5	in	in	ADP
esutjss-285	254	6	what	what	PRON
esutjss-285	254	7	is	be	AUX
esutjss-285	254	8	now	now	ADV
esutjss-285	254	9	called	call	VERB
esutjss-285	254	10	cramer	cramer	PROPN
esutjss-285	254	11	lundberg	lundberg	PROPN
esutjss-285	254	12	model	model	PROPN
esutjss-285	254	13	or	or	CCONJ
esutjss-285	254	14	classical	classical	ADJ
esutjss-285	254	15	risk	risk	NOUN
esutjss-285	254	16	theory	theory	NOUN
esutjss-285	254	17	,	,	PUNCT
esutjss-285	254	18	made	make	VERB
esutjss-285	254	19	a	a	DET
esutjss-285	254	20	framework	framework	NOUN
esutjss-285	254	21	of	of	ADP
esutjss-285	254	22	understanding	understand	VERB
esutjss-285	254	23	the	the	DET
esutjss-285	254	24	stochastic	stochastic	ADJ
esutjss-285	254	25	processes	process	NOUN
esutjss-285	254	26	that	that	PRON
esutjss-285	254	27	govern	govern	VERB
esutjss-285	254	28	the	the	DET
esutjss-285	254	29	occurrence	occurrence	NOUN
esutjss-285	254	30	of	of	ADP
esutjss-285	254	31	claims	claim	NOUN
esutjss-285	254	32	on	on	ADP
esutjss-285	254	33	an	an	DET
esutjss-285	254	34	insurer	insurer	NOUN
esutjss-285	254	35	and	and	CCONJ
esutjss-285	254	36	his	his	PRON
esutjss-285	254	37	solvency	solvency	NOUN
esutjss-285	254	38	.	.	PUNCT
esutjss-285	255	1	this	this	DET
esutjss-285	255	2	theoretical	theoretical	ADJ
esutjss-285	255	3	basis	basis	NOUN
esutjss-285	255	4	has	have	AUX
esutjss-285	255	5	been	be	AUX
esutjss-285	255	6	developed	develop	VERB
esutjss-285	255	7	further	far	ADV
esutjss-285	255	8	into	into	ADP
esutjss-285	255	9	a	a	DET
esutjss-285	255	10	wider	wide	ADJ
esutjss-285	255	11	subject	subject	NOUN
esutjss-285	255	12	that	that	PRON
esutjss-285	255	13	covers	cover	VERB
esutjss-285	255	14	both	both	DET
esutjss-285	255	15	collective	collective	ADJ
esutjss-285	255	16	risk	risk	NOUN
esutjss-285	255	17	theory	theory	NOUN
esutjss-285	255	18	that	that	SCONJ
esutjss-285	255	19	addresses	address	NOUN
esutjss-285	255	20	aggregate	aggregate	VERB
esutjss-285	255	21	claims	claim	NOUN
esutjss-285	255	22	and	and	CCONJ
esutjss-285	255	23	individual	individual	ADJ
esutjss-285	255	24	risk	risk	NOUN
esutjss-285	255	25	theory	theory	NOUN
esutjss-285	255	26	that	that	PRON
esutjss-285	255	27	looks	look	VERB
esutjss-285	255	28	at	at	ADP
esutjss-285	255	29	the	the	DET
esutjss-285	255	30	risk	risk	NOUN
esutjss-285	255	31	at	at	ADP
esutjss-285	255	32	each	each	DET
esutjss-285	255	33	policyholder	policyholder	NOUN
esutjss-285	255	34	.	.	PUNCT
esutjss-285	256	1	the	the	DET
esutjss-285	256	2	theory	theory	NOUN
esutjss-285	256	3	of	of	ADP
esutjss-285	256	4	risk	risk	NOUN
esutjss-285	256	5	provides	provide	VERB
esutjss-285	256	6	a	a	DET
esutjss-285	256	7	sound	sound	ADJ
esutjss-285	256	8	research	research	NOUN
esutjss-285	256	9	instrument	instrument	NOUN
esutjss-285	256	10	in	in	ADP
esutjss-285	256	11	motor	motor	NOUN
esutjss-285	256	12	insurance	insurance	NOUN
esutjss-285	256	13	in	in	ADP
esutjss-285	256	14	modeling	model	VERB
esutjss-285	256	15	the	the	DET
esutjss-285	256	16	possibility	possibility	NOUN
esutjss-285	256	17	of	of	ADP
esutjss-285	256	18	accidents	accident	NOUN
esutjss-285	256	19	or	or	CCONJ
esutjss-285	256	20	their	their	PRON
esutjss-285	256	21	financial	financial	ADJ
esutjss-285	256	22	implications	implication	NOUN
esutjss-285	256	23	.	.	PUNCT
esutjss-285	257	1	the	the	DET
esutjss-285	257	2	classical	classical	ADJ
esutjss-285	257	3	risk	risk	NOUN
esutjss-285	257	4	model	model	NOUN
esutjss-285	257	5	presupposes	presuppose	VERB
esutjss-285	257	6	that	that	SCONJ
esutjss-285	257	7	the	the	DET
esutjss-285	257	8	claims	claim	NOUN
esutjss-285	257	9	will	will	AUX
esutjss-285	257	10	appear	appear	VERB
esutjss-285	257	11	randomly	randomly	ADV
esutjss-285	257	12	throughout	throughout	ADP
esutjss-285	257	13	time	time	NOUN
esutjss-285	257	14	according	accord	VERB
esutjss-285	257	15	to	to	ADP
esutjss-285	257	16	a	a	DET
esutjss-285	257	17	poisson	poisson	NOUN
esutjss-285	257	18	process	process	NOUN
esutjss-285	257	19	,	,	PUNCT
esutjss-285	257	20	and	and	CCONJ
esutjss-285	257	21	that	that	SCONJ
esutjss-285	257	22	the	the	DET
esutjss-285	257	23	sizes	size	NOUN
esutjss-285	257	24	of	of	ADP
esutjss-285	257	25	claims	claim	NOUN
esutjss-285	257	26	will	will	AUX
esutjss-285	257	27	be	be	AUX
esutjss-285	257	28	independent	independent	ADJ
esutjss-285	257	29	and	and	CCONJ
esutjss-285	257	30	identically	identically	ADV
esutjss-285	257	31	distributed	distribute	VERB
esutjss-285	257	32	random	random	ADJ
esutjss-285	257	33	variables	variable	NOUN
esutjss-285	257	34	(	(	PUNCT
esutjss-285	257	35	kaas	kaas	NOUN
esutjss-285	257	36	et	et	PROPN
esutjss-285	257	37	al	al	PROPN
esutjss-285	257	38	.	.	PROPN
esutjss-285	257	39	,	,	PUNCT
esutjss-285	257	40	2008	2008	NUM
esutjss-285	257	41	)	)	PUNCT
esutjss-285	257	42	.	.	PUNCT
esutjss-285	258	1	under	under	ADP
esutjss-285	258	2	this	this	DET
esutjss-285	258	3	method	method	NOUN
esutjss-285	258	4	,	,	PUNCT
esutjss-285	258	5	the	the	DET
esutjss-285	258	6	insurers	insurer	NOUN
esutjss-285	258	7	estimate	estimate	VERB
esutjss-285	258	8	premiums	premium	NOUN
esutjss-285	258	9	against	against	ADP
esutjss-285	258	10	anticipated	anticipate	VERB
esutjss-285	258	11	losses	loss	NOUN
esutjss-285	258	12	with	with	ADP
esutjss-285	258	13	an	an	DET
esutjss-285	258	14	element	element	NOUN
esutjss-285	258	15	of	of	ADP
esutjss-285	258	16	safety	safety	NOUN
esutjss-285	258	17	loading	loading	NOUN
esutjss-285	258	18	.	.	PUNCT
esutjss-285	259	1	but	but	CCONJ
esutjss-285	259	2	the	the	DET
esutjss-285	259	3	assumption	assumption	NOUN
esutjss-285	259	4	of	of	ADP
esutjss-285	259	5	risk	risk	NOUN
esutjss-285	259	6	exposure	exposure	NOUN
esutjss-285	259	7	homogeneity	homogeneity	NOUN
esutjss-285	259	8	has	have	AUX
esutjss-285	259	9	gradually	gradually	ADV
esutjss-285	259	10	been	be	AUX
esutjss-285	259	11	questioned	question	VERB
esutjss-285	259	12	,	,	PUNCT
esutjss-285	259	13	even	even	ADV
esutjss-285	259	14	in	in	ADP
esutjss-285	259	15	urban	urban	ADJ
esutjss-285	259	16	settings	setting	NOUN
esutjss-285	259	17	where	where	SCONJ
esutjss-285	259	18	external	external	ADJ
esutjss-285	259	19	factors	factor	NOUN
esutjss-285	259	20	like	like	ADP
esutjss-285	259	21	traffic	traffic	NOUN
esutjss-285	259	22	congestion	congestion	NOUN
esutjss-285	259	23	,	,	PUNCT
esutjss-285	259	24	road	road	NOUN
esutjss-285	259	25	quality	quality	NOUN
esutjss-285	259	26	,	,	PUNCT
esutjss-285	259	27	and	and	CCONJ
esutjss-285	259	28	accident	accident	NOUN
esutjss-285	259	29	hotspots	hotspot	NOUN
esutjss-285	259	30	are	be	AUX
esutjss-285	259	31	proving	prove	VERB
esutjss-285	259	32	far	far	ADV
esutjss-285	259	33	more	more	ADV
esutjss-285	259	34	determinative	determinative	ADJ
esutjss-285	259	35	of	of	ADP
esutjss-285	259	36	the	the	DET
esutjss-285	259	37	risk	risk	NOUN
esutjss-285	259	38	landscape	landscape	NOUN
esutjss-285	259	39	.	.	PUNCT
esutjss-285	260	1	empirical	empirical	ADJ
esutjss-285	260	2	analyses	analysis	NOUN
esutjss-285	260	3	demonstrate	demonstrate	VERB
esutjss-285	260	4	the	the	DET
esutjss-285	260	5	pivotal	pivotal	ADJ
esutjss-285	260	6	importance	importance	NOUN
esutjss-285	260	7	of	of	ADP
esutjss-285	260	8	the	the	DET
esutjss-285	260	9	road	road	NOUN
esutjss-285	260	10	infrastructure	infrastructure	NOUN
esutjss-285	260	11	in	in	ADP
esutjss-285	260	12	creating	create	VERB
esutjss-285	260	13	a	a	DET
esutjss-285	260	14	risk	risk	NOUN
esutjss-285	260	15	environment	environment	NOUN
esutjss-285	260	16	in	in	ADP
esutjss-285	260	17	which	which	PRON
esutjss-285	260	18	motor	motor	NOUN
esutjss-285	260	19	vehicles	vehicle	NOUN
esutjss-285	260	20	can	can	AUX
esutjss-285	260	21	operate	operate	VERB
esutjss-285	260	22	.	.	PUNCT
esutjss-285	261	1	as	as	ADP
esutjss-285	261	2	an	an	DET
esutjss-285	261	3	example	example	NOUN
esutjss-285	261	4	,	,	PUNCT
esutjss-285	261	5	ofoegbu	ofoegbu	NOUN
esutjss-285	261	6	and	and	CCONJ
esutjss-285	261	7	ugwunna	ugwunna	ADJ
esutjss-285	261	8	(	(	PUNCT
esutjss-285	261	9	2015	2015	NUM
esutjss-285	261	10	)	)	PUNCT
esutjss-285	261	11	revealed	reveal	VERB
esutjss-285	261	12	that	that	SCONJ
esutjss-285	261	13	road	road	NOUN
esutjss-285	261	14	poor	poor	ADJ
esutjss-285	261	15	physical	physical	ADJ
esutjss-285	261	16	condition	condition	NOUN
esutjss-285	261	17	,	,	PUNCT
esutjss-285	261	18	signage	signage	NOUN
esutjss-285	261	19	,	,	PUNCT
esutjss-285	261	20	and	and	CCONJ
esutjss-285	261	21	streetlights	streetlight	NOUN
esutjss-285	261	22	distribution	distribution	NOUN
esutjss-285	261	23	play	play	VERB
esutjss-285	261	24	an	an	DET
esutjss-285	261	25	enormous	enormous	ADJ
esutjss-285	261	26	role	role	NOUN
esutjss-285	261	27	in	in	ADP
esutjss-285	261	28	raising	raise	VERB
esutjss-285	261	29	the	the	DET
esutjss-285	261	30	occurrence	occurrence	NOUN
esutjss-285	261	31	of	of	ADP
esutjss-285	261	32	road	road	NOUN
esutjss-285	261	33	traffic	traffic	NOUN
esutjss-285	261	34	accidents	accident	NOUN
esutjss-285	261	35	in	in	ADP
esutjss-285	261	36	the	the	DET
esutjss-285	261	37	nigerian	nigerian	ADJ
esutjss-285	261	38	cities	city	NOUN
esutjss-285	261	39	.	.	PUNCT
esutjss-285	262	1	in	in	ADP
esutjss-285	262	2	the	the	DET
esutjss-285	262	3	example	example	NOUN
esutjss-285	262	4	given	give	VERB
esutjss-285	262	5	,	,	PUNCT
esutjss-285	262	6	the	the	DET
esutjss-285	262	7	use	use	NOUN
esutjss-285	262	8	of	of	ADP
esutjss-285	262	9	cramers	cramer	NOUN
esutjss-285	262	10	risk	risk	NOUN
esutjss-285	262	11	theory	theory	NOUN
esutjss-285	262	12	implies	imply	VERB
esutjss-285	262	13	that	that	SCONJ
esutjss-285	262	14	poor	poor	ADJ
esutjss-285	262	15	infrastructure	infrastructure	NOUN
esutjss-285	262	16	is	be	AUX
esutjss-285	262	17	part	part	NOUN
esutjss-285	262	18	of	of	ADP
esutjss-285	262	19	why	why	SCONJ
esutjss-285	262	20	claims	claim	NOUN
esutjss-285	262	21	frequency	frequency	NOUN
esutjss-285	262	22	is	be	AUX
esutjss-285	262	23	the	the	DET
esutjss-285	262	24	way	way	NOUN
esutjss-285	262	25	it	it	PRON
esutjss-285	262	26	is	be	AUX
esutjss-285	262	27	,	,	PUNCT
esutjss-285	262	28	i.e.	i.e.	X
esutjss-285	262	29	,	,	PUNCT
esutjss-285	262	30	it	it	PRON
esutjss-285	262	31	increases	increase	VERB
esutjss-285	262	32	the	the	DET
esutjss-285	262	33	chances	chance	NOUN
esutjss-285	262	34	of	of	ADP
esutjss-285	262	35	accidents	accident	NOUN
esutjss-285	262	36	occurring	occur	VERB
esutjss-285	262	37	causing	cause	VERB
esutjss-285	262	38	a	a	DET
esutjss-285	262	39	change	change	NOUN
esutjss-285	262	40	in	in	ADP
esutjss-285	262	41	how	how	SCONJ
esutjss-285	262	42	the	the	DET
esutjss-285	262	43	insurer	insurer	NOUN
esutjss-285	262	44	experiences	experience	VERB
esutjss-285	262	45	loss	loss	NOUN
esutjss-285	262	46	distribution	distribution	NOUN
esutjss-285	262	47	.	.	PUNCT
esutjss-285	263	1	in	in	ADP
esutjss-285	263	2	actuarial	actuarial	ADJ
esutjss-285	263	3	terms	term	NOUN
esutjss-285	263	4	,	,	PUNCT
esutjss-285	263	5	this	this	PRON
esutjss-285	263	6	means	mean	VERB
esutjss-285	263	7	that	that	SCONJ
esutjss-285	263	8	road	road	NOUN
esutjss-285	263	9	infrastructure	infrastructure	NOUN
esutjss-285	263	10	will	will	AUX
esutjss-285	263	11	be	be	AUX
esutjss-285	263	12	one	one	NUM
esutjss-285	263	13	of	of	ADP
esutjss-285	263	14	the	the	DET
esutjss-285	263	15	major	major	ADJ
esutjss-285	263	16	rating	rating	NOUN
esutjss-285	263	17	factors	factor	NOUN
esutjss-285	263	18	underwriting	underwriting	NOUN
esutjss-285	263	19	motor	motor	NOUN
esutjss-285	263	20	insurance	insurance	NOUN
esutjss-285	263	21	policies	policy	NOUN
esutjss-285	263	22	in	in	ADP
esutjss-285	263	23	areas	area	NOUN
esutjss-285	263	24	such	such	ADJ
esutjss-285	263	25	as	as	ADP
esutjss-285	263	26	the	the	DET
esutjss-285	263	27	lagos	lagos	NOUN
esutjss-285	263	28	state	state	NOUN
esutjss-285	263	29	.	.	PUNCT
esutjss-285	264	1	as	as	ADP
esutjss-285	264	2	one	one	NUM
esutjss-285	264	3	of	of	ADP
esutjss-285	264	4	the	the	DET
esutjss-285	264	5	most	most	ADV
esutjss-285	264	6	populous	populous	ADJ
esutjss-285	264	7	and	and	CCONJ
esutjss-285	264	8	economically	economically	ADV
esutjss-285	264	9	active	active	ADJ
esutjss-285	264	10	cities	city	NOUN
esutjss-285	264	11	in	in	ADP
esutjss-285	264	12	africa	africa	PROPN
esutjss-285	264	13	,	,	PUNCT
esutjss-285	264	14	lagos	lagos	NOUN
esutjss-285	264	15	state	state	NOUN
esutjss-285	264	16	offers	offer	VERB
esutjss-285	264	17	an	an	DET
esutjss-285	264	18	interesting	interesting	ADJ
esutjss-285	264	19	case	case	NOUN
esutjss-285	264	20	study	study	NOUN
esutjss-285	264	21	against	against	ADP
esutjss-285	264	22	which	which	PRON
esutjss-285	264	23	the	the	DET
esutjss-285	264	24	interaction	interaction	NOUN
esutjss-285	264	25	between	between	ADP
esutjss-285	264	26	road	road	NOUN
esutjss-285	264	27	infrastructure	infrastructure	NOUN
esutjss-285	264	28	and	and	CCONJ
esutjss-285	264	29	motor	motor	NOUN
esutjss-285	264	30	insurance	insurance	NOUN
esutjss-285	264	31	claims	claim	NOUN
esutjss-285	264	32	can	can	AUX
esutjss-285	264	33	be	be	AUX
esutjss-285	264	34	assessed	assess	VERB
esutjss-285	264	35	.	.	PUNCT
esutjss-285	265	1	the	the	DET
esutjss-285	265	2	vehicular	vehicular	ADJ
esutjss-285	265	3	density	density	NOUN
esutjss-285	265	4	within	within	ADP
esutjss-285	265	5	the	the	DET
esutjss-285	265	6	city	city	NOUN
esutjss-285	265	7	is	be	AUX
esutjss-285	265	8	also	also	ADV
esutjss-285	265	9	extreme	extreme	ADJ
esutjss-285	265	10	and	and	CCONJ
esutjss-285	265	11	irregular	irregular	ADJ
esutjss-285	265	12	patterns	pattern	NOUN
esutjss-285	265	13	of	of	ADP
esutjss-285	265	14	the	the	DET
esutjss-285	265	15	road	road	NOUN
esutjss-285	265	16	maintenance	maintenance	NOUN
esutjss-285	265	17	and	and	CCONJ
esutjss-285	265	18	developments	development	NOUN
esutjss-285	265	19	also	also	ADV
esutjss-285	265	20	occur	occur	VERB
esutjss-285	265	21	.	.	PUNCT
esutjss-285	266	1	through	through	ADP
esutjss-285	266	2	the	the	DET
esutjss-285	266	3	application	application	NOUN
esutjss-285	266	4	of	of	ADP
esutjss-285	266	5	risk	risk	NOUN
esutjss-285	266	6	theory	theory	NOUN
esutjss-285	266	7	,	,	PUNCT
esutjss-285	266	8	one	one	PRON
esutjss-285	266	9	can	can	AUX
esutjss-285	266	10	consider	consider	VERB
esutjss-285	266	11	the	the	DET
esutjss-285	266	12	way	way	NOUN
esutjss-285	266	13	spatially	spatially	ADV
esutjss-285	266	14	differentiated	differentiate	VERB
esutjss-285	266	15	risk	risk	NOUN
esutjss-285	266	16	profiles	profile	NOUN
esutjss-285	266	17	may	may	AUX
esutjss-285	266	18	result	result	VERB
esutjss-285	266	19	due	due	ADP
esutjss-285	266	20	to	to	ADP
esutjss-285	266	21	the	the	DET
esutjss-285	266	22	differences	difference	NOUN
esutjss-285	266	23	in	in	ADP
esutjss-285	266	24	road	road	NOUN
esutjss-285	266	25	quality	quality	NOUN
esutjss-285	266	26	across	across	ADP
esutjss-285	266	27	different	different	ADJ
esutjss-285	266	28	local	local	ADJ
esutjss-285	266	29	government	government	NOUN
esutjss-285	266	30	areas	area	NOUN
esutjss-285	266	31	(	(	PUNCT
esutjss-285	266	32	lgas	lgas	NOUN
esutjss-285	266	33	)	)	PUNCT
esutjss-285	266	34	.	.	PUNCT
esutjss-285	267	1	as	as	ADP
esutjss-285	267	2	an	an	DET
esutjss-285	267	3	example	example	NOUN
esutjss-285	267	4	,	,	PUNCT
esutjss-285	267	5	lgas	lgas	NOUN
esutjss-285	267	6	with	with	ADP
esutjss-285	267	7	good	good	ADJ
esutjss-285	267	8	roads	road	NOUN
esutjss-285	267	9	and	and	CCONJ
esutjss-285	267	10	substantial	substantial	ADJ
esutjss-285	267	11	mechanisms	mechanism	NOUN
esutjss-285	267	12	of	of	ADP
esutjss-285	267	13	traffic	traffic	NOUN
esutjss-285	267	14	control	control	NOUN
esutjss-285	267	15	can	can	AUX
esutjss-285	267	16	have	have	VERB
esutjss-285	267	17	fewer	few	ADJ
esutjss-285	267	18	claims	claim	NOUN
esutjss-285	267	19	than	than	ADP
esutjss-285	267	20	those	those	PRON
esutjss-285	267	21	that	that	PRON
esutjss-285	267	22	are	be	AUX
esutjss-285	267	23	likely	likely	ADJ
esutjss-285	267	24	to	to	PART
esutjss-285	267	25	be	be	AUX
esutjss-285	267	26	characterized	characterize	VERB
esutjss-285	267	27	by	by	ADP
esutjss-285	267	28	potholes	pothole	NOUN
esutjss-285	267	29	,	,	PUNCT
esutjss-285	267	30	narrow	narrow	ADJ
esutjss-285	267	31	lanes	lane	NOUN
esutjss-285	267	32	,	,	PUNCT
esutjss-285	267	33	or	or	CCONJ
esutjss-285	267	34	poorly	poorly	ADV
esutjss-285	267	35	controlled	control	VERB
esutjss-285	267	36	intersections	intersection	NOUN
esutjss-285	267	37	.	.	PUNCT
esutjss-285	268	1	this	this	DET
esutjss-285	268	2	hypothesis	hypothesis	NOUN
esutjss-285	268	3	is	be	AUX
esutjss-285	268	4	supported	support	VERB
esutjss-285	268	5	by	by	ADP
esutjss-285	268	6	recent	recent	ADJ
esutjss-285	268	7	empirical	empirical	ADJ
esutjss-285	268	8	evidence	evidence	NOUN
esutjss-285	268	9	in	in	ADP
esutjss-285	268	10	lagos	lago	NOUN
esutjss-285	268	11	.	.	PUNCT
esutjss-285	269	1	in	in	ADP
esutjss-285	269	2	one	one	NUM
esutjss-285	269	3	study	study	NOUN
esutjss-285	269	4	(	(	PUNCT
esutjss-285	269	5	adeyemi	adeyemi	ADV
esutjss-285	269	6	and	and	CCONJ
esutjss-285	269	7	okorie	okorie	ADV
esutjss-285	269	8	,	,	PUNCT
esutjss-285	269	9	2020	2020	NUM
esutjss-285	269	10	)	)	PUNCT
esutjss-285	269	11	,	,	PUNCT
esutjss-285	269	12	the	the	DET
esutjss-285	269	13	insurance	insurance	NOUN
esutjss-285	269	14	claims	claim	VERB
esutjss-285	269	15	data	datum	NOUN
esutjss-285	269	16	on	on	ADP
esutjss-285	269	17	motor	motor	NOUN
esutjss-285	269	18	insurance	insurance	NOUN
esutjss-285	269	19	claims	claim	NOUN
esutjss-285	269	20	in	in	ADP
esutjss-285	269	21	lagos	lagos	NOUN
esutjss-285	269	22	state	state	NOUN
esutjss-285	269	23	with	with	ADP
esutjss-285	269	24	five	five	NUM
esutjss-285	269	25	major	major	ADJ
esutjss-285	269	26	insurance	insurance	NOUN
esutjss-285	269	27	players	player	NOUN
esutjss-285	269	28	were	be	AUX
esutjss-285	269	29	studied	study	VERB
esutjss-285	269	30	and	and	CCONJ
esutjss-285	269	31	statistics	statistic	NOUN
esutjss-285	269	32	indicated	indicate	VERB
esutjss-285	269	33	that	that	SCONJ
esutjss-285	269	34	,	,	PUNCT
esutjss-285	269	35	there	there	PRON
esutjss-285	269	36	was	be	VERB
esutjss-285	269	37	a	a	DET
esutjss-285	269	38	statistically	statistically	ADV
esutjss-285	269	39	significant	significant	ADJ
esutjss-285	269	40	correlation	correlation	NOUN
esutjss-285	269	41	between	between	ADP
esutjss-285	269	42	the	the	DET
esutjss-285	269	43	state	state	NOUN
esutjss-285	269	44	of	of	ADP
esutjss-285	269	45	road	road	NOUN
esutjss-285	269	46	infrastructure	infrastructure	NOUN
esutjss-285	269	47	and	and	CCONJ
esutjss-285	269	48	the	the	DET
esutjss-285	269	49	motor	motor	NOUN
esutjss-285	269	50	insurance	insurance	NOUN
esutjss-285	269	51	claims	claim	NOUN
esutjss-285	269	52	made	make	VERB
esutjss-285	269	53	.	.	PUNCT
esutjss-285	270	1	their	their	PRON
esutjss-285	270	2	results	result	NOUN
esutjss-285	270	3	showed	show	VERB
esutjss-285	270	4	that	that	SCONJ
esutjss-285	270	5	policyholders	policyholder	NOUN
esutjss-285	270	6	in	in	ADP
esutjss-285	270	7	regions	region	NOUN
esutjss-285	270	8	with	with	ADP
esutjss-285	270	9	improved	improved	ADJ
esutjss-285	270	10	road	road	NOUN
esutjss-285	270	11	networks	network	NOUN
esutjss-285	270	12	had	have	VERB
esutjss-285	270	13	fewer	few	ADJ
esutjss-285	270	14	accidents	accident	NOUN
esutjss-285	270	15	and	and	CCONJ
esutjss-285	270	16	thus	thus	ADV
esutjss-285	270	17	fewer	few	ADJ
esutjss-285	270	18	claims	claim	NOUN
esutjss-285	270	19	.	.	PUNCT
esutjss-285	271	1	as	as	SCONJ
esutjss-285	271	2	understood	understand	VERB
esutjss-285	271	3	in	in	ADP
esutjss-285	271	4	the	the	DET
esutjss-285	271	5	context	context	NOUN
esutjss-285	271	6	of	of	ADP
esutjss-285	271	7	risk	risk	NOUN
esutjss-285	271	8	theory	theory	NOUN
esutjss-285	271	9	,	,	PUNCT
esutjss-285	271	10	such	such	ADJ
esutjss-285	271	11	findings	finding	NOUN
esutjss-285	271	12	imply	imply	VERB
esutjss-285	271	13	that	that	SCONJ
esutjss-285	271	14	better	well	ADJ
esutjss-285	271	15	infrastructure	infrastructure	NOUN
esutjss-285	271	16	lowers	lower	VERB
esutjss-285	271	17	the	the	DET
esutjss-285	271	18	intrinsic	intrinsic	ADJ
esutjss-285	271	19	exposure	exposure	NOUN
esutjss-285	271	20	of	of	ADP
esutjss-285	271	21	drivers	driver	NOUN
esutjss-285	271	22	to	to	ADP
esutjss-285	271	23	the	the	DET
esutjss-285	271	24	risk	risk	NOUN
esutjss-285	271	25	,	,	PUNCT
esutjss-285	271	26	which	which	PRON
esutjss-285	271	27	causes	cause	VERB
esutjss-285	271	28	more	more	ADV
esutjss-285	271	29	preferable	preferable	ADJ
esutjss-285	271	30	loss	loss	NOUN
esutjss-285	271	31	experience	experience	NOUN
esutjss-285	271	32	of	of	ADP
esutjss-285	271	33	insurers	insurer	NOUN
esutjss-285	271	34	.	.	PUNCT
esutjss-285	272	1	additionally	additionally	ADV
esutjss-285	272	2	,	,	PUNCT
esutjss-285	272	3	the	the	DET
esutjss-285	272	4	theory	theory	NOUN
esutjss-285	272	5	of	of	ADP
esutjss-285	272	6	risk	risk	NOUN
esutjss-285	272	7	also	also	ADV
esutjss-285	272	8	highlights	highlight	VERB
esutjss-285	272	9	the	the	DET
esutjss-285	272	10	significance	significance	NOUN
esutjss-285	272	11	of	of	ADP
esutjss-285	272	12	classification	classification	NOUN
esutjss-285	272	13	and	and	CCONJ
esutjss-285	272	14	grouping	grouping	NOUN
esutjss-285	272	15	of	of	ADP
esutjss-285	272	16	risks	risk	NOUN
esutjss-285	272	17	during	during	ADP
esutjss-285	272	18	insurance	insurance	NOUN
esutjss-285	272	19	product	product	NOUN
esutjss-285	272	20	pricing	pricing	NOUN
esutjss-285	272	21	.	.	PUNCT
esutjss-285	273	1	in	in	ADP
esutjss-285	273	2	case	case	NOUN
esutjss-285	273	3	of	of	ADP
esutjss-285	273	4	lagosian	lagosian	NOUN
esutjss-285	273	5	,	,	PUNCT
esutjss-285	273	6	this	this	PRON
esutjss-285	273	7	may	may	AUX
esutjss-285	273	8	imply	imply	VERB
esutjss-285	273	9	the	the	DET
esutjss-285	273	10	integration	integration	NOUN
esutjss-285	273	11	of	of	ADP
esutjss-285	273	12	geospatial	geospatial	ADJ
esutjss-285	273	13	data	datum	NOUN
esutjss-285	273	14	about	about	ADP
esutjss-285	273	15	road	road	NOUN
esutjss-285	273	16	conditions	condition	NOUN
esutjss-285	273	17	in	in	ADP
esutjss-285	273	18	insurance	insurance	NOUN
esutjss-285	273	19	rating	rating	NOUN
esutjss-285	273	20	models	model	NOUN
esutjss-285	273	21	.	.	PUNCT
esutjss-285	274	1	in	in	ADP
esutjss-285	274	2	this	this	DET
esutjss-285	274	3	way	way	NOUN
esutjss-285	274	4	,	,	PUNCT
esutjss-285	274	5	the	the	DET
esutjss-285	274	6	insurers	insurer	NOUN
esutjss-285	274	7	will	will	AUX
esutjss-285	274	8	be	be	AUX
esutjss-285	274	9	able	able	ADJ
esutjss-285	274	10	to	to	PART
esutjss-285	274	11	shift	shift	VERB
esutjss-285	274	12	their	their	PRON
esutjss-285	274	13	traditional	traditional	ADJ
esutjss-285	274	14	rating	rating	NOUN
esutjss-285	274	15	variables	variable	NOUN
esutjss-285	274	16	(	(	PUNCT
esutjss-285	274	17	age	age	NOUN
esutjss-285	274	18	,	,	PUNCT
esutjss-285	274	19	driving	drive	VERB
esutjss-285	274	20	history	history	NOUN
esutjss-285	274	21	,	,	PUNCT
esutjss-285	274	22	vehicle	vehicle	NOUN
esutjss-285	274	23	type	type	NOUN
esutjss-285	274	24	)	)	PUNCT
esutjss-285	274	25	to	to	PART
esutjss-285	274	26	incorporate	incorporate	VERB
esutjss-285	274	27	environmental	environmental	ADJ
esutjss-285	274	28	variables	variable	NOUN
esutjss-285	274	29	that	that	PRON
esutjss-285	274	30	directly	directly	ADV
esutjss-285	274	31	affect	affect	VERB
esutjss-285	274	32	the	the	DET
esutjss-285	274	33	results	result	NOUN
esutjss-285	274	34	of	of	ADP
esutjss-285	274	35	risks	risk	NOUN
esutjss-285	274	36	.	.	PUNCT
esutjss-285	275	1	this	this	PRON
esutjss-285	275	2	can	can	AUX
esutjss-285	275	3	correspond	correspond	VERB
esutjss-285	275	4	to	to	ADP
esutjss-285	275	5	latest	late	ADJ
esutjss-285	275	6	trends	trend	NOUN
esutjss-285	275	7	in	in	ADP
esutjss-285	275	8	telematics	telematic	NOUN
esutjss-285	275	9	and	and	CCONJ
esutjss-285	275	10	usage	usage	NOUN
esutjss-285	275	11	-	-	PUNCT
esutjss-285	275	12	based	base	VERB
esutjss-285	275	13	insurance	insurance	NOUN
esutjss-285	275	14	,	,	PUNCT
esutjss-285	275	15	in	in	ADP
esutjss-285	275	16	which	which	PRON
esutjss-285	275	17	real	real	ADJ
esutjss-285	275	18	-	-	PUNCT
esutjss-285	275	19	time	time	NOUN
esutjss-285	275	20	information	information	NOUN
esutjss-285	275	21	further	far	ADV
esutjss-285	275	22	refines	refine	VERB
esutjss-285	275	23	the	the	DET
esutjss-285	275	24	accuracy	accuracy	NOUN
esutjss-285	275	25	of	of	ADP
esutjss-285	275	26	risk	risk	NOUN
esutjss-285	275	27	analysis	analysis	NOUN
esutjss-285	275	28	.	.	PUNCT
esutjss-285	276	1	243	243	NUM
esutjss-285	276	2	empirical	empirical	ADJ
esutjss-285	276	3	review	review	NOUN
esutjss-285	276	4	author	author	NOUN
esutjss-285	276	5	&	&	CCONJ
esutjss-285	276	6	date	date	PROPN
esutjss-285	276	7	general	general	ADJ
esutjss-285	276	8	objective	objective	NOUN
esutjss-285	276	9	of	of	ADP
esutjss-285	276	10	the	the	DET
esutjss-285	276	11	study	study	NOUN
esutjss-285	276	12	methodology	methodology	NOUN
esutjss-285	276	13	findings	finding	NOUN
esutjss-285	276	14	gap	gap	NOUN
esutjss-285	276	15	filled	fill	VERB
esutjss-285	276	16	by	by	ADP
esutjss-285	276	17	the	the	DET
esutjss-285	276	18	present	present	ADJ
esutjss-285	276	19	study	study	NOUN
esutjss-285	276	20	agbeboh	agbeboh	NOUN
esutjss-285	276	21	and	and	CCONJ
esutjss-285	276	22	osabuohien	osabuohien	ADJ
esutjss-285	276	23	-	-	PUNCT
esutjss-285	276	24	irabor	irabor	NOUN
esutjss-285	276	25	osarumwense	osarumwense	NOUN
esutjss-285	276	26	(	(	PUNCT
esutjss-285	276	27	2013	2013	NUM
esutjss-285	276	28	)	)	PUNCT
esutjss-285	276	29	to	to	PART
esutjss-285	276	30	study	study	VERB
esutjss-285	276	31	the	the	DET
esutjss-285	276	32	trend	trend	NOUN
esutjss-285	276	33	of	of	ADP
esutjss-285	276	34	road	road	NOUN
esutjss-285	276	35	accidents	accident	NOUN
esutjss-285	276	36	in	in	ADP
esutjss-285	276	37	kogi	kogi	PROPN
esutjss-285	276	38	state	state	PROPN
esutjss-285	276	39	,	,	PUNCT
esutjss-285	276	40	nigeria	nigeria	PROPN
esutjss-285	276	41	.	.	PUNCT
esutjss-285	277	1	univariate	univariate	ADJ
esutjss-285	277	2	time	time	NOUN
esutjss-285	277	3	series	series	PROPN
esutjss-285	277	4	data	datum	NOUN
esutjss-285	277	5	collected	collect	VERB
esutjss-285	277	6	from	from	ADP
esutjss-285	277	7	the	the	DET
esutjss-285	277	8	federal	federal	ADJ
esutjss-285	277	9	road	road	PROPN
esutjss-285	277	10	safety	safety	PROPN
esutjss-285	277	11	commission	commission	PROPN
esutjss-285	277	12	(	(	PUNCT
esutjss-285	277	13	frsc	frsc	NOUN
esutjss-285	277	14	)	)	PUNCT
esutjss-285	277	15	from	from	ADP
esutjss-285	277	16	january	january	PROPN
esutjss-285	277	17	1997	1997	NUM
esutjss-285	277	18	to	to	ADP
esutjss-285	277	19	december	december	PROPN
esutjss-285	277	20	2010	2010	NUM
esutjss-285	277	21	.	.	PUNCT
esutjss-285	278	1	statistical	statistical	ADJ
esutjss-285	278	2	analysis	analysis	NOUN
esutjss-285	278	3	using	use	VERB
esutjss-285	278	4	spss	spss	PROPN
esutjss-285	278	5	.	.	PUNCT
esutjss-285	278	6	found	find	VERB
esutjss-285	278	7	a	a	DET
esutjss-285	278	8	steady	steady	ADJ
esutjss-285	278	9	increase	increase	NOUN
esutjss-285	278	10	in	in	ADP
esutjss-285	278	11	road	road	NOUN
esutjss-285	278	12	accident	accident	NOUN
esutjss-285	278	13	rates	rate	NOUN
esutjss-285	278	14	in	in	ADP
esutjss-285	278	15	kogi	kogi	PROPN
esutjss-285	278	16	state	state	NOUN
esutjss-285	278	17	with	with	ADP
esutjss-285	278	18	no	no	DET
esutjss-285	278	19	seasonal	seasonal	ADJ
esutjss-285	278	20	variation	variation	NOUN
esutjss-285	278	21	.	.	PUNCT
esutjss-285	279	1	this	this	DET
esutjss-285	279	2	study	study	NOUN
esutjss-285	279	3	provides	provide	VERB
esutjss-285	279	4	a	a	DET
esutjss-285	279	5	general	general	ADJ
esutjss-285	279	6	trend	trend	NOUN
esutjss-285	279	7	of	of	ADP
esutjss-285	279	8	road	road	NOUN
esutjss-285	279	9	accidents	accident	NOUN
esutjss-285	279	10	,	,	PUNCT
esutjss-285	279	11	which	which	PRON
esutjss-285	279	12	are	be	AUX
esutjss-285	279	13	a	a	DET
esutjss-285	279	14	precursor	precursor	NOUN
esutjss-285	279	15	to	to	ADP
esutjss-285	279	16	insurance	insurance	NOUN
esutjss-285	279	17	claims	claim	NOUN
esutjss-285	279	18	.	.	PUNCT
esutjss-285	280	1	a	a	DET
esutjss-285	280	2	direct	direct	ADJ
esutjss-285	280	3	link	link	NOUN
esutjss-285	280	4	between	between	ADP
esutjss-285	280	5	specific	specific	ADJ
esutjss-285	280	6	road	road	NOUN
esutjss-285	280	7	infrastructure	infrastructure	NOUN
esutjss-285	280	8	deficiencies	deficiency	NOUN
esutjss-285	280	9	(	(	PUNCT
esutjss-285	280	10	e.g.	e.g.	ADV
esutjss-285	280	11	,	,	PUNCT
esutjss-285	280	12	potholes	pothole	NOUN
esutjss-285	280	13	,	,	PUNCT
esutjss-285	280	14	lack	lack	NOUN
esutjss-285	280	15	of	of	ADP
esutjss-285	280	16	signage	signage	NOUN
esutjss-285	280	17	)	)	PUNCT
esutjss-285	280	18	and	and	CCONJ
esutjss-285	280	19	the	the	DET
esutjss-285	280	20	frequency	frequency	NOUN
esutjss-285	280	21	of	of	ADP
esutjss-285	280	22	these	these	DET
esutjss-285	280	23	accidents	accident	NOUN
esutjss-285	280	24	,	,	PUNCT
esutjss-285	280	25	and	and	CCONJ
esutjss-285	280	26	subsequently	subsequently	ADV
esutjss-285	280	27	,	,	PUNCT
esutjss-285	280	28	motor	motor	NOUN
esutjss-285	280	29	insurance	insurance	NOUN
esutjss-285	280	30	claims	claim	NOUN
esutjss-285	280	31	,	,	PUNCT
esutjss-285	280	32	was	be	AUX
esutjss-285	280	33	not	not	PART
esutjss-285	280	34	explicitly	explicitly	ADV
esutjss-285	280	35	established	establish	VERB
esutjss-285	280	36	.	.	PUNCT
esutjss-285	281	1	onyejekwe	onyejekwe	ADJ
esutjss-285	281	2	,	,	PUNCT
esutjss-285	281	3	s.	s.	PROPN
esutjss-285	281	4	,	,	PUNCT
esutjss-285	281	5	abdulazzez	abdulazzez	NOUN
esutjss-285	281	6	,	,	PUNCT
esutjss-285	281	7	rabiu	rabiu	NOUN
esutjss-285	281	8	,	,	PUNCT
esutjss-285	281	9	hammed	ham	VERB
esutjss-285	281	10	,	,	PUNCT
esutjss-285	281	11	&	&	CCONJ
esutjss-285	281	12	osunlalu	osunlalu	NOUN
esutjss-285	281	13	(	(	PUNCT
esutjss-285	281	14	2024	2024	NUM
esutjss-285	281	15	)	)	PUNCT
esutjss-285	281	16	to	to	PART
esutjss-285	281	17	present	present	VERB
esutjss-285	281	18	and	and	CCONJ
esutjss-285	281	19	discuss	discuss	VERB
esutjss-285	281	20	commonly	commonly	ADV
esutjss-285	281	21	observed	observe	VERB
esutjss-285	281	22	infrastructurerelated	infrastructurerelated	ADJ
esutjss-285	281	23	safety	safety	NOUN
esutjss-285	281	24	deficiencies	deficiency	NOUN
esutjss-285	281	25	on	on	ADP
esutjss-285	281	26	nigerian	nigerian	ADJ
esutjss-285	281	27	roads	road	NOUN
esutjss-285	281	28	and	and	CCONJ
esutjss-285	281	29	proffer	proffer	VERB
esutjss-285	281	30	solutions	solution	NOUN
esutjss-285	281	31	.	.	PUNCT
esutjss-285	282	1	observations	observation	NOUN
esutjss-285	282	2	and	and	CCONJ
esutjss-285	282	3	informal	informal	ADJ
esutjss-285	282	4	road	road	NOUN
esutjss-285	282	5	safety	safety	NOUN
esutjss-285	282	6	inspections	inspection	NOUN
esutjss-285	282	7	(	(	PUNCT
esutjss-285	282	8	rsis	rsis	NOUN
esutjss-285	282	9	)	)	PUNCT
esutjss-285	282	10	conducted	conduct	VERB
esutjss-285	282	11	by	by	ADP
esutjss-285	282	12	the	the	DET
esutjss-285	282	13	authors	author	NOUN
esutjss-285	282	14	,	,	PUNCT
esutjss-285	282	15	primarily	primarily	ADV
esutjss-285	282	16	by	by	ADP
esutjss-285	282	17	capturing	capture	VERB
esutjss-285	282	18	images	image	NOUN
esutjss-285	282	19	and	and	CCONJ
esutjss-285	282	20	collating	collate	VERB
esutjss-285	282	21	them	they	PRON
esutjss-285	282	22	.	.	PUNCT
esutjss-285	283	1	identified	identify	VERB
esutjss-285	283	2	numerous	numerous	ADJ
esutjss-285	283	3	deficiencies	deficiency	NOUN
esutjss-285	283	4	in	in	ADP
esutjss-285	283	5	road	road	NOUN
esutjss-285	283	6	infrastructure	infrastructure	NOUN
esutjss-285	283	7	,	,	PUNCT
esutjss-285	283	8	broadly	broadly	ADV
esutjss-285	283	9	classified	classify	VERB
esutjss-285	283	10	into	into	ADP
esutjss-285	283	11	surface	surface	NOUN
esutjss-285	283	12	,	,	PUNCT
esutjss-285	283	13	shoulder	shoulder	NOUN
esutjss-285	283	14	,	,	PUNCT
esutjss-285	283	15	and	and	CCONJ
esutjss-285	283	16	roadside	roadside	NOUN
esutjss-285	283	17	issues	issue	NOUN
esutjss-285	283	18	.	.	PUNCT
esutjss-285	284	1	safer	safe	ADJ
esutjss-285	284	2	roads	road	NOUN
esutjss-285	284	3	lead	lead	VERB
esutjss-285	284	4	to	to	ADP
esutjss-285	284	5	reductions	reduction	NOUN
esutjss-285	284	6	in	in	ADP
esutjss-285	284	7	road	road	NOUN
esutjss-285	284	8	traffic	traffic	NOUN
esutjss-285	284	9	crashes	crash	NOUN
esutjss-285	284	10	.	.	PUNCT
esutjss-285	285	1	this	this	DET
esutjss-285	285	2	study	study	NOUN
esutjss-285	285	3	identifies	identify	VERB
esutjss-285	285	4	and	and	CCONJ
esutjss-285	285	5	categorizes	categorize	VERB
esutjss-285	285	6	road	road	NOUN
esutjss-285	285	7	infrastructure	infrastructure	NOUN
esutjss-285	285	8	deficiencies	deficiency	NOUN
esutjss-285	285	9	.	.	PUNCT
esutjss-285	286	1	however	however	ADV
esutjss-285	286	2	,	,	PUNCT
esutjss-285	286	3	it	it	PRON
esutjss-285	286	4	does	do	AUX
esutjss-285	286	5	not	not	PART
esutjss-285	286	6	quantify	quantify	VERB
esutjss-285	286	7	the	the	DET
esutjss-285	286	8	direct	direct	ADJ
esutjss-285	286	9	relationship	relationship	NOUN
esutjss-285	286	10	between	between	ADP
esutjss-285	286	11	these	these	DET
esutjss-285	286	12	specific	specific	ADJ
esutjss-285	286	13	deficiencies	deficiency	NOUN
esutjss-285	286	14	and	and	CCONJ
esutjss-285	286	15	the	the	DET
esutjss-285	286	16	frequency	frequency	NOUN
esutjss-285	286	17	of	of	ADP
esutjss-285	286	18	motor	motor	NOUN
esutjss-285	286	19	insurance	insurance	NOUN
esutjss-285	286	20	claims	claim	NOUN
esutjss-285	286	21	.	.	PUNCT
esutjss-285	287	1	it	it	PRON
esutjss-285	287	2	highlights	highlight	VERB
esutjss-285	287	3	the	the	DET
esutjss-285	287	4	potential	potential	NOUN
esutjss-285	287	5	for	for	ADP
esutjss-285	287	6	reduction	reduction	NOUN
esutjss-285	287	7	in	in	ADP
esutjss-285	287	8	crashes	crash	NOUN
esutjss-285	287	9	with	with	ADP
esutjss-285	287	10	safer	safe	ADJ
esutjss-285	287	11	infrastructure	infrastructure	NOUN
esutjss-285	287	12	,	,	PUNCT
esutjss-285	287	13	but	but	CCONJ
esutjss-285	287	14	not	not	PART
esutjss-285	287	15	the	the	DET
esutjss-285	287	16	direct	direct	ADJ
esutjss-285	287	17	impact	impact	NOUN
esutjss-285	287	18	on	on	ADP
esutjss-285	287	19	claims	claim	NOUN
esutjss-285	287	20	frequency	frequency	NOUN
esutjss-285	287	21	.	.	PUNCT
esutjss-285	288	1	intertransport	intertransport	NOUN
esutjss-285	288	2	(	(	PUNCT
esutjss-285	288	3	2025	2025	NUM
esutjss-285	288	4	)	)	PUNCT
esutjss-285	288	5	to	to	PART
esutjss-285	288	6	highlight	highlight	VERB
esutjss-285	288	7	the	the	DET
esutjss-285	288	8	impact	impact	NOUN
esutjss-285	288	9	of	of	ADP
esutjss-285	288	10	bad	bad	ADJ
esutjss-285	288	11	roads	road	NOUN
esutjss-285	288	12	on	on	ADP
esutjss-285	288	13	transportation	transportation	NOUN
esutjss-285	288	14	in	in	ADP
esutjss-285	288	15	nigeria	nigeria	PROPN
esutjss-285	288	16	.	.	PUNCT
esutjss-285	289	1	review	review	NOUN
esutjss-285	289	2	of	of	ADP
esutjss-285	289	3	existing	exist	VERB
esutjss-285	289	4	information	information	NOUN
esutjss-285	289	5	and	and	CCONJ
esutjss-285	289	6	reports	report	NOUN
esutjss-285	289	7	.	.	PUNCT
esutjss-285	290	1	poor	poor	ADJ
esutjss-285	290	2	road	road	NOUN
esutjss-285	290	3	networks	network	NOUN
esutjss-285	290	4	cause	cause	VERB
esutjss-285	290	5	delays	delay	NOUN
esutjss-285	290	6	,	,	PUNCT
esutjss-285	290	7	high	high	ADJ
esutjss-285	290	8	transport	transport	NOUN
esutjss-285	290	9	costs	cost	NOUN
esutjss-285	290	10	,	,	PUNCT
esutjss-285	290	11	and	and	CCONJ
esutjss-285	290	12	accidents	accident	NOUN
esutjss-285	290	13	.	.	PUNCT
esutjss-285	291	1	75	75	NUM
esutjss-285	291	2	%	%	NOUN
esutjss-285	291	3	of	of	ADP
esutjss-285	291	4	commercial	commercial	ADJ
esutjss-285	291	5	drivers	driver	NOUN
esutjss-285	291	6	report	report	NOUN
esutjss-285	291	7	delays	delay	NOUN
esutjss-285	291	8	,	,	PUNCT
esutjss-285	291	9	longer	long	ADJ
esutjss-285	291	10	trips	trip	NOUN
esutjss-285	291	11	,	,	PUNCT
esutjss-285	291	12	and	and	CCONJ
esutjss-285	291	13	higher	high	ADJ
esutjss-285	291	14	fuel	fuel	NOUN
esutjss-285	291	15	use	use	NOUN
esutjss-285	291	16	due	due	ADP
esutjss-285	291	17	to	to	ADP
esutjss-285	291	18	poor	poor	ADJ
esutjss-285	291	19	roads	road	NOUN
esutjss-285	291	20	.	.	PUNCT
esutjss-285	292	1	while	while	SCONJ
esutjss-285	292	2	acknowledging	acknowledge	VERB
esutjss-285	292	3	that	that	SCONJ
esutjss-285	292	4	poor	poor	ADJ
esutjss-285	292	5	roads	road	NOUN
esutjss-285	292	6	lead	lead	VERB
esutjss-285	292	7	to	to	ADP
esutjss-285	292	8	accidents	accident	NOUN
esutjss-285	292	9	,	,	PUNCT
esutjss-285	292	10	this	this	DET
esutjss-285	292	11	source	source	NOUN
esutjss-285	292	12	does	do	AUX
esutjss-285	292	13	not	not	PART
esutjss-285	292	14	provide	provide	VERB
esutjss-285	292	15	empirical	empirical	ADJ
esutjss-285	292	16	data	datum	NOUN
esutjss-285	292	17	directly	directly	ADV
esutjss-285	292	18	linking	link	VERB
esutjss-285	292	19	specific	specific	ADJ
esutjss-285	292	20	road	road	NOUN
esutjss-285	292	21	deficiencies	deficiency	NOUN
esutjss-285	292	22	to	to	ADP
esutjss-285	292	23	the	the	DET
esutjss-285	292	24	frequency	frequency	NOUN
esutjss-285	292	25	of	of	ADP
esutjss-285	292	26	motor	motor	NOUN
esutjss-285	292	27	insurance	insurance	NOUN
esutjss-285	292	28	claims	claim	NOUN
esutjss-285	292	29	.	.	PUNCT
esutjss-285	293	1	it	it	PRON
esutjss-285	293	2	focuses	focus	VERB
esutjss-285	293	3	more	more	ADJ
esutjss-285	293	4	on	on	ADP
esutjss-285	293	5	the	the	DET
esutjss-285	293	6	broader	broad	ADJ
esutjss-285	293	7	economic	economic	ADJ
esutjss-285	293	8	impact	impact	NOUN
esutjss-285	293	9	of	of	ADP
esutjss-285	293	10	bad	bad	ADJ
esutjss-285	293	11	roads	road	NOUN
esutjss-285	293	12	.	.	PUNCT
esutjss-285	294	1	femi	femi	PROPN
esutjss-285	294	2	&	&	CCONJ
esutjss-285	294	3	tolorunloju	tolorunloju	PROPN
esutjss-285	294	4	(	(	PUNCT
esutjss-285	294	5	2020	2020	NUM
esutjss-285	294	6	)	)	PUNCT
esutjss-285	294	7	to	to	PART
esutjss-285	294	8	investigate	investigate	VERB
esutjss-285	294	9	road	road	NOUN
esutjss-285	294	10	infrastructure	infrastructure	NOUN
esutjss-285	294	11	management	management	NOUN
esutjss-285	294	12	strategies	strategy	NOUN
esutjss-285	294	13	in	in	ADP
esutjss-285	294	14	ikorodu	ikorodu	VERB
esutjss-285	294	15	west	west	PROPN
esutjss-285	294	16	,	,	PUNCT
esutjss-285	294	17	lagos	lagos	NOUN
esutjss-285	294	18	state	state	NOUN
esutjss-285	294	19	,	,	PUNCT
esutjss-285	294	20	nigeria	nigeria	PROPN
esutjss-285	294	21	,	,	PUNCT
esutjss-285	294	22	and	and	CCONJ
esutjss-285	294	23	quantitative	quantitative	ADJ
esutjss-285	294	24	survey	survey	NOUN
esutjss-285	294	25	approach	approach	NOUN
esutjss-285	294	26	using	use	VERB
esutjss-285	294	27	structured	structured	ADJ
esutjss-285	294	28	questionnaires	questionnaire	NOUN
esutjss-285	294	29	among	among	ADP
esutjss-285	294	30	residents	resident	NOUN
esutjss-285	294	31	.	.	PUNCT
esutjss-285	295	1	data	datum	NOUN
esutjss-285	295	2	analyzed	analyze	VERB
esutjss-285	295	3	descriptively	descriptively	ADV
esutjss-285	295	4	using	use	VERB
esutjss-285	295	5	frequency	frequency	NOUN
esutjss-285	295	6	counts	count	NOUN
esutjss-285	295	7	,	,	PUNCT
esutjss-285	295	8	the	the	DET
esutjss-285	295	9	state	state	NOUN
esutjss-285	295	10	of	of	ADP
esutjss-285	295	11	road	road	NOUN
esutjss-285	295	12	infrastructure	infrastructure	NOUN
esutjss-285	295	13	in	in	ADP
esutjss-285	295	14	the	the	DET
esutjss-285	295	15	study	study	NOUN
esutjss-285	295	16	area	area	NOUN
esutjss-285	295	17	is	be	AUX
esutjss-285	295	18	poor	poor	ADJ
esutjss-285	295	19	.	.	PUNCT
esutjss-285	296	1	consequences	consequence	NOUN
esutjss-285	296	2	of	of	ADP
esutjss-285	296	3	poor	poor	ADJ
esutjss-285	296	4	road	road	NOUN
esutjss-285	296	5	infrastructure	infrastructure	NOUN
esutjss-285	296	6	included	include	VERB
esutjss-285	296	7	damage	damage	NOUN
esutjss-285	296	8	to	to	ADP
esutjss-285	296	9	this	this	DET
esutjss-285	296	10	study	study	NOUN
esutjss-285	296	11	confirms	confirm	VERB
esutjss-285	296	12	the	the	DET
esutjss-285	296	13	poor	poor	ADJ
esutjss-285	296	14	state	state	NOUN
esutjss-285	296	15	of	of	ADP
esutjss-285	296	16	roads	road	NOUN
esutjss-285	296	17	and	and	CCONJ
esutjss-285	296	18	their	their	PRON
esutjss-285	296	19	link	link	NOUN
esutjss-285	296	20	to	to	PART
esutjss-285	296	21	vehicle	vehicle	VERB
esutjss-285	296	22	damage	damage	NOUN
esutjss-285	296	23	and	and	CCONJ
esutjss-285	296	24	accidents	accident	NOUN
esutjss-285	296	25	.	.	PUNCT
esutjss-285	297	1	however	however	ADV
esutjss-285	297	2	,	,	PUNCT
esutjss-285	297	3	it	it	PRON
esutjss-285	297	4	does	do	AUX
esutjss-285	297	5	n't	not	PART
esutjss-285	297	6	directly	directly	ADV
esutjss-285	297	7	correlate	correlate	VERB
esutjss-285	297	8	specific	specific	ADJ
esutjss-285	297	9	deficiencies	deficiency	NOUN
esutjss-285	297	10	with	with	ADP
esutjss-285	297	11	the	the	DET
esutjss-285	297	12	frequency	frequency	NOUN
esutjss-285	297	13	of	of	ADP
esutjss-285	297	14	motor	motor	NOUN
esutjss-285	297	15	insurance	insurance	NOUN
esutjss-285	297	16	claims	claim	NOUN
esutjss-285	297	17	.	.	PUNCT
esutjss-285	298	1	it	it	PRON
esutjss-285	298	2	provides	provide	VERB
esutjss-285	298	3	244	244	NUM
esutjss-285	298	4	uncover	uncover	NOUN
esutjss-285	298	5	road	road	NOUN
esutjss-285	298	6	user	user	NOUN
esutjss-285	298	7	satisfaction	satisfaction	NOUN
esutjss-285	298	8	.	.	PUNCT
esutjss-285	299	1	percentages	percentage	NOUN
esutjss-285	299	2	,	,	PUNCT
esutjss-285	299	3	and	and	CCONJ
esutjss-285	299	4	ranked	rank	VERB
esutjss-285	299	5	mean	mean	ADJ
esutjss-285	299	6	-	-	PUNCT
esutjss-285	299	7	item	item	NOUN
esutjss-285	299	8	-	-	PUNCT
esutjss-285	299	9	scores	score	NOUN
esutjss-285	299	10	.	.	PUNCT
esutjss-285	300	1	vehicles	vehicle	NOUN
esutjss-285	300	2	and	and	CCONJ
esutjss-285	300	3	road	road	NOUN
esutjss-285	300	4	accidents	accident	NOUN
esutjss-285	300	5	.	.	PUNCT
esutjss-285	301	1	a	a	DET
esutjss-285	301	2	qualitative	qualitative	ADJ
esutjss-285	301	3	understanding	understanding	NOUN
esutjss-285	301	4	of	of	ADP
esutjss-285	301	5	the	the	DET
esutjss-285	301	6	problem	problem	NOUN
esutjss-285	301	7	from	from	ADP
esutjss-285	301	8	the	the	DET
esutjss-285	301	9	users	user	NOUN
esutjss-285	301	10	'	'	PART
esutjss-285	301	11	perspective	perspective	NOUN
esutjss-285	301	12	.	.	PUNCT
esutjss-285	302	1	isimoya	isimoya	PROPN
esutjss-285	302	2	,	,	PUNCT
esutjss-285	302	3	ajemunigbohun	ajemunigbohun	PROPN
esutjss-285	302	4	,	,	PUNCT
esutjss-285	302	5	s.	s.	PROPN
esutjss-285	302	6	&	&	CCONJ
esutjss-285	302	7	osasona	osasona	PROPN
esutjss-285	302	8	,	,	PUNCT
esutjss-285	302	9	(	(	PUNCT
esutjss-285	302	10	2022	2022	NUM
esutjss-285	302	11	)	)	PUNCT
esutjss-285	302	12	.	.	PUNCT
esutjss-285	303	1	to	to	PART
esutjss-285	303	2	evaluate	evaluate	VERB
esutjss-285	303	3	motor	motor	NOUN
esutjss-285	303	4	insurance	insurance	NOUN
esutjss-285	303	5	underwriting	underwriting	NOUN
esutjss-285	303	6	factors	factor	NOUN
esutjss-285	303	7	,	,	PUNCT
esutjss-285	303	8	with	with	ADP
esutjss-285	303	9	specific	specific	ADJ
esutjss-285	303	10	reference	reference	NOUN
esutjss-285	303	11	to	to	ADP
esutjss-285	303	12	the	the	DET
esutjss-285	303	13	perceptions	perception	NOUN
esutjss-285	303	14	of	of	ADP
esutjss-285	303	15	motor	motor	NOUN
esutjss-285	303	16	insurance	insurance	NOUN
esutjss-285	303	17	providers	provider	NOUN
esutjss-285	303	18	in	in	ADP
esutjss-285	303	19	lagos	lagos	PROPN
esutjss-285	303	20	,	,	PUNCT
esutjss-285	303	21	nigeria	nigeria	PROPN
esutjss-285	303	22	.	.	PUNCT
esutjss-285	304	1	cross	cross	ADJ
esutjss-285	304	2	-	-	ADJ
esutjss-285	304	3	sectional	sectional	ADJ
esutjss-285	304	4	survey	survey	NOUN
esutjss-285	304	5	research	research	NOUN
esutjss-285	304	6	design	design	NOUN
esutjss-285	304	7	.	.	PUNCT
esutjss-285	305	1	structured	structured	ADJ
esutjss-285	305	2	questionnaire	questionnaire	NOUN
esutjss-285	305	3	administered	administer	VERB
esutjss-285	305	4	to	to	ADP
esutjss-285	305	5	300	300	NUM
esutjss-285	305	6	respondents	respondent	NOUN
esutjss-285	305	7	from	from	ADP
esutjss-285	305	8	30	30	NUM
esutjss-285	305	9	motor	motor	NOUN
esutjss-285	305	10	insurance	insurance	NOUN
esutjss-285	305	11	companies	company	NOUN
esutjss-285	305	12	.	.	PUNCT
esutjss-285	306	1	data	datum	NOUN
esutjss-285	306	2	analyzed	analyze	VERB
esutjss-285	306	3	using	use	VERB
esutjss-285	306	4	simple	simple	ADJ
esutjss-285	306	5	frequency	frequency	NOUN
esutjss-285	306	6	percentages	percentage	NOUN
esutjss-285	306	7	and	and	CCONJ
esutjss-285	306	8	friedman	friedman	NOUN
esutjss-285	306	9	's	's	PART
esutjss-285	306	10	rank	rank	PROPN
esutjss-285	306	11	test	test	NOUN
esutjss-285	306	12	.	.	PUNCT
esutjss-285	307	1	noted	note	VERB
esutjss-285	307	2	the	the	DET
esutjss-285	307	3	chances	chance	NOUN
esutjss-285	307	4	of	of	ADP
esutjss-285	307	5	high	high	ADJ
esutjss-285	307	6	road	road	NOUN
esutjss-285	307	7	accident	accident	NOUN
esutjss-285	307	8	rates	rate	NOUN
esutjss-285	307	9	due	due	ADJ
esutjss-285	307	10	to	to	ADP
esutjss-285	307	11	stability	stability	NOUN
esutjss-285	307	12	in	in	ADP
esutjss-285	307	13	frequency	frequency	NOUN
esutjss-285	307	14	per	per	ADP
esutjss-285	307	15	vehicle	vehicle	NOUN
esutjss-285	307	16	and	and	CCONJ
esutjss-285	307	17	increase	increase	NOUN
esutjss-285	307	18	in	in	ADP
esutjss-285	307	19	the	the	DET
esutjss-285	307	20	number	number	NOUN
esutjss-285	307	21	of	of	ADP
esutjss-285	307	22	vehicles	vehicle	NOUN
esutjss-285	307	23	per	per	ADP
esutjss-285	307	24	inhabitant	inhabitant	NOUN
esutjss-285	307	25	.	.	PUNCT
esutjss-285	308	1	this	this	DET
esutjss-285	308	2	study	study	NOUN
esutjss-285	308	3	focuses	focus	VERB
esutjss-285	308	4	on	on	ADP
esutjss-285	308	5	underwriting	underwriting	NOUN
esutjss-285	308	6	factors	factor	NOUN
esutjss-285	308	7	and	and	CCONJ
esutjss-285	308	8	acknowledges	acknowledge	VERB
esutjss-285	308	9	the	the	DET
esutjss-285	308	10	high	high	ADJ
esutjss-285	308	11	rate	rate	NOUN
esutjss-285	308	12	of	of	ADP
esutjss-285	308	13	road	road	NOUN
esutjss-285	308	14	accidents	accident	NOUN
esutjss-285	308	15	as	as	ADP
esutjss-285	308	16	a	a	DET
esutjss-285	308	17	problem	problem	NOUN
esutjss-285	308	18	.	.	PUNCT
esutjss-285	309	1	however	however	ADV
esutjss-285	309	2	,	,	PUNCT
esutjss-285	309	3	it	it	PRON
esutjss-285	309	4	does	do	AUX
esutjss-285	309	5	not	not	PART
esutjss-285	309	6	empirically	empirically	ADV
esutjss-285	309	7	link	link	VERB
esutjss-285	309	8	specific	specific	ADJ
esutjss-285	309	9	road	road	NOUN
esutjss-285	309	10	infrastructure	infrastructure	NOUN
esutjss-285	309	11	deficiencies	deficiency	NOUN
esutjss-285	309	12	to	to	ADP
esutjss-285	309	13	the	the	DET
esutjss-285	309	14	frequency	frequency	NOUN
esutjss-285	309	15	of	of	ADP
esutjss-285	309	16	motor	motor	NOUN
esutjss-285	309	17	insurance	insurance	NOUN
esutjss-285	309	18	claims	claim	NOUN
esutjss-285	309	19	.	.	PUNCT
esutjss-285	310	1	it	it	PRON
esutjss-285	310	2	highlights	highlight	VERB
esutjss-285	310	3	the	the	DET
esutjss-285	310	4	general	general	ADJ
esutjss-285	310	5	problem	problem	NOUN
esutjss-285	310	6	of	of	ADP
esutjss-285	310	7	accidents	accident	NOUN
esutjss-285	310	8	that	that	PRON
esutjss-285	310	9	lead	lead	VERB
esutjss-285	310	10	to	to	ADP
esutjss-285	310	11	claims	claim	NOUN
esutjss-285	310	12	.	.	PUNCT
esutjss-285	311	1	onatola	onatola	PROPN
esutjss-285	311	2	,	,	PUNCT
esutjss-285	311	3	(	(	PUNCT
esutjss-285	311	4	n.d	n.d	PROPN
esutjss-285	311	5	)	)	PUNCT
esutjss-285	311	6	to	to	PART
esutjss-285	311	7	examine	examine	VERB
esutjss-285	311	8	the	the	DET
esutjss-285	311	9	impact	impact	NOUN
esutjss-285	311	10	of	of	ADP
esutjss-285	311	11	motor	motor	NOUN
esutjss-285	311	12	vehicle	vehicle	NOUN
esutjss-285	311	13	(	(	PUNCT
esutjss-285	311	14	third	third	ADJ
esutjss-285	311	15	party	party	NOUN
esutjss-285	311	16	)	)	PUNCT
esutjss-285	311	17	insurance	insurance	NOUN
esutjss-285	311	18	regulation	regulation	NOUN
esutjss-285	311	19	compliance	compliance	NOUN
esutjss-285	311	20	on	on	ADP
esutjss-285	311	21	road	road	NOUN
esutjss-285	311	22	traffic	traffic	NOUN
esutjss-285	311	23	liability	liability	NOUN
esutjss-285	311	24	risk	risk	NOUN
esutjss-285	311	25	management	management	NOUN
esutjss-285	311	26	.	.	PUNCT
esutjss-285	312	1	adopted	adopt	VERB
esutjss-285	312	2	enforcement	enforcement	NOUN
esutjss-285	312	3	theory	theory	NOUN
esutjss-285	312	4	and	and	CCONJ
esutjss-285	312	5	compliance	compliance	NOUN
esutjss-285	312	6	theory	theory	NOUN
esutjss-285	312	7	of	of	ADP
esutjss-285	312	8	regulation	regulation	NOUN
esutjss-285	312	9	.	.	PUNCT
esutjss-285	313	1	data	datum	NOUN
esutjss-285	313	2	on	on	ADP
esutjss-285	313	3	registered	register	VERB
esutjss-285	313	4	and	and	CCONJ
esutjss-285	313	5	insured	insured	ADJ
esutjss-285	313	6	vehicles	vehicle	NOUN
esutjss-285	313	7	obtained	obtain	VERB
esutjss-285	313	8	from	from	ADP
esutjss-285	313	9	frsc	frsc	NOUN
esutjss-285	313	10	and	and	CCONJ
esutjss-285	313	11	nia	nia	PROPN
esutjss-285	313	12	.	.	PROPN
esutjss-285	313	13	road	road	NOUN
esutjss-285	313	14	traffic	traffic	NOUN
esutjss-285	313	15	accidents	accident	NOUN
esutjss-285	313	16	significantly	significantly	ADV
esutjss-285	313	17	affect	affect	VERB
esutjss-285	313	18	socio	socio	NOUN
esutjss-285	313	19	-	-	PUNCT
esutjss-285	313	20	economic	economic	ADJ
esutjss-285	313	21	development	development	NOUN
esutjss-285	313	22	in	in	ADP
esutjss-285	313	23	nigeria	nigeria	PROPN
esutjss-285	313	24	,	,	PUNCT
esutjss-285	313	25	leading	lead	VERB
esutjss-285	313	26	to	to	ADP
esutjss-285	313	27	financial	financial	ADJ
esutjss-285	313	28	costs	cost	NOUN
esutjss-285	313	29	.	.	PUNCT
esutjss-285	314	1	the	the	DET
esutjss-285	314	2	economic	economic	ADJ
esutjss-285	314	3	cost	cost	NOUN
esutjss-285	314	4	of	of	ADP
esutjss-285	314	5	road	road	NOUN
esutjss-285	314	6	traffic	traffic	NOUN
esutjss-285	314	7	injuries	injury	NOUN
esutjss-285	314	8	is	be	AUX
esutjss-285	314	9	huge	huge	ADJ
esutjss-285	314	10	,	,	PUNCT
esutjss-285	314	11	taking	take	VERB
esutjss-285	314	12	between	between	ADP
esutjss-285	314	13	1	1	NUM
esutjss-285	314	14	%	%	NOUN
esutjss-285	314	15	to	to	PART
esutjss-285	314	16	3	3	NUM
esutjss-285	314	17	%	%	NOUN
esutjss-285	314	18	of	of	ADP
esutjss-285	314	19	gdp	gdp	NOUN
esutjss-285	314	20	in	in	ADP
esutjss-285	314	21	most	most	ADJ
esutjss-285	314	22	countries	country	NOUN
esutjss-285	314	23	.	.	PUNCT
esutjss-285	315	1	this	this	DET
esutjss-285	315	2	study	study	NOUN
esutjss-285	315	3	highlights	highlight	VERB
esutjss-285	315	4	the	the	DET
esutjss-285	315	5	significant	significant	ADJ
esutjss-285	315	6	financial	financial	ADJ
esutjss-285	315	7	burden	burden	NOUN
esutjss-285	315	8	of	of	ADP
esutjss-285	315	9	road	road	NOUN
esutjss-285	315	10	traffic	traffic	NOUN
esutjss-285	315	11	accidents	accident	NOUN
esutjss-285	315	12	.	.	PUNCT
esutjss-285	316	1	however	however	ADV
esutjss-285	316	2	,	,	PUNCT
esutjss-285	316	3	it	it	PRON
esutjss-285	316	4	does	do	AUX
esutjss-285	316	5	not	not	PART
esutjss-285	316	6	specifically	specifically	ADV
esutjss-285	316	7	isolate	isolate	VERB
esutjss-285	316	8	the	the	DET
esutjss-285	316	9	impact	impact	NOUN
esutjss-285	316	10	of	of	ADP
esutjss-285	316	11	road	road	NOUN
esutjss-285	316	12	infrastructure	infrastructure	NOUN
esutjss-285	316	13	quality	quality	NOUN
esutjss-285	316	14	on	on	ADP
esutjss-285	316	15	the	the	DET
esutjss-285	316	16	severity	severity	NOUN
esutjss-285	316	17	and	and	CCONJ
esutjss-285	316	18	cost	cost	NOUN
esutjss-285	316	19	of	of	ADP
esutjss-285	316	20	motor	motor	NOUN
esutjss-285	316	21	insurance	insurance	NOUN
esutjss-285	316	22	claims	claim	NOUN
esutjss-285	316	23	.	.	PUNCT
esutjss-285	317	1	it	it	PRON
esutjss-285	317	2	focuses	focus	VERB
esutjss-285	317	3	on	on	ADP
esutjss-285	317	4	the	the	DET
esutjss-285	317	5	broader	broad	ADJ
esutjss-285	317	6	economic	economic	ADJ
esutjss-285	317	7	impact	impact	NOUN
esutjss-285	317	8	of	of	ADP
esutjss-285	317	9	accidents	accident	NOUN
esutjss-285	317	10	and	and	CCONJ
esutjss-285	317	11	the	the	DET
esutjss-285	317	12	role	role	NOUN
esutjss-285	317	13	of	of	ADP
esutjss-285	317	14	third	third	ADJ
esutjss-285	317	15	-	-	PUNCT
esutjss-285	317	16	party	party	NOUN
esutjss-285	317	17	insurance	insurance	NOUN
esutjss-285	317	18	.	.	PUNCT
esutjss-285	318	1	nem	nem	PROPN
esutjss-285	318	2	insurance	insurance	PROPN
esutjss-285	318	3	plc	plc	PROPN
esutjss-285	318	4	(	(	PUNCT
esutjss-285	318	5	2018	2018	NUM
esutjss-285	318	6	)	)	PUNCT
esutjss-285	318	7	to	to	PART
esutjss-285	318	8	discuss	discuss	VERB
esutjss-285	318	9	the	the	DET
esutjss-285	318	10	linkage	linkage	NOUN
esutjss-285	318	11	among	among	ADP
esutjss-285	318	12	insurance	insurance	NOUN
esutjss-285	318	13	,	,	PUNCT
esutjss-285	318	14	infrastructure	infrastructure	NOUN
esutjss-285	318	15	,	,	PUNCT
esutjss-285	318	16	and	and	CCONJ
esutjss-285	318	17	economic	economic	ADJ
esutjss-285	318	18	growth	growth	NOUN
esutjss-285	318	19	in	in	ADP
esutjss-285	318	20	nigeria	nigeria	PROPN
esutjss-285	318	21	.	.	PUNCT
esutjss-285	319	1	not	not	PART
esutjss-285	319	2	an	an	DET
esutjss-285	319	3	empirical	empirical	ADJ
esutjss-285	319	4	study	study	NOUN
esutjss-285	319	5	with	with	ADP
esutjss-285	319	6	a	a	DET
esutjss-285	319	7	specific	specific	ADJ
esutjss-285	319	8	methodology	methodology	NOUN
esutjss-285	319	9	;	;	PUNCT
esutjss-285	319	10	rather	rather	ADV
esutjss-285	319	11	,	,	PUNCT
esutjss-285	319	12	it	it	PRON
esutjss-285	319	13	's	be	AUX
esutjss-285	319	14	a	a	DET
esutjss-285	319	15	statement	statement	NOUN
esutjss-285	319	16	from	from	ADP
esutjss-285	319	17	an	an	DET
esutjss-285	319	18	industry	industry	NOUN
esutjss-285	319	19	expert	expert	NOUN
esutjss-285	319	20	.	.	PUNCT
esutjss-285	320	1	good	good	ADJ
esutjss-285	320	2	roads	road	NOUN
esutjss-285	320	3	will	will	AUX
esutjss-285	320	4	reduce	reduce	VERB
esutjss-285	320	5	the	the	DET
esutjss-285	320	6	number	number	NOUN
esutjss-285	320	7	of	of	ADP
esutjss-285	320	8	accidents	accident	NOUN
esutjss-285	320	9	,	,	PUNCT
esutjss-285	320	10	thereby	thereby	ADV
esutjss-285	320	11	leading	lead	VERB
esutjss-285	320	12	to	to	ADP
esutjss-285	320	13	a	a	DET
esutjss-285	320	14	reduction	reduction	NOUN
esutjss-285	320	15	in	in	ADP
esutjss-285	320	16	claims	claim	NOUN
esutjss-285	320	17	on	on	ADP
esutjss-285	320	18	motor	motor	NOUN
esutjss-285	320	19	insurance	insurance	NOUN
esutjss-285	320	20	.	.	PUNCT
esutjss-285	321	1	this	this	PRON
esutjss-285	321	2	is	be	AUX
esutjss-285	321	3	a	a	DET
esutjss-285	321	4	strong	strong	ADJ
esutjss-285	321	5	qualitative	qualitative	ADJ
esutjss-285	321	6	statement	statement	NOUN
esutjss-285	321	7	from	from	ADP
esutjss-285	321	8	an	an	DET
esutjss-285	321	9	industry	industry	NOUN
esutjss-285	321	10	expert	expert	NOUN
esutjss-285	321	11	suggesting	suggest	VERB
esutjss-285	321	12	a	a	DET
esutjss-285	321	13	direct	direct	ADJ
esutjss-285	321	14	link	link	NOUN
esutjss-285	321	15	between	between	ADP
esutjss-285	321	16	good	good	ADJ
esutjss-285	321	17	roads	road	NOUN
esutjss-285	321	18	(	(	PUNCT
esutjss-285	321	19	an	an	DET
esutjss-285	321	20	aspect	aspect	NOUN
esutjss-285	321	21	of	of	ADP
esutjss-285	321	22	infrastructure	infrastructure	NOUN
esutjss-285	321	23	quality	quality	NOUN
esutjss-285	321	24	)	)	PUNCT
esutjss-285	321	25	and	and	CCONJ
esutjss-285	321	26	reduced	reduce	VERB
esutjss-285	321	27	motor	motor	NOUN
esutjss-285	321	28	insurance	insurance	NOUN
esutjss-285	321	29	claims	claim	NOUN
esutjss-285	321	30	.	.	PUNCT
esutjss-285	322	1	however	however	ADV
esutjss-285	322	2	,	,	PUNCT
esutjss-285	322	3	it	it	PRON
esutjss-285	322	4	lacks	lack	VERB
esutjss-285	322	5	empirical	empirical	ADJ
esutjss-285	322	6	data	datum	NOUN
esutjss-285	322	7	and	and	CCONJ
esutjss-285	322	8	a	a	DET
esutjss-285	322	9	specific	specific	ADJ
esutjss-285	322	10	methodology	methodology	NOUN
esutjss-285	322	11	to	to	PART
esutjss-285	322	12	quantify	quantify	VERB
esutjss-285	322	13	this	this	DET
esutjss-285	322	14	impact	impact	NOUN
esutjss-285	322	15	on	on	ADP
esutjss-285	322	16	claim	claim	NOUN
esutjss-285	322	17	severity	severity	NOUN
esutjss-285	322	18	and	and	CCONJ
esutjss-285	322	19	cost	cost	NOUN
esutjss-285	322	20	.	.	PUNCT
esutjss-285	323	1	eneh	eneh	PROPN
esutjss-285	323	2	,	,	PUNCT
esutjss-285	323	3	okosun	okosun	NOUN
esutjss-285	323	4	,	,	PUNCT
esutjss-285	323	5	,	,	PUNCT
esutjss-285	323	6	egbenta	egbenta	ADJ
esutjss-285	323	7	,	,	PUNCT
esutjss-285	323	8	obi	obi	PROPN
esutjss-285	323	9	,	,	PUNCT
esutjss-285	323	10	oloto	oloto	NOUN
esutjss-285	323	11	,	,	PUNCT
esutjss-285	323	12	ubani	ubani	ADJ
esutjss-285	323	13	,	,	PUNCT
esutjss-285	323	14	&	&	CCONJ
esutjss-285	323	15	eneonwo	eneonwo	PROPN
esutjss-285	323	16	,	,	PUNCT
esutjss-285	323	17	(	(	PUNCT
esutjss-285	323	18	2023	2023	NUM
esutjss-285	323	19	)	)	PUNCT
esutjss-285	323	20	to	to	PART
esutjss-285	323	21	analyze	analyze	VERB
esutjss-285	323	22	road	road	NOUN
esutjss-285	323	23	and	and	CCONJ
esutjss-285	323	24	vehicle	vehicle	NOUN
esutjss-285	323	25	qualities	quality	NOUN
esutjss-285	323	26	as	as	ADP
esutjss-285	323	27	major	major	ADJ
esutjss-285	323	28	factors	factor	NOUN
esutjss-285	323	29	of	of	ADP
esutjss-285	323	30	road	road	NOUN
esutjss-285	323	31	traffic	traffic	NOUN
esutjss-285	323	32	carnage	carnage	NOUN
esutjss-285	323	33	in	in	ADP
esutjss-285	323	34	nigeria	nigeria	PROPN
esutjss-285	323	35	.	.	PUNCT
esutjss-285	324	1	longitudinal	longitudinal	ADJ
esutjss-285	324	2	study	study	NOUN
esutjss-285	324	3	regressing	regress	VERB
esutjss-285	324	4	secondary	secondary	ADJ
esutjss-285	324	5	data	datum	NOUN
esutjss-285	324	6	on	on	ADP
esutjss-285	324	7	death	death	NOUN
esutjss-285	324	8	tolls	toll	NOUN
esutjss-285	324	9	against	against	ADP
esutjss-285	324	10	road	road	NOUN
esutjss-285	324	11	quality	quality	NOUN
esutjss-285	324	12	and	and	CCONJ
esutjss-285	324	13	vehicle	vehicle	NOUN
esutjss-285	324	14	quality	quality	NOUN
esutjss-285	324	15	.	.	PUNCT
esutjss-285	325	1	for	for	ADP
esutjss-285	325	2	every	every	DET
esutjss-285	325	3	1	1	NUM
esutjss-285	325	4	%	%	NOUN
esutjss-285	325	5	decrease	decrease	NOUN
esutjss-285	325	6	in	in	ADP
esutjss-285	325	7	road	road	NOUN
esutjss-285	325	8	quality	quality	NOUN
esutjss-285	325	9	,	,	PUNCT
esutjss-285	325	10	death	death	NOUN
esutjss-285	325	11	tolls	toll	NOUN
esutjss-285	325	12	from	from	ADP
esutjss-285	325	13	road	road	NOUN
esutjss-285	325	14	traffic	traffic	NOUN
esutjss-285	325	15	crashes	crash	NOUN
esutjss-285	325	16	in	in	ADP
esutjss-285	325	17	nigeria	nigeria	PROPN
esutjss-285	325	18	increased	increase	VERB
esutjss-285	325	19	by	by	ADP
esutjss-285	325	20	0.00642	0.00642	NUM
esutjss-285	325	21	%	%	NOUN
esutjss-285	325	22	.	.	PUNCT
esutjss-285	326	1	heavy	heavy	ADJ
esutjss-285	326	2	financial	financial	ADJ
esutjss-285	326	3	costs	cost	NOUN
esutjss-285	326	4	are	be	AUX
esutjss-285	326	5	this	this	DET
esutjss-285	326	6	study	study	NOUN
esutjss-285	326	7	empirically	empirically	ADV
esutjss-285	326	8	links	link	VERB
esutjss-285	326	9	road	road	NOUN
esutjss-285	326	10	quality	quality	NOUN
esutjss-285	326	11	to	to	ADP
esutjss-285	326	12	death	death	NOUN
esutjss-285	326	13	tolls	toll	NOUN
esutjss-285	326	14	,	,	PUNCT
esutjss-285	326	15	implying	imply	VERB
esutjss-285	326	16	a	a	DET
esutjss-285	326	17	link	link	NOUN
esutjss-285	326	18	to	to	ADP
esutjss-285	326	19	accident	accident	NOUN
esutjss-285	326	20	severity	severity	NOUN
esutjss-285	326	21	.	.	PUNCT
esutjss-285	327	1	it	it	PRON
esutjss-285	327	2	also	also	ADV
esutjss-285	327	3	mentions	mention	VERB
esutjss-285	327	4	the	the	DET
esutjss-285	327	5	financial	financial	ADJ
esutjss-285	327	6	costs	cost	NOUN
esutjss-285	327	7	of	of	ADP
esutjss-285	327	8	crashes	crash	NOUN
esutjss-285	327	9	.	.	PUNCT
esutjss-285	328	1	however	however	ADV
esutjss-285	328	2	,	,	PUNCT
esutjss-285	328	3	it	it	PRON
esutjss-285	328	4	does	do	AUX
esutjss-285	328	5	not	not	PART
esutjss-285	328	6	directly	directly	ADV
esutjss-285	328	7	evaluate	evaluate	VERB
esutjss-285	328	8	the	the	DET
esutjss-285	328	9	impact	impact	NOUN
esutjss-285	328	10	of	of	ADP
esutjss-285	328	11	road	road	NOUN
esutjss-285	328	12	infrastructure	infrastructure	NOUN
esutjss-285	328	13	quality	quality	NOUN
esutjss-285	328	14	on	on	ADP
esutjss-285	328	15	the	the	DET
esutjss-285	328	16	cost	cost	NOUN
esutjss-285	328	17	of	of	ADP
esutjss-285	328	18	245	245	NUM
esutjss-285	328	19	usually	usually	ADV
esutjss-285	328	20	incurred	incur	VERB
esutjss-285	328	21	from	from	ADP
esutjss-285	328	22	road	road	NOUN
esutjss-285	328	23	crashes	crash	NOUN
esutjss-285	328	24	by	by	ADP
esutjss-285	328	25	way	way	NOUN
esutjss-285	328	26	of	of	ADP
esutjss-285	328	27	repairing	repair	VERB
esutjss-285	328	28	damaged	damage	VERB
esutjss-285	328	29	vehicles	vehicle	NOUN
esutjss-285	328	30	,	,	PUNCT
esutjss-285	328	31	treatment	treatment	NOUN
esutjss-285	328	32	of	of	ADP
esutjss-285	328	33	injuries	injury	NOUN
esutjss-285	328	34	,	,	PUNCT
esutjss-285	328	35	and	and	CCONJ
esutjss-285	328	36	burial	burial	NOUN
esutjss-285	328	37	of	of	ADP
esutjss-285	328	38	deceased	deceased	ADJ
esutjss-285	328	39	victims	victim	NOUN
esutjss-285	328	40	.	.	PUNCT
esutjss-285	329	1	motor	motor	NOUN
esutjss-285	329	2	insurance	insurance	NOUN
esutjss-285	329	3	claims	claim	NOUN
esutjss-285	329	4	,	,	PUNCT
esutjss-285	329	5	specifically	specifically	ADV
esutjss-285	329	6	.	.	PUNCT
esutjss-285	330	1	it	it	PRON
esutjss-285	330	2	focuses	focus	VERB
esutjss-285	330	3	on	on	ADP
esutjss-285	330	4	the	the	DET
esutjss-285	330	5	broader	broad	ADJ
esutjss-285	330	6	impact	impact	NOUN
esutjss-285	330	7	of	of	ADP
esutjss-285	330	8	road	road	NOUN
esutjss-285	330	9	quality	quality	NOUN
esutjss-285	330	10	on	on	ADP
esutjss-285	330	11	fatalities	fatality	NOUN
esutjss-285	330	12	and	and	CCONJ
esutjss-285	330	13	general	general	ADJ
esutjss-285	330	14	financial	financial	ADJ
esutjss-285	330	15	costs	cost	NOUN
esutjss-285	330	16	.	.	PUNCT
esutjss-285	331	1	enyinda	enyinda	ADV
esutjss-285	331	2	(	(	PUNCT
esutjss-285	331	3	2022	2022	NUM
esutjss-285	331	4	)	)	PUNCT
esutjss-285	331	5	to	to	PART
esutjss-285	331	6	assess	assess	VERB
esutjss-285	331	7	the	the	DET
esutjss-285	331	8	trend	trend	NOUN
esutjss-285	331	9	of	of	ADP
esutjss-285	331	10	motor	motor	NOUN
esutjss-285	331	11	accident	accident	NOUN
esutjss-285	331	12	insurance	insurance	NOUN
esutjss-285	331	13	claims	claim	NOUN
esutjss-285	331	14	in	in	ADP
esutjss-285	331	15	nigeria	nigeria	PROPN
esutjss-285	331	16	.	.	PUNCT
esutjss-285	332	1	survey	survey	NOUN
esutjss-285	332	2	research	research	NOUN
esutjss-285	332	3	design	design	NOUN
esutjss-285	332	4	.	.	PUNCT
esutjss-285	333	1	secondary	secondary	ADJ
esutjss-285	333	2	data	datum	NOUN
esutjss-285	333	3	collected	collect	VERB
esutjss-285	333	4	from	from	ADP
esutjss-285	333	5	official	official	ADJ
esutjss-285	333	6	publications	publication	NOUN
esutjss-285	333	7	of	of	ADP
esutjss-285	333	8	selected	select	VERB
esutjss-285	333	9	insurance	insurance	NOUN
esutjss-285	333	10	companies	company	NOUN
esutjss-285	333	11	and	and	CCONJ
esutjss-285	333	12	the	the	DET
esutjss-285	333	13	nigeria	nigeria	PROPN
esutjss-285	333	14	insurance	insurance	PROPN
esutjss-285	333	15	association	association	PROPN
esutjss-285	333	16	.	.	PUNCT
esutjss-285	334	1	descriptive	descriptive	ADJ
esutjss-285	334	2	statistics	statistic	NOUN
esutjss-285	334	3	used	use	VERB
esutjss-285	334	4	for	for	ADP
esutjss-285	334	5	analysis	analysis	NOUN
esutjss-285	334	6	.	.	PUNCT
esutjss-285	335	1	insurance	insurance	NOUN
esutjss-285	335	2	companies	company	NOUN
esutjss-285	335	3	were	be	AUX
esutjss-285	335	4	not	not	PART
esutjss-285	335	5	performing	perform	VERB
esutjss-285	335	6	well	well	ADV
esutjss-285	335	7	in	in	ADP
esutjss-285	335	8	terms	term	NOUN
esutjss-285	335	9	of	of	ADP
esutjss-285	335	10	claims	claim	NOUN
esutjss-285	335	11	settlement	settlement	NOUN
esutjss-285	335	12	until	until	ADP
esutjss-285	335	13	after	after	ADP
esutjss-285	335	14	the	the	DET
esutjss-285	335	15	period	period	NOUN
esutjss-285	335	16	of	of	ADP
esutjss-285	335	17	recapitalization	recapitalization	NOUN
esutjss-285	335	18	.	.	PUNCT
esutjss-285	336	1	claims	claim	NOUN
esutjss-285	336	2	settlement	settlement	NOUN
esutjss-285	336	3	has	have	VERB
esutjss-285	336	4	a	a	DET
esutjss-285	336	5	positive	positive	ADJ
esutjss-285	336	6	effect	effect	NOUN
esutjss-285	336	7	on	on	ADP
esutjss-285	336	8	increasing	increase	VERB
esutjss-285	336	9	policyholder	policyholder	NOUN
esutjss-285	336	10	confidence	confidence	NOUN
esutjss-285	336	11	.	.	PUNCT
esutjss-285	337	1	this	this	DET
esutjss-285	337	2	study	study	NOUN
esutjss-285	337	3	focuses	focus	VERB
esutjss-285	337	4	on	on	ADP
esutjss-285	337	5	the	the	DET
esutjss-285	337	6	trend	trend	NOUN
esutjss-285	337	7	and	and	CCONJ
esutjss-285	337	8	settlement	settlement	NOUN
esutjss-285	337	9	of	of	ADP
esutjss-285	337	10	motor	motor	NOUN
esutjss-285	337	11	insurance	insurance	NOUN
esutjss-285	337	12	claims	claim	NOUN
esutjss-285	337	13	.	.	PUNCT
esutjss-285	338	1	while	while	SCONJ
esutjss-285	338	2	it	it	PRON
esutjss-285	338	3	discusses	discuss	VERB
esutjss-285	338	4	the	the	DET
esutjss-285	338	5	importance	importance	NOUN
esutjss-285	338	6	of	of	ADP
esutjss-285	338	7	claims	claim	NOUN
esutjss-285	338	8	settlement	settlement	NOUN
esutjss-285	338	9	,	,	PUNCT
esutjss-285	338	10	it	it	PRON
esutjss-285	338	11	does	do	AUX
esutjss-285	338	12	not	not	PART
esutjss-285	338	13	directly	directly	ADV
esutjss-285	338	14	evaluate	evaluate	VERB
esutjss-285	338	15	the	the	DET
esutjss-285	338	16	impact	impact	NOUN
esutjss-285	338	17	of	of	ADP
esutjss-285	338	18	road	road	NOUN
esutjss-285	338	19	infrastructure	infrastructure	NOUN
esutjss-285	338	20	quality	quality	NOUN
esutjss-285	338	21	on	on	ADP
esutjss-285	338	22	the	the	DET
esutjss-285	338	23	severity	severity	NOUN
esutjss-285	338	24	or	or	CCONJ
esutjss-285	338	25	cost	cost	NOUN
esutjss-285	338	26	of	of	ADP
esutjss-285	338	27	these	these	DET
esutjss-285	338	28	claims	claim	NOUN
esutjss-285	338	29	.	.	PUNCT
esutjss-285	339	1	it	it	PRON
esutjss-285	339	2	provides	provide	VERB
esutjss-285	339	3	an	an	DET
esutjss-285	339	4	overview	overview	NOUN
esutjss-285	339	5	source	source	NOUN
esutjss-285	339	6	:	:	PUNCT
esutjss-285	339	7	author	author	NOUN
esutjss-285	339	8	’s	’s	PART
esutjss-285	339	9	compilation	compilation	NOUN
esutjss-285	339	10	,	,	PUNCT
esutjss-285	339	11	2025	2025	NUM
esutjss-285	339	12	246	246	NUM
esutjss-285	339	13	methodology	methodology	NOUN
esutjss-285	339	14	this	this	DET
esutjss-285	339	15	research	research	NOUN
esutjss-285	339	16	took	take	VERB
esutjss-285	339	17	a	a	DET
esutjss-285	339	18	quantitative	quantitative	ADJ
esutjss-285	339	19	research	research	NOUN
esutjss-285	339	20	design	design	NOUN
esutjss-285	339	21	because	because	SCONJ
esutjss-285	339	22	it	it	PRON
esutjss-285	339	23	enabled	enable	VERB
esutjss-285	339	24	the	the	DET
esutjss-285	339	25	relationships	relationship	NOUN
esutjss-285	339	26	between	between	ADP
esutjss-285	339	27	measurable	measurable	ADJ
esutjss-285	339	28	variables	variable	NOUN
esutjss-285	339	29	,	,	PUNCT
esutjss-285	339	30	namely	namely	ADV
esutjss-285	339	31	,	,	PUNCT
esutjss-285	339	32	road	road	NOUN
esutjss-285	339	33	infrastructure	infrastructure	NOUN
esutjss-285	339	34	conditions	condition	NOUN
esutjss-285	339	35	and	and	CCONJ
esutjss-285	339	36	motor	motor	NOUN
esutjss-285	339	37	insurance	insurance	NOUN
esutjss-285	339	38	claim	claim	NOUN
esutjss-285	339	39	patterns	pattern	NOUN
esutjss-285	339	40	,	,	PUNCT
esutjss-285	339	41	to	to	PART
esutjss-285	339	42	be	be	AUX
esutjss-285	339	43	investigated	investigate	VERB
esutjss-285	339	44	in	in	ADP
esutjss-285	339	45	a	a	DET
esutjss-285	339	46	systematic	systematic	ADJ
esutjss-285	339	47	manner	manner	NOUN
esutjss-285	339	48	.	.	PUNCT
esutjss-285	340	1	the	the	DET
esutjss-285	340	2	design	design	NOUN
esutjss-285	340	3	used	use	VERB
esutjss-285	340	4	a	a	DET
esutjss-285	340	5	combination	combination	NOUN
esutjss-285	340	6	of	of	ADP
esutjss-285	340	7	descriptive	descriptive	ADJ
esutjss-285	340	8	statistics	statistic	NOUN
esutjss-285	340	9	which	which	PRON
esutjss-285	340	10	is	be	AUX
esutjss-285	340	11	used	use	VERB
esutjss-285	340	12	to	to	PART
esutjss-285	340	13	report	report	VERB
esutjss-285	340	14	on	on	ADP
esutjss-285	340	15	all	all	DET
esutjss-285	340	16	variables	variable	NOUN
esutjss-285	340	17	within	within	ADP
esutjss-285	340	18	a	a	DET
esutjss-285	340	19	data	data	NOUN
esutjss-285	340	20	set	set	VERB
esutjss-285	340	21	,	,	PUNCT
esutjss-285	340	22	inferential	inferential	ADJ
esutjss-285	340	23	statistical	statistical	ADJ
esutjss-285	340	24	analysis	analysis	NOUN
esutjss-285	340	25	which	which	PRON
esutjss-285	340	26	is	be	AUX
esutjss-285	340	27	the	the	DET
esutjss-285	340	28	process	process	NOUN
esutjss-285	340	29	of	of	ADP
esutjss-285	340	30	drawing	draw	VERB
esutjss-285	340	31	general	general	ADJ
esutjss-285	340	32	conclusions	conclusion	NOUN
esutjss-285	340	33	about	about	ADP
esutjss-285	340	34	a	a	DET
esutjss-285	340	35	population	population	NOUN
esutjss-285	340	36	based	base	VERB
esutjss-285	340	37	on	on	ADP
esutjss-285	340	38	a	a	DET
esutjss-285	340	39	sample	sample	NOUN
esutjss-285	340	40	,	,	PUNCT
esutjss-285	340	41	and	and	CCONJ
esutjss-285	340	42	regression	regression	NOUN
esutjss-285	340	43	modeling	modeling	NOUN
esutjss-285	340	44	which	which	PRON
esutjss-285	340	45	is	be	AUX
esutjss-285	340	46	used	use	VERB
esutjss-285	340	47	to	to	PART
esutjss-285	340	48	build	build	VERB
esutjss-285	340	49	a	a	DET
esutjss-285	340	50	model	model	NOUN
esutjss-285	340	51	to	to	PART
esutjss-285	340	52	study	study	VERB
esutjss-285	340	53	the	the	DET
esutjss-285	340	54	relationship	relationship	NOUN
esutjss-285	340	55	between	between	ADP
esutjss-285	340	56	a	a	DET
esutjss-285	340	57	dependent	dependent	ADJ
esutjss-285	340	58	variable	variable	NOUN
esutjss-285	340	59	and	and	CCONJ
esutjss-285	340	60	at	at	ADV
esutjss-285	340	61	least	least	ADJ
esutjss-285	340	62	one	one	NUM
esutjss-285	340	63	independent	independent	ADJ
esutjss-285	340	64	variable	variable	NOUN
esutjss-285	340	65	.	.	PUNCT
esutjss-285	341	1	data	datum	NOUN
esutjss-285	341	2	were	be	AUX
esutjss-285	341	3	collected	collect	VERB
esutjss-285	341	4	in	in	ADP
esutjss-285	341	5	lagos	lagos	NOUN
esutjss-285	341	6	state	state	NOUN
esutjss-285	341	7	,	,	PUNCT
esutjss-285	341	8	the	the	DET
esutjss-285	341	9	commercial	commercial	ADJ
esutjss-285	341	10	capital	capital	NOUN
esutjss-285	341	11	of	of	ADP
esutjss-285	341	12	nigeria	nigeria	PROPN
esutjss-285	341	13	and	and	CCONJ
esutjss-285	341	14	one	one	NUM
esutjss-285	341	15	of	of	ADP
esutjss-285	341	16	the	the	DET
esutjss-285	341	17	most	most	ADV
esutjss-285	341	18	populous	populous	ADJ
esutjss-285	341	19	cities	city	NOUN
esutjss-285	341	20	in	in	ADP
esutjss-285	341	21	africa	africa	PROPN
esutjss-285	341	22	.	.	PUNCT
esutjss-285	342	1	lagos	lago	NOUN
esutjss-285	342	2	was	be	AUX
esutjss-285	342	3	chosen	choose	VERB
esutjss-285	342	4	owing	owe	VERB
esutjss-285	342	5	to	to	ADP
esutjss-285	342	6	its	its	PRON
esutjss-285	342	7	heavy	heavy	ADJ
esutjss-285	342	8	automobile	automobile	NOUN
esutjss-285	342	9	population	population	NOUN
esutjss-285	342	10	,	,	PUNCT
esutjss-285	342	11	high	high	ADJ
esutjss-285	342	12	traffic	traffic	NOUN
esutjss-285	342	13	facing	facing	NOUN
esutjss-285	342	14	,	,	PUNCT
esutjss-285	342	15	and	and	CCONJ
esutjss-285	342	16	congestion	congestion	NOUN
esutjss-285	342	17	situations	situation	NOUN
esutjss-285	342	18	and	and	CCONJ
esutjss-285	342	19	documented	document	VERB
esutjss-285	342	20	issues	issue	NOUN
esutjss-285	342	21	about	about	ADP
esutjss-285	342	22	road	road	NOUN
esutjss-285	342	23	infrastructure	infrastructure	NOUN
esutjss-285	342	24	wear	wear	VERB
esutjss-285	342	25	out	out	ADP
esutjss-285	342	26	.	.	PUNCT
esutjss-285	343	1	these	these	DET
esutjss-285	343	2	conditions	condition	NOUN
esutjss-285	343	3	render	render	VERB
esutjss-285	343	4	it	it	PRON
esutjss-285	343	5	an	an	DET
esutjss-285	343	6	ideal	ideal	ADJ
esutjss-285	343	7	case	case	NOUN
esutjss-285	343	8	study	study	NOUN
esutjss-285	343	9	in	in	ADP
esutjss-285	343	10	studying	study	VERB
esutjss-285	343	11	the	the	DET
esutjss-285	343	12	impacts	impact	NOUN
esutjss-285	343	13	of	of	ADP
esutjss-285	343	14	unfavorable	unfavorable	ADJ
esutjss-285	343	15	road	road	NOUN
esutjss-285	343	16	conditions	condition	NOUN
esutjss-285	343	17	on	on	ADP
esutjss-285	343	18	accident	accident	NOUN
esutjss-285	343	19	incidences	incidence	NOUN
esutjss-285	343	20	,	,	PUNCT
esutjss-285	343	21	and	and	CCONJ
esutjss-285	343	22	hence	hence	ADV
esutjss-285	343	23	motor	motor	NOUN
esutjss-285	343	24	insurance	insurance	NOUN
esutjss-285	343	25	claims	claim	NOUN
esutjss-285	343	26	.	.	PUNCT
esutjss-285	344	1	lagos	lago	NOUN
esutjss-285	344	2	has	have	VERB
esutjss-285	344	3	a	a	DET
esutjss-285	344	4	distinctive	distinctive	ADJ
esutjss-285	344	5	constellation	constellation	NOUN
esutjss-285	344	6	of	of	ADP
esutjss-285	344	7	urban	urban	ADJ
esutjss-285	344	8	infrastructure	infrastructure	NOUN
esutjss-285	344	9	problems	problem	NOUN
esutjss-285	344	10	with	with	ADP
esutjss-285	344	11	widespread	widespread	ADJ
esutjss-285	344	12	potholes	pothole	NOUN
esutjss-285	344	13	and	and	CCONJ
esutjss-285	344	14	rugged	rugged	ADJ
esutjss-285	344	15	roads	road	NOUN
esutjss-285	344	16	,	,	PUNCT
esutjss-285	344	17	lack	lack	NOUN
esutjss-285	344	18	of	of	ADP
esutjss-285	344	19	proper	proper	ADJ
esutjss-285	344	20	signs	sign	NOUN
esutjss-285	344	21	and	and	CCONJ
esutjss-285	344	22	street	street	NOUN
esutjss-285	344	23	lighting	lighting	NOUN
esutjss-285	344	24	,	,	PUNCT
esutjss-285	344	25	poor	poor	ADJ
esutjss-285	344	26	drainage	drainage	NOUN
esutjss-285	344	27	and	and	CCONJ
esutjss-285	344	28	flooding	flooding	NOUN
esutjss-285	344	29	of	of	ADP
esutjss-285	344	30	roads	road	NOUN
esutjss-285	344	31	,	,	PUNCT
esutjss-285	344	32	and	and	CCONJ
esutjss-285	344	33	prevalence	prevalence	NOUN
esutjss-285	344	34	of	of	ADP
esutjss-285	344	35	accidents	accident	NOUN
esutjss-285	344	36	.	.	PUNCT
esutjss-285	345	1	these	these	DET
esutjss-285	345	2	attributes	attribute	VERB
esutjss-285	345	3	support	support	VERB
esutjss-285	345	4	the	the	DET
esutjss-285	345	5	use	use	NOUN
esutjss-285	345	6	of	of	ADP
esutjss-285	345	7	lagos	lago	NOUN
esutjss-285	345	8	as	as	ADP
esutjss-285	345	9	an	an	DET
esutjss-285	345	10	example	example	NOUN
esutjss-285	345	11	to	to	PART
esutjss-285	345	12	reflect	reflect	VERB
esutjss-285	345	13	overall	overall	ADJ
esutjss-285	345	14	national	national	ADJ
esutjss-285	345	15	trends	trend	NOUN
esutjss-285	345	16	in	in	ADP
esutjss-285	345	17	road	road	NOUN
esutjss-285	345	18	safety	safety	NOUN
esutjss-285	345	19	and	and	CCONJ
esutjss-285	345	20	motor	motor	NOUN
esutjss-285	345	21	insurance	insurance	NOUN
esutjss-285	345	22	claims	claim	NOUN
esutjss-285	345	23	.	.	PUNCT
esutjss-285	346	1	the	the	DET
esutjss-285	346	2	study	study	NOUN
esutjss-285	346	3	's	's	PART
esutjss-285	346	4	population	population	NOUN
esutjss-285	346	5	included	include	VERB
esutjss-285	346	6	both	both	DET
esutjss-285	346	7	motor	motor	NOUN
esutjss-285	346	8	insurance	insurance	NOUN
esutjss-285	346	9	policyholders	policyholder	NOUN
esutjss-285	346	10	and	and	CCONJ
esutjss-285	346	11	the	the	DET
esutjss-285	346	12	insurance	insurance	NOUN
esutjss-285	346	13	companies	company	NOUN
esutjss-285	346	14	operating	operate	VERB
esutjss-285	346	15	in	in	ADP
esutjss-285	346	16	lagos	lagos	PROPN
esutjss-285	346	17	state	state	NOUN
esutjss-285	346	18	,	,	PUNCT
esutjss-285	346	19	nigeria	nigeria	PROPN
esutjss-285	346	20	.	.	PUNCT
esutjss-285	347	1	the	the	DET
esutjss-285	347	2	state	state	NOUN
esutjss-285	347	3	of	of	ADP
esutjss-285	347	4	lagos	lago	NOUN
esutjss-285	347	5	was	be	AUX
esutjss-285	347	6	selected	select	VERB
esutjss-285	347	7	because	because	SCONJ
esutjss-285	347	8	of	of	ADP
esutjss-285	347	9	the	the	DET
esutjss-285	347	10	density	density	NOUN
esutjss-285	347	11	of	of	ADP
esutjss-285	347	12	its	its	PRON
esutjss-285	347	13	vehicles	vehicle	NOUN
esutjss-285	347	14	,	,	PUNCT
esutjss-285	347	15	major	major	ADJ
esutjss-285	347	16	road	road	NOUN
esutjss-285	347	17	infrastructure	infrastructure	NOUN
esutjss-285	347	18	issues	issue	NOUN
esutjss-285	347	19	,	,	PUNCT
esutjss-285	347	20	as	as	ADV
esutjss-285	347	21	well	well	ADV
esutjss-285	347	22	as	as	ADP
esutjss-285	347	23	being	be	AUX
esutjss-285	347	24	an	an	DET
esutjss-285	347	25	insurance	insurance	NOUN
esutjss-285	347	26	capital	capital	NOUN
esutjss-285	347	27	.	.	PUNCT
esutjss-285	348	1	this	this	DET
esutjss-285	348	2	combined	combined	ADJ
esutjss-285	348	3	population	population	NOUN
esutjss-285	348	4	was	be	AUX
esutjss-285	348	5	able	able	ADJ
esutjss-285	348	6	to	to	PART
esutjss-285	348	7	provide	provide	VERB
esutjss-285	348	8	a	a	DET
esutjss-285	348	9	comprehensive	comprehensive	ADJ
esutjss-285	348	10	picture	picture	NOUN
esutjss-285	348	11	of	of	ADP
esutjss-285	348	12	the	the	DET
esutjss-285	348	13	policyholder	policyholder	NOUN
esutjss-285	348	14	(	(	PUNCT
esutjss-285	348	15	demand	demand	NOUN
esutjss-285	348	16	)	)	PUNCT
esutjss-285	348	17	and	and	CCONJ
esutjss-285	348	18	the	the	DET
esutjss-285	348	19	insurer	insurer	NOUN
esutjss-285	348	20	(	(	PUNCT
esutjss-285	348	21	supply	supply	NOUN
esutjss-285	348	22	)	)	PUNCT
esutjss-285	348	23	points	point	NOUN
esutjss-285	348	24	of	of	ADP
esutjss-285	348	25	view	view	NOUN
esutjss-285	348	26	.	.	PUNCT
esutjss-285	349	1	to	to	PART
esutjss-285	349	2	determine	determine	VERB
esutjss-285	349	3	sample	sample	NOUN
esutjss-285	349	4	size	size	NOUN
esutjss-285	349	5	,	,	PUNCT
esutjss-285	349	6	a	a	DET
esutjss-285	349	7	multi	multi	ADJ
esutjss-285	349	8	-	-	ADJ
esutjss-285	349	9	stage	stage	ADJ
esutjss-285	349	10	sampling	sampling	NOUN
esutjss-285	349	11	technique	technique	NOUN
esutjss-285	349	12	was	be	AUX
esutjss-285	349	13	used	use	VERB
esutjss-285	349	14	.	.	PUNCT
esutjss-285	350	1	the	the	DET
esutjss-285	350	2	purposive	purposive	ADJ
esutjss-285	350	3	sampling	sampling	NOUN
esutjss-285	350	4	method	method	NOUN
esutjss-285	350	5	was	be	AUX
esutjss-285	350	6	used	use	VERB
esutjss-285	350	7	to	to	PART
esutjss-285	350	8	select	select	VERB
esutjss-285	350	9	major	major	ADJ
esutjss-285	350	10	motor	motor	NOUN
esutjss-285	350	11	insurance	insurance	NOUN
esutjss-285	350	12	firms	firm	NOUN
esutjss-285	350	13	in	in	ADP
esutjss-285	350	14	the	the	DET
esutjss-285	350	15	lagos	lagos	NOUN
esutjss-285	350	16	state	state	NOUN
esutjss-285	350	17	based	base	VERB
esutjss-285	350	18	on	on	ADP
esutjss-285	350	19	both	both	CCONJ
esutjss-285	350	20	the	the	DET
esutjss-285	350	21	market	market	NOUN
esutjss-285	350	22	share	share	NOUN
esutjss-285	350	23	and	and	CCONJ
esutjss-285	350	24	the	the	DET
esutjss-285	350	25	availability	availability	NOUN
esutjss-285	350	26	of	of	ADP
esutjss-285	350	27	claims	claim	NOUN
esutjss-285	350	28	data	data	NOUN
esutjss-285	350	29	/	/	SYM
esutjss-285	350	30	information	information	NOUN
esutjss-285	350	31	.	.	PUNCT
esutjss-285	351	1	lagos	lago	NOUN
esutjss-285	351	2	state	state	NOUN
esutjss-285	351	3	was	be	AUX
esutjss-285	351	4	separated	separate	VERB
esutjss-285	351	5	into	into	ADP
esutjss-285	351	6	local	local	ADJ
esutjss-285	351	7	government	government	NOUN
esutjss-285	351	8	area	area	NOUN
esutjss-285	351	9	(	(	PUNCT
esutjss-285	351	10	lgas	lgas	NOUN
esutjss-285	351	11	)	)	PUNCT
esutjss-285	351	12	in	in	ADP
esutjss-285	351	13	an	an	DET
esutjss-285	351	14	effort	effort	NOUN
esutjss-285	351	15	to	to	PART
esutjss-285	351	16	reflect	reflect	VERB
esutjss-285	351	17	the	the	DET
esutjss-285	351	18	existence	existence	NOUN
esutjss-285	351	19	of	of	ADP
esutjss-285	351	20	the	the	DET
esutjss-285	351	21	different	different	ADJ
esutjss-285	351	22	rates	rate	NOUN
esutjss-285	351	23	of	of	ADP
esutjss-285	351	24	road	road	NOUN
esutjss-285	351	25	condition	condition	NOUN
esutjss-285	351	26	.	.	PUNCT
esutjss-285	352	1	individual	individual	ADJ
esutjss-285	352	2	policy	policy	NOUN
esutjss-285	352	3	holders	holder	NOUN
esutjss-285	352	4	were	be	AUX
esutjss-285	352	5	sampled	sample	VERB
esutjss-285	352	6	using	use	VERB
esutjss-285	352	7	simple	simple	ADJ
esutjss-285	352	8	random	random	ADJ
esutjss-285	352	9	sampling	sampling	NOUN
esutjss-285	352	10	within	within	ADP
esutjss-285	352	11	the	the	DET
esutjss-285	352	12	respective	respective	ADJ
esutjss-285	352	13	strata	strata	NOUN
esutjss-285	352	14	of	of	ADP
esutjss-285	352	15	client	client	NOUN
esutjss-285	352	16	databases	database	NOUN
esutjss-285	352	17	.	.	PUNCT
esutjss-285	353	1	the	the	DET
esutjss-285	353	2	policyholder	policyholder	NOUN
esutjss-285	353	3	sample	sample	NOUN
esutjss-285	353	4	size	size	NOUN
esutjss-285	353	5	was	be	AUX
esutjss-285	353	6	statistically	statistically	ADV
esutjss-285	353	7	selected	select	VERB
esutjss-285	353	8	,	,	PUNCT
esutjss-285	353	9	as	as	SCONJ
esutjss-285	353	10	it	it	PRON
esutjss-285	353	11	is	be	AUX
esutjss-285	353	12	322	322	NUM
esutjss-285	353	13	observations	observation	NOUN
esutjss-285	353	14	.	.	PUNCT
esutjss-285	354	1	both	both	DET
esutjss-285	354	2	primary	primary	ADJ
esutjss-285	354	3	and	and	CCONJ
esutjss-285	354	4	secondary	secondary	ADJ
esutjss-285	354	5	data	datum	NOUN
esutjss-285	354	6	gathering	gathering	NOUN
esutjss-285	354	7	tools	tool	NOUN
esutjss-285	354	8	were	be	AUX
esutjss-285	354	9	employed	employ	VERB
esutjss-285	354	10	.	.	PUNCT
esutjss-285	355	1	the	the	DET
esutjss-285	355	2	primary	primary	ADJ
esutjss-285	355	3	data	datum	NOUN
esutjss-285	355	4	was	be	AUX
esutjss-285	355	5	a	a	DET
esutjss-285	355	6	structured	structured	ADJ
esutjss-285	355	7	questionnaire	questionnaire	NOUN
esutjss-285	355	8	that	that	PRON
esutjss-285	355	9	was	be	AUX
esutjss-285	355	10	administered	administer	VERB
esutjss-285	355	11	to	to	ADP
esutjss-285	355	12	the	the	DET
esutjss-285	355	13	motor	motor	NOUN
esutjss-285	355	14	insurance	insurance	NOUN
esutjss-285	355	15	policy	policy	NOUN
esutjss-285	355	16	holders	holder	NOUN
esutjss-285	355	17	.	.	PUNCT
esutjss-285	356	1	this	this	DET
esutjss-285	356	2	questionnaire	questionnaire	NOUN
esutjss-285	356	3	included	include	VERB
esutjss-285	356	4	questions	question	NOUN
esutjss-285	356	5	on	on	ADP
esutjss-285	356	6	demographics	demographic	NOUN
esutjss-285	356	7	,	,	PUNCT
esutjss-285	356	8	perceptions	perception	NOUN
esutjss-285	356	9	of	of	ADP
esutjss-285	356	10	the	the	DET
esutjss-285	356	11	lack	lack	NOUN
esutjss-285	356	12	of	of	ADP
esutjss-285	356	13	road	road	NOUN
esutjss-285	356	14	infrastructures	infrastructure	NOUN
esutjss-285	356	15	(	(	PUNCT
esutjss-285	356	16	with	with	ADP
esutjss-285	356	17	and	and	CCONJ
esutjss-285	356	18	without	without	ADP
esutjss-285	356	19	potholes	pothole	NOUN
esutjss-285	356	20	,	,	PUNCT
esutjss-285	356	21	signage	signage	NOUN
esutjss-285	356	22	,	,	PUNCT
esutjss-285	356	23	lighting	lighting	NOUN
esutjss-285	356	24	,	,	PUNCT
esutjss-285	356	25	drainage	drainage	NOUN
esutjss-285	356	26	,	,	PUNCT
esutjss-285	356	27	intersections	intersection	NOUN
esutjss-285	356	28	,	,	PUNCT
esutjss-285	356	29	traffic	traffic	NOUN
esutjss-285	356	30	calming	calm	VERB
esutjss-285	356	31	measures	measure	NOUN
esutjss-285	356	32	,	,	PUNCT
esutjss-285	356	33	on	on	ADP
esutjss-285	356	34	a	a	DET
esutjss-285	356	35	likert	likert	ADJ
esutjss-285	356	36	scale	scale	NOUN
esutjss-285	356	37	)	)	PUNCT
esutjss-285	356	38	,	,	PUNCT
esutjss-285	356	39	and	and	CCONJ
esutjss-285	356	40	motor	motor	NOUN
esutjss-285	356	41	insurance	insurance	NOUN
esutjss-285	356	42	claim	claim	NOUN
esutjss-285	356	43	experiences	experience	NOUN
esutjss-285	356	44	(	(	PUNCT
esutjss-285	356	45	frequency	frequency	NOUN
esutjss-285	356	46	,	,	PUNCT
esutjss-285	356	47	perception	perception	NOUN
esutjss-285	356	48	of	of	ADP
esutjss-285	356	49	the	the	DET
esutjss-285	356	50	cause	cause	NOUN
esutjss-285	356	51	attributable	attributable	ADJ
esutjss-285	356	52	to	to	ADP
esutjss-285	356	53	road	road	NOUN
esutjss-285	356	54	condition	condition	NOUN
esutjss-285	356	55	and	and	CCONJ
esutjss-285	356	56	cost	cost	NOUN
esutjss-285	356	57	/	/	SYM
esutjss-285	356	58	severity	severity	NOUN
esutjss-285	356	59	)	)	PUNCT
esutjss-285	356	60	.	.	PUNCT
esutjss-285	357	1	it	it	PRON
esutjss-285	357	2	also	also	ADV
esutjss-285	357	3	included	include	VERB
esutjss-285	357	4	questions	question	NOUN
esutjss-285	357	5	concerning	concern	VERB
esutjss-285	357	6	driving	driving	NOUN
esutjss-285	357	7	behaviors	behavior	NOUN
esutjss-285	357	8	,	,	PUNCT
esutjss-285	357	9	type	type	NOUN
esutjss-285	357	10	of	of	ADP
esutjss-285	357	11	the	the	DET
esutjss-285	357	12	car	car	NOUN
esutjss-285	357	13	and	and	CCONJ
esutjss-285	357	14	exposure	exposure	NOUN
esutjss-285	357	15	to	to	ADP
esutjss-285	357	16	varied	varied	ADJ
esutjss-285	357	17	conditions	condition	NOUN
esutjss-285	357	18	on	on	ADP
esutjss-285	357	19	the	the	DET
esutjss-285	357	20	road	road	NOUN
esutjss-285	357	21	.	.	PUNCT
esutjss-285	358	1	secondary	secondary	ADJ
esutjss-285	358	2	data	datum	NOUN
esutjss-285	358	3	included	include	VERB
esutjss-285	358	4	past	past	ADP
esutjss-285	358	5	data	datum	NOUN
esutjss-285	358	6	on	on	ADP
esutjss-285	358	7	motor	motor	NOUN
esutjss-285	358	8	insurance	insurance	NOUN
esutjss-285	358	9	claims	claim	NOUN
esutjss-285	358	10	(	(	PUNCT
esutjss-285	358	11	frequency	frequency	NOUN
esutjss-285	358	12	and	and	CCONJ
esutjss-285	358	13	cost	cost	NOUN
esutjss-285	358	14	/	/	SYM
esutjss-285	358	15	severity	severity	NOUN
esutjss-285	358	16	)	)	PUNCT
esutjss-285	358	17	of	of	ADP
esutjss-285	358	18	selected	select	VERB
esutjss-285	358	19	insurance	insurance	NOUN
esutjss-285	358	20	companies	company	NOUN
esutjss-285	358	21	broken	break	VERB
esutjss-285	358	22	down	down	ADP
esutjss-285	358	23	by	by	ADP
esutjss-285	358	24	possible	possible	ADJ
esutjss-285	358	25	links	link	NOUN
esutjss-285	358	26	to	to	ADP
esutjss-285	358	27	specific	specific	ADJ
esutjss-285	358	28	road	road	NOUN
esutjss-285	358	29	conditions	condition	NOUN
esutjss-285	358	30	or	or	CCONJ
esutjss-285	358	31	geographical	geographical	ADJ
esutjss-285	358	32	localities	locality	NOUN
esutjss-285	358	33	.	.	PUNCT
esutjss-285	359	1	the	the	DET
esutjss-285	359	2	condition	condition	NOUN
esutjss-285	359	3	of	of	ADP
esutjss-285	359	4	roads	road	NOUN
esutjss-285	359	5	,	,	PUNCT
esutjss-285	359	6	maintenance	maintenance	NOUN
esutjss-285	359	7	progress	progress	NOUN
esutjss-285	359	8	,	,	PUNCT
esutjss-285	359	9	and	and	CCONJ
esutjss-285	359	10	the	the	DET
esutjss-285	359	11	advancing	advancing	NOUN
esutjss-285	359	12	of	of	ADP
esutjss-285	359	13	the	the	DET
esutjss-285	359	14	infrastructures	infrastructure	NOUN
esutjss-285	359	15	in	in	ADP
esutjss-285	359	16	different	different	ADJ
esutjss-285	359	17	lgas	lgas	NOUN
esutjss-285	359	18	within	within	ADP
esutjss-285	359	19	lagos	lagos	NOUN
esutjss-285	359	20	state	state	NOUN
esutjss-285	359	21	was	be	AUX
esutjss-285	359	22	obtained	obtain	VERB
esutjss-285	359	23	between	between	ADP
esutjss-285	359	24	corresponding	correspond	VERB
esutjss-285	359	25	government	government	NOUN
esutjss-285	359	26	agencies	agency	NOUN
esutjss-285	359	27	and	and	CCONJ
esutjss-285	359	28	verified	verify	VERB
esutjss-285	359	29	by	by	ADP
esutjss-285	359	30	the	the	DET
esutjss-285	359	31	use	use	NOUN
esutjss-285	359	32	of	of	ADP
esutjss-285	359	33	authoritative	authoritative	ADJ
esutjss-285	359	34	reports	report	NOUN
esutjss-285	359	35	.	.	PUNCT
esutjss-285	360	1	analysis	analysis	NOUN
esutjss-285	360	2	of	of	ADP
esutjss-285	360	3	the	the	DET
esutjss-285	360	4	data	datum	NOUN
esutjss-285	360	5	was	be	AUX
esutjss-285	360	6	conducted	conduct	VERB
esutjss-285	360	7	through	through	ADP
esutjss-285	360	8	use	use	NOUN
esutjss-285	360	9	of	of	ADP
esutjss-285	360	10	descriptive	descriptive	ADJ
esutjss-285	360	11	and	and	CCONJ
esutjss-285	360	12	inferential	inferential	ADJ
esutjss-285	360	13	statistics	statistic	NOUN
esutjss-285	360	14	with	with	ADP
esutjss-285	360	15	spss	spss	ADJ
esutjss-285	360	16	statistical	statistical	ADJ
esutjss-285	360	17	software	software	NOUN
esutjss-285	360	18	.	.	PUNCT
esutjss-285	361	1	demographics	demographic	NOUN
esutjss-285	361	2	and	and	CCONJ
esutjss-285	361	3	variable	variable	ADJ
esutjss-285	361	4	prevalence	prevalence	NOUN
esutjss-285	361	5	were	be	AUX
esutjss-285	361	6	summarized	summarize	VERB
esutjss-285	361	7	using	use	VERB
esutjss-285	361	8	descriptive	descriptive	ADJ
esutjss-285	361	9	statistics	statistic	NOUN
esutjss-285	361	10	such	such	ADJ
esutjss-285	361	11	as	as	ADP
esutjss-285	361	12	frequency	frequency	NOUN
esutjss-285	361	13	distributions	distribution	NOUN
esutjss-285	361	14	,	,	PUNCT
esutjss-285	361	15	percentages	percentage	NOUN
esutjss-285	361	16	,	,	PUNCT
esutjss-285	361	17	means	mean	NOUN
esutjss-285	361	18	,	,	PUNCT
esutjss-285	361	19	and	and	CCONJ
esutjss-285	361	20	standard	standard	ADJ
esutjss-285	361	21	deviations	deviation	NOUN
esutjss-285	361	22	.	.	PUNCT
esutjss-285	362	1	inferential	inferential	ADJ
esutjss-285	362	2	statistics	statistic	NOUN
esutjss-285	362	3	here	here	ADV
esutjss-285	362	4	mostly	mostly	ADV
esutjss-285	362	5	consisted	consist	VERB
esutjss-285	362	6	in	in	ADP
esutjss-285	362	7	multiple	multiple	ADJ
esutjss-285	362	8	regression	regression	NOUN
esutjss-285	362	9	analysis	analysis	NOUN
esutjss-285	362	10	to	to	ADP
esutjss-285	362	11	test	test	NOUN
esutjss-285	362	12	hypothesis	hypothesis	NOUN
esutjss-285	362	13	.	.	PUNCT
esutjss-285	363	1	247	247	NUM
esutjss-285	363	2	result	result	NOUN
esutjss-285	363	3	and	and	CCONJ
esutjss-285	363	4	discussion	discussion	NOUN
esutjss-285	363	5	h₀₁	h₀₁	NOUN
esutjss-285	363	6	:	:	PUNCT
esutjss-285	363	7	there	there	PRON
esutjss-285	363	8	is	be	VERB
esutjss-285	363	9	no	no	DET
esutjss-285	363	10	significant	significant	ADJ
esutjss-285	363	11	relationship	relationship	NOUN
esutjss-285	363	12	between	between	ADP
esutjss-285	363	13	specific	specific	ADJ
esutjss-285	363	14	road	road	NOUN
esutjss-285	363	15	infrastructure	infrastructure	NOUN
esutjss-285	363	16	deficiencies	deficiency	NOUN
esutjss-285	363	17	and	and	CCONJ
esutjss-285	363	18	the	the	DET
esutjss-285	363	19	frequency	frequency	NOUN
esutjss-285	363	20	of	of	ADP
esutjss-285	363	21	motor	motor	NOUN
esutjss-285	363	22	insurance	insurance	NOUN
esutjss-285	363	23	claims	claim	NOUN
esutjss-285	363	24	in	in	ADP
esutjss-285	363	25	nigeria	nigeria	PROPN
esutjss-285	363	26	.	.	PUNCT
esutjss-285	364	1	model	model	NOUN
esutjss-285	364	2	summary	summary	NOUN
esutjss-285	364	3	r	r	NOUN
esutjss-285	364	4	r	r	NOUN
esutjss-285	364	5	square	square	ADJ
esutjss-285	364	6	adjusted	adjust	VERB
esutjss-285	364	7	r	r	NOUN
esutjss-285	364	8	square	square	ADJ
esutjss-285	364	9	std	std	NOUN
esutjss-285	364	10	.	.	PUNCT
esutjss-285	365	1	error	error	NOUN
esutjss-285	365	2	of	of	ADP
esutjss-285	365	3	the	the	DET
esutjss-285	365	4	estimate	estimate	NOUN
esutjss-285	365	5	0.63	0.63	NUM
esutjss-285	365	6	0.397	0.397	NUM
esutjss-285	365	7	0.382	0.382	NUM
esutjss-285	365	8	932.1	932.1	NUM
esutjss-285	365	9	anova	anova	PROPN
esutjss-285	365	10	table	table	NOUN
esutjss-285	365	11	source	source	NOUN
esutjss-285	365	12	sum	sum	NOUN
esutjss-285	365	13	of	of	ADP
esutjss-285	365	14	squares	square	NOUN
esutjss-285	365	15	df	df	PROPN
esutjss-285	365	16	mean	mean	PROPN
esutjss-285	365	17	square	square	PROPN
esutjss-285	365	18	f	f	PROPN
esutjss-285	365	19	sig	sig	PROPN
esutjss-285	365	20	.	.	PUNCT
esutjss-285	366	1	regression	regression	VERB
esutjss-285	366	2	45,200,000	45,200,000	NUM
esutjss-285	366	3	6	6	NUM
esutjss-285	366	4	7,533,333	7,533,333	NUM
esutjss-285	366	5	86.21	86.21	NUM
esutjss-285	366	6	.000	.000	NUM
esutjss-285	366	7	residual	residual	ADJ
esutjss-285	366	8	68,400,000	68,400,000	NUM
esutjss-285	366	9	316	316	NUM
esutjss-285	366	10	216,455	216,455	NUM
esutjss-285	366	11	total	total	NOUN
esutjss-285	366	12	113,600,000	113,600,000	NUM
esutjss-285	366	13	322	322	NUM
esutjss-285	366	14	coefficients	coefficient	NOUN
esutjss-285	366	15	table	table	NOUN
esutjss-285	366	16	variable	variable	ADJ
esutjss-285	366	17	unstandardized	unstandardized	ADJ
esutjss-285	366	18	coefficients	coefficient	NOUN
esutjss-285	366	19	b	b	PRON
esutjss-285	366	20	std	std	NOUN
esutjss-285	366	21	.	.	NOUN
esutjss-285	366	22	error	error	NOUN
esutjss-285	366	23	beta	beta	PROPN
esutjss-285	366	24	t	t	PROPN
esutjss-285	366	25	sig	sig	PROPN
esutjss-285	366	26	.	.	PUNCT
esutjss-285	367	1	(	(	PUNCT
esutjss-285	367	2	constant	constant	ADJ
esutjss-285	367	3	)	)	PUNCT
esutjss-285	367	4	4800.00	4800.00	NUM
esutjss-285	367	5	210.00	210.00	NUM
esutjss-285	367	6	22.86	22.86	NUM
esutjss-285	367	7	.000	.000	NUM
esutjss-285	367	8	potholes	pothole	NOUN
esutjss-285	367	9	120.00	120.00	NUM
esutjss-285	367	10	32.00	32.00	NUM
esutjss-285	367	11	0.14	0.14	NUM
esutjss-285	367	12	3.75	3.75	NUM
esutjss-285	367	13	.000	.000	NUM
esutjss-285	367	14	signage	signage	NOUN
esutjss-285	367	15	85.00	85.00	NUM
esutjss-285	367	16	28.00	28.00	NUM
esutjss-285	367	17	0.12	0.12	NUM
esutjss-285	367	18	3.04	3.04	NUM
esutjss-285	367	19	.003	.003	NUM
esutjss-285	367	20	lighting	lighting	NOUN
esutjss-285	367	21	-50.00	-50.00	PUNCT
esutjss-285	367	22	25.00	25.00	NUM
esutjss-285	367	23	-0.09	-0.09	NUM
esutjss-285	367	24	-2.00	-2.00	NUM
esutjss-285	367	25	.046	.046	NUM
esutjss-285	367	26	drainage	drainage	NOUN
esutjss-285	367	27	-301.00	-301.00	PROPN
esutjss-285	367	28	41.00	41.00	NUM
esutjss-285	367	29	-0.301	-0.301	SYM
esutjss-285	367	30	-7.34	-7.34	NUM
esutjss-285	367	31	.000	.000	NUM
esutjss-285	367	32	intersections	intersection	NOUN
esutjss-285	367	33	67.00	67.00	NUM
esutjss-285	367	34	29.00	29.00	NUM
esutjss-285	367	35	0.11	0.11	NUM
esutjss-285	367	36	2.31	2.31	NUM
esutjss-285	367	37	.021	.021	NUM
esutjss-285	367	38	calming	calm	VERB
esutjss-285	367	39	-95.00	-95.00	PROPN
esutjss-285	367	40	35.00	35.00	NUM
esutjss-285	367	41	-0.13	-0.13	NUM
esutjss-285	367	42	-2.71	-2.71	NUM
esutjss-285	367	43	.007	.007	NUM
esutjss-285	367	44	the	the	DET
esutjss-285	367	45	model	model	NOUN
esutjss-285	367	46	summary	summary	NOUN
esutjss-285	367	47	table	table	NOUN
esutjss-285	367	48	indicates	indicate	VERB
esutjss-285	367	49	an	an	DET
esutjss-285	367	50	r	r	NOUN
esutjss-285	367	51	of	of	ADP
esutjss-285	367	52	0.63	0.63	NUM
esutjss-285	367	53	,	,	PUNCT
esutjss-285	367	54	which	which	PRON
esutjss-285	367	55	implies	imply	VERB
esutjss-285	367	56	that	that	SCONJ
esutjss-285	367	57	there	there	PRON
esutjss-285	367	58	is	be	VERB
esutjss-285	367	59	a	a	DET
esutjss-285	367	60	moderate	moderate	ADJ
esutjss-285	367	61	strength	strength	NOUN
esutjss-285	367	62	of	of	ADP
esutjss-285	367	63	positive	positive	ADJ
esutjss-285	367	64	correlation	correlation	NOUN
esutjss-285	367	65	between	between	ADP
esutjss-285	367	66	the	the	DET
esutjss-285	367	67	combination	combination	NOUN
esutjss-285	367	68	of	of	ADP
esutjss-285	367	69	the	the	DET
esutjss-285	367	70	ten	ten	NUM
esutjss-285	367	71	elements	element	NOUN
esutjss-285	367	72	of	of	ADP
esutjss-285	367	73	road	road	NOUN
esutjss-285	367	74	infrastructure	infrastructure	NOUN
esutjss-285	367	75	deficiencies	deficiency	NOUN
esutjss-285	367	76	and	and	CCONJ
esutjss-285	367	77	a	a	DET
esutjss-285	367	78	high	high	ADJ
esutjss-285	367	79	rate	rate	NOUN
esutjss-285	367	80	of	of	ADP
esutjss-285	367	81	motor	motor	NOUN
esutjss-285	367	82	insurance	insurance	NOUN
esutjss-285	367	83	claims	claim	NOUN
esutjss-285	367	84	.	.	PUNCT
esutjss-285	368	1	the	the	DET
esutjss-285	368	2	value	value	NOUN
esutjss-285	368	3	of	of	ADP
esutjss-285	368	4	r	r	NOUN
esutjss-285	368	5	square	square	NOUN
esutjss-285	368	6	0.397	0.397	NUM
esutjss-285	368	7	implies	imply	VERB
esutjss-285	368	8	that	that	SCONJ
esutjss-285	368	9	the	the	DET
esutjss-285	368	10	road	road	NOUN
esutjss-285	368	11	infrastructure	infrastructure	NOUN
esutjss-285	368	12	elements	element	NOUN
esutjss-285	368	13	in	in	ADP
esutjss-285	368	14	the	the	DET
esutjss-285	368	15	model	model	NOUN
esutjss-285	368	16	may	may	AUX
esutjss-285	368	17	be	be	AUX
esutjss-285	368	18	used	use	VERB
esutjss-285	368	19	to	to	PART
esutjss-285	368	20	explain	explain	VERB
esutjss-285	368	21	about	about	ADV
esutjss-285	368	22	39.7	39.7	NUM
esutjss-285	368	23	%	%	NOUN
esutjss-285	368	24	of	of	ADP
esutjss-285	368	25	the	the	DET
esutjss-285	368	26	difference	difference	NOUN
esutjss-285	368	27	in	in	ADP
esutjss-285	368	28	motor	motor	NOUN
esutjss-285	368	29	insurance	insurance	NOUN
esutjss-285	368	30	claims	claim	NOUN
esutjss-285	368	31	.	.	PUNCT
esutjss-285	369	1	the	the	DET
esutjss-285	369	2	coefficient	coefficient	NOUN
esutjss-285	369	3	0.382	0.382	NUM
esutjss-285	369	4	of	of	ADP
esutjss-285	369	5	adjusted	adjust	VERB
esutjss-285	369	6	r	r	NOUN
esutjss-285	369	7	square	square	NOUN
esutjss-285	369	8	is	be	AUX
esutjss-285	369	9	slightly	slightly	ADV
esutjss-285	369	10	low	low	ADJ
esutjss-285	369	11	indicating	indicate	VERB
esutjss-285	369	12	that	that	SCONJ
esutjss-285	369	13	the	the	DET
esutjss-285	369	14	model	model	NOUN
esutjss-285	369	15	shows	show	VERB
esutjss-285	369	16	good	good	ADJ
esutjss-285	369	17	explanatory	explanatory	ADJ
esutjss-285	369	18	value	value	NOUN
esutjss-285	369	19	even	even	ADV
esutjss-285	369	20	after	after	ADP
esutjss-285	369	21	regulating	regulate	VERB
esutjss-285	369	22	the	the	DET
esutjss-285	369	23	variables	variable	NOUN
esutjss-285	369	24	used	use	VERB
esutjss-285	369	25	.	.	PUNCT
esutjss-285	370	1	standard	standard	ADJ
esutjss-285	370	2	error	error	NOUN
esutjss-285	370	3	of	of	ADP
esutjss-285	370	4	the	the	DET
esutjss-285	370	5	estimate	estimate	NOUN
esutjss-285	370	6	,	,	PUNCT
esutjss-285	370	7	932.1	932.1	NUM
esutjss-285	370	8	,	,	PUNCT
esutjss-285	370	9	reflects	reflect	VERB
esutjss-285	370	10	the	the	DET
esutjss-285	370	11	average	average	ADJ
esutjss-285	370	12	departure	departure	NOUN
esutjss-285	370	13	of	of	ADP
esutjss-285	370	14	the	the	DET
esutjss-285	370	15	estimated	estimate	VERB
esutjss-285	370	16	claim	claim	NOUN
esutjss-285	370	17	frequency	frequency	NOUN
esutjss-285	370	18	to	to	ADP
esutjss-285	370	19	the	the	DET
esutjss-285	370	20	actual	actual	ADJ
esutjss-285	370	21	figures	figure	NOUN
esutjss-285	370	22	.	.	PUNCT
esutjss-285	371	1	248	248	NUM
esutjss-285	371	2	the	the	DET
esutjss-285	371	3	overall	overall	ADJ
esutjss-285	371	4	significance	significance	NOUN
esutjss-285	371	5	of	of	ADP
esutjss-285	371	6	the	the	DET
esutjss-285	371	7	model	model	NOUN
esutjss-285	371	8	is	be	AUX
esutjss-285	371	9	supported	support	VERB
esutjss-285	371	10	by	by	ADP
esutjss-285	371	11	the	the	DET
esutjss-285	371	12	anova	anova	PROPN
esutjss-285	371	13	table	table	NOUN
esutjss-285	371	14	.	.	PUNCT
esutjss-285	372	1	the	the	DET
esutjss-285	372	2	f	f	NOUN
esutjss-285	372	3	-	-	PUNCT
esutjss-285	372	4	statistic	statistic	NOUN
esutjss-285	372	5	has	have	VERB
esutjss-285	372	6	a	a	DET
esutjss-285	372	7	value	value	NOUN
esutjss-285	372	8	of	of	ADP
esutjss-285	372	9	86.21	86.21	NUM
esutjss-285	372	10	with	with	ADP
esutjss-285	372	11	p	p	NOUN
esutjss-285	372	12	-	-	PUNCT
esutjss-285	372	13	value	value	NOUN
esutjss-285	372	14	=	=	NOUN
esutjss-285	372	15	.000	.000	NUM
esutjss-285	372	16	implying	imply	VERB
esutjss-285	372	17	that	that	SCONJ
esutjss-285	372	18	the	the	DET
esutjss-285	372	19	model	model	NOUN
esutjss-285	372	20	is	be	AUX
esutjss-285	372	21	statistically	statistically	ADV
esutjss-285	372	22	significant	significant	ADJ
esutjss-285	372	23	at	at	ADP
esutjss-285	372	24	the	the	DET
esutjss-285	372	25	0.01	0.01	NUM
esutjss-285	372	26	level	level	NOUN
esutjss-285	372	27	.	.	PUNCT
esutjss-285	373	1	this	this	PRON
esutjss-285	373	2	affirms	affirm	VERB
esutjss-285	373	3	that	that	SCONJ
esutjss-285	373	4	there	there	PRON
esutjss-285	373	5	is	be	VERB
esutjss-285	373	6	a	a	DET
esutjss-285	373	7	significant	significant	ADJ
esutjss-285	373	8	effect	effect	NOUN
esutjss-285	373	9	of	of	ADP
esutjss-285	373	10	all	all	DET
esutjss-285	373	11	the	the	DET
esutjss-285	373	12	deficiencies	deficiency	NOUN
esutjss-285	373	13	in	in	ADP
esutjss-285	373	14	the	the	DET
esutjss-285	373	15	road	road	NOUN
esutjss-285	373	16	infrastructure	infrastructure	NOUN
esutjss-285	373	17	on	on	ADP
esutjss-285	373	18	the	the	DET
esutjss-285	373	19	variance	variance	NOUN
esutjss-285	373	20	in	in	ADP
esutjss-285	373	21	the	the	DET
esutjss-285	373	22	frequency	frequency	NOUN
esutjss-285	373	23	of	of	ADP
esutjss-285	373	24	insurance	insurance	NOUN
esutjss-285	373	25	claims	claim	NOUN
esutjss-285	373	26	.	.	PUNCT
esutjss-285	374	1	therefore	therefore	ADV
esutjss-285	374	2	,	,	PUNCT
esutjss-285	374	3	the	the	DET
esutjss-285	374	4	null	null	ADJ
esutjss-285	374	5	hypothesis	hypothesis	NOUN
esutjss-285	374	6	(	(	PUNCT
esutjss-285	374	7	h	h	NOUN
esutjss-285	374	8	0	0	NUM
esutjss-285	374	9	1	1	NUM
esutjss-285	374	10	)	)	PUNCT
esutjss-285	374	11	could	could	AUX
esutjss-285	374	12	be	be	AUX
esutjss-285	374	13	rejected	reject	VERB
esutjss-285	374	14	.	.	PUNCT
esutjss-285	375	1	the	the	DET
esutjss-285	375	2	table	table	NOUN
esutjss-285	375	3	of	of	ADP
esutjss-285	375	4	coefficients	coefficient	NOUN
esutjss-285	375	5	gives	give	VERB
esutjss-285	375	6	data	datum	NOUN
esutjss-285	375	7	on	on	ADP
esutjss-285	375	8	the	the	DET
esutjss-285	375	9	individual	individual	ADJ
esutjss-285	375	10	contribution	contribution	NOUN
esutjss-285	375	11	and	and	CCONJ
esutjss-285	375	12	direction	direction	NOUN
esutjss-285	375	13	of	of	ADP
esutjss-285	375	14	each	each	PRON
esutjss-285	375	15	of	of	ADP
esutjss-285	375	16	the	the	DET
esutjss-285	375	17	infrastructure	infrastructure	NOUN
esutjss-285	375	18	deficiency	deficiency	NOUN
esutjss-285	375	19	variables	variable	NOUN
esutjss-285	375	20	.	.	PUNCT
esutjss-285	376	1	the	the	DET
esutjss-285	376	2	impact	impact	NOUN
esutjss-285	376	3	of	of	ADP
esutjss-285	376	4	potholes	pothole	NOUN
esutjss-285	376	5	on	on	ADP
esutjss-285	376	6	insurance	insurance	NOUN
esutjss-285	376	7	claims	claim	NOUN
esutjss-285	376	8	is	be	AUX
esutjss-285	376	9	positive	positive	ADJ
esutjss-285	376	10	and	and	CCONJ
esutjss-285	376	11	statistically	statistically	ADV
esutjss-285	376	12	significant	significant	ADJ
esutjss-285	376	13	(	(	PUNCT
esutjss-285	376	14	b	b	NOUN
esutjss-285	376	15	=	=	SYM
esutjss-285	376	16	120.00	120.00	NUM
esutjss-285	376	17	,	,	PUNCT
esutjss-285	376	18	p	p	X
esutjss-285	376	19	=	=	NOUN
esutjss-285	376	20	.000	.000	NUM
esutjss-285	376	21	)	)	PUNCT
esutjss-285	376	22	.	.	PUNCT
esutjss-285	377	1	this	this	PRON
esutjss-285	377	2	implies	imply	VERB
esutjss-285	377	3	that	that	SCONJ
esutjss-285	377	4	the	the	DET
esutjss-285	377	5	severity	severity	NOUN
esutjss-285	377	6	or	or	CCONJ
esutjss-285	377	7	frequency	frequency	NOUN
esutjss-285	377	8	of	of	ADP
esutjss-285	377	9	the	the	DET
esutjss-285	377	10	potholes	pothole	NOUN
esutjss-285	377	11	determines	determine	VERB
esutjss-285	377	12	the	the	DET
esutjss-285	377	13	level	level	NOUN
esutjss-285	377	14	of	of	ADP
esutjss-285	377	15	insurance	insurance	NOUN
esutjss-285	377	16	claim	claim	NOUN
esutjss-285	377	17	.	.	PUNCT
esutjss-285	378	1	there	there	PRON
esutjss-285	378	2	is	be	VERB
esutjss-285	378	3	a	a	DET
esutjss-285	378	4	moderate	moderate	ADJ
esutjss-285	378	5	effect	effect	NOUN
esutjss-285	378	6	size	size	NOUN
esutjss-285	378	7	,	,	PUNCT
esutjss-285	378	8	as	as	SCONJ
esutjss-285	378	9	standardized	standardized	ADJ
esutjss-285	378	10	beta	beta	ADJ
esutjss-285	378	11	coefficient	coefficient	NOUN
esutjss-285	378	12	(	(	PUNCT
esutjss-285	378	13	0.14	0.14	NUM
esutjss-285	378	14	)	)	PUNCT
esutjss-285	378	15	affirms	affirm	VERB
esutjss-285	378	16	it	it	PRON
esutjss-285	378	17	.	.	PUNCT
esutjss-285	379	1	signage	signage	NOUN
esutjss-285	379	2	deficiency	deficiency	NOUN
esutjss-285	379	3	also	also	ADV
esutjss-285	379	4	presents	present	VERB
esutjss-285	379	5	a	a	DET
esutjss-285	379	6	positive	positive	ADJ
esutjss-285	379	7	and	and	CCONJ
esutjss-285	379	8	significant	significant	ADJ
esutjss-285	379	9	result	result	NOUN
esutjss-285	379	10	(	(	PUNCT
esutjss-285	379	11	b	b	NOUN
esutjss-285	379	12	=	=	SYM
esutjss-285	379	13	85.00	85.00	NUM
esutjss-285	379	14	,	,	PUNCT
esutjss-285	379	15	p	p	X
esutjss-285	379	16	=	=	NOUN
esutjss-285	379	17	.003	.003	NUM
esutjss-285	379	18	)	)	PUNCT
esutjss-285	379	19	,	,	PUNCT
esutjss-285	379	20	which	which	PRON
esutjss-285	379	21	means	mean	VERB
esutjss-285	379	22	that	that	SCONJ
esutjss-285	379	23	inadequate	inadequate	ADJ
esutjss-285	379	24	road	road	NOUN
esutjss-285	379	25	signs	sign	NOUN
esutjss-285	379	26	are	be	AUX
esutjss-285	379	27	linked	link	VERB
esutjss-285	379	28	to	to	ADP
esutjss-285	379	29	increaseing	increase	VERB
esutjss-285	379	30	motor	motor	NOUN
esutjss-285	379	31	insurance	insurance	NOUN
esutjss-285	379	32	claims	claim	NOUN
esutjss-285	379	33	.	.	PUNCT
esutjss-285	380	1	lighting	lighting	NOUN
esutjss-285	380	2	is	be	AUX
esutjss-285	380	3	negatively	negatively	ADV
esutjss-285	380	4	related	relate	VERB
esutjss-285	380	5	but	but	CCONJ
esutjss-285	380	6	significantly	significantly	ADV
esutjss-285	380	7	related	relate	VERB
esutjss-285	380	8	with	with	ADP
esutjss-285	380	9	coefficient	coefficient	NOUN
esutjss-285	380	10	b	b	PROPN
esutjss-285	380	11	of	of	ADP
esutjss-285	380	12	-50.00	-50.00	PUNCT
esutjss-285	380	13	with	with	ADP
esutjss-285	380	14	p	p	NOUN
esutjss-285	380	15	=	=	SYM
esutjss-285	380	16	.046	.046	NUM
esutjss-285	380	17	implying	imply	VERB
esutjss-285	380	18	that	that	SCONJ
esutjss-285	380	19	,	,	PUNCT
esutjss-285	380	20	the	the	PRON
esutjss-285	380	21	less	less	ADJ
esutjss-285	380	22	the	the	DET
esutjss-285	380	23	street	street	NOUN
esutjss-285	380	24	lighting	lighting	NOUN
esutjss-285	380	25	is	be	AUX
esutjss-285	380	26	good	good	ADJ
esutjss-285	380	27	or	or	CCONJ
esutjss-285	380	28	absent	absent	ADJ
esutjss-285	380	29	,	,	PUNCT
esutjss-285	380	30	the	the	PRON
esutjss-285	380	31	less	less	ADJ
esutjss-285	380	32	the	the	DET
esutjss-285	380	33	claims	claim	NOUN
esutjss-285	380	34	the	the	DET
esutjss-285	380	35	model	model	NOUN
esutjss-285	380	36	has	have	VERB
esutjss-285	380	37	.	.	PUNCT
esutjss-285	381	1	this	this	PRON
esutjss-285	381	2	could	could	AUX
esutjss-285	381	3	however	however	ADV
esutjss-285	381	4	be	be	AUX
esutjss-285	381	5	an	an	DET
esutjss-285	381	6	indication	indication	NOUN
esutjss-285	381	7	of	of	ADP
esutjss-285	381	8	intricate	intricate	ADJ
esutjss-285	381	9	confounding	confound	VERB
esutjss-285	381	10	factors	factor	NOUN
esutjss-285	381	11	,	,	PUNCT
esutjss-285	381	12	like	like	ADP
esutjss-285	381	13	diminished	diminish	VERB
esutjss-285	381	14	traffic	traffic	NOUN
esutjss-285	381	15	at	at	ADP
esutjss-285	381	16	night	night	NOUN
esutjss-285	381	17	or	or	CCONJ
esutjss-285	381	18	under	under	ADP
esutjss-285	381	19	reporting	reporting	NOUN
esutjss-285	381	20	.	.	PUNCT
esutjss-285	382	1	the	the	DET
esutjss-285	382	2	quality	quality	NOUN
esutjss-285	382	3	of	of	ADP
esutjss-285	382	4	drainage	drainage	NOUN
esutjss-285	382	5	has	have	VERB
esutjss-285	382	6	the	the	DET
esutjss-285	382	7	most	most	ADV
esutjss-285	382	8	significant	significant	ADJ
esutjss-285	382	9	negative	negative	ADJ
esutjss-285	382	10	impact	impact	NOUN
esutjss-285	382	11	(	(	PUNCT
esutjss-285	382	12	b	b	NOUN
esutjss-285	382	13	=	=	SYM
esutjss-285	382	14	-301.00	-301.00	PROPN
esutjss-285	382	15	,	,	PUNCT
esutjss-285	382	16	p	p	NOUN
esutjss-285	382	17	=	=	NOUN
esutjss-285	382	18	.000	.000	NUM
esutjss-285	382	19	)	)	PUNCT
esutjss-285	382	20	,	,	PUNCT
esutjss-285	382	21	which	which	PRON
esutjss-285	382	22	implies	imply	VERB
esutjss-285	382	23	that	that	SCONJ
esutjss-285	382	24	the	the	PRON
esutjss-285	382	25	higher	high	ADJ
esutjss-285	382	26	its	its	PRON
esutjss-285	382	27	quality	quality	NOUN
esutjss-285	382	28	,	,	PUNCT
esutjss-285	382	29	the	the	DET
esutjss-285	382	30	fewer	few	ADJ
esutjss-285	382	31	claims	claim	NOUN
esutjss-285	382	32	are	be	AUX
esutjss-285	382	33	reported	report	VERB
esutjss-285	382	34	.	.	PUNCT
esutjss-285	383	1	it	it	PRON
esutjss-285	383	2	might	might	AUX
esutjss-285	383	3	be	be	AUX
esutjss-285	383	4	because	because	SCONJ
esutjss-285	383	5	there	there	PRON
esutjss-285	383	6	is	be	VERB
esutjss-285	383	7	less	less	ADJ
esutjss-285	383	8	damage	damage	NOUN
esutjss-285	383	9	on	on	ADP
esutjss-285	383	10	road	road	NOUN
esutjss-285	383	11	surfaces	surface	NOUN
esutjss-285	383	12	or	or	CCONJ
esutjss-285	383	13	because	because	SCONJ
esutjss-285	383	14	fewer	few	ADJ
esutjss-285	383	15	accidents	accident	NOUN
esutjss-285	383	16	mean	mean	VERB
esutjss-285	383	17	fewer	few	ADJ
esutjss-285	383	18	losses	loss	NOUN
esutjss-285	383	19	in	in	ADP
esutjss-285	383	20	case	case	NOUN
esutjss-285	383	21	of	of	ADP
esutjss-285	383	22	rain	rain	NOUN
esutjss-285	383	23	.	.	PUNCT
esutjss-285	384	1	there	there	PRON
esutjss-285	384	2	is	be	VERB
esutjss-285	384	3	also	also	ADV
esutjss-285	384	4	a	a	DET
esutjss-285	384	5	positive	positive	ADJ
esutjss-285	384	6	relationship	relationship	NOUN
esutjss-285	384	7	between	between	ADP
esutjss-285	384	8	the	the	DET
esutjss-285	384	9	design	design	NOUN
esutjss-285	384	10	issue	issue	NOUN
esutjss-285	384	11	of	of	ADP
esutjss-285	384	12	intersections	intersection	NOUN
esutjss-285	384	13	and	and	CCONJ
esutjss-285	384	14	the	the	DET
esutjss-285	384	15	insurance	insurance	NOUN
esutjss-285	384	16	claims	claim	NOUN
esutjss-285	384	17	which	which	PRON
esutjss-285	384	18	indicate	indicate	VERB
esutjss-285	384	19	that	that	PRON
esutjss-285	384	20	poorly	poorly	ADV
esutjss-285	384	21	designed	design	VERB
esutjss-285	384	22	or	or	CCONJ
esutjss-285	384	23	congested	congested	ADJ
esutjss-285	384	24	intersection	intersection	NOUN
esutjss-285	384	25	can	can	AUX
esutjss-285	384	26	result	result	VERB
esutjss-285	384	27	in	in	ADP
esutjss-285	384	28	more	more	ADJ
esutjss-285	384	29	accidents	accident	NOUN
esutjss-285	384	30	and	and	CCONJ
esutjss-285	384	31	consequently	consequently	ADV
esutjss-285	384	32	more	more	ADJ
esutjss-285	384	33	claim	claim	NOUN
esutjss-285	384	34	.	.	PUNCT
esutjss-285	385	1	traffic	traffic	NOUN
esutjss-285	385	2	calming	calm	VERB
esutjss-285	385	3	(	(	PUNCT
esutjss-285	385	4	e.g.	e.g.	ADV
esutjss-285	385	5	,	,	PUNCT
esutjss-285	385	6	speed	speed	NOUN
esutjss-285	385	7	bumps	bump	NOUN
esutjss-285	385	8	)	)	PUNCT
esutjss-285	385	9	has	have	VERB
esutjss-285	385	10	a	a	DET
esutjss-285	385	11	negative	negative	ADJ
esutjss-285	385	12	coefficient	coefficient	NOUN
esutjss-285	385	13	(	(	PUNCT
esutjss-285	385	14	b	b	NOUN
esutjss-285	385	15	=	=	SYM
esutjss-285	385	16	-95.00	-95.00	PROPN
esutjss-285	385	17	,	,	PUNCT
esutjss-285	385	18	p	p	NOUN
esutjss-285	385	19	=	=	NOUN
esutjss-285	385	20	.007	.007	NUM
esutjss-285	385	21	)	)	PUNCT
esutjss-285	385	22	which	which	PRON
esutjss-285	385	23	may	may	AUX
esutjss-285	385	24	indicate	indicate	VERB
esutjss-285	385	25	the	the	DET
esutjss-285	385	26	reduced	reduced	ADJ
esutjss-285	385	27	risk	risk	NOUN
esutjss-285	385	28	of	of	ADP
esutjss-285	385	29	accidents	accident	NOUN
esutjss-285	385	30	where	where	SCONJ
esutjss-285	385	31	traffic	traffic	NOUN
esutjss-285	385	32	calming	calm	VERB
esutjss-285	385	33	is	be	AUX
esutjss-285	385	34	in	in	ADP
esutjss-285	385	35	place	place	NOUN
esutjss-285	385	36	.	.	PUNCT
esutjss-285	386	1	overall	overall	ADV
esutjss-285	386	2	,	,	PUNCT
esutjss-285	386	3	the	the	DET
esutjss-285	386	4	findings	finding	NOUN
esutjss-285	386	5	of	of	ADP
esutjss-285	386	6	this	this	DET
esutjss-285	386	7	regression	regression	NOUN
esutjss-285	386	8	study	study	NOUN
esutjss-285	386	9	would	would	AUX
esutjss-285	386	10	strongly	strongly	ADV
esutjss-285	386	11	indicate	indicate	VERB
esutjss-285	386	12	the	the	DET
esutjss-285	386	13	fact	fact	NOUN
esutjss-285	386	14	that	that	SCONJ
esutjss-285	386	15	certain	certain	ADJ
esutjss-285	386	16	problems	problem	NOUN
esutjss-285	386	17	with	with	ADP
esutjss-285	386	18	road	road	NOUN
esutjss-285	386	19	infrastructure	infrastructure	NOUN
esutjss-285	386	20	,	,	PUNCT
esutjss-285	386	21	more	more	ADV
esutjss-285	386	22	precisely	precisely	ADV
esutjss-285	386	23	the	the	DET
esutjss-285	386	24	presence	presence	NOUN
esutjss-285	386	25	of	of	ADP
esutjss-285	386	26	potholes	pothole	NOUN
esutjss-285	386	27	,	,	PUNCT
esutjss-285	386	28	presence	presence	NOUN
esutjss-285	386	29	or	or	CCONJ
esutjss-285	386	30	absence	absence	NOUN
esutjss-285	386	31	of	of	ADP
esutjss-285	386	32	road	road	NOUN
esutjss-285	386	33	signs	sign	NOUN
esutjss-285	386	34	,	,	PUNCT
esutjss-285	386	35	drainage	drainage	NOUN
esutjss-285	386	36	,	,	PUNCT
esutjss-285	386	37	and	and	CCONJ
esutjss-285	386	38	calming	calm	VERB
esutjss-285	386	39	systems	system	NOUN
esutjss-285	386	40	,	,	PUNCT
esutjss-285	386	41	are	be	AUX
esutjss-285	386	42	statistically	statistically	ADV
esutjss-285	386	43	significance	significance	NOUN
esutjss-285	386	44	associated	associate	VERB
esutjss-285	386	45	with	with	ADP
esutjss-285	386	46	limits	limit	NOUN
esutjss-285	386	47	of	of	ADP
esutjss-285	386	48	frequent	frequent	ADJ
esutjss-285	386	49	motor	motor	NOUN
esutjss-285	386	50	insurance	insurance	NOUN
esutjss-285	386	51	claims	claim	NOUN
esutjss-285	386	52	within	within	ADP
esutjss-285	386	53	the	the	DET
esutjss-285	386	54	framework	framework	NOUN
esutjss-285	386	55	of	of	ADP
esutjss-285	386	56	nigerian	nigerian	ADJ
esutjss-285	386	57	motor	motor	NOUN
esutjss-285	386	58	insurance	insurance	NOUN
esutjss-285	386	59	market	market	NOUN
esutjss-285	386	60	.	.	PUNCT
esutjss-285	387	1	h₀₂	h₀₂	NOUN
esutjss-285	387	2	:	:	PUNCT
esutjss-285	387	3	road	road	NOUN
esutjss-285	387	4	infrastructure	infrastructure	NOUN
esutjss-285	387	5	quality	quality	NOUN
esutjss-285	387	6	has	have	VERB
esutjss-285	387	7	no	no	DET
esutjss-285	387	8	significant	significant	ADJ
esutjss-285	387	9	impact	impact	NOUN
esutjss-285	387	10	on	on	ADP
esutjss-285	387	11	the	the	DET
esutjss-285	387	12	severity	severity	NOUN
esutjss-285	387	13	and	and	CCONJ
esutjss-285	387	14	cost	cost	NOUN
esutjss-285	387	15	of	of	ADP
esutjss-285	387	16	motor	motor	NOUN
esutjss-285	387	17	insurance	insurance	NOUN
esutjss-285	387	18	claims	claim	NOUN
esutjss-285	387	19	in	in	ADP
esutjss-285	387	20	nigeria	nigeria	PROPN
esutjss-285	387	21	.	.	PUNCT
esutjss-285	388	1	model	model	NOUN
esutjss-285	388	2	summary	summary	NOUN
esutjss-285	388	3	r	r	NOUN
esutjss-285	388	4	r	r	NOUN
esutjss-285	388	5	square	square	ADJ
esutjss-285	388	6	adjusted	adjust	VERB
esutjss-285	388	7	r	r	NOUN
esutjss-285	388	8	square	square	ADJ
esutjss-285	388	9	std	std	NOUN
esutjss-285	388	10	.	.	PUNCT
esutjss-285	389	1	error	error	NOUN
esutjss-285	389	2	of	of	ADP
esutjss-285	389	3	the	the	DET
esutjss-285	389	4	estimate	estimate	NOUN
esutjss-285	389	5	0.59	0.59	NUM
esutjss-285	389	6	0.348	0.348	NUM
esutjss-285	389	7	0.331	0.331	NUM
esutjss-285	389	8	0.95	0.95	NUM
esutjss-285	389	9	anova	anova	PROPN
esutjss-285	389	10	table	table	NOUN
esutjss-285	389	11	source	source	NOUN
esutjss-285	389	12	sum	sum	NOUN
esutjss-285	389	13	of	of	ADP
esutjss-285	389	14	squares	square	NOUN
esutjss-285	389	15	df	df	PROPN
esutjss-285	389	16	mean	mean	PROPN
esutjss-285	389	17	square	square	PROPN
esutjss-285	389	18	f	f	PROPN
esutjss-285	389	19	sig	sig	PROPN
esutjss-285	389	20	.	.	PUNCT
esutjss-285	390	1	regression	regression	VERB
esutjss-285	390	2	38.60	38.60	NUM
esutjss-285	390	3	6	6	NUM
esutjss-285	390	4	6.43	6.43	NUM
esutjss-285	390	5	71.02	71.02	NUM
esutjss-285	390	6	.000	.000	NUM
esutjss-285	390	7	residual	residual	ADJ
esutjss-285	390	8	72.30	72.30	NUM
esutjss-285	390	9	316	316	NUM
esutjss-285	390	10	0.23	0.23	NUM
esutjss-285	390	11	total	total	NOUN
esutjss-285	390	12	110.90	110.90	NUM
esutjss-285	390	13	322	322	NUM
esutjss-285	390	14	249	249	NUM
esutjss-285	390	15	coefficients	coefficient	NOUN
esutjss-285	390	16	table	table	NOUN
esutjss-285	390	17	variable	variable	NOUN
esutjss-285	390	18	b	b	PROPN
esutjss-285	390	19	std	std	PROPN
esutjss-285	390	20	.	.	NOUN
esutjss-285	390	21	error	error	NOUN
esutjss-285	390	22	beta	beta	PROPN
esutjss-285	390	23	t	t	PROPN
esutjss-285	390	24	sig	sig	PROPN
esutjss-285	390	25	.	.	PUNCT
esutjss-285	391	1	(	(	PUNCT
esutjss-285	391	2	constant	constant	ADJ
esutjss-285	391	3	)	)	PUNCT
esutjss-285	391	4	2.10	2.10	NUM
esutjss-285	391	5	0.10	0.10	NUM
esutjss-285	391	6	21.00	21.00	NUM
esutjss-285	391	7	.000	.000	NUM
esutjss-285	391	8	potholes	pothole	NOUN
esutjss-285	391	9	0.12	0.12	NUM
esutjss-285	391	10	0.03	0.03	NUM
esutjss-285	391	11	0.15	0.15	NUM
esutjss-285	391	12	4.00	4.00	NUM
esutjss-285	391	13	.000	.000	NUM
esutjss-285	391	14	signage	signage	NOUN
esutjss-285	391	15	0.09	0.09	NUM
esutjss-285	391	16	0.03	0.03	NUM
esutjss-285	391	17	0.13	0.13	NUM
esutjss-285	391	18	3.00	3.00	NUM
esutjss-285	391	19	.003	.003	NUM
esutjss-285	391	20	lighting	light	VERB
esutjss-285	391	21	-0.04	-0.04	NUM
esutjss-285	391	22	0.02	0.02	NUM
esutjss-285	391	23	-0.08	-0.08	NUM
esutjss-285	391	24	-1.80	-1.80	ADJ
esutjss-285	391	25	.073	.073	NUM
esutjss-285	391	26	drainage	drainage	NOUN
esutjss-285	391	27	-0.29	-0.29	NOUN
esutjss-285	391	28	0.04	0.04	NUM
esutjss-285	391	29	-0.29	-0.29	NOUN
esutjss-285	391	30	-7.25	-7.25	NUM
esutjss-285	391	31	.000	.000	NUM
esutjss-285	391	32	intersections	intersection	NOUN
esutjss-285	391	33	0.07	0.07	NUM
esutjss-285	391	34	0.03	0.03	NUM
esutjss-285	391	35	0.10	0.10	NUM
esutjss-285	391	36	2.33	2.33	NUM
esutjss-285	391	37	.020	.020	NUM
esutjss-285	391	38	calming	calm	VERB
esutjss-285	391	39	-0.09	-0.09	NUM
esutjss-285	391	40	0.03	0.03	NUM
esutjss-285	391	41	-0.12	-0.12	NUM
esutjss-285	391	42	-2.70	-2.70	NUM
esutjss-285	391	43	.007	.007	NUM
esutjss-285	391	44	model	model	NOUN
esutjss-285	391	45	summary	summary	NOUN
esutjss-285	391	46	indicates	indicate	VERB
esutjss-285	391	47	that	that	SCONJ
esutjss-285	391	48	the	the	DET
esutjss-285	391	49	multiple	multiple	ADJ
esutjss-285	391	50	correlation	correlation	NOUN
esutjss-285	391	51	coefficient	coefficient	NOUN
esutjss-285	391	52	(	(	PUNCT
esutjss-285	391	53	r	r	NOUN
esutjss-285	391	54	)	)	PUNCT
esutjss-285	391	55	is	be	AUX
esutjss-285	391	56	0.59	0.59	NUM
esutjss-285	391	57	,	,	PUNCT
esutjss-285	391	58	meaning	mean	VERB
esutjss-285	391	59	there	there	PRON
esutjss-285	391	60	exists	exist	VERB
esutjss-285	391	61	moderate	moderate	ADJ
esutjss-285	391	62	positive	positive	ADJ
esutjss-285	391	63	correlation	correlation	NOUN
esutjss-285	391	64	between	between	ADP
esutjss-285	391	65	a	a	DET
esutjss-285	391	66	combination	combination	NOUN
esutjss-285	391	67	of	of	ADP
esutjss-285	391	68	road	road	NOUN
esutjss-285	391	69	infrastructure	infrastructure	NOUN
esutjss-285	391	70	quality	quality	NOUN
esutjss-285	391	71	indicators	indicator	NOUN
esutjss-285	391	72	and	and	CCONJ
esutjss-285	391	73	claim	claim	VERB
esutjss-285	391	74	severity	severity	NOUN
esutjss-285	391	75	.	.	PUNCT
esutjss-285	392	1	the	the	DET
esutjss-285	392	2	r	r	NOUN
esutjss-285	392	3	square	square	NOUN
esutjss-285	392	4	of	of	ADP
esutjss-285	392	5	0.348	0.348	NUM
esutjss-285	392	6	indicates	indicate	VERB
esutjss-285	392	7	that	that	SCONJ
esutjss-285	392	8	the	the	DET
esutjss-285	392	9	model	model	NOUN
esutjss-285	392	10	can	can	AUX
esutjss-285	392	11	explain	explain	VERB
esutjss-285	392	12	about	about	ADV
esutjss-285	392	13	34.8	34.8	NUM
esutjss-285	392	14	percent	percent	NOUN
esutjss-285	392	15	of	of	ADP
esutjss-285	392	16	the	the	DET
esutjss-285	392	17	variance	variance	NOUN
esutjss-285	392	18	in	in	ADP
esutjss-285	392	19	insurance	insurance	NOUN
esutjss-285	392	20	claim	claim	NOUN
esutjss-285	392	21	severity	severity	NOUN
esutjss-285	392	22	.	.	PUNCT
esutjss-285	393	1	the	the	DET
esutjss-285	393	2	adjusted	adjust	VERB
esutjss-285	393	3	r	r	NOUN
esutjss-285	393	4	square	square	NOUN
esutjss-285	393	5	which	which	PRON
esutjss-285	393	6	is	be	AUX
esutjss-285	393	7	slightly	slightly	ADV
esutjss-285	393	8	lesser	less	ADJ
esutjss-285	393	9	at	at	ADP
esutjss-285	393	10	0.331	0.331	NUM
esutjss-285	393	11	takes	take	VERB
esutjss-285	393	12	into	into	ADP
esutjss-285	393	13	consideration	consideration	NOUN
esutjss-285	393	14	the	the	DET
esutjss-285	393	15	number	number	NOUN
esutjss-285	393	16	of	of	ADP
esutjss-285	393	17	predictors	predictor	NOUN
esutjss-285	393	18	,	,	PUNCT
esutjss-285	393	19	and	and	CCONJ
esutjss-285	393	20	affirms	affirm	VERB
esutjss-285	393	21	that	that	SCONJ
esutjss-285	393	22	model	model	NOUN
esutjss-285	393	23	is	be	AUX
esutjss-285	393	24	good	good	ADJ
esutjss-285	393	25	in	in	ADP
esutjss-285	393	26	terms	term	NOUN
esutjss-285	393	27	of	of	ADP
esutjss-285	393	28	its	its	PRON
esutjss-285	393	29	explanatory	explanatory	ADJ
esutjss-285	393	30	power	power	NOUN
esutjss-285	393	31	,	,	PUNCT
esutjss-285	393	32	without	without	ADP
esutjss-285	393	33	overfitting	overfitte	VERB
esutjss-285	393	34	.	.	PUNCT
esutjss-285	394	1	the	the	DET
esutjss-285	394	2	standard	standard	ADJ
esutjss-285	394	3	error	error	NOUN
esutjss-285	394	4	of	of	ADP
esutjss-285	394	5	the	the	DET
esutjss-285	394	6	estimate	estimate	NOUN
esutjss-285	394	7	is	be	AUX
esutjss-285	394	8	0.95	0.95	NUM
esutjss-285	394	9	,	,	PUNCT
esutjss-285	394	10	indicative	indicative	ADJ
esutjss-285	394	11	of	of	ADP
esutjss-285	394	12	the	the	DET
esutjss-285	394	13	acceptable	acceptable	ADJ
esutjss-285	394	14	degree	degree	NOUN
esutjss-285	394	15	of	of	ADP
esutjss-285	394	16	accuracy	accuracy	NOUN
esutjss-285	394	17	of	of	ADP
esutjss-285	394	18	prediction	prediction	NOUN
esutjss-285	394	19	considering	consider	VERB
esutjss-285	394	20	the	the	DET
esutjss-285	394	21	magnitude	magnitude	NOUN
esutjss-285	394	22	of	of	ADP
esutjss-285	394	23	the	the	DET
esutjss-285	394	24	dependent	dependent	ADJ
esutjss-285	394	25	variable	variable	NOUN
esutjss-285	394	26	.	.	PUNCT
esutjss-285	395	1	the	the	DET
esutjss-285	395	2	overall	overall	ADJ
esutjss-285	395	3	model	model	NOUN
esutjss-285	395	4	is	be	AUX
esutjss-285	395	5	statistically	statistically	ADV
esutjss-285	395	6	significant	significant	ADJ
esutjss-285	395	7	,	,	PUNCT
esutjss-285	395	8	and	and	CCONJ
esutjss-285	395	9	the	the	DET
esutjss-285	395	10	anova	anova	PROPN
esutjss-285	395	11	table	table	NOUN
esutjss-285	395	12	confirms	confirm	VERB
esutjss-285	395	13	this	this	DET
esutjss-285	395	14	observation	observation	NOUN
esutjss-285	395	15	.	.	PUNCT
esutjss-285	396	1	fstatistic71.02	fstatistic71.02	VERB
esutjss-285	396	2	with	with	ADP
esutjss-285	396	3	p	p	NOUN
esutjss-285	396	4	-	-	PUNCT
esutjss-285	396	5	value	value	NOUN
esutjss-285	396	6	of.000	of.000	NOUN
esutjss-285	396	7	meaning	meaning	NOUN
esutjss-285	396	8	that	that	SCONJ
esutjss-285	396	9	the	the	DET
esutjss-285	396	10	regression	regression	NOUN
esutjss-285	396	11	model	model	NOUN
esutjss-285	396	12	is	be	AUX
esutjss-285	396	13	significant	significant	ADJ
esutjss-285	396	14	in	in	ADP
esutjss-285	396	15	explaining	explain	VERB
esutjss-285	396	16	the	the	DET
esutjss-285	396	17	variance	variance	NOUN
esutjss-285	396	18	in	in	ADP
esutjss-285	396	19	both	both	DET
esutjss-285	396	20	claim	claim	NOUN
esutjss-285	396	21	severity	severity	NOUN
esutjss-285	396	22	and	and	CCONJ
esutjss-285	396	23	costs	cost	NOUN
esutjss-285	396	24	.	.	PUNCT
esutjss-285	397	1	this	this	PRON
esutjss-285	397	2	produces	produce	VERB
esutjss-285	397	3	the	the	DET
esutjss-285	397	4	rejection	rejection	NOUN
esutjss-285	397	5	of	of	ADP
esutjss-285	397	6	the	the	DET
esutjss-285	397	7	null	null	ADJ
esutjss-285	397	8	hypothesis	hypothesis	NOUN
esutjss-285	397	9	(	(	PUNCT
esutjss-285	397	10	h	h	NOUN
esutjss-285	397	11	0	0	NUM
esutjss-285	397	12	2	2	NUM
esutjss-285	397	13	)	)	PUNCT
esutjss-285	397	14	thereby	thereby	ADV
esutjss-285	397	15	showing	show	VERB
esutjss-285	397	16	that	that	DET
esutjss-285	397	17	quality	quality	NOUN
esutjss-285	397	18	of	of	ADP
esutjss-285	397	19	the	the	DET
esutjss-285	397	20	road	road	NOUN
esutjss-285	397	21	infrastructure	infrastructure	NOUN
esutjss-285	397	22	has	have	VERB
esutjss-285	397	23	a	a	DET
esutjss-285	397	24	significant	significant	ADJ
esutjss-285	397	25	effect	effect	NOUN
esutjss-285	397	26	on	on	ADP
esutjss-285	397	27	the	the	DET
esutjss-285	397	28	magnitude	magnitude	NOUN
esutjss-285	397	29	of	of	ADP
esutjss-285	397	30	the	the	DET
esutjss-285	397	31	motor	motor	NOUN
esutjss-285	397	32	insurance	insurance	NOUN
esutjss-285	397	33	claims	claim	VERB
esutjss-285	397	34	.	.	PUNCT
esutjss-285	398	1	the	the	DET
esutjss-285	398	2	coefficients	coefficient	NOUN
esutjss-285	398	3	table	table	NOUN
esutjss-285	398	4	gives	give	VERB
esutjss-285	398	5	detailed	detailed	ADJ
esutjss-285	398	6	information	information	NOUN
esutjss-285	398	7	on	on	ADP
esutjss-285	398	8	the	the	DET
esutjss-285	398	9	individual	individual	ADJ
esutjss-285	398	10	effects	effect	NOUN
esutjss-285	398	11	of	of	ADP
esutjss-285	398	12	each	each	DET
esutjss-285	398	13	variable	variable	NOUN
esutjss-285	398	14	of	of	ADP
esutjss-285	398	15	road	road	NOUN
esutjss-285	398	16	infrastructure	infrastructure	NOUN
esutjss-285	398	17	.	.	PUNCT
esutjss-285	399	1	the	the	DET
esutjss-285	399	2	claim	claim	NOUN
esutjss-285	399	3	severity	severity	NOUN
esutjss-285	399	4	is	be	AUX
esutjss-285	399	5	positively	positively	ADV
esutjss-285	399	6	and	and	CCONJ
esutjss-285	399	7	significantly	significantly	ADV
esutjss-285	399	8	correlated	correlate	VERB
esutjss-285	399	9	with	with	ADP
esutjss-285	399	10	potholes	pothole	NOUN
esutjss-285	399	11	(	(	PUNCT
esutjss-285	399	12	b	b	NOUN
esutjss-285	399	13	=	=	SYM
esutjss-285	399	14	0.12	0.12	NUM
esutjss-285	399	15	,	,	PUNCT
esutjss-285	399	16	p	p	X
esutjss-285	399	17	=	=	NOUN
esutjss-285	399	18	.000	.000	NUM
esutjss-285	399	19	)	)	PUNCT
esutjss-285	399	20	.	.	PUNCT
esutjss-285	400	1	this	this	PRON
esutjss-285	400	2	implies	imply	VERB
esutjss-285	400	3	that	that	SCONJ
esutjss-285	400	4	poor	poor	ADJ
esutjss-285	400	5	road	road	NOUN
esutjss-285	400	6	surfaces	surface	NOUN
esutjss-285	400	7	not	not	PART
esutjss-285	400	8	only	only	ADV
esutjss-285	400	9	add	add	VERB
esutjss-285	400	10	to	to	ADP
esutjss-285	400	11	the	the	DET
esutjss-285	400	12	number	number	NOUN
esutjss-285	400	13	of	of	ADP
esutjss-285	400	14	claims	claim	NOUN
esutjss-285	400	15	,	,	PUNCT
esutjss-285	400	16	but	but	CCONJ
esutjss-285	400	17	also	also	ADV
esutjss-285	400	18	to	to	ADP
esutjss-285	400	19	the	the	DET
esutjss-285	400	20	value	value	NOUN
esutjss-285	400	21	of	of	ADP
esutjss-285	400	22	claims	claim	NOUN
esutjss-285	400	23	costs	cost	NOUN
esutjss-285	400	24	,	,	PUNCT
esutjss-285	400	25	probably	probably	ADV
esutjss-285	400	26	because	because	SCONJ
esutjss-285	400	27	the	the	DET
esutjss-285	400	28	damage	damage	NOUN
esutjss-285	400	29	or	or	CCONJ
esutjss-285	400	30	injury	injury	NOUN
esutjss-285	400	31	sustained	sustain	VERB
esutjss-285	400	32	is	be	AUX
esutjss-285	400	33	usually	usually	ADV
esutjss-285	400	34	more	more	ADV
esutjss-285	400	35	significant	significant	ADJ
esutjss-285	400	36	as	as	ADP
esutjss-285	400	37	a	a	DET
esutjss-285	400	38	result	result	NOUN
esutjss-285	400	39	of	of	ADP
esutjss-285	400	40	poor	poor	ADJ
esutjss-285	400	41	surfaces	surface	NOUN
esutjss-285	400	42	.	.	PUNCT
esutjss-285	401	1	there	there	PRON
esutjss-285	401	2	is	be	VERB
esutjss-285	401	3	(	(	PUNCT
esutjss-285	401	4	great	great	ADJ
esutjss-285	401	5	)	)	PUNCT
esutjss-285	401	6	positive	positive	ADJ
esutjss-285	401	7	effect	effect	NOUN
esutjss-285	401	8	(	(	PUNCT
esutjss-285	401	9	b	b	NOUN
esutjss-285	401	10	=	=	SYM
esutjss-285	401	11	0.09	0.09	NUM
esutjss-285	401	12	,	,	PUNCT
esutjss-285	401	13	p	p	X
esutjss-285	401	14	=	=	NOUN
esutjss-285	401	15	.003	.003	NUM
esutjss-285	401	16	)	)	PUNCT
esutjss-285	401	17	related	relate	VERB
esutjss-285	401	18	to	to	ADP
esutjss-285	401	19	signage	signage	NOUN
esutjss-285	401	20	quality	quality	NOUN
esutjss-285	401	21	.	.	PUNCT
esutjss-285	402	1	the	the	DET
esutjss-285	402	2	inadequate	inadequate	ADJ
esutjss-285	402	3	or	or	CCONJ
esutjss-285	402	4	absent	absent	ADJ
esutjss-285	402	5	signage	signage	NOUN
esutjss-285	402	6	would	would	AUX
esutjss-285	402	7	also	also	ADV
esutjss-285	402	8	lead	lead	VERB
esutjss-285	402	9	to	to	ADP
esutjss-285	402	10	more	more	ADV
esutjss-285	402	11	serious	serious	ADJ
esutjss-285	402	12	accidents	accident	NOUN
esutjss-285	402	13	,	,	PUNCT
esutjss-285	402	14	perhaps	perhaps	ADV
esutjss-285	402	15	due	due	ADP
esutjss-285	402	16	to	to	ADP
esutjss-285	402	17	the	the	DET
esutjss-285	402	18	lack	lack	NOUN
esutjss-285	402	19	of	of	ADP
esutjss-285	402	20	warnings	warning	NOUN
esutjss-285	402	21	or	or	CCONJ
esutjss-285	402	22	directional	directional	ADJ
esutjss-285	402	23	instructions	instruction	NOUN
esutjss-285	402	24	,	,	PUNCT
esutjss-285	402	25	which	which	PRON
esutjss-285	402	26	would	would	AUX
esutjss-285	402	27	put	put	VERB
esutjss-285	402	28	the	the	DET
esutjss-285	402	29	chances	chance	NOUN
esutjss-285	402	30	of	of	ADP
esutjss-285	402	31	occurrence	occurrence	NOUN
esutjss-285	402	32	of	of	ADP
esutjss-285	402	33	high	high	ADJ
esutjss-285	402	34	impact	impact	NOUN
esutjss-285	402	35	accidents	accident	NOUN
esutjss-285	402	36	at	at	ADP
esutjss-285	402	37	large	large	ADJ
esutjss-285	402	38	.	.	PUNCT
esutjss-285	403	1	the	the	DET
esutjss-285	403	2	effect	effect	NOUN
esutjss-285	403	3	of	of	ADP
esutjss-285	403	4	lighting	lighting	NOUN
esutjss-285	403	5	is	be	AUX
esutjss-285	403	6	negative	negative	ADJ
esutjss-285	403	7	and	and	CCONJ
esutjss-285	403	8	only	only	ADV
esutjss-285	403	9	slightly	slightly	ADV
esutjss-285	403	10	substantial	substantial	ADJ
esutjss-285	403	11	(	(	PUNCT
esutjss-285	403	12	b	b	NOUN
esutjss-285	403	13	=	=	SYM
esutjss-285	403	14	-0.04	-0.04	PROPN
esutjss-285	403	15	,	,	PUNCT
esutjss-285	403	16	p	p	NOUN
esutjss-285	403	17	=	=	NOUN
esutjss-285	403	18	.073	.073	NUM
esutjss-285	403	19	)	)	PUNCT
esutjss-285	403	20	.	.	PUNCT
esutjss-285	404	1	although	although	SCONJ
esutjss-285	404	2	this	this	DET
esutjss-285	404	3	finding	finding	NOUN
esutjss-285	404	4	is	be	AUX
esutjss-285	404	5	not	not	PART
esutjss-285	404	6	statistically	statistically	ADV
esutjss-285	404	7	significant	significant	ADJ
esutjss-285	404	8	in	in	ADP
esutjss-285	404	9	the	the	DET
esutjss-285	404	10	0.05	0.05	NUM
esutjss-285	404	11	limit	limit	NOUN
esutjss-285	404	12	,	,	PUNCT
esutjss-285	404	13	this	this	DET
esutjss-285	404	14	trend	trend	NOUN
esutjss-285	404	15	indicates	indicate	VERB
esutjss-285	404	16	that	that	SCONJ
esutjss-285	404	17	having	have	VERB
esutjss-285	404	18	better	well	ADJ
esutjss-285	404	19	lighting	lighting	NOUN
esutjss-285	404	20	potentially	potentially	ADV
esutjss-285	404	21	decreases	decrease	VERB
esutjss-285	404	22	the	the	DET
esutjss-285	404	23	severity	severity	NOUN
esutjss-285	404	24	of	of	ADP
esutjss-285	404	25	the	the	DET
esutjss-285	404	26	claims	claim	NOUN
esutjss-285	404	27	,	,	PUNCT
esutjss-285	404	28	potentially	potentially	ADV
esutjss-285	404	29	by	by	ADP
esutjss-285	404	30	enhancing	enhance	VERB
esutjss-285	404	31	visibility	visibility	NOUN
esutjss-285	404	32	and	and	CCONJ
esutjss-285	404	33	reaction	reaction	NOUN
esutjss-285	404	34	times	time	NOUN
esutjss-285	404	35	.	.	PUNCT
esutjss-285	405	1	nevertheless	nevertheless	ADV
esutjss-285	405	2	,	,	PUNCT
esutjss-285	405	3	its	its	PRON
esutjss-285	405	4	removal	removal	NOUN
esutjss-285	405	5	to	to	ADP
esutjss-285	405	6	the	the	DET
esutjss-285	405	7	list	list	NOUN
esutjss-285	405	8	of	of	ADP
esutjss-285	405	9	meaningful	meaningful	ADJ
esutjss-285	405	10	predictors	predictor	NOUN
esutjss-285	405	11	can	can	AUX
esutjss-285	405	12	be	be	AUX
esutjss-285	405	13	explained	explain	VERB
esutjss-285	405	14	with	with	ADP
esutjss-285	405	15	conventional	conventional	ADJ
esutjss-285	405	16	statistical	statistical	ADJ
esutjss-285	405	17	criteria	criterion	NOUN
esutjss-285	405	18	.	.	PUNCT
esutjss-285	406	1	drainage	drainage	NOUN
esutjss-285	406	2	problems	problem	NOUN
esutjss-285	406	3	have	have	VERB
esutjss-285	406	4	the	the	DET
esutjss-285	406	5	most	most	ADV
esutjss-285	406	6	damaging	damaging	ADJ
esutjss-285	406	7	effect	effect	NOUN
esutjss-285	406	8	on	on	ADP
esutjss-285	406	9	claim	claim	NOUN
esutjss-285	406	10	severity	severity	NOUN
esutjss-285	406	11	(	(	PUNCT
esutjss-285	406	12	b	b	NOUN
esutjss-285	406	13	=	=	SYM
esutjss-285	406	14	-0.29	-0.29	NOUN
esutjss-285	406	15	,	,	PUNCT
esutjss-285	406	16	p	p	NOUN
esutjss-285	406	17	=	=	NOUN
esutjss-285	406	18	.000	.000	NUM
esutjss-285	406	19	)	)	PUNCT
esutjss-285	406	20	.	.	PUNCT
esutjss-285	407	1	inefficient	inefficient	ADJ
esutjss-285	407	2	drainage	drainage	NOUN
esutjss-285	407	3	is	be	AUX
esutjss-285	407	4	probably	probably	ADV
esutjss-285	407	5	a	a	DET
esutjss-285	407	6	contributing	contribute	VERB
esutjss-285	407	7	factor	factor	NOUN
esutjss-285	407	8	to	to	ADP
esutjss-285	407	9	the	the	DET
esutjss-285	407	10	riskier	risky	ADJ
esutjss-285	407	11	driving	driving	NOUN
esutjss-285	407	12	conditions	condition	NOUN
esutjss-285	407	13	such	such	ADJ
esutjss-285	407	14	as	as	ADP
esutjss-285	407	15	waterlogging	waterlogging	NOUN
esutjss-285	407	16	and	and	CCONJ
esutjss-285	407	17	road	road	NOUN
esutjss-285	407	18	collapse	collapse	NOUN
esutjss-285	407	19	likely	likely	ADJ
esutjss-285	407	20	to	to	PART
esutjss-285	407	21	be	be	AUX
esutjss-285	407	22	a	a	DET
esutjss-285	407	23	source	source	NOUN
esutjss-285	407	24	of	of	ADP
esutjss-285	407	25	high	high	ADJ
esutjss-285	407	26	-	-	PUNCT
esutjss-285	407	27	cost	cost	NOUN
esutjss-285	407	28	claims	claim	NOUN
esutjss-285	407	29	.	.	PUNCT
esutjss-285	408	1	the	the	DET
esutjss-285	408	2	negative	negative	ADJ
esutjss-285	408	3	coefficient	coefficient	NOUN
esutjss-285	408	4	would	would	AUX
esutjss-285	408	5	suggest	suggest	VERB
esutjss-285	408	6	that	that	SCONJ
esutjss-285	408	7	,	,	PUNCT
esutjss-285	408	8	in	in	ADP
esutjss-285	408	9	case	case	NOUN
esutjss-285	408	10	of	of	ADP
esutjss-285	408	11	better	well	ADJ
esutjss-285	408	12	drainage	drainage	NOUN
esutjss-285	408	13	systems	system	NOUN
esutjss-285	408	14	,	,	PUNCT
esutjss-285	408	15	the	the	DET
esutjss-285	408	16	gravity	gravity	NOUN
esutjss-285	408	17	and	and	CCONJ
esutjss-285	408	18	overhead	overhead	NOUN
esutjss-285	408	19	of	of	ADP
esutjss-285	408	20	claims	claim	NOUN
esutjss-285	408	21	would	would	AUX
esutjss-285	408	22	250	250	NUM
esutjss-285	408	23	decline	decline	VERB
esutjss-285	408	24	.	.	PUNCT
esutjss-285	409	1	the	the	DET
esutjss-285	409	2	outcome	outcome	NOUN
esutjss-285	409	3	of	of	ADP
esutjss-285	409	4	intersections	intersection	NOUN
esutjss-285	409	5	has	have	VERB
esutjss-285	409	6	a	a	DET
esutjss-285	409	7	significant	significant	ADJ
esutjss-285	409	8	positive	positive	ADJ
esutjss-285	409	9	impact	impact	NOUN
esutjss-285	409	10	(	(	PUNCT
esutjss-285	409	11	b	b	NOUN
esutjss-285	409	12	=	=	SYM
esutjss-285	409	13	0.07	0.07	NUM
esutjss-285	409	14	,	,	PUNCT
esutjss-285	409	15	p	p	X
esutjss-285	409	16	=	=	NOUN
esutjss-285	409	17	.020	.020	NUM
esutjss-285	409	18	)	)	PUNCT
esutjss-285	409	19	,	,	PUNCT
esutjss-285	409	20	with	with	ADP
esutjss-285	409	21	poorly	poorly	ADV
esutjss-285	409	22	designed	design	VERB
esutjss-285	409	23	or	or	CCONJ
esutjss-285	409	24	overburdened	overburden	VERB
esutjss-285	409	25	interchanges	interchange	NOUN
esutjss-285	409	26	associated	associate	VERB
esutjss-285	409	27	with	with	ADP
esutjss-285	409	28	a	a	DET
esutjss-285	409	29	greater	great	ADJ
esutjss-285	409	30	number	number	NOUN
esutjss-285	409	31	of	of	ADP
esutjss-285	409	32	insurance	insurance	NOUN
esutjss-285	409	33	claims	claim	NOUN
esutjss-285	409	34	.	.	PUNCT
esutjss-285	410	1	this	this	PRON
esutjss-285	410	2	may	may	AUX
esutjss-285	410	3	be	be	AUX
esutjss-285	410	4	because	because	SCONJ
esutjss-285	410	5	of	of	ADP
esutjss-285	410	6	the	the	DET
esutjss-285	410	7	increased	increase	VERB
esutjss-285	410	8	chances	chance	NOUN
esutjss-285	410	9	of	of	ADP
esutjss-285	410	10	head	head	NOUN
esutjss-285	410	11	-	-	PUNCT
esutjss-285	410	12	on	on	ADP
esutjss-285	410	13	or	or	CCONJ
esutjss-285	410	14	side	side	NOUN
esutjss-285	410	15	crashes	crash	NOUN
esutjss-285	410	16	within	within	ADP
esutjss-285	410	17	these	these	DET
esutjss-285	410	18	areas	area	NOUN
esutjss-285	410	19	.	.	PUNCT
esutjss-285	411	1	traffic	traffic	NOUN
esutjss-285	411	2	calming	calm	VERB
esutjss-285	411	3	techniques	technique	NOUN
esutjss-285	411	4	(	(	PUNCT
esutjss-285	411	5	e.g.	e.g.	ADV
esutjss-285	411	6	,	,	PUNCT
esutjss-285	411	7	speed	speed	NOUN
esutjss-285	411	8	bumps	bump	NOUN
esutjss-285	411	9	,	,	PUNCT
esutjss-285	411	10	rumble	rumble	ADJ
esutjss-285	411	11	strip	strip	NOUN
esutjss-285	411	12	)	)	PUNCT
esutjss-285	411	13	are	be	AUX
esutjss-285	411	14	significantly	significantly	ADV
esutjss-285	411	15	correlated	correlate	VERB
esutjss-285	411	16	with	with	ADP
esutjss-285	411	17	reduced	reduced	ADJ
esutjss-285	411	18	severity	severity	NOUN
esutjss-285	411	19	of	of	ADP
esutjss-285	411	20	a	a	DET
esutjss-285	411	21	claim	claim	NOUN
esutjss-285	411	22	(	(	PUNCT
esutjss-285	411	23	b	b	X
esutjss-285	411	24	=	=	SYM
esutjss-285	411	25	-0.09	-0.09	PROPN
esutjss-285	411	26	,	,	PUNCT
esutjss-285	411	27	p	p	NOUN
esutjss-285	411	28	=	=	NOUN
esutjss-285	411	29	.007	.007	NUM
esutjss-285	411	30	)	)	PUNCT
esutjss-285	411	31	,	,	PUNCT
esutjss-285	411	32	indicating	indicate	VERB
esutjss-285	411	33	those	those	DET
esutjss-285	411	34	characteristics	characteristic	NOUN
esutjss-285	411	35	do	do	AUX
esutjss-285	411	36	reduce	reduce	VERB
esutjss-285	411	37	speed	speed	NOUN
esutjss-285	411	38	,	,	PUNCT
esutjss-285	411	39	and	and	CCONJ
esutjss-285	411	40	ultimately	ultimately	ADV
esutjss-285	411	41	,	,	PUNCT
esutjss-285	411	42	the	the	DET
esutjss-285	411	43	severity	severity	NOUN
esutjss-285	411	44	of	of	ADP
esutjss-285	411	45	collisions	collision	NOUN
esutjss-285	411	46	.	.	PUNCT
esutjss-285	412	1	the	the	DET
esutjss-285	412	2	combination	combination	NOUN
esutjss-285	412	3	of	of	ADP
esutjss-285	412	4	results	result	NOUN
esutjss-285	412	5	provides	provide	VERB
esutjss-285	412	6	a	a	DET
esutjss-285	412	7	powerful	powerful	ADJ
esutjss-285	412	8	empirical	empirical	ADJ
esutjss-285	412	9	evidence	evidence	NOUN
esutjss-285	412	10	against	against	ADP
esutjss-285	412	11	the	the	DET
esutjss-285	412	12	null	null	ADJ
esutjss-285	412	13	hypothesis	hypothesis	NOUN
esutjss-285	412	14	.	.	PUNCT
esutjss-285	413	1	they	they	PRON
esutjss-285	413	2	confirm	confirm	VERB
esutjss-285	413	3	that	that	DET
esutjss-285	413	4	road	road	NOUN
esutjss-285	413	5	infrastructure	infrastructure	NOUN
esutjss-285	413	6	quality	quality	NOUN
esutjss-285	413	7	not	not	PART
esutjss-285	413	8	only	only	ADV
esutjss-285	413	9	affects	affect	VERB
esutjss-285	413	10	the	the	DET
esutjss-285	413	11	probability	probability	NOUN
esutjss-285	413	12	of	of	ADP
esutjss-285	413	13	individual	individual	ADJ
esutjss-285	413	14	claims	claim	NOUN
esutjss-285	413	15	but	but	CCONJ
esutjss-285	413	16	also	also	ADV
esutjss-285	413	17	the	the	DET
esutjss-285	413	18	magnitude	magnitude	NOUN
esutjss-285	413	19	and	and	CCONJ
esutjss-285	413	20	the	the	DET
esutjss-285	413	21	cost	cost	NOUN
esutjss-285	413	22	of	of	ADP
esutjss-285	413	23	those	those	DET
esutjss-285	413	24	claims	claim	NOUN
esutjss-285	413	25	are	be	AUX
esutjss-285	413	26	statistically	statistically	ADV
esutjss-285	413	27	significantly	significantly	ADV
esutjss-285	413	28	affected	affect	VERB
esutjss-285	413	29	by	by	ADP
esutjss-285	413	30	poor	poor	ADJ
esutjss-285	413	31	quality	quality	NOUN
esutjss-285	413	32	of	of	ADP
esutjss-285	413	33	road	road	NOUN
esutjss-285	413	34	infrastructure	infrastructure	NOUN
esutjss-285	413	35	.	.	PUNCT
esutjss-285	414	1	conclusion	conclusion	NOUN
esutjss-285	414	2	the	the	DET
esutjss-285	414	3	study	study	NOUN
esutjss-285	414	4	evaluated	evaluate	VERB
esutjss-285	414	5	the	the	DET
esutjss-285	414	6	impact	impact	NOUN
esutjss-285	414	7	of	of	ADP
esutjss-285	414	8	road	road	NOUN
esutjss-285	414	9	infrastructure	infrastructure	NOUN
esutjss-285	414	10	on	on	ADP
esutjss-285	414	11	motor	motor	NOUN
esutjss-285	414	12	insurance	insurance	NOUN
esutjss-285	414	13	claims	claim	NOUN
esutjss-285	414	14	with	with	ADP
esutjss-285	414	15	empirical	empirical	ADJ
esutjss-285	414	16	data	datum	NOUN
esutjss-285	414	17	from	from	ADP
esutjss-285	414	18	lagos	lago	NOUN
esutjss-285	414	19	state	state	NOUN
esutjss-285	414	20	.	.	PUNCT
esutjss-285	415	1	the	the	DET
esutjss-285	415	2	analysis	analysis	NOUN
esutjss-285	415	3	revealed	reveal	VERB
esutjss-285	415	4	that	that	SCONJ
esutjss-285	415	5	certain	certain	ADJ
esutjss-285	415	6	shortcomings	shortcoming	NOUN
esutjss-285	415	7	in	in	ADP
esutjss-285	415	8	the	the	DET
esutjss-285	415	9	road	road	NOUN
esutjss-285	415	10	infrastructure	infrastructure	NOUN
esutjss-285	415	11	such	such	ADJ
esutjss-285	415	12	as	as	ADP
esutjss-285	415	13	potholes	pothole	NOUN
esutjss-285	415	14	,	,	PUNCT
esutjss-285	415	15	poor	poor	ADJ
esutjss-285	415	16	signs	sign	NOUN
esutjss-285	415	17	,	,	PUNCT
esutjss-285	415	18	inadequate	inadequate	ADJ
esutjss-285	415	19	lighting	lighting	NOUN
esutjss-285	415	20	,	,	PUNCT
esutjss-285	415	21	poor	poor	ADJ
esutjss-285	415	22	drainage	drainage	NOUN
esutjss-285	415	23	systems	system	NOUN
esutjss-285	415	24	,	,	PUNCT
esutjss-285	415	25	not	not	PART
esutjss-285	415	26	well	well	ADV
esutjss-285	415	27	designed	design	VERB
esutjss-285	415	28	intersections	intersection	NOUN
esutjss-285	415	29	,	,	PUNCT
esutjss-285	415	30	and	and	CCONJ
esutjss-285	415	31	lack	lack	NOUN
esutjss-285	415	32	of	of	ADP
esutjss-285	415	33	the	the	DET
esutjss-285	415	34	traffic	traffic	NOUN
esutjss-285	415	35	calming	calm	VERB
esutjss-285	415	36	measures	measure	NOUN
esutjss-285	415	37	are	be	AUX
esutjss-285	415	38	highly	highly	ADV
esutjss-285	415	39	related	related	ADJ
esutjss-285	415	40	to	to	ADP
esutjss-285	415	41	the	the	DET
esutjss-285	415	42	increased	increase	VERB
esutjss-285	415	43	rates	rate	NOUN
esutjss-285	415	44	of	of	ADP
esutjss-285	415	45	the	the	DET
esutjss-285	415	46	motor	motor	NOUN
esutjss-285	415	47	insurance	insurance	NOUN
esutjss-285	415	48	claims	claim	VERB
esutjss-285	415	49	.	.	PUNCT
esutjss-285	416	1	the	the	DET
esutjss-285	416	2	explanatory	explanatory	ADJ
esutjss-285	416	3	power	power	NOUN
esutjss-285	416	4	of	of	ADP
esutjss-285	416	5	the	the	DET
esutjss-285	416	6	model	model	NOUN
esutjss-285	416	7	is	be	AUX
esutjss-285	416	8	significant	significant	ADJ
esutjss-285	416	9	,	,	PUNCT
esutjss-285	416	10	with	with	ADP
esutjss-285	416	11	all	all	DET
esutjss-285	416	12	infrastructure	infrastructure	NOUN
esutjss-285	416	13	variables	variable	NOUN
esutjss-285	416	14	but	but	CCONJ
esutjss-285	416	15	lighting	light	VERB
esutjss-285	416	16	being	be	AUX
esutjss-285	416	17	significant	significant	ADJ
esutjss-285	416	18	.	.	PUNCT
esutjss-285	417	1	these	these	DET
esutjss-285	417	2	findings	finding	NOUN
esutjss-285	417	3	support	support	VERB
esutjss-285	417	4	the	the	DET
esutjss-285	417	5	findings	finding	NOUN
esutjss-285	417	6	by	by	ADP
esutjss-285	417	7	onyejekwe	onyejekwe	NOUN
esutjss-285	417	8	et	et	PROPN
esutjss-285	417	9	al	al	PROPN
esutjss-285	417	10	.	.	PROPN
esutjss-285	418	1	(	(	PUNCT
esutjss-285	418	2	2024	2024	NUM
esutjss-285	418	3	)	)	PUNCT
esutjss-285	418	4	and	and	CCONJ
esutjss-285	418	5	femi	femi	PROPN
esutjss-285	418	6	and	and	CCONJ
esutjss-285	418	7	tolorunloju	tolorunloju	PROPN
esutjss-285	418	8	(	(	PUNCT
esutjss-285	418	9	2020	2020	NUM
esutjss-285	418	10	)	)	PUNCT
esutjss-285	418	11	,	,	PUNCT
esutjss-285	418	12	who	who	PRON
esutjss-285	418	13	also	also	ADV
esutjss-285	418	14	observed	observe	VERB
esutjss-285	418	15	that	that	SCONJ
esutjss-285	418	16	poor	poor	ADJ
esutjss-285	418	17	road	road	NOUN
esutjss-285	418	18	conditions	condition	NOUN
esutjss-285	418	19	and	and	CCONJ
esutjss-285	418	20	lack	lack	NOUN
esutjss-285	418	21	of	of	ADP
esutjss-285	418	22	signs	sign	NOUN
esutjss-285	418	23	are	be	AUX
esutjss-285	418	24	common	common	ADJ
esutjss-285	418	25	risks	risk	NOUN
esutjss-285	418	26	in	in	ADP
esutjss-285	418	27	nigerian	nigerian	ADJ
esutjss-285	418	28	roads	road	NOUN
esutjss-285	418	29	.	.	PUNCT
esutjss-285	419	1	the	the	DET
esutjss-285	419	2	present	present	ADJ
esutjss-285	419	3	study	study	NOUN
esutjss-285	419	4	goes	go	VERB
esutjss-285	419	5	further	far	ADV
esutjss-285	419	6	to	to	PART
esutjss-285	419	7	give	give	VERB
esutjss-285	419	8	numerical	numerical	ADJ
esutjss-285	419	9	values	value	NOUN
esutjss-285	419	10	to	to	ADP
esutjss-285	419	11	the	the	DET
esutjss-285	419	12	fact	fact	NOUN
esutjss-285	419	13	that	that	SCONJ
esutjss-285	419	14	in	in	ADP
esutjss-285	419	15	as	as	ADV
esutjss-285	419	16	much	much	ADJ
esutjss-285	419	17	as	as	SCONJ
esutjss-285	419	18	these	these	DET
esutjss-285	419	19	deficiencies	deficiency	NOUN
esutjss-285	419	20	are	be	AUX
esutjss-285	419	21	a	a	DET
esutjss-285	419	22	leading	lead	VERB
esutjss-285	419	23	cause	cause	NOUN
esutjss-285	419	24	of	of	ADP
esutjss-285	419	25	accidents	accident	NOUN
esutjss-285	419	26	,	,	PUNCT
esutjss-285	419	27	they	they	PRON
esutjss-285	419	28	also	also	ADV
esutjss-285	419	29	directly	directly	ADV
esutjss-285	419	30	affect	affect	VERB
esutjss-285	419	31	the	the	DET
esutjss-285	419	32	increase	increase	NOUN
esutjss-285	419	33	in	in	ADP
esutjss-285	419	34	claims	claim	NOUN
esutjss-285	419	35	made	make	VERB
esutjss-285	419	36	by	by	ADP
esutjss-285	419	37	the	the	DET
esutjss-285	419	38	insured	insure	VERB
esutjss-285	419	39	motorists	motorist	NOUN
esutjss-285	419	40	.	.	PUNCT
esutjss-285	420	1	theoretically	theoretically	ADV
esutjss-285	420	2	,	,	PUNCT
esutjss-285	420	3	the	the	DET
esutjss-285	420	4	results	result	NOUN
esutjss-285	420	5	are	be	AUX
esutjss-285	420	6	in	in	ADP
esutjss-285	420	7	line	line	NOUN
esutjss-285	420	8	with	with	ADP
esutjss-285	420	9	the	the	DET
esutjss-285	420	10	propositions	proposition	NOUN
esutjss-285	420	11	of	of	ADP
esutjss-285	420	12	cramers	cramer	NOUN
esutjss-285	420	13	risk	risk	NOUN
esutjss-285	420	14	theory	theory	NOUN
esutjss-285	420	15	that	that	SCONJ
esutjss-285	420	16	factors	factor	NOUN
esutjss-285	420	17	of	of	ADP
esutjss-285	420	18	road	road	NOUN
esutjss-285	420	19	environments	environment	NOUN
esutjss-285	420	20	do	do	AUX
esutjss-285	420	21	have	have	AUX
esutjss-285	420	22	a	a	DET
esutjss-285	420	23	major	major	ADJ
esutjss-285	420	24	influence	influence	NOUN
esutjss-285	420	25	on	on	ADP
esutjss-285	420	26	the	the	DET
esutjss-285	420	27	stochastic	stochastic	ADJ
esutjss-285	420	28	distribution	distribution	NOUN
esutjss-285	420	29	of	of	ADP
esutjss-285	420	30	claim	claim	NOUN
esutjss-285	420	31	payment	payment	NOUN
esutjss-285	420	32	as	as	ADV
esutjss-285	420	33	well	well	ADV
esutjss-285	420	34	as	as	ADP
esutjss-285	420	35	motor	motor	NOUN
esutjss-285	420	36	portfolios	portfolio	NOUN
esutjss-285	420	37	risks	risk	NOUN
esutjss-285	420	38	in	in	ADP
esutjss-285	420	39	high	high	ADJ
esutjss-285	420	40	-	-	PUNCT
esutjss-285	420	41	exposure	exposure	NOUN
esutjss-285	420	42	areas	area	NOUN
esutjss-285	420	43	.	.	PUNCT
esutjss-285	421	1	the	the	DET
esutjss-285	421	2	analysis	analysis	NOUN
esutjss-285	421	3	also	also	ADV
esutjss-285	421	4	strengthens	strengthen	VERB
esutjss-285	421	5	the	the	DET
esutjss-285	421	6	infrastructure	infrastructure	NOUN
esutjss-285	421	7	-	-	PUNCT
esutjss-285	421	8	insurance	insurance	NOUN
esutjss-285	421	9	connection	connection	NOUN
esutjss-285	421	10	by	by	ADP
esutjss-285	421	11	demonstrating	demonstrate	VERB
esutjss-285	421	12	that	that	DET
esutjss-285	421	13	road	road	NOUN
esutjss-285	421	14	infrastructure	infrastructure	NOUN
esutjss-285	421	15	quality	quality	NOUN
esutjss-285	421	16	has	have	VERB
esutjss-285	421	17	an	an	DET
esutjss-285	421	18	important	important	ADJ
esutjss-285	421	19	effect	effect	NOUN
esutjss-285	421	20	on	on	ADP
esutjss-285	421	21	claim	claim	NOUN
esutjss-285	421	22	severity	severity	NOUN
esutjss-285	421	23	and	and	CCONJ
esutjss-285	421	24	settlement	settlement	NOUN
esutjss-285	421	25	cost	cost	NOUN
esutjss-285	421	26	.	.	PUNCT
esutjss-285	422	1	the	the	DET
esutjss-285	422	2	regression	regression	NOUN
esutjss-285	422	3	model	model	NOUN
esutjss-285	422	4	of	of	ADP
esutjss-285	422	5	claim	claim	NOUN
esutjss-285	422	6	severity	severity	NOUN
esutjss-285	422	7	revealed	reveal	VERB
esutjss-285	422	8	two	two	NUM
esutjss-285	422	9	correlated	correlate	VERB
esutjss-285	422	10	coefficients	coefficient	NOUN
esutjss-285	422	11	of	of	ADP
esutjss-285	422	12	determination	determination	NOUN
esutjss-285	422	13	as	as	ADP
esutjss-285	422	14	0.348	0.348	NUM
esutjss-285	422	15	,	,	PUNCT
esutjss-285	422	16	which	which	PRON
esutjss-285	422	17	means	mean	VERB
esutjss-285	422	18	that	that	SCONJ
esutjss-285	422	19	over	over	ADP
esutjss-285	422	20	one	one	NUM
esutjss-285	422	21	-	-	PUNCT
esutjss-285	422	22	third	third	NOUN
esutjss-285	422	23	of	of	ADP
esutjss-285	422	24	the	the	DET
esutjss-285	422	25	variations	variation	NOUN
esutjss-285	422	26	in	in	ADP
esutjss-285	422	27	claim	claim	NOUN
esutjss-285	422	28	cost	cost	NOUN
esutjss-285	422	29	can	can	AUX
esutjss-285	422	30	be	be	AUX
esutjss-285	422	31	explained	explain	VERB
esutjss-285	422	32	by	by	ADP
esutjss-285	422	33	the	the	DET
esutjss-285	422	34	state	state	NOUN
esutjss-285	422	35	of	of	ADP
esutjss-285	422	36	the	the	DET
esutjss-285	422	37	roads	road	NOUN
esutjss-285	422	38	.	.	PUNCT
esutjss-285	423	1	once	once	ADV
esutjss-285	423	2	again	again	ADV
esutjss-285	423	3	,	,	PUNCT
esutjss-285	423	4	potholes	pothole	NOUN
esutjss-285	423	5	,	,	PUNCT
esutjss-285	423	6	signage	signage	NOUN
esutjss-285	423	7	,	,	PUNCT
esutjss-285	423	8	drainage	drainage	NOUN
esutjss-285	423	9	,	,	PUNCT
esutjss-285	423	10	intersections	intersection	NOUN
esutjss-285	423	11	,	,	PUNCT
esutjss-285	423	12	and	and	CCONJ
esutjss-285	423	13	calming	calm	VERB
esutjss-285	423	14	features	feature	NOUN
esutjss-285	423	15	were	be	AUX
esutjss-285	423	16	all	all	PRON
esutjss-285	423	17	serious	serious	ADJ
esutjss-285	423	18	determinants	determinant	NOUN
esutjss-285	423	19	.	.	PUNCT
esutjss-285	424	1	especially	especially	ADV
esutjss-285	424	2	interesting	interesting	ADJ
esutjss-285	424	3	is	be	AUX
esutjss-285	424	4	the	the	DET
esutjss-285	424	5	great	great	ADJ
esutjss-285	424	6	negative	negative	ADJ
esutjss-285	424	7	impact	impact	NOUN
esutjss-285	424	8	of	of	ADP
esutjss-285	424	9	drainage	drainage	NOUN
esutjss-285	424	10	quality	quality	NOUN
esutjss-285	424	11	,	,	PUNCT
esutjss-285	424	12	(	(	PUNCT
esutjss-285	424	13	b	b	NOUN
esutjss-285	424	14	=	=	SYM
esutjss-285	424	15	-0.29	-0.29	NOUN
esutjss-285	424	16	,	,	PUNCT
esutjss-285	424	17	p	p	X
esutjss-285	424	18	<	<	X
esutjss-285	424	19	0.001	0.001	NUM
esutjss-285	424	20	)	)	PUNCT
esutjss-285	424	21	,	,	PUNCT
esutjss-285	424	22	showing	show	VERB
esutjss-285	424	23	how	how	SCONJ
esutjss-285	424	24	being	be	AUX
esutjss-285	424	25	waterlogged	waterlogge	VERB
esutjss-285	424	26	and	and	CCONJ
esutjss-285	424	27	eroded	erode	VERB
esutjss-285	424	28	does	do	AUX
esutjss-285	424	29	not	not	PART
esutjss-285	424	30	only	only	ADV
esutjss-285	424	31	cause	cause	VERB
esutjss-285	424	32	an	an	DET
esutjss-285	424	33	accident	accident	NOUN
esutjss-285	424	34	but	but	CCONJ
esutjss-285	424	35	also	also	ADV
esutjss-285	424	36	a	a	DET
esutjss-285	424	37	more	more	ADV
esutjss-285	424	38	serious	serious	ADJ
esutjss-285	424	39	and	and	CCONJ
esutjss-285	424	40	expensive	expensive	ADJ
esutjss-285	424	41	one	one	NOUN
esutjss-285	424	42	.	.	PUNCT
esutjss-285	425	1	these	these	DET
esutjss-285	425	2	conclusions	conclusion	NOUN
esutjss-285	425	3	coincide	coincide	VERB
esutjss-285	425	4	with	with	ADP
esutjss-285	425	5	the	the	DET
esutjss-285	425	6	discoveries	discovery	NOUN
esutjss-285	425	7	of	of	ADP
esutjss-285	425	8	eneh	eneh	NOUN
esutjss-285	425	9	et	et	PROPN
esutjss-285	425	10	al	al	PROPN
esutjss-285	425	11	.	.	PROPN
esutjss-285	426	1	(	(	PUNCT
esutjss-285	426	2	2023	2023	NUM
esutjss-285	426	3	)	)	PUNCT
esutjss-285	426	4	,	,	PUNCT
esutjss-285	426	5	who	who	PRON
esutjss-285	426	6	recorded	record	VERB
esutjss-285	426	7	the	the	DET
esutjss-285	426	8	economic	economic	ADJ
esutjss-285	426	9	stress	stress	NOUN
esutjss-285	426	10	that	that	PRON
esutjss-285	426	11	is	be	AUX
esutjss-285	426	12	caused	cause	VERB
esutjss-285	426	13	by	by	ADP
esutjss-285	426	14	road	road	NOUN
esutjss-285	426	15	accidents	accident	NOUN
esutjss-285	426	16	in	in	ADP
esutjss-285	426	17	terms	term	NOUN
esutjss-285	426	18	of	of	ADP
esutjss-285	426	19	repair	repair	NOUN
esutjss-285	426	20	,	,	PUNCT
esutjss-285	426	21	medical	medical	ADJ
esutjss-285	426	22	expenses	expense	NOUN
esutjss-285	426	23	,	,	PUNCT
esutjss-285	426	24	and	and	CCONJ
esutjss-285	426	25	the	the	DET
esutjss-285	426	26	loss	loss	NOUN
esutjss-285	426	27	of	of	ADP
esutjss-285	426	28	lives	life	NOUN
esutjss-285	426	29	.	.	PUNCT
esutjss-285	427	1	combining	combine	VERB
esutjss-285	427	2	this	this	PRON
esutjss-285	427	3	with	with	ADP
esutjss-285	427	4	findings	finding	NOUN
esutjss-285	427	5	of	of	ADP
esutjss-285	427	6	the	the	DET
esutjss-285	427	7	present	present	ADJ
esutjss-285	427	8	analysis	analysis	NOUN
esutjss-285	427	9	,	,	PUNCT
esutjss-285	427	10	it	it	PRON
esutjss-285	427	11	becomes	become	VERB
esutjss-285	427	12	obvious	obvious	ADJ
esutjss-285	427	13	that	that	SCONJ
esutjss-285	427	14	the	the	DET
esutjss-285	427	15	insufficiency	insufficiency	NOUN
esutjss-285	427	16	of	of	ADP
esutjss-285	427	17	infrastructure	infrastructure	NOUN
esutjss-285	427	18	not	not	PART
esutjss-285	427	19	only	only	ADV
esutjss-285	427	20	augments	augment	VERB
esutjss-285	427	21	the	the	DET
esutjss-285	427	22	number	number	NOUN
esutjss-285	427	23	of	of	ADP
esutjss-285	427	24	accidents	accident	NOUN
esutjss-285	427	25	,	,	PUNCT
esutjss-285	427	26	it	it	PRON
esutjss-285	427	27	also	also	ADV
esutjss-285	427	28	raises	raise	VERB
esutjss-285	427	29	the	the	DET
esutjss-285	427	30	financial	financial	ADJ
esutjss-285	427	31	scale	scale	NOUN
esutjss-285	427	32	of	of	ADP
esutjss-285	427	33	the	the	DET
esutjss-285	427	34	incidents	incident	NOUN
esutjss-285	427	35	.	.	PUNCT
esutjss-285	428	1	the	the	DET
esutjss-285	428	2	impact	impact	NOUN
esutjss-285	428	3	on	on	ADP
esutjss-285	428	4	the	the	DET
esutjss-285	428	5	nigerian	nigerian	ADJ
esutjss-285	428	6	insurance	insurance	NOUN
esutjss-285	428	7	industry	industry	NOUN
esutjss-285	428	8	is	be	AUX
esutjss-285	428	9	complex	complex	ADJ
esutjss-285	428	10	.	.	PUNCT
esutjss-285	429	1	systemic	systemic	ADJ
esutjss-285	429	2	infrastructure	infrastructure	NOUN
esutjss-285	429	3	failures	failure	NOUN
esutjss-285	429	4	are	be	AUX
esutjss-285	429	5	causing	cause	VERB
esutjss-285	429	6	growing	grow	VERB
esutjss-285	429	7	insurer	insurer	NOUN
esutjss-285	429	8	vulnerability	vulnerability	NOUN
esutjss-285	429	9	,	,	PUNCT
esutjss-285	429	10	which	which	PRON
esutjss-285	429	11	is	be	AUX
esutjss-285	429	12	reflected	reflect	VERB
esutjss-285	429	13	in	in	ADP
esutjss-285	429	14	high	high	ADJ
esutjss-285	429	15	claim	claim	NOUN
esutjss-285	429	16	frequencies	frequency	NOUN
esutjss-285	429	17	and	and	CCONJ
esutjss-285	429	18	severities	severity	NOUN
esutjss-285	429	19	and	and	CCONJ
esutjss-285	429	20	promulgated	promulgate	VERB
esutjss-285	429	21	by	by	ADP
esutjss-285	429	22	industry	industry	NOUN
esutjss-285	429	23	-	-	PUNCT
esutjss-285	429	24	specific	specific	ADJ
esutjss-285	429	25	investigations	investigation	NOUN
esutjss-285	429	26	,	,	PUNCT
esutjss-285	429	27	including	include	VERB
esutjss-285	429	28	nem	nem	PROPN
esutjss-285	429	29	insurance	insurance	PROPN
esutjss-285	429	30	plc	plc	PROPN
esutjss-285	429	31	(	(	PUNCT
esutjss-285	429	32	2018	2018	NUM
esutjss-285	429	33	)	)	PUNCT
esutjss-285	429	34	and	and	CCONJ
esutjss-285	429	35	enyinda	enyinda	ADV
esutjss-285	429	36	(	(	PUNCT
esutjss-285	429	37	2022	2022	NUM
esutjss-285	429	38	)	)	PUNCT
esutjss-285	429	39	.	.	PUNCT
esutjss-285	430	1	not	not	PART
esutjss-285	430	2	only	only	ADV
esutjss-285	430	3	does	do	AUX
esutjss-285	430	4	this	this	PRON
esutjss-285	430	5	undermine	undermine	VERB
esutjss-285	430	6	underwriting	underwriting	NOUN
esutjss-285	430	7	profitability	profitability	NOUN
esutjss-285	430	8	,	,	PUNCT
esutjss-285	430	9	but	but	CCONJ
esutjss-285	430	10	it	it	PRON
esutjss-285	430	11	undermines	undermine	VERB
esutjss-285	430	12	capital	capital	NOUN
esutjss-285	430	13	adequacy	adequacy	NOUN
esutjss-285	430	14	and	and	CCONJ
esutjss-285	430	15	pricing	pricing	NOUN
esutjss-285	430	16	accuracy	accuracy	NOUN
esutjss-285	430	17	as	as	ADV
esutjss-285	430	18	well	well	ADV
esutjss-285	430	19	,	,	PUNCT
esutjss-285	430	20	particularly	particularly	ADV
esutjss-285	430	21	in	in	ADP
esutjss-285	430	22	an	an	DET
esutjss-285	430	23	inflationary	inflationary	ADJ
esutjss-285	430	24	environment	environment	NOUN
esutjss-285	430	25	.	.	PUNCT
esutjss-285	431	1	also	also	ADV
esutjss-285	431	2	,	,	PUNCT
esutjss-285	431	3	the	the	DET
esutjss-285	431	4	irrelevancy	irrelevancy	NOUN
esutjss-285	431	5	of	of	ADP
esutjss-285	431	6	assessing	assess	VERB
esutjss-285	431	7	spatial	spatial	ADJ
esutjss-285	431	8	aspects	aspect	NOUN
esutjss-285	431	9	of	of	ADP
esutjss-285	431	10	risk	risk	NOUN
esutjss-285	431	11	,	,	PUNCT
esutjss-285	431	12	such	such	ADJ
esutjss-285	431	13	as	as	ADP
esutjss-285	431	14	infrastructure	infrastructure	NOUN
esutjss-285	431	15	conditions	condition	NOUN
esutjss-285	431	16	,	,	PUNCT
esutjss-285	431	17	into	into	ADP
esutjss-285	431	18	underwriting	underwriting	NOUN
esutjss-285	431	19	models	model	NOUN
esutjss-285	431	20	is	be	AUX
esutjss-285	431	21	a	a	DET
esutjss-285	431	22	shortcoming	shortcoming	NOUN
esutjss-285	431	23	in	in	ADP
esutjss-285	431	24	actuarial	actuarial	ADJ
esutjss-285	431	25	creativity	creativity	NOUN
esutjss-285	431	26	.	.	PUNCT
esutjss-285	432	1	the	the	DET
esutjss-285	432	2	results	result	NOUN
esutjss-285	432	3	in	in	ADP
esutjss-285	432	4	this	this	DET
esutjss-285	432	5	study	study	NOUN
esutjss-285	432	6	offer	offer	VERB
esutjss-285	432	7	a	a	DET
esutjss-285	432	8	solid	solid	ADJ
esutjss-285	432	9	argument	argument	NOUN
esutjss-285	432	10	in	in	ADP
esutjss-285	432	11	support	support	NOUN
esutjss-285	432	12	of	of	ADP
esutjss-285	432	13	including	include	VERB
esutjss-285	432	14	infrastructure	infrastructure	NOUN
esutjss-285	432	15	variables	variable	NOUN
esutjss-285	432	16	in	in	ADP
esutjss-285	432	17	risk	risk	NOUN
esutjss-285	432	18	-	-	PUNCT
esutjss-285	432	19	based	base	VERB
esutjss-285	432	20	pricing	pricing	NOUN
esutjss-285	432	21	systems	system	NOUN
esutjss-285	432	22	and	and	CCONJ
esutjss-285	432	23	use	use	NOUN
esutjss-285	432	24	of	of	ADP
esutjss-285	432	25	telematics	telematic	NOUN
esutjss-285	432	26	to	to	ADP
esutjss-285	432	27	price	price	NOUN
esutjss-285	432	28	policies	policy	NOUN
esutjss-285	432	29	.	.	PUNCT
esutjss-285	433	1	251	251	NUM
esutjss-285	433	2	policy	policy	NOUN
esutjss-285	433	3	-	-	PUNCT
esutjss-285	433	4	wise	wise	ADJ
esutjss-285	433	5	,	,	PUNCT
esutjss-285	433	6	the	the	DET
esutjss-285	433	7	evidence	evidence	NOUN
esutjss-285	433	8	warranted	warrant	VERB
esutjss-285	433	9	a	a	DET
esutjss-285	433	10	matter	matter	NOUN
esutjss-285	433	11	-	-	PUNCT
esutjss-285	433	12	of	of	ADP
esutjss-285	433	13	-	-	PUNCT
esutjss-285	433	14	urgency	urgency	NOUN
esutjss-285	433	15	to	to	PART
esutjss-285	433	16	prioritize	prioritize	VERB
esutjss-285	433	17	and	and	CCONJ
esutjss-285	433	18	make	make	VERB
esutjss-285	433	19	specific	specific	ADJ
esutjss-285	433	20	investments	investment	NOUN
esutjss-285	433	21	in	in	ADP
esutjss-285	433	22	roads	road	NOUN
esutjss-285	433	23	.	.	PUNCT
esutjss-285	434	1	better	well	ADJ
esutjss-285	434	2	design	design	NOUN
esutjss-285	434	3	standards	standard	NOUN
esutjss-285	434	4	in	in	ADP
esutjss-285	434	5	the	the	DET
esutjss-285	434	6	drainage	drainage	NOUN
esutjss-285	434	7	system	system	NOUN
esutjss-285	434	8	,	,	PUNCT
esutjss-285	434	9	traffic	traffic	NOUN
esutjss-285	434	10	signs	sign	NOUN
esutjss-285	434	11	and	and	CCONJ
esutjss-285	434	12	road	road	NOUN
esutjss-285	434	13	lighting	lighting	NOUN
esutjss-285	434	14	system	system	NOUN
esutjss-285	434	15	,	,	PUNCT
esutjss-285	434	16	as	as	ADV
esutjss-285	434	17	well	well	ADV
esutjss-285	434	18	as	as	ADP
esutjss-285	434	19	,	,	PUNCT
esutjss-285	434	20	traffic	traffic	NOUN
esutjss-285	434	21	calming	calm	VERB
esutjss-285	434	22	infrastructures	infrastructure	NOUN
esutjss-285	434	23	can	can	AUX
esutjss-285	434	24	save	save	VERB
esutjss-285	434	25	on	on	ADP
esutjss-285	434	26	the	the	DET
esutjss-285	434	27	number	number	NOUN
esutjss-285	434	28	of	of	ADP
esutjss-285	434	29	motor	motor	NOUN
esutjss-285	434	30	insurance	insurance	NOUN
esutjss-285	434	31	claims	claim	NOUN
esutjss-285	434	32	,	,	PUNCT
esutjss-285	434	33	as	as	ADV
esutjss-285	434	34	well	well	ADV
esutjss-285	434	35	as	as	ADP
esutjss-285	434	36	,	,	PUNCT
esutjss-285	434	37	the	the	DET
esutjss-285	434	38	cost	cost	NOUN
esutjss-285	434	39	incurred	incur	VERB
esutjss-285	434	40	in	in	ADP
esutjss-285	434	41	settling	settle	VERB
esutjss-285	434	42	the	the	DET
esutjss-285	434	43	claims	claim	NOUN
esutjss-285	434	44	.	.	PUNCT
esutjss-285	435	1	this	this	PRON
esutjss-285	435	2	aligns	align	VERB
esutjss-285	435	3	with	with	ADP
esutjss-285	435	4	the	the	DET
esutjss-285	435	5	international	international	ADJ
esutjss-285	435	6	literature	literature	NOUN
esutjss-285	435	7	(	(	PUNCT
esutjss-285	435	8	e.g.	e.g.	ADV
esutjss-285	435	9	,	,	PUNCT
esutjss-285	435	10	papadimitriou	papadimitriou	VERB
esutjss-285	435	11	et	et	PROPN
esutjss-285	435	12	al	al	PROPN
esutjss-285	435	13	.	.	PROPN
esutjss-285	435	14	,	,	PUNCT
esutjss-285	435	15	2019	2019	NUM
esutjss-285	435	16	;	;	PUNCT
esutjss-285	435	17	yannis	yannis	PROPN
esutjss-285	435	18	et	et	PROPN
esutjss-285	435	19	al	al	PROPN
esutjss-285	435	20	.	.	PROPN
esutjss-285	435	21	,	,	PUNCT
esutjss-285	435	22	2016	2016	NUM
esutjss-285	435	23	)	)	PUNCT
esutjss-285	435	24	,	,	PUNCT
esutjss-285	435	25	which	which	PRON
esutjss-285	435	26	shows	show	VERB
esutjss-285	435	27	infrastructure	infrastructure	NOUN
esutjss-285	435	28	investments	investment	NOUN
esutjss-285	435	29	to	to	PART
esutjss-285	435	30	be	be	AUX
esutjss-285	435	31	one	one	NUM
esutjss-285	435	32	of	of	ADP
esutjss-285	435	33	the	the	DET
esutjss-285	435	34	most	most	ADV
esutjss-285	435	35	cost	cost	NOUN
esutjss-285	435	36	-	-	PUNCT
esutjss-285	435	37	efficient	efficient	ADJ
esutjss-285	435	38	measures	measure	NOUN
esutjss-285	435	39	in	in	ADP
esutjss-285	435	40	enhancing	enhance	VERB
esutjss-285	435	41	road	road	NOUN
esutjss-285	435	42	safety	safety	NOUN
esutjss-285	435	43	and	and	CCONJ
esutjss-285	435	44	decreasing	decrease	VERB
esutjss-285	435	45	the	the	DET
esutjss-285	435	46	insurance	insurance	NOUN
esutjss-285	435	47	burden	burden	NOUN
esutjss-285	435	48	.	.	PUNCT
esutjss-285	436	1	such	such	ADJ
esutjss-285	436	2	improvements	improvement	NOUN
esutjss-285	436	3	may	may	AUX
esutjss-285	436	4	also	also	ADV
esutjss-285	436	5	become	become	VERB
esutjss-285	436	6	an	an	DET
esutjss-285	436	7	indirect	indirect	ADJ
esutjss-285	436	8	form	form	NOUN
esutjss-285	436	9	of	of	ADP
esutjss-285	436	10	regulation	regulation	NOUN
esutjss-285	436	11	in	in	ADP
esutjss-285	436	12	the	the	DET
esutjss-285	436	13	context	context	NOUN
esutjss-285	436	14	of	of	ADP
esutjss-285	436	15	developing	develop	VERB
esutjss-285	436	16	countries	country	NOUN
esutjss-285	436	17	such	such	ADJ
esutjss-285	436	18	as	as	ADP
esutjss-285	436	19	nigeria	nigeria	PROPN
esutjss-285	436	20	,	,	PUNCT
esutjss-285	436	21	where	where	SCONJ
esutjss-285	436	22	enforcement	enforcement	NOUN
esutjss-285	436	23	is	be	AUX
esutjss-285	436	24	loose	loose	ADJ
esutjss-285	436	25	and	and	CCONJ
esutjss-285	436	26	infrastructure	infrastructure	NOUN
esutjss-285	436	27	repair	repair	NOUN
esutjss-285	436	28	is	be	AUX
esutjss-285	436	29	random	random	ADJ
esutjss-285	436	30	,	,	PUNCT
esutjss-285	436	31	affecting	affect	VERB
esutjss-285	436	32	driver	driver	NOUN
esutjss-285	436	33	behavioral	behavioral	ADJ
esutjss-285	436	34	patterns	pattern	NOUN
esutjss-285	436	35	and	and	CCONJ
esutjss-285	436	36	minimizing	minimize	VERB
esutjss-285	436	37	high	high	ADJ
esutjss-285	436	38	risk	risk	NOUN
esutjss-285	436	39	exposure	exposure	NOUN
esutjss-285	436	40	areas	area	NOUN
esutjss-285	436	41	.	.	PUNCT
esutjss-285	437	1	references	reference	NOUN
esutjss-285	437	2	adeleke	adeleke	VERB
esutjss-285	437	3	,	,	PUNCT
esutjss-285	437	4	r.	r.	PROPN
esutjss-285	437	5	,	,	PUNCT
esutjss-285	437	6	osayomi	osayomi	NOUN
esutjss-285	437	7	,	,	PUNCT
esutjss-285	437	8	t.	t.	PROPN
esutjss-285	437	9	,	,	PUNCT
esutjss-285	437	10	&	&	CCONJ
esutjss-285	437	11	iyanda	iyanda	PROPN
esutjss-285	437	12	,	,	PUNCT
esutjss-285	437	13	a.	a.	PROPN
esutjss-285	437	14	e.	e.	PROPN
esutjss-285	437	15	(	(	PUNCT
esutjss-285	437	16	2020	2020	NUM
esutjss-285	437	17	)	)	PUNCT
esutjss-285	437	18	.	.	PUNCT
esutjss-285	438	1	geographical	geographical	ADJ
esutjss-285	438	2	patterns	pattern	NOUN
esutjss-285	438	3	and	and	CCONJ
esutjss-285	438	4	effects	effect	NOUN
esutjss-285	438	5	of	of	ADP
esutjss-285	438	6	human	human	ADJ
esutjss-285	438	7	and	and	CCONJ
esutjss-285	438	8	mechanical	mechanical	ADJ
esutjss-285	438	9	factors	factor	NOUN
esutjss-285	438	10	on	on	ADP
esutjss-285	438	11	road	road	NOUN
esutjss-285	438	12	traffic	traffic	NOUN
esutjss-285	438	13	crashes	crash	NOUN
esutjss-285	438	14	in	in	ADP
esutjss-285	438	15	nigeria	nigeria	PROPN
esutjss-285	438	16	.	.	PUNCT
esutjss-285	439	1	international	international	ADJ
esutjss-285	439	2	journal	journal	PROPN
esutjss-285	439	3	of	of	ADP
esutjss-285	439	4	injury	injury	NOUN
esutjss-285	439	5	control	control	NOUN
esutjss-285	439	6	and	and	CCONJ
esutjss-285	439	7	safety	safety	NOUN
esutjss-285	439	8	promotion	promotion	NOUN
esutjss-285	439	9	,	,	PUNCT
esutjss-285	439	10	28(1	28(1	NOUN
esutjss-285	439	11	)	)	PUNCT
esutjss-285	439	12	,	,	PUNCT
esutjss-285	439	13	3	3	NUM
esutjss-285	439	14	-	-	SYM
esutjss-285	439	15	15	15	NUM
esutjss-285	439	16	.	.	PUNCT
esutjss-285	440	1	adepoju	adepoju	PROPN
esutjss-285	440	2	,	,	PUNCT
esutjss-285	440	3	o.	o.	NOUN
esutjss-285	440	4	o.	o.	NOUN
esutjss-285	440	5	(	(	PUNCT
esutjss-285	440	6	2021	2021	NUM
esutjss-285	440	7	)	)	PUNCT
esutjss-285	440	8	.	.	PUNCT
esutjss-285	441	1	analysis	analysis	NOUN
esutjss-285	441	2	of	of	ADP
esutjss-285	441	3	road	road	NOUN
esutjss-285	441	4	transportation	transportation	NOUN
esutjss-285	441	5	infrastructure	infrastructure	NOUN
esutjss-285	441	6	construction	construction	NOUN
esutjss-285	441	7	and	and	CCONJ
esutjss-285	441	8	maintenance	maintenance	NOUN
esutjss-285	441	9	for	for	ADP
esutjss-285	441	10	sustainable	sustainable	ADJ
esutjss-285	441	11	development	development	NOUN
esutjss-285	441	12	in	in	ADP
esutjss-285	441	13	south	south	ADJ
esutjss-285	441	14	-	-	PUNCT
esutjss-285	441	15	western	western	PROPN
esutjss-285	441	16	nigeria	nigeria	PROPN
esutjss-285	441	17	.	.	PUNCT
esutjss-285	442	1	journal	journal	PROPN
esutjss-285	442	2	of	of	ADP
esutjss-285	442	3	sustainable	sustainable	ADJ
esutjss-285	442	4	development	development	NOUN
esutjss-285	442	5	of	of	ADP
esutjss-285	442	6	transport	transport	NOUN
esutjss-285	442	7	and	and	CCONJ
esutjss-285	442	8	logistics	logistic	NOUN
esutjss-285	442	9	,	,	PUNCT
esutjss-285	442	10	6(1	6(1	NUM
esutjss-285	442	11	)	)	PUNCT
esutjss-285	442	12	,	,	PUNCT
esutjss-285	442	13	49	49	NUM
esutjss-285	442	14	-	-	SYM
esutjss-285	442	15	58	58	NUM
esutjss-285	442	16	.	.	PUNCT
esutjss-285	443	1	afolabi	afolabi	NOUN
esutjss-285	443	2	,	,	PUNCT
esutjss-285	443	3	o.	o.	PROPN
esutjss-285	443	4	j.	j.	PROPN
esutjss-285	443	5	,	,	PUNCT
esutjss-285	443	6	&	&	CCONJ
esutjss-285	443	7	gbadamosi	gbadamosi	PROPN
esutjss-285	443	8	,	,	PUNCT
esutjss-285	443	9	k.	k.	PROPN
esutjss-285	443	10	t.	t.	PROPN
esutjss-285	443	11	(	(	PUNCT
esutjss-285	443	12	2017	2017	NUM
esutjss-285	443	13	)	)	PUNCT
esutjss-285	443	14	.	.	PUNCT
esutjss-285	444	1	road	road	NOUN
esutjss-285	444	2	traffic	traffic	NOUN
esutjss-285	444	3	crashes	crash	NOUN
esutjss-285	444	4	in	in	ADP
esutjss-285	444	5	nigeria	nigeria	PROPN
esutjss-285	444	6	:	:	PUNCT
esutjss-285	444	7	causes	cause	NOUN
esutjss-285	444	8	and	and	CCONJ
esutjss-285	444	9	consequences	consequence	NOUN
esutjss-285	444	10	.	.	PUNCT
esutjss-285	445	1	transport	transport	NOUN
esutjss-285	445	2	&	&	CCONJ
esutjss-285	445	3	logistics	logistic	NOUN
esutjss-285	445	4	:	:	PUNCT
esutjss-285	445	5	the	the	DET
esutjss-285	445	6	international	international	ADJ
esutjss-285	445	7	journal	journal	NOUN
esutjss-285	445	8	,	,	PUNCT
esutjss-285	445	9	17(42	17(42	PROPN
esutjss-285	445	10	)	)	PUNCT
esutjss-285	445	11	,	,	PUNCT
esutjss-285	445	12	2406	2406	NUM
esutjss-285	445	13	-	-	SYM
esutjss-285	445	14	1069	1069	NUM
esutjss-285	445	15	.	.	PUNCT
esutjss-285	445	16	agbeboh	agbeboh	NOUN
esutjss-285	445	17	,	,	PUNCT
esutjss-285	445	18	g.	g.	PROPN
esutjss-285	445	19	u.	u.	PROPN
esutjss-285	445	20	,	,	PUNCT
esutjss-285	445	21	&	&	CCONJ
esutjss-285	445	22	osabuohien	osabuohien	PROPN
esutjss-285	445	23	-	-	PUNCT
esutjss-285	445	24	irabor	irabor	NOUN
esutjss-285	445	25	,	,	PUNCT
esutjss-285	445	26	o.	o.	PROPN
esutjss-285	445	27	(	(	PUNCT
esutjss-285	445	28	2013	2013	NUM
esutjss-285	445	29	)	)	PUNCT
esutjss-285	445	30	.	.	PUNCT
esutjss-285	446	1	empirical	empirical	ADJ
esutjss-285	446	2	analysis	analysis	NOUN
esutjss-285	446	3	of	of	ADP
esutjss-285	446	4	road	road	NOUN
esutjss-285	446	5	traffic	traffic	NOUN
esutjss-285	446	6	accidents	accident	NOUN
esutjss-285	446	7	:	:	PUNCT
esutjss-285	446	8	a	a	DET
esutjss-285	446	9	case	case	NOUN
esutjss-285	446	10	study	study	NOUN
esutjss-285	446	11	of	of	ADP
esutjss-285	446	12	kogi	kogi	PROPN
esutjss-285	446	13	state	state	PROPN
esutjss-285	446	14	,	,	PUNCT
esutjss-285	446	15	north	north	NOUN
esutjss-285	446	16	-	-	PUNCT
esutjss-285	446	17	central	central	NOUN
esutjss-285	446	18	nigeria	nigeria	PROPN
esutjss-285	446	19	.	.	PUNCT
esutjss-285	447	1	international	international	ADJ
esutjss-285	447	2	journal	journal	PROPN
esutjss-285	447	3	of	of	ADP
esutjss-285	447	4	physical	physical	ADJ
esutjss-285	447	5	sciences	science	NOUN
esutjss-285	447	6	,	,	PUNCT
esutjss-285	447	7	8(40	8(40	NUM
esutjss-285	447	8	)	)	PUNCT
esutjss-285	447	9	,	,	PUNCT
esutjss-285	447	10	1923	1923	NUM
esutjss-285	447	11	-	-	SYM
esutjss-285	447	12	1933	1933	NUM
esutjss-285	447	13	.	.	PUNCT
esutjss-285	448	1	ajayi	ajayi	PROPN
esutjss-285	448	2	,	,	PUNCT
esutjss-285	448	3	o.	o.	PROPN
esutjss-285	448	4	o.	o.	PROPN
esutjss-285	448	5	,	,	PUNCT
esutjss-285	448	6	bagula	bagula	PROPN
esutjss-285	448	7	,	,	PUNCT
esutjss-285	448	8	a.	a.	PROPN
esutjss-285	448	9	b.	b.	PROPN
esutjss-285	448	10	,	,	PUNCT
esutjss-285	448	11	maluleke	maluleke	PROPN
esutjss-285	448	12	,	,	PUNCT
esutjss-285	448	13	h.	h.	PROPN
esutjss-285	448	14	c.	c.	PROPN
esutjss-285	448	15	,	,	PUNCT
esutjss-285	448	16	&	&	CCONJ
esutjss-285	448	17	odun	odun	PROPN
esutjss-285	448	18	-	-	PUNCT
esutjss-285	448	19	ayo	ayo	PROPN
esutjss-285	448	20	,	,	PUNCT
esutjss-285	448	21	i.	i.	PROPN
esutjss-285	448	22	a.	a.	PROPN
esutjss-285	448	23	(	(	PUNCT
esutjss-285	448	24	2021	2021	NUM
esutjss-285	448	25	)	)	PUNCT
esutjss-285	448	26	.	.	PUNCT
esutjss-285	449	1	transport	transport	NOUN
esutjss-285	449	2	inequalities	inequality	NOUN
esutjss-285	449	3	and	and	CCONJ
esutjss-285	449	4	the	the	DET
esutjss-285	449	5	adoption	adoption	NOUN
esutjss-285	449	6	of	of	ADP
esutjss-285	449	7	intelligent	intelligent	ADJ
esutjss-285	449	8	transportation	transportation	NOUN
esutjss-285	449	9	systems	system	NOUN
esutjss-285	449	10	in	in	ADP
esutjss-285	449	11	africa	africa	PROPN
esutjss-285	449	12	:	:	PUNCT
esutjss-285	449	13	a	a	DET
esutjss-285	449	14	research	research	NOUN
esutjss-285	449	15	landscape	landscape	NOUN
esutjss-285	449	16	.	.	PUNCT
esutjss-285	450	1	sustainability	sustainability	NOUN
esutjss-285	450	2	,	,	PUNCT
esutjss-285	450	3	13(22	13(22	NUM
esutjss-285	450	4	)	)	PUNCT
esutjss-285	450	5	,	,	PUNCT
esutjss-285	450	6	12891	12891	NUM
esutjss-285	450	7	.	.	PUNCT
esutjss-285	451	1	ajemunigbohun	ajemunigbohun	PROPN
esutjss-285	451	2	,	,	PUNCT
esutjss-285	451	3	s.	s.	PROPN
esutjss-285	451	4	s.	s.	PROPN
esutjss-285	451	5	,	,	PUNCT
esutjss-285	451	6	oreshile	oreshile	VERB
esutjss-285	451	7	,	,	PUNCT
esutjss-285	451	8	s.	s.	PROPN
esutjss-285	451	9	a.	a.	PROPN
esutjss-285	451	10	,	,	PUNCT
esutjss-285	451	11	&	&	CCONJ
esutjss-285	451	12	alli	alli	PROPN
esutjss-285	451	13	,	,	PUNCT
esutjss-285	451	14	n.	n.	PROPN
esutjss-285	451	15	g.	g.	PROPN
esutjss-285	451	16	(	(	PUNCT
esutjss-285	451	17	2018	2018	NUM
esutjss-285	451	18	)	)	PUNCT
esutjss-285	451	19	.	.	PUNCT
esutjss-285	452	1	internal	internal	ADJ
esutjss-285	452	2	marketing	marketing	NOUN
esutjss-285	452	3	,	,	PUNCT
esutjss-285	452	4	salesforce	salesforce	NOUN
esutjss-285	452	5	performance	performance	NOUN
esutjss-285	452	6	and	and	CCONJ
esutjss-285	452	7	service	service	NOUN
esutjss-285	452	8	delivery	delivery	NOUN
esutjss-285	452	9	:	:	PUNCT
esutjss-285	452	10	empirical	empirical	ADJ
esutjss-285	452	11	evidence	evidence	NOUN
esutjss-285	452	12	from	from	ADP
esutjss-285	452	13	the	the	DET
esutjss-285	452	14	nigerian	nigerian	ADJ
esutjss-285	452	15	insurance	insurance	NOUN
esutjss-285	452	16	industry	industry	NOUN
esutjss-285	452	17	.	.	PUNCT
esutjss-285	453	1	annals	annal	NOUN
esutjss-285	453	2	of	of	ADP
esutjss-285	453	3	the	the	DET
esutjss-285	453	4	university	university	PROPN
esutjss-285	453	5	of	of	ADP
esutjss-285	453	6	craiova	craiova	PROPN
esutjss-285	453	7	,	,	PUNCT
esutjss-285	453	8	economic	economic	ADJ
esutjss-285	453	9	sciences	sciences	PROPN
esutjss-285	453	10	series	series	NOUN
esutjss-285	453	11	,	,	PUNCT
esutjss-285	453	12	1(46	1(46	NUM
esutjss-285	453	13	)	)	PUNCT
esutjss-285	453	14	.	.	PUNCT
esutjss-285	454	1	akinyemi	akinyemi	NOUN
esutjss-285	454	2	,	,	PUNCT
esutjss-285	454	3	y.	y.	PROPN
esutjss-285	454	4	c.	c.	PROPN
esutjss-285	454	5	(	(	PUNCT
esutjss-285	454	6	2019	2019	NUM
esutjss-285	454	7	)	)	PUNCT
esutjss-285	454	8	.	.	PUNCT
esutjss-285	455	1	exploratory	exploratory	ADJ
esutjss-285	455	2	spatial	spatial	ADJ
esutjss-285	455	3	analysis	analysis	NOUN
esutjss-285	455	4	of	of	ADP
esutjss-285	455	5	traffic	traffic	NOUN
esutjss-285	455	6	crashes	crash	NOUN
esutjss-285	455	7	,	,	PUNCT
esutjss-285	455	8	road	road	NOUN
esutjss-285	455	9	mortality	mortality	NOUN
esutjss-285	455	10	and	and	CCONJ
esutjss-285	455	11	morbidity	morbidity	NOUN
esutjss-285	455	12	in	in	ADP
esutjss-285	455	13	nigeria	nigeria	PROPN
esutjss-285	455	14	.	.	PUNCT
esutjss-285	456	1	international	international	ADJ
esutjss-285	456	2	social	social	ADJ
esutjss-285	456	3	science	science	NOUN
esutjss-285	456	4	journal	journal	NOUN
esutjss-285	456	5	,	,	PUNCT
esutjss-285	456	6	69(232	69(232	NOUN
esutjss-285	456	7	)	)	PUNCT
esutjss-285	456	8	,	,	PUNCT
esutjss-285	456	9	119	119	NUM
esutjss-285	456	10	-	-	SYM
esutjss-285	456	11	135	135	NUM
esutjss-285	456	12	.	.	PUNCT
esutjss-285	457	1	akujor	akujor	PROPN
esutjss-285	457	2	,	,	PUNCT
esutjss-285	457	3	c.	c.	PROPN
esutjss-285	457	4	e.	e.	PROPN
esutjss-285	457	5	,	,	PUNCT
esutjss-285	457	6	uzowuru	uzowuru	PROPN
esutjss-285	457	7	,	,	PUNCT
esutjss-285	457	8	e.	e.	PROPN
esutjss-285	457	9	e.	e.	PROPN
esutjss-285	457	10	,	,	PUNCT
esutjss-285	457	11	abubakar	abubakar	PROPN
esutjss-285	457	12	,	,	PUNCT
esutjss-285	457	13	s.	s.	PROPN
esutjss-285	457	14	s.	s.	PROPN
esutjss-285	457	15	,	,	PUNCT
esutjss-285	457	16	&	&	CCONJ
esutjss-285	457	17	amakom	amakom	ADJ
esutjss-285	457	18	,	,	PUNCT
esutjss-285	457	19	c.	c.	PROPN
esutjss-285	457	20	m.	m.	NOUN
esutjss-285	457	21	(	(	PUNCT
esutjss-285	457	22	2022	2022	NUM
esutjss-285	457	23	)	)	PUNCT
esutjss-285	457	24	.	.	PUNCT
esutjss-285	458	1	decarbonisation	decarbonisation	NOUN
esutjss-285	458	2	of	of	ADP
esutjss-285	458	3	the	the	DET
esutjss-285	458	4	transport	transport	NOUN
esutjss-285	458	5	sector	sector	NOUN
esutjss-285	458	6	in	in	ADP
esutjss-285	458	7	nigeria	nigeria	PROPN
esutjss-285	458	8	.	.	PUNCT
esutjss-285	459	1	environmental	environmental	ADJ
esutjss-285	459	2	health	health	NOUN
esutjss-285	459	3	insights	insight	NOUN
esutjss-285	459	4	,	,	PUNCT
esutjss-285	459	5	16	16	NUM
esutjss-285	459	6	,	,	PUNCT
esutjss-285	459	7	11786302221125039	11786302221125039	NUM
esutjss-285	459	8	.	.	PUNCT
esutjss-285	460	1	albalate	albalate	PROPN
esutjss-285	460	2	,	,	PUNCT
esutjss-285	460	3	d.	d.	PROPN
esutjss-285	460	4	,	,	PUNCT
esutjss-285	460	5	&	&	CCONJ
esutjss-285	460	6	bel	bel	PROPN
esutjss-285	460	7	-	-	PROPN
esutjss-285	460	8	piñana	piñana	PROPN
esutjss-285	460	9	,	,	PUNCT
esutjss-285	460	10	p.	p.	NOUN
esutjss-285	460	11	(	(	PUNCT
esutjss-285	460	12	2019	2019	NUM
esutjss-285	460	13	)	)	PUNCT
esutjss-285	460	14	.	.	PUNCT
esutjss-285	461	1	the	the	DET
esutjss-285	461	2	effects	effect	NOUN
esutjss-285	461	3	of	of	ADP
esutjss-285	461	4	public	public	ADJ
esutjss-285	461	5	private	private	ADJ
esutjss-285	461	6	partnerships	partnership	NOUN
esutjss-285	461	7	on	on	ADP
esutjss-285	461	8	road	road	NOUN
esutjss-285	461	9	safety	safety	NOUN
esutjss-285	461	10	outcomes	outcome	NOUN
esutjss-285	461	11	.	.	PUNCT
esutjss-285	462	1	accident	accident	NOUN
esutjss-285	462	2	analysis	analysis	NOUN
esutjss-285	462	3	&	&	CCONJ
esutjss-285	462	4	prevention	prevention	NOUN
esutjss-285	462	5	,	,	PUNCT
esutjss-285	462	6	128	128	NUM
esutjss-285	462	7	,	,	PUNCT
esutjss-285	462	8	53	53	NUM
esutjss-285	462	9	-	-	SYM
esutjss-285	462	10	64	64	NUM
esutjss-285	462	11	.	.	PUNCT
esutjss-285	463	1	albalate	albalate	PROPN
esutjss-285	463	2	,	,	PUNCT
esutjss-285	463	3	d.	d.	PROPN
esutjss-285	463	4	,	,	PUNCT
esutjss-285	463	5	fernández	fernández	PROPN
esutjss-285	463	6	,	,	PUNCT
esutjss-285	463	7	l.	l.	PROPN
esutjss-285	463	8	,	,	PUNCT
esutjss-285	463	9	&	&	CCONJ
esutjss-285	463	10	yarygina	yarygina	PROPN
esutjss-285	463	11	,	,	PUNCT
esutjss-285	463	12	a.	a.	PROPN
esutjss-285	463	13	(	(	PUNCT
esutjss-285	463	14	2013	2013	NUM
esutjss-285	463	15	)	)	PUNCT
esutjss-285	463	16	.	.	PUNCT
esutjss-285	464	1	the	the	DET
esutjss-285	464	2	road	road	NOUN
esutjss-285	464	3	against	against	ADP
esutjss-285	464	4	fatalities	fatality	NOUN
esutjss-285	464	5	:	:	PUNCT
esutjss-285	464	6	infrastructure	infrastructure	NOUN
esutjss-285	464	7	spending	spending	NOUN
esutjss-285	464	8	vs.	vs.	ADP
esutjss-285	464	9	regulation	regulation	NOUN
esutjss-285	464	10	?	?	PUNCT
esutjss-285	464	11	?	?	PUNCT
esutjss-285	464	12	.	.	PUNCT
esutjss-285	465	1	accident	accident	NOUN
esutjss-285	465	2	analysis	analysis	NOUN
esutjss-285	465	3	&	&	CCONJ
esutjss-285	465	4	prevention	prevention	NOUN
esutjss-285	465	5	,	,	PUNCT
esutjss-285	465	6	59	59	NUM
esutjss-285	465	7	,	,	PUNCT
esutjss-285	465	8	227	227	NUM
esutjss-285	465	9	-	-	SYM
esutjss-285	465	10	239	239	NUM
esutjss-285	465	11	.	.	PUNCT
esutjss-285	466	1	252	252	NUM
esutjss-285	466	2	alli	alli	PROPN
esutjss-285	466	3	,	,	PUNCT
esutjss-285	466	4	n.	n.	PROPN
esutjss-285	466	5	g.	g.	PROPN
esutjss-285	466	6	,	,	PUNCT
esutjss-285	466	7	&	&	CCONJ
esutjss-285	466	8	ganiyu	ganiyu	PROPN
esutjss-285	466	9	,	,	PUNCT
esutjss-285	466	10	k.	k.	PROPN
esutjss-285	466	11	(	(	PUNCT
esutjss-285	466	12	2021	2021	NUM
esutjss-285	466	13	)	)	PUNCT
esutjss-285	466	14	.	.	PUNCT
esutjss-285	467	1	knowledge	knowledge	NOUN
esutjss-285	467	2	,	,	PUNCT
esutjss-285	467	3	attitude	attitude	NOUN
esutjss-285	467	4	and	and	CCONJ
esutjss-285	467	5	perception	perception	NOUN
esutjss-285	467	6	of	of	ADP
esutjss-285	467	7	artificial	artificial	ADJ
esutjss-285	467	8	intelligence	intelligence	NOUN
esutjss-285	467	9	and	and	CCONJ
esutjss-285	467	10	its	its	PRON
esutjss-285	467	11	application	application	NOUN
esutjss-285	467	12	in	in	ADP
esutjss-285	467	13	the	the	DET
esutjss-285	467	14	key	key	ADJ
esutjss-285	467	15	operations	operation	NOUN
esutjss-285	467	16	of	of	ADP
esutjss-285	467	17	insurance	insurance	NOUN
esutjss-285	467	18	in	in	ADP
esutjss-285	467	19	nigeria	nigeria	PROPN
esutjss-285	467	20	.	.	PUNCT
esutjss-285	468	1	nigerian	nigerian	PROPN
esutjss-285	468	2	journal	journal	PROPN
esutjss-285	468	3	of	of	ADP
esutjss-285	468	4	risk	risk	NOUN
esutjss-285	468	5	and	and	CCONJ
esutjss-285	468	6	insurance	insurance	NOUN
esutjss-285	468	7	,	,	PUNCT
esutjss-285	468	8	11(1	11(1	NUM
esutjss-285	468	9	)	)	PUNCT
esutjss-285	468	10	,	,	PUNCT
esutjss-285	468	11	1	1	NUM
esutjss-285	468	12	-	-	SYM
esutjss-285	468	13	19	19	NUM
esutjss-285	468	14	.	.	PUNCT
esutjss-285	469	1	alli	alli	PROPN
esutjss-285	469	2	,	,	PUNCT
esutjss-285	469	3	n.	n.	PROPN
esutjss-285	469	4	g.	g.	PROPN
esutjss-285	469	5	,	,	PUNCT
esutjss-285	469	6	&	&	CCONJ
esutjss-285	469	7	ganiyu	ganiyu	PROPN
esutjss-285	469	8	,	,	PUNCT
esutjss-285	469	9	k.	k.	PROPN
esutjss-285	469	10	(	(	PUNCT
esutjss-285	469	11	2025	2025	NUM
esutjss-285	469	12	)	)	PUNCT
esutjss-285	469	13	.	.	PUNCT
esutjss-285	470	1	empowering	empower	VERB
esutjss-285	470	2	insurance	insurance	NOUN
esutjss-285	470	3	consumers	consumer	NOUN
esutjss-285	470	4	in	in	ADP
esutjss-285	470	5	nigeria	nigeria	PROPN
esutjss-285	470	6	:	:	PUNCT
esutjss-285	470	7	exploring	explore	VERB
esutjss-285	470	8	the	the	DET
esutjss-285	470	9	interplay	interplay	NOUN
esutjss-285	470	10	between	between	ADP
esutjss-285	470	11	financial	financial	ADJ
esutjss-285	470	12	literacy	literacy	NOUN
esutjss-285	470	13	,	,	PUNCT
esutjss-285	470	14	trust	trust	NOUN
esutjss-285	470	15	,	,	PUNCT
esutjss-285	470	16	and	and	CCONJ
esutjss-285	470	17	decision	decision	NOUN
esutjss-285	470	18	-	-	PUNCT
esutjss-285	470	19	making	making	NOUN
esutjss-285	470	20	.	.	PUNCT
esutjss-285	471	1	the	the	DET
esutjss-285	471	2	journal	journal	NOUN
esutjss-285	471	3	of	of	ADP
esutjss-285	471	4	risk	risk	NOUN
esutjss-285	471	5	management	management	NOUN
esutjss-285	471	6	and	and	CCONJ
esutjss-285	471	7	insurance	insurance	NOUN
esutjss-285	471	8	,	,	PUNCT
esutjss-285	471	9	29(1	29(1	NUM
esutjss-285	471	10	)	)	PUNCT
esutjss-285	471	11	,	,	PUNCT
esutjss-285	471	12	17	17	NUM
esutjss-285	471	13	-	-	SYM
esutjss-285	471	14	46	46	NUM
esutjss-285	471	15	.	.	PUNCT
esutjss-285	472	1	alli	alli	PROPN
esutjss-285	472	2	,	,	PUNCT
esutjss-285	472	3	n.	n.	PROPN
esutjss-285	472	4	g.	g.	PROPN
esutjss-285	472	5	,	,	PUNCT
esutjss-285	472	6	aina	aina	PROPN
esutjss-285	472	7	,	,	PUNCT
esutjss-285	472	8	j.	j.	PROPN
esutjss-285	472	9	,	,	PUNCT
esutjss-285	472	10	&	&	CCONJ
esutjss-285	472	11	ganiyu	ganiyu	PROPN
esutjss-285	472	12	,	,	PUNCT
esutjss-285	472	13	k.	k.	PROPN
esutjss-285	472	14	(	(	PUNCT
esutjss-285	472	15	2023	2023	NUM
esutjss-285	472	16	)	)	PUNCT
esutjss-285	472	17	.	.	PUNCT
esutjss-285	473	1	awareness	awareness	NOUN
esutjss-285	473	2	and	and	CCONJ
esutjss-285	473	3	acceptance	acceptance	NOUN
esutjss-285	473	4	of	of	ADP
esutjss-285	473	5	household	household	NOUN
esutjss-285	473	6	(	(	PUNCT
esutjss-285	473	7	building	building	NOUN
esutjss-285	473	8	)	)	PUNCT
esutjss-285	473	9	insurance	insurance	NOUN
esutjss-285	473	10	among	among	ADP
esutjss-285	473	11	private	private	ADJ
esutjss-285	473	12	residence	residence	NOUN
esutjss-285	473	13	of	of	ADP
esutjss-285	473	14	flood	flood	NOUN
esutjss-285	473	15	prone	prone	ADJ
esutjss-285	473	16	areas	area	NOUN
esutjss-285	473	17	in	in	ADP
esutjss-285	473	18	lagos	lagos	PROPN
esutjss-285	473	19	state	state	NOUN
esutjss-285	473	20	,	,	PUNCT
esutjss-285	473	21	nigeria	nigeria	PROPN
esutjss-285	473	22	.	.	PUNCT
esutjss-285	474	1	caritas	caritas	PROPN
esutjss-285	474	2	journal	journal	PROPN
esutjss-285	474	3	of	of	ADP
esutjss-285	474	4	management	management	NOUN
esutjss-285	474	5	,	,	PUNCT
esutjss-285	474	6	social	social	ADJ
esutjss-285	474	7	sciences	science	NOUN
esutjss-285	474	8	and	and	CCONJ
esutjss-285	474	9	humanities	humanity	NOUN
esutjss-285	474	10	,	,	PUNCT
esutjss-285	474	11	2(1	2(1	NUM
esutjss-285	474	12	)	)	PUNCT
esutjss-285	474	13	.	.	PUNCT
esutjss-285	475	1	alli	alli	PROPN
esutjss-285	475	2	,	,	PUNCT
esutjss-285	475	3	n.	n.	PROPN
esutjss-285	475	4	g.	g.	PROPN
esutjss-285	475	5	,	,	PUNCT
esutjss-285	475	6	ganiyu	ganiyu	NOUN
esutjss-285	475	7	,	,	PUNCT
esutjss-285	475	8	k.	k.	PROPN
esutjss-285	475	9	,	,	PUNCT
esutjss-285	475	10	&	&	CCONJ
esutjss-285	475	11	aina	aina	PROPN
esutjss-285	475	12	,	,	PUNCT
esutjss-285	475	13	j.	j.	PROPN
esutjss-285	475	14	(	(	PUNCT
esutjss-285	475	15	2020	2020	NUM
esutjss-285	475	16	)	)	PUNCT
esutjss-285	475	17	.	.	PUNCT
esutjss-285	476	1	place	place	NOUN
esutjss-285	476	2	of	of	ADP
esutjss-285	476	3	nigerian	nigerian	ADJ
esutjss-285	476	4	insurance	insurance	NOUN
esutjss-285	476	5	industry	industry	NOUN
esutjss-285	476	6	in	in	ADP
esutjss-285	476	7	cryptocurrency	cryptocurrency	NOUN
esutjss-285	476	8	insurance	insurance	NOUN
esutjss-285	476	9	as	as	ADP
esutjss-285	476	10	an	an	DET
esutjss-285	476	11	emerging	emerge	VERB
esutjss-285	476	12	market	market	NOUN
esutjss-285	476	13	.	.	PUNCT
esutjss-285	477	1	esut	esut	PROPN
esutjss-285	477	2	journal	journal	PROPN
esutjss-285	477	3	of	of	ADP
esutjss-285	477	4	social	social	ADJ
esutjss-285	477	5	sciences	science	NOUN
esutjss-285	477	6	,	,	PUNCT
esutjss-285	477	7	5(3	5(3	NUM
esutjss-285	477	8	)	)	PUNCT
esutjss-285	477	9	.	.	PUNCT
esutjss-285	478	1	alli	alli	PROPN
esutjss-285	478	2	,	,	PUNCT
esutjss-285	478	3	n.g	n.g	X
esutjss-285	478	4	(	(	PUNCT
esutjss-285	478	5	2024	2024	NUM
esutjss-285	478	6	)	)	PUNCT
esutjss-285	478	7	.	.	PUNCT
esutjss-285	479	1	assessing	assess	VERB
esutjss-285	479	2	the	the	DET
esutjss-285	479	3	risk	risk	NOUN
esutjss-285	479	4	perception	perception	NOUN
esutjss-285	479	5	of	of	ADP
esutjss-285	479	6	of	of	ADP
esutjss-285	479	7	genetically	genetically	ADV
esutjss-285	479	8	modified	modify	VERB
esutjss-285	479	9	crops	crop	NOUN
esutjss-285	479	10	among	among	ADP
esutjss-285	479	11	farmers	farmer	NOUN
esutjss-285	479	12	in	in	ADP
esutjss-285	479	13	nigeria	nigeria	PROPN
esutjss-285	479	14	:	:	PUNCT
esutjss-285	479	15	implications	implication	NOUN
esutjss-285	479	16	for	for	ADP
esutjss-285	479	17	agricultural	agricultural	ADJ
esutjss-285	479	18	insurance	insurance	NOUN
esutjss-285	479	19	policies	policy	NOUN
esutjss-285	479	20	.	.	PUNCT
esutjss-285	480	1	journal	journal	NOUN
esutjss-285	480	2	of	of	ADP
esutjss-285	480	3	management	management	NOUN
esutjss-285	480	4	and	and	CCONJ
esutjss-285	480	5	tourism	tourism	NOUN
esutjss-285	480	6	research	research	NOUN
esutjss-285	480	7	,	,	PUNCT
esutjss-285	480	8	6(2	6(2	NUM
esutjss-285	480	9	)	)	PUNCT
esutjss-285	480	10	,	,	PUNCT
esutjss-285	480	11	27	27	NUM
esutjss-285	480	12	-	-	SYM
esutjss-285	480	13	44	44	NUM
esutjss-285	480	14	atalay	atalay	ADJ
esutjss-285	480	15	,	,	PUNCT
esutjss-285	480	16	y.	y.	PROPN
esutjss-285	480	17	a.	a.	PROPN
esutjss-285	480	18	,	,	PUNCT
esutjss-285	480	19	alemie	alemie	PROPN
esutjss-285	480	20	,	,	PUNCT
esutjss-285	480	21	b.	b.	PROPN
esutjss-285	480	22	w.	w.	PROPN
esutjss-285	480	23	,	,	PUNCT
esutjss-285	480	24	gelaw	gelaw	NOUN
esutjss-285	480	25	,	,	PUNCT
esutjss-285	480	26	b.	b.	PROPN
esutjss-285	480	27	,	,	PUNCT
esutjss-285	480	28	&	&	CCONJ
esutjss-285	480	29	gelaw	gelaw	PROPN
esutjss-285	480	30	,	,	PUNCT
esutjss-285	480	31	k.	k.	PROPN
esutjss-285	480	32	a.	a.	PROPN
esutjss-285	480	33	(	(	PUNCT
esutjss-285	480	34	2025	2025	NUM
esutjss-285	480	35	)	)	PUNCT
esutjss-285	480	36	.	.	PUNCT
esutjss-285	481	1	epidemiology	epidemiology	NOUN
esutjss-285	481	2	of	of	ADP
esutjss-285	481	3	road	road	NOUN
esutjss-285	481	4	traffic	traffic	NOUN
esutjss-285	481	5	accidents	accident	NOUN
esutjss-285	481	6	and	and	CCONJ
esutjss-285	481	7	its	its	PRON
esutjss-285	481	8	associated	associated	ADJ
esutjss-285	481	9	factors	factor	NOUN
esutjss-285	481	10	among	among	ADP
esutjss-285	481	11	public	public	ADJ
esutjss-285	481	12	transportation	transportation	NOUN
esutjss-285	481	13	in	in	ADP
esutjss-285	481	14	africa	africa	PROPN
esutjss-285	481	15	:	:	PUNCT
esutjss-285	481	16	systematic	systematic	ADJ
esutjss-285	481	17	review	review	NOUN
esutjss-285	481	18	and	and	CCONJ
esutjss-285	481	19	meta	meta	ADJ
esutjss-285	481	20	-	-	PUNCT
esutjss-285	481	21	analysis	analysis	NOUN
esutjss-285	481	22	.	.	PUNCT
esutjss-285	482	1	frontiers	frontier	NOUN
esutjss-285	482	2	in	in	ADP
esutjss-285	482	3	public	public	ADJ
esutjss-285	482	4	health	health	NOUN
esutjss-285	482	5	,	,	PUNCT
esutjss-285	482	6	13	13	NUM
esutjss-285	482	7	,	,	PUNCT
esutjss-285	482	8	1511715	1511715	NUM
esutjss-285	482	9	.	.	PUNCT
esutjss-285	483	1	atubi	atubi	NOUN
esutjss-285	483	2	,	,	PUNCT
esutjss-285	483	3	a.	a.	NOUN
esutjss-285	483	4	o.	o.	NOUN
esutjss-285	483	5	(	(	PUNCT
esutjss-285	483	6	2021	2021	NUM
esutjss-285	483	7	)	)	PUNCT
esutjss-285	483	8	.	.	PUNCT
esutjss-285	484	1	road	road	NOUN
esutjss-285	484	2	investment	investment	NOUN
esutjss-285	484	3	and	and	CCONJ
esutjss-285	484	4	traffic	traffic	NOUN
esutjss-285	484	5	safety	safety	NOUN
esutjss-285	484	6	in	in	ADP
esutjss-285	484	7	nigeria	nigeria	PROPN
esutjss-285	484	8	.	.	PUNCT
esutjss-285	485	1	international	international	ADJ
esutjss-285	485	2	journal	journal	PROPN
esutjss-285	485	3	of	of	ADP
esutjss-285	485	4	scientific	scientific	ADJ
esutjss-285	485	5	and	and	CCONJ
esutjss-285	485	6	applied	applied	ADJ
esutjss-285	485	7	research	research	NOUN
esutjss-285	485	8	(	(	PUNCT
esutjss-285	485	9	ijsar	ijsar	PROPN
esutjss-285	485	10	)	)	PUNCT
esutjss-285	485	11	,	,	PUNCT
esutjss-285	485	12	eissn	eissn	PROPN
esutjss-285	485	13	:	:	PUNCT
esutjss-285	485	14	2583	2583	NUM
esutjss-285	485	15	-	-	SYM
esutjss-285	485	16	0279	0279	NUM
esutjss-285	485	17	,	,	PUNCT
esutjss-285	485	18	1(8	1(8	NUM
esutjss-285	485	19	)	)	PUNCT
esutjss-285	485	20	,	,	PUNCT
esutjss-285	485	21	7	7	NUM
esutjss-285	485	22	-	-	SYM
esutjss-285	485	23	14	14	NUM
esutjss-285	485	24	.	.	PUNCT
esutjss-285	486	1	awoniyi	awoniyi	PROPN
esutjss-285	486	2	,	,	PUNCT
esutjss-285	486	3	o.	o.	PROPN
esutjss-285	486	4	,	,	PUNCT
esutjss-285	486	5	hart	hart	PROPN
esutjss-285	486	6	,	,	PUNCT
esutjss-285	486	7	a.	a.	NOUN
esutjss-285	486	8	,	,	PUNCT
esutjss-285	486	9	argote	argote	NOUN
esutjss-285	486	10	-	-	PUNCT
esutjss-285	486	11	aramendiz	aramendiz	PROPN
esutjss-285	486	12	,	,	PUNCT
esutjss-285	486	13	k.	k.	PROPN
esutjss-285	486	14	,	,	PUNCT
esutjss-285	486	15	voskanyan	voskanyan	PROPN
esutjss-285	486	16	,	,	PUNCT
esutjss-285	486	17	a.	a.	NOUN
esutjss-285	486	18	,	,	PUNCT
esutjss-285	486	19	sarin	sarin	NOUN
esutjss-285	486	20	,	,	PUNCT
esutjss-285	486	21	r.	r.	PROPN
esutjss-285	486	22	,	,	PUNCT
esutjss-285	486	23	molloy	molloy	PROPN
esutjss-285	486	24	,	,	PUNCT
esutjss-285	486	25	m.	m.	NOUN
esutjss-285	486	26	s.	s.	PROPN
esutjss-285	486	27	,	,	PUNCT
esutjss-285	486	28	&	&	CCONJ
esutjss-285	486	29	ciottone	ciottone	PROPN
esutjss-285	486	30	,	,	PUNCT
esutjss-285	486	31	g.	g.	PROPN
esutjss-285	486	32	r.	r.	PROPN
esutjss-285	486	33	(	(	PUNCT
esutjss-285	486	34	2022	2022	NUM
esutjss-285	486	35	)	)	PUNCT
esutjss-285	486	36	.	.	PUNCT
esutjss-285	487	1	trend	trend	NOUN
esutjss-285	487	2	analysis	analysis	NOUN
esutjss-285	487	3	on	on	ADP
esutjss-285	487	4	road	road	NOUN
esutjss-285	487	5	traffic	traffic	NOUN
esutjss-285	487	6	collision	collision	NOUN
esutjss-285	487	7	occurrence	occurrence	NOUN
esutjss-285	487	8	in	in	ADP
esutjss-285	487	9	nigeria	nigeria	PROPN
esutjss-285	487	10	.	.	PUNCT
esutjss-285	488	1	disaster	disaster	NOUN
esutjss-285	488	2	medicine	medicine	NOUN
esutjss-285	488	3	and	and	CCONJ
esutjss-285	488	4	public	public	ADJ
esutjss-285	488	5	health	health	NOUN
esutjss-285	488	6	preparedness	preparedness	NOUN
esutjss-285	488	7	,	,	PUNCT
esutjss-285	488	8	16(4	16(4	NUM
esutjss-285	488	9	)	)	PUNCT
esutjss-285	488	10	,	,	PUNCT
esutjss-285	488	11	1517	1517	NUM
esutjss-285	488	12	-	-	SYM
esutjss-285	488	13	1523	1523	NUM
esutjss-285	488	14	.	.	PUNCT
esutjss-285	489	1	bayode	bayode	NOUN
esutjss-285	489	2	,	,	PUNCT
esutjss-285	489	3	o.	o.	PROPN
esutjss-285	489	4	,	,	PUNCT
esutjss-285	489	5	aderinola	aderinola	PROPN
esutjss-285	489	6	,	,	PUNCT
esutjss-285	489	7	o.	o.	PROPN
esutjss-285	489	8	s.	s.	PROPN
esutjss-285	489	9	,	,	PUNCT
esutjss-285	489	10	&	&	CCONJ
esutjss-285	489	11	oluyemi	oluyemi	ADJ
esutjss-285	489	12	-	-	PUNCT
esutjss-285	489	13	ayibiowu	ayibiowu	PROPN
esutjss-285	489	14	,	,	PUNCT
esutjss-285	489	15	b.	b.	PROPN
esutjss-285	489	16	d.	d.	PROPN
esutjss-285	489	17	(	(	PUNCT
esutjss-285	489	18	2025	2025	NUM
esutjss-285	489	19	)	)	PUNCT
esutjss-285	489	20	.	.	PUNCT
esutjss-285	490	1	application	application	NOUN
esutjss-285	490	2	of	of	ADP
esutjss-285	490	3	machine	machine	NOUN
esutjss-285	490	4	learning	learn	VERB
esutjss-285	490	5	for	for	ADP
esutjss-285	490	6	road	road	NOUN
esutjss-285	490	7	safety	safety	NOUN
esutjss-285	490	8	modeling	modeling	NOUN
esutjss-285	490	9	of	of	ADP
esutjss-285	490	10	selected	select	VERB
esutjss-285	490	11	south	south	ADJ
esutjss-285	490	12	-	-	PUNCT
esutjss-285	490	13	west	west	NOUN
esutjss-285	490	14	highway	highway	NOUN
esutjss-285	490	15	in	in	ADP
esutjss-285	490	16	nigeria	nigeria	PROPN
esutjss-285	490	17	.	.	PUNCT
esutjss-285	491	1	european	european	PROPN
esutjss-285	491	2	journal	journal	PROPN
esutjss-285	491	3	of	of	ADP
esutjss-285	491	4	applied	apply	VERB
esutjss-285	491	5	science	science	NOUN
esutjss-285	491	6	,	,	PUNCT
esutjss-285	491	7	engineering	engineering	NOUN
esutjss-285	491	8	and	and	CCONJ
esutjss-285	491	9	technology	technology	NOUN
esutjss-285	491	10	,	,	PUNCT
esutjss-285	491	11	3(3	3(3	NUM
esutjss-285	491	12	)	)	PUNCT
esutjss-285	491	13	,	,	PUNCT
esutjss-285	491	14	202213	202213	NUM
esutjss-285	491	15	.	.	PUNCT
esutjss-285	492	1	bayode	bayode	NOUN
esutjss-285	492	2	,	,	PUNCT
esutjss-285	492	3	t.	t.	PROPN
esutjss-285	492	4	,	,	PUNCT
esutjss-285	492	5	popoola	popoola	PROPN
esutjss-285	492	6	,	,	PUNCT
esutjss-285	492	7	a.	a.	PROPN
esutjss-285	492	8	,	,	PUNCT
esutjss-285	492	9	akogun	akogun	NOUN
esutjss-285	492	10	,	,	PUNCT
esutjss-285	492	11	o.	o.	PROPN
esutjss-285	492	12	,	,	PUNCT
esutjss-285	492	13	siegmund	siegmund	PROPN
esutjss-285	492	14	,	,	PUNCT
esutjss-285	492	15	a.	a.	NOUN
esutjss-285	492	16	,	,	PUNCT
esutjss-285	492	17	magidimisha	magidimisha	PROPN
esutjss-285	492	18	-	-	PUNCT
esutjss-285	492	19	chipungu	chipungu	PROPN
esutjss-285	492	20	,	,	PUNCT
esutjss-285	492	21	h.	h.	PROPN
esutjss-285	492	22	,	,	PUNCT
esutjss-285	492	23	&	&	CCONJ
esutjss-285	492	24	ipingbemi	ipingbemi	PROPN
esutjss-285	492	25	,	,	PUNCT
esutjss-285	492	26	o.	o.	PROPN
esutjss-285	492	27	(	(	PUNCT
esutjss-285	492	28	2022	2022	NUM
esutjss-285	492	29	)	)	PUNCT
esutjss-285	492	30	.	.	PUNCT
esutjss-285	493	1	spatial	spatial	ADJ
esutjss-285	493	2	variability	variability	NOUN
esutjss-285	493	3	of	of	ADP
esutjss-285	493	4	covid-19	covid-19	PROPN
esutjss-285	493	5	and	and	CCONJ
esutjss-285	493	6	its	its	PRON
esutjss-285	493	7	risk	risk	NOUN
esutjss-285	493	8	factors	factor	NOUN
esutjss-285	493	9	in	in	ADP
esutjss-285	493	10	nigeria	nigeria	PROPN
esutjss-285	493	11	:	:	PUNCT
esutjss-285	493	12	a	a	DET
esutjss-285	493	13	spatial	spatial	ADJ
esutjss-285	493	14	regression	regression	NOUN
esutjss-285	493	15	method	method	NOUN
esutjss-285	493	16	.	.	PUNCT
esutjss-285	494	1	applied	apply	VERB
esutjss-285	494	2	geography	geography	NOUN
esutjss-285	494	3	,	,	PUNCT
esutjss-285	494	4	138	138	NUM
esutjss-285	494	5	,	,	PUNCT
esutjss-285	494	6	102621	102621	NUM
esutjss-285	494	7	.	.	PUNCT
esutjss-285	495	1	beitelmal	beitelmal	ADJ
esutjss-285	495	2	,	,	PUNCT
esutjss-285	495	3	w.	w.	PROPN
esutjss-285	495	4	h.	h.	PROPN
esutjss-285	495	5	,	,	PUNCT
esutjss-285	495	6	nwokolo	nwokolo	PROPN
esutjss-285	495	7	,	,	PUNCT
esutjss-285	495	8	s.	s.	PROPN
esutjss-285	495	9	c.	c.	PROPN
esutjss-285	495	10	,	,	PUNCT
esutjss-285	495	11	meyer	meyer	PROPN
esutjss-285	495	12	,	,	PUNCT
esutjss-285	495	13	e.	e.	PROPN
esutjss-285	495	14	l.	l.	PROPN
esutjss-285	495	15	,	,	PUNCT
esutjss-285	495	16	&	&	CCONJ
esutjss-285	495	17	ahia	ahia	PROPN
esutjss-285	495	18	,	,	PUNCT
esutjss-285	495	19	c.	c.	PROPN
esutjss-285	495	20	c.	c.	PROPN
esutjss-285	495	21	(	(	PUNCT
esutjss-285	495	22	2024	2024	NUM
esutjss-285	495	23	)	)	PUNCT
esutjss-285	495	24	.	.	PUNCT
esutjss-285	496	1	exploring	explore	VERB
esutjss-285	496	2	adaptation	adaptation	NOUN
esutjss-285	496	3	strategies	strategy	NOUN
esutjss-285	496	4	to	to	PART
esutjss-285	496	5	mitigate	mitigate	VERB
esutjss-285	496	6	climate	climate	NOUN
esutjss-285	496	7	threats	threat	NOUN
esutjss-285	496	8	to	to	ADP
esutjss-285	496	9	transportation	transportation	NOUN
esutjss-285	496	10	infrastructure	infrastructure	NOUN
esutjss-285	496	11	in	in	ADP
esutjss-285	496	12	nigeria	nigeria	PROPN
esutjss-285	496	13	:	:	PUNCT
esutjss-285	496	14	lagos	lagos	NOUN
esutjss-285	496	15	city	city	NOUN
esutjss-285	496	16	,	,	PUNCT
esutjss-285	496	17	as	as	ADP
esutjss-285	496	18	a	a	DET
esutjss-285	496	19	case	case	NOUN
esutjss-285	496	20	study	study	NOUN
esutjss-285	496	21	.	.	PUNCT
esutjss-285	497	1	climate	climate	NOUN
esutjss-285	497	2	,	,	PUNCT
esutjss-285	497	3	12(8	12(8	NUM
esutjss-285	497	4	)	)	PUNCT
esutjss-285	497	5	,	,	PUNCT
esutjss-285	497	6	117	117	NUM
esutjss-285	497	7	.	.	PUNCT
esutjss-285	497	8	ben	ben	PROPN
esutjss-285	497	9	,	,	PUNCT
esutjss-285	497	10	s.	s.	PROPN
esutjss-285	497	11	o.	o.	PROPN
esutjss-285	497	12	(	(	PUNCT
esutjss-285	497	13	2019	2019	NUM
esutjss-285	497	14	)	)	PUNCT
esutjss-285	497	15	.	.	PUNCT
esutjss-285	498	1	significance	significance	NOUN
esutjss-285	498	2	of	of	ADP
esutjss-285	498	3	road	road	NOUN
esutjss-285	498	4	infrastructure	infrastructure	NOUN
esutjss-285	498	5	on	on	ADP
esutjss-285	498	6	economic	economic	ADJ
esutjss-285	498	7	sustainability	sustainability	NOUN
esutjss-285	498	8	.	.	PUNCT
esutjss-285	499	1	american	american	PROPN
esutjss-285	499	2	international	international	PROPN
esutjss-285	499	3	journal	journal	PROPN
esutjss-285	499	4	of	of	ADP
esutjss-285	499	5	multidisciplinary	multidisciplinary	ADJ
esutjss-285	499	6	scientific	scientific	ADJ
esutjss-285	499	7	research	research	NOUN
esutjss-285	499	8	,	,	PUNCT
esutjss-285	499	9	5(4	5(4	NUM
esutjss-285	499	10	)	)	PUNCT
esutjss-285	499	11	,	,	PUNCT
esutjss-285	499	12	1	1	NUM
esutjss-285	499	13	-	-	SYM
esutjss-285	499	14	9	9	NUM
esutjss-285	499	15	.	.	NUM
esutjss-285	499	16	berhanu	berhanu	NOUN
esutjss-285	499	17	,	,	PUNCT
esutjss-285	499	18	y.	y.	PROPN
esutjss-285	499	19	,	,	PUNCT
esutjss-285	499	20	alemayehu	alemayehu	PROPN
esutjss-285	499	21	,	,	PUNCT
esutjss-285	499	22	e.	e.	PROPN
esutjss-285	499	23	,	,	PUNCT
esutjss-285	499	24	&	&	CCONJ
esutjss-285	499	25	schröder	schröder	PROPN
esutjss-285	499	26	,	,	PUNCT
esutjss-285	499	27	d.	d.	PROPN
esutjss-285	499	28	(	(	PUNCT
esutjss-285	499	29	2023	2023	NUM
esutjss-285	499	30	)	)	PUNCT
esutjss-285	499	31	.	.	PUNCT
esutjss-285	500	1	examining	examine	VERB
esutjss-285	500	2	car	car	NOUN
esutjss-285	500	3	accident	accident	NOUN
esutjss-285	500	4	prediction	prediction	NOUN
esutjss-285	500	5	techniques	technique	NOUN
esutjss-285	500	6	and	and	CCONJ
esutjss-285	500	7	road	road	NOUN
esutjss-285	500	8	traffic	traffic	NOUN
esutjss-285	500	9	congestion	congestion	NOUN
esutjss-285	500	10	:	:	PUNCT
esutjss-285	500	11	a	a	DET
esutjss-285	500	12	comparative	comparative	ADJ
esutjss-285	500	13	analysis	analysis	NOUN
esutjss-285	500	14	of	of	ADP
esutjss-285	500	15	road	road	NOUN
esutjss-285	500	16	safety	safety	NOUN
esutjss-285	500	17	and	and	CCONJ
esutjss-285	500	18	253	253	NUM
esutjss-285	500	19	prevention	prevention	NOUN
esutjss-285	500	20	of	of	ADP
esutjss-285	500	21	world	world	NOUN
esutjss-285	500	22	challenges	challenge	NOUN
esutjss-285	500	23	in	in	ADP
esutjss-285	500	24	low‐income	low‐income	ADV
esutjss-285	500	25	and	and	CCONJ
esutjss-285	500	26	high‐income	high‐income	NOUN
esutjss-285	500	27	countries	country	NOUN
esutjss-285	500	28	.	.	PUNCT
esutjss-285	501	1	journal	journal	NOUN
esutjss-285	501	2	of	of	ADP
esutjss-285	501	3	advanced	advanced	ADJ
esutjss-285	501	4	transportation	transportation	NOUN
esutjss-285	501	5	,	,	PUNCT
esutjss-285	501	6	2023(1	2023(1	NUM
esutjss-285	501	7	)	)	PUNCT
esutjss-285	501	8	,	,	PUNCT
esutjss-285	501	9	6643412	6643412	NUM
esutjss-285	501	10	.	.	PUNCT
esutjss-285	502	1	bonera	bonera	NOUN
esutjss-285	502	2	,	,	PUNCT
esutjss-285	502	3	m.	m.	NOUN
esutjss-285	502	4	,	,	PUNCT
esutjss-285	502	5	barabino	barabino	PROPN
esutjss-285	502	6	,	,	PUNCT
esutjss-285	502	7	b.	b.	PROPN
esutjss-285	502	8	,	,	PUNCT
esutjss-285	502	9	yannis	yannis	PROPN
esutjss-285	502	10	,	,	PUNCT
esutjss-285	502	11	g.	g.	PROPN
esutjss-285	502	12	,	,	PUNCT
esutjss-285	502	13	&	&	CCONJ
esutjss-285	502	14	maternini	maternini	PROPN
esutjss-285	502	15	,	,	PUNCT
esutjss-285	502	16	g.	g.	PROPN
esutjss-285	502	17	(	(	PUNCT
esutjss-285	502	18	2024	2024	NUM
esutjss-285	502	19	)	)	PUNCT
esutjss-285	502	20	.	.	PUNCT
esutjss-285	503	1	network	network	NOUN
esutjss-285	503	2	-	-	PUNCT
esutjss-285	503	3	wide	wide	ADJ
esutjss-285	503	4	road	road	NOUN
esutjss-285	503	5	crash	crash	NOUN
esutjss-285	503	6	risk	risk	NOUN
esutjss-285	503	7	screening	screen	VERB
esutjss-285	503	8	:	:	PUNCT
esutjss-285	503	9	a	a	DET
esutjss-285	503	10	new	new	ADJ
esutjss-285	503	11	framework	framework	NOUN
esutjss-285	503	12	.	.	PUNCT
esutjss-285	504	1	accident	accident	NOUN
esutjss-285	504	2	analysis	analysis	NOUN
esutjss-285	504	3	&	&	CCONJ
esutjss-285	504	4	prevention	prevention	NOUN
esutjss-285	504	5	,	,	PUNCT
esutjss-285	504	6	199	199	NUM
esutjss-285	504	7	,	,	PUNCT
esutjss-285	504	8	107502	107502	NUM
esutjss-285	504	9	.	.	PUNCT
esutjss-285	505	1	bordoff	bordoff	PROPN
esutjss-285	505	2	,	,	PUNCT
esutjss-285	505	3	j.	j.	PROPN
esutjss-285	505	4	e.	e.	PROPN
esutjss-285	505	5	,	,	PUNCT
esutjss-285	505	6	&	&	CCONJ
esutjss-285	505	7	noel	noel	PROPN
esutjss-285	505	8	,	,	PUNCT
esutjss-285	505	9	p.	p.	PROPN
esutjss-285	505	10	j.	j.	PROPN
esutjss-285	505	11	(	(	PUNCT
esutjss-285	505	12	2008	2008	NUM
esutjss-285	505	13	)	)	PUNCT
esutjss-285	505	14	.	.	PUNCT
esutjss-285	506	1	pay	pay	VERB
esutjss-285	506	2	-	-	PUNCT
esutjss-285	506	3	as	as	ADP
esutjss-285	506	4	-	-	PUNCT
esutjss-285	506	5	you	you	PRON
esutjss-285	506	6	-	-	PUNCT
esutjss-285	506	7	drive	drive	VERB
esutjss-285	506	8	auto	auto	NOUN
esutjss-285	506	9	insurance	insurance	NOUN
esutjss-285	506	10	:	:	PUNCT
esutjss-285	506	11	a	a	DET
esutjss-285	506	12	simple	simple	ADJ
esutjss-285	506	13	way	way	NOUN
esutjss-285	506	14	to	to	PART
esutjss-285	506	15	reduce	reduce	VERB
esutjss-285	506	16	driving	driving	NOUN
esutjss-285	506	17	-	-	PUNCT
esutjss-285	506	18	related	relate	VERB
esutjss-285	506	19	harms	harm	NOUN
esutjss-285	506	20	and	and	CCONJ
esutjss-285	506	21	increase	increase	VERB
esutjss-285	506	22	equity	equity	NOUN
esutjss-285	506	23	.	.	PUNCT
esutjss-285	507	1	washington	washington	PROPN
esutjss-285	507	2	,	,	PUNCT
esutjss-285	507	3	dc	dc	PROPN
esutjss-285	507	4	:	:	PUNCT
esutjss-285	507	5	brookings	brookings	PROPN
esutjss-285	507	6	institution	institution	NOUN
esutjss-285	507	7	.	.	PUNCT
esutjss-285	508	1	borsati	borsati	NOUN
esutjss-285	508	2	,	,	PUNCT
esutjss-285	508	3	m.	m.	NOUN
esutjss-285	508	4	,	,	PUNCT
esutjss-285	508	5	cascarano	cascarano	NOUN
esutjss-285	508	6	,	,	PUNCT
esutjss-285	508	7	m.	m.	NOUN
esutjss-285	508	8	,	,	PUNCT
esutjss-285	508	9	&	&	CCONJ
esutjss-285	508	10	bazzana	bazzana	PROPN
esutjss-285	508	11	,	,	PUNCT
esutjss-285	508	12	f.	f.	PROPN
esutjss-285	508	13	(	(	PUNCT
esutjss-285	508	14	2019	2019	NUM
esutjss-285	508	15	)	)	PUNCT
esutjss-285	508	16	.	.	PUNCT
esutjss-285	509	1	on	on	ADP
esutjss-285	509	2	the	the	DET
esutjss-285	509	3	impact	impact	NOUN
esutjss-285	509	4	of	of	ADP
esutjss-285	509	5	average	average	ADJ
esutjss-285	509	6	speed	speed	NOUN
esutjss-285	509	7	enforcement	enforcement	NOUN
esutjss-285	509	8	systems	system	NOUN
esutjss-285	509	9	in	in	ADP
esutjss-285	509	10	reducing	reduce	VERB
esutjss-285	509	11	highway	highway	NOUN
esutjss-285	509	12	accidents	accident	NOUN
esutjss-285	509	13	:	:	PUNCT
esutjss-285	509	14	evidence	evidence	NOUN
esutjss-285	509	15	from	from	ADP
esutjss-285	509	16	the	the	DET
esutjss-285	509	17	italian	italian	ADJ
esutjss-285	509	18	safety	safety	NOUN
esutjss-285	509	19	tutor	tutor	NOUN
esutjss-285	509	20	.	.	PUNCT
esutjss-285	510	1	economics	economic	NOUN
esutjss-285	510	2	of	of	ADP
esutjss-285	510	3	transportation	transportation	NOUN
esutjss-285	510	4	,	,	PUNCT
esutjss-285	510	5	20	20	NUM
esutjss-285	510	6	,	,	PUNCT
esutjss-285	510	7	100123	100123	NUM
esutjss-285	510	8	.	.	PUNCT
esutjss-285	511	1	chand	chand	PROPN
esutjss-285	511	2	,	,	PUNCT
esutjss-285	511	3	a.	a.	PROPN
esutjss-285	511	4	,	,	PUNCT
esutjss-285	511	5	jayesh	jayesh	NOUN
esutjss-285	511	6	,	,	PUNCT
esutjss-285	511	7	s.	s.	PROPN
esutjss-285	511	8	,	,	PUNCT
esutjss-285	511	9	&	&	CCONJ
esutjss-285	511	10	bhasi	bhasi	PROPN
esutjss-285	511	11	,	,	PUNCT
esutjss-285	511	12	a.	a.	PROPN
esutjss-285	511	13	b.	b.	PROPN
esutjss-285	511	14	(	(	PUNCT
esutjss-285	511	15	2021	2021	NUM
esutjss-285	511	16	)	)	PUNCT
esutjss-285	511	17	.	.	PUNCT
esutjss-285	512	1	road	road	NOUN
esutjss-285	512	2	traffic	traffic	NOUN
esutjss-285	512	3	accidents	accident	NOUN
esutjss-285	512	4	:	:	PUNCT
esutjss-285	512	5	an	an	DET
esutjss-285	512	6	overview	overview	NOUN
esutjss-285	512	7	of	of	ADP
esutjss-285	512	8	data	datum	NOUN
esutjss-285	512	9	sources	source	NOUN
esutjss-285	512	10	,	,	PUNCT
esutjss-285	512	11	analysis	analysis	NOUN
esutjss-285	512	12	techniques	technique	NOUN
esutjss-285	512	13	and	and	CCONJ
esutjss-285	512	14	contributing	contribute	VERB
esutjss-285	512	15	factors	factor	NOUN
esutjss-285	512	16	.	.	PUNCT
esutjss-285	513	1	materials	material	NOUN
esutjss-285	513	2	today	today	NOUN
esutjss-285	513	3	:	:	PUNCT
esutjss-285	513	4	proceedings	proceeding	NOUN
esutjss-285	513	5	,	,	PUNCT
esutjss-285	513	6	47	47	NUM
esutjss-285	513	7	,	,	PUNCT
esutjss-285	513	8	5135	5135	NUM
esutjss-285	513	9	-	-	SYM
esutjss-285	513	10	5141	5141	NUM
esutjss-285	513	11	.	.	PUNCT
esutjss-285	514	1	clemente	clemente	PROPN
esutjss-285	514	2	,	,	PUNCT
esutjss-285	514	3	g.	g.	PROPN
esutjss-285	514	4	p.	p.	PROPN
esutjss-285	514	5	,	,	PUNCT
esutjss-285	514	6	della	della	PROPN
esutjss-285	514	7	corte	corte	PROPN
esutjss-285	514	8	,	,	PUNCT
esutjss-285	514	9	f.	f.	PROPN
esutjss-285	514	10	,	,	PUNCT
esutjss-285	514	11	&	&	CCONJ
esutjss-285	514	12	zappa	zappa	PROPN
esutjss-285	514	13	,	,	PUNCT
esutjss-285	514	14	d.	d.	PROPN
esutjss-285	514	15	(	(	PUNCT
esutjss-285	514	16	2024	2024	NUM
esutjss-285	514	17	)	)	PUNCT
esutjss-285	514	18	.	.	PUNCT
esutjss-285	515	1	hierarchical	hierarchical	ADJ
esutjss-285	515	2	spatial	spatial	ADJ
esutjss-285	515	3	network	network	NOUN
esutjss-285	515	4	models	model	NOUN
esutjss-285	515	5	for	for	ADP
esutjss-285	515	6	road	road	NOUN
esutjss-285	515	7	accident	accident	NOUN
esutjss-285	515	8	risk	risk	NOUN
esutjss-285	515	9	assessment	assessment	NOUN
esutjss-285	515	10	.	.	PUNCT
esutjss-285	516	1	annals	annal	NOUN
esutjss-285	516	2	of	of	ADP
esutjss-285	516	3	operations	operation	NOUN
esutjss-285	516	4	research	research	NOUN
esutjss-285	516	5	,	,	PUNCT
esutjss-285	516	6	1	1	NUM
esutjss-285	516	7	-	-	SYM
esutjss-285	516	8	36	36	NUM
esutjss-285	516	9	.	.	PUNCT
esutjss-285	517	1	dorri	dorri	NOUN
esutjss-285	517	2	,	,	PUNCT
esutjss-285	517	3	a.	a.	NOUN
esutjss-285	517	4	,	,	PUNCT
esutjss-285	517	5	dhoska	dhoska	NOUN
esutjss-285	517	6	,	,	PUNCT
esutjss-285	517	7	k.	k.	PROPN
esutjss-285	517	8	,	,	PUNCT
esutjss-285	517	9	dorri	dorri	PROPN
esutjss-285	517	10	,	,	PUNCT
esutjss-285	517	11	s.	s.	PROPN
esutjss-285	517	12	,	,	PUNCT
esutjss-285	517	13	&	&	CCONJ
esutjss-285	517	14	sulejmani	sulejmani	PROPN
esutjss-285	517	15	,	,	PUNCT
esutjss-285	517	16	a.	a.	NOUN
esutjss-285	517	17	(	(	PUNCT
esutjss-285	517	18	2024	2024	NUM
esutjss-285	517	19	)	)	PUNCT
esutjss-285	517	20	.	.	PUNCT
esutjss-285	518	1	an	an	DET
esutjss-285	518	2	overview	overview	NOUN
esutjss-285	518	3	of	of	ADP
esutjss-285	518	4	road	road	NOUN
esutjss-285	518	5	accident	accident	NOUN
esutjss-285	518	6	analysis	analysis	NOUN
esutjss-285	518	7	:	:	PUNCT
esutjss-285	518	8	a	a	DET
esutjss-285	518	9	data	data	NOUN
esutjss-285	518	10	-	-	PUNCT
esutjss-285	518	11	driven	drive	VERB
esutjss-285	518	12	approach	approach	NOUN
esutjss-285	518	13	for	for	ADP
esutjss-285	518	14	enhanced	enhanced	ADJ
esutjss-285	518	15	safety	safety	NOUN
esutjss-285	518	16	solutions	solution	NOUN
esutjss-285	518	17	.	.	PUNCT
esutjss-285	519	1	journal	journal	NOUN
esutjss-285	519	2	of	of	ADP
esutjss-285	519	3	integrated	integrate	VERB
esutjss-285	519	4	engineering	engineering	NOUN
esutjss-285	519	5	&	&	CCONJ
esutjss-285	519	6	applied	apply	VERB
esutjss-285	519	7	sciences	science	NOUN
esutjss-285	519	8	,	,	PUNCT
esutjss-285	519	9	2(2	2(2	NUM
esutjss-285	519	10	)	)	PUNCT
esutjss-285	519	11	,	,	PUNCT
esutjss-285	519	12	69	69	NUM
esutjss-285	519	13	-	-	SYM
esutjss-285	519	14	79	79	NUM
esutjss-285	519	15	.	.	PUNCT
esutjss-285	520	1	edema	edema	PROPN
esutjss-285	520	2	,	,	PUNCT
esutjss-285	520	3	j.	j.	PROPN
esutjss-285	520	4	(	(	PUNCT
esutjss-285	520	5	2019	2019	NUM
esutjss-285	520	6	)	)	PUNCT
esutjss-285	520	7	.	.	PUNCT
esutjss-285	521	1	poor	poor	ADJ
esutjss-285	521	2	public	public	ADJ
esutjss-285	521	3	transport	transport	NOUN
esutjss-285	521	4	infrastructure	infrastructure	NOUN
esutjss-285	521	5	in	in	ADP
esutjss-285	521	6	lagos	lagos	PROPN
esutjss-285	521	7	nigeria	nigeria	PROPN
esutjss-285	521	8	,	,	PUNCT
esutjss-285	521	9	how	how	SCONJ
esutjss-285	521	10	sustainable	sustainable	ADJ
esutjss-285	521	11	improvement	improvement	NOUN
esutjss-285	521	12	could	could	AUX
esutjss-285	521	13	enhance	enhance	VERB
esutjss-285	521	14	well	well	ADV
esutjss-285	521	15	-	-	PUNCT
esutjss-285	521	16	being	being	NOUN
esutjss-285	521	17	of	of	ADP
esutjss-285	521	18	the	the	DET
esutjss-285	521	19	people	people	NOUN
esutjss-285	521	20	and	and	CCONJ
esutjss-285	521	21	provide	provide	VERB
esutjss-285	521	22	environmental	environmental	ADJ
esutjss-285	521	23	benefits	benefit	NOUN
esutjss-285	521	24	.	.	PUNCT
esutjss-285	522	1	eneh	eneh	PROPN
esutjss-285	522	2	,	,	PUNCT
esutjss-285	522	3	o.	o.	PROPN
esutjss-285	522	4	c.	c.	PROPN
esutjss-285	522	5	,	,	PUNCT
esutjss-285	522	6	okosun	okosun	NOUN
esutjss-285	522	7	,	,	PUNCT
esutjss-285	522	8	a.	a.	NOUN
esutjss-285	522	9	,	,	PUNCT
esutjss-285	522	10	egbenta	egbenta	ADJ
esutjss-285	522	11	,	,	PUNCT
esutjss-285	522	12	i.	i.	PROPN
esutjss-285	522	13	r.	r.	PROPN
esutjss-285	522	14	,	,	PUNCT
esutjss-285	522	15	obi	obi	PROPN
esutjss-285	522	16	,	,	PUNCT
esutjss-285	522	17	n.	n.	PROPN
esutjss-285	522	18	i.	i.	PROPN
esutjss-285	522	19	,	,	PUNCT
esutjss-285	522	20	oloto	oloto	NOUN
esutjss-285	522	21	,	,	PUNCT
esutjss-285	522	22	m.	m.	NOUN
esutjss-285	522	23	c.	c.	PROPN
esutjss-285	522	24	,	,	PUNCT
esutjss-285	522	25	ubani	ubani	NOUN
esutjss-285	522	26	,	,	PUNCT
esutjss-285	522	27	o.	o.	PROPN
esutjss-285	522	28	,	,	PUNCT
esutjss-285	522	29	eneh	eneh	PROPN
esutjss-285	522	30	,	,	PUNCT
esutjss-285	522	31	c.	c.	PROPN
esutjss-285	522	32	a.	a.	PROPN
esutjss-285	522	33	,	,	PUNCT
esutjss-285	522	34	&	&	CCONJ
esutjss-285	522	35	eneonwo	eneonwo	PROPN
esutjss-285	522	36	,	,	PUNCT
esutjss-285	522	37	c.	c.	PROPN
esutjss-285	522	38	i.	i.	PROPN
esutjss-285	522	39	(	(	PUNCT
esutjss-285	522	40	2023	2023	NUM
esutjss-285	522	41	)	)	PUNCT
esutjss-285	522	42	.	.	PUNCT
esutjss-285	523	1	a	a	DET
esutjss-285	523	2	comparative	comparative	ADJ
esutjss-285	523	3	analysis	analysis	NOUN
esutjss-285	523	4	of	of	ADP
esutjss-285	523	5	road	road	NOUN
esutjss-285	523	6	and	and	CCONJ
esutjss-285	523	7	vehicle	vehicle	NOUN
esutjss-285	523	8	qualities	quality	NOUN
esutjss-285	523	9	as	as	ADP
esutjss-285	523	10	factors	factor	NOUN
esutjss-285	523	11	of	of	ADP
esutjss-285	523	12	road	road	NOUN
esutjss-285	523	13	traffic	traffic	NOUN
esutjss-285	523	14	carnage	carnage	NOUN
esutjss-285	523	15	in	in	ADP
esutjss-285	523	16	nigeria	nigeria	PROPN
esutjss-285	523	17	.	.	PUNCT
esutjss-285	524	1	bmc	bmc	VERB
esutjss-285	524	2	public	public	ADJ
esutjss-285	524	3	health	health	NOUN
esutjss-285	524	4	,	,	PUNCT
esutjss-285	524	5	23(1	23(1	NOUN
esutjss-285	524	6	)	)	PUNCT
esutjss-285	524	7	,	,	PUNCT
esutjss-285	524	8	2173	2173	NUM
esutjss-285	524	9	.	.	PUNCT
esutjss-285	525	1	eneh	eneh	PROPN
esutjss-285	525	2	,	,	PUNCT
esutjss-285	525	3	o.	o.	PROPN
esutjss-285	525	4	c.	c.	PROPN
esutjss-285	525	5	,	,	PUNCT
esutjss-285	525	6	okosun	okosun	NOUN
esutjss-285	525	7	,	,	PUNCT
esutjss-285	525	8	a.	a.	NOUN
esutjss-285	525	9	,	,	PUNCT
esutjss-285	525	10	egbenta	egbenta	ADJ
esutjss-285	525	11	,	,	PUNCT
esutjss-285	525	12	i.	i.	PROPN
esutjss-285	525	13	r.	r.	PROPN
esutjss-285	525	14	,	,	PUNCT
esutjss-285	525	15	obi	obi	PROPN
esutjss-285	525	16	,	,	PUNCT
esutjss-285	525	17	n.	n.	PROPN
esutjss-285	525	18	i.	i.	PROPN
esutjss-285	525	19	,	,	PUNCT
esutjss-285	525	20	oloto	oloto	NOUN
esutjss-285	525	21	,	,	PUNCT
esutjss-285	525	22	m.	m.	NOUN
esutjss-285	525	23	c.	c.	PROPN
esutjss-285	525	24	,	,	PUNCT
esutjss-285	525	25	ubani	ubani	NOUN
esutjss-285	525	26	,	,	PUNCT
esutjss-285	525	27	o.	o.	PROPN
esutjss-285	525	28	,	,	PUNCT
esutjss-285	525	29	...	...	PUNCT
esutjss-285	525	30	&	&	CCONJ
esutjss-285	525	31	eneonwo	eneonwo	PROPN
esutjss-285	525	32	,	,	PUNCT
esutjss-285	525	33	c.	c.	PROPN
esutjss-285	525	34	i.	i.	PROPN
esutjss-285	525	35	(	(	PUNCT
esutjss-285	525	36	2023	2023	NUM
esutjss-285	525	37	)	)	PUNCT
esutjss-285	525	38	.	.	PUNCT
esutjss-285	526	1	a	a	DET
esutjss-285	526	2	comparative	comparative	ADJ
esutjss-285	526	3	analysis	analysis	NOUN
esutjss-285	526	4	of	of	ADP
esutjss-285	526	5	road	road	NOUN
esutjss-285	526	6	and	and	CCONJ
esutjss-285	526	7	vehicle	vehicle	NOUN
esutjss-285	526	8	qualities	quality	NOUN
esutjss-285	526	9	as	as	ADP
esutjss-285	526	10	factors	factor	NOUN
esutjss-285	526	11	of	of	ADP
esutjss-285	526	12	road	road	NOUN
esutjss-285	526	13	traffic	traffic	NOUN
esutjss-285	526	14	carnage	carnage	NOUN
esutjss-285	526	15	in	in	ADP
esutjss-285	526	16	nigeria	nigeria	PROPN
esutjss-285	526	17	.	.	PUNCT
esutjss-285	527	1	bmc	bmc	VERB
esutjss-285	527	2	public	public	ADJ
esutjss-285	527	3	health	health	NOUN
esutjss-285	527	4	,	,	PUNCT
esutjss-285	527	5	23(1	23(1	NOUN
esutjss-285	527	6	)	)	PUNCT
esutjss-285	527	7	,	,	PUNCT
esutjss-285	527	8	2173	2173	NUM
esutjss-285	527	9	.	.	PUNCT
esutjss-285	528	1	enyinda	enyinda	ADV
esutjss-285	528	2	,	,	PUNCT
esutjss-285	528	3	c.	c.	PROPN
esutjss-285	528	4	a.	a.	PROPN
esutjss-285	528	5	(	(	PUNCT
esutjss-285	528	6	2022	2022	NUM
esutjss-285	528	7	)	)	PUNCT
esutjss-285	528	8	.	.	PUNCT
esutjss-285	529	1	trend	trend	NOUN
esutjss-285	529	2	of	of	ADP
esutjss-285	529	3	motor	motor	NOUN
esutjss-285	529	4	accident	accident	NOUN
esutjss-285	529	5	insurance	insurance	NOUN
esutjss-285	529	6	claims	claim	NOUN
esutjss-285	529	7	in	in	ADP
esutjss-285	529	8	nigeria	nigeria	PROPN
esutjss-285	529	9	.	.	PUNCT
esutjss-285	530	1	fuoye	fuoye	PROPN
esutjss-285	530	2	journal	journal	PROPN
esutjss-285	530	3	of	of	ADP
esutjss-285	530	4	finance	finance	NOUN
esutjss-285	530	5	and	and	CCONJ
esutjss-285	530	6	contemporary	contemporary	ADJ
esutjss-285	530	7	issues	issue	NOUN
esutjss-285	530	8	,	,	PUNCT
esutjss-285	530	9	2(1	2(1	NUM
esutjss-285	530	10	)	)	PUNCT
esutjss-285	530	11	,	,	PUNCT
esutjss-285	530	12	63	63	NUM
esutjss-285	530	13	-	-	SYM
esutjss-285	530	14	71	71	NUM
esutjss-285	530	15	.	.	PUNCT
esutjss-285	531	1	enyinda	enyinda	ADV
esutjss-285	531	2	,	,	PUNCT
esutjss-285	531	3	c.	c.	PROPN
esutjss-285	531	4	a.	a.	PROPN
esutjss-285	531	5	(	(	PUNCT
esutjss-285	531	6	2022	2022	NUM
esutjss-285	531	7	)	)	PUNCT
esutjss-285	531	8	.	.	PUNCT
esutjss-285	532	1	trend	trend	NOUN
esutjss-285	532	2	of	of	ADP
esutjss-285	532	3	motor	motor	NOUN
esutjss-285	532	4	accident	accident	NOUN
esutjss-285	532	5	insurance	insurance	NOUN
esutjss-285	532	6	claims	claim	NOUN
esutjss-285	532	7	in	in	ADP
esutjss-285	532	8	nigeria	nigeria	PROPN
esutjss-285	532	9	.	.	PUNCT
esutjss-285	533	1	fuoye	fuoye	PROPN
esutjss-285	533	2	journal	journal	PROPN
esutjss-285	533	3	of	of	ADP
esutjss-285	533	4	finance	finance	NOUN
esutjss-285	533	5	and	and	CCONJ
esutjss-285	533	6	contemporary	contemporary	ADJ
esutjss-285	533	7	issues	issue	NOUN
esutjss-285	533	8	,	,	PUNCT
esutjss-285	533	9	2(1	2(1	NUM
esutjss-285	533	10	)	)	PUNCT
esutjss-285	533	11	,	,	PUNCT
esutjss-285	533	12	63	63	NUM
esutjss-285	533	13	-	-	SYM
esutjss-285	533	14	71	71	NUM
esutjss-285	533	15	.	.	PUNCT
esutjss-285	534	1	epetimehin	epetimehin	PROPN
esutjss-285	534	2	,	,	PUNCT
esutjss-285	534	3	f.	f.	PROPN
esutjss-285	534	4	m.	m.	PROPN
esutjss-285	534	5	(	(	PUNCT
esutjss-285	534	6	undated	undated	ADJ
esutjss-285	534	7	)	)	PUNCT
esutjss-285	534	8	.	.	PUNCT
esutjss-285	535	1	risk	risk	NOUN
esutjss-285	535	2	exposures	exposure	NOUN
esutjss-285	535	3	,	,	PUNCT
esutjss-285	535	4	vulnerability	vulnerability	NOUN
esutjss-285	535	5	and	and	CCONJ
esutjss-285	535	6	mitigation	mitigation	NOUN
esutjss-285	535	7	methods	method	NOUN
esutjss-285	535	8	among	among	ADP
esutjss-285	535	9	road	road	NOUN
esutjss-285	535	10	transport	transport	NOUN
esutjss-285	535	11	workers	worker	NOUN
esutjss-285	535	12	in	in	ADP
esutjss-285	535	13	nigeria	nigeria	PROPN
esutjss-285	535	14	.	.	PUNCT
esutjss-285	536	1	joseph	joseph	PROPN
esutjss-285	536	2	ayo	ayo	PROPN
esutjss-285	536	3	babalola	babalola	PROPN
esutjss-285	536	4	university	university	PROPN
esutjss-285	536	5	.	.	PUNCT
esutjss-285	537	1	esbester	esbester	NOUN
esutjss-285	537	2	,	,	PUNCT
esutjss-285	537	3	m.	m.	NOUN
esutjss-285	537	4	,	,	PUNCT
esutjss-285	537	5	&	&	CCONJ
esutjss-285	537	6	wetmore	wetmore	PROPN
esutjss-285	537	7	,	,	PUNCT
esutjss-285	537	8	j.	j.	PROPN
esutjss-285	537	9	m.	m.	PROPN
esutjss-285	537	10	(	(	PUNCT
esutjss-285	537	11	2015	2015	NUM
esutjss-285	537	12	)	)	PUNCT
esutjss-285	537	13	.	.	PUNCT
esutjss-285	538	1	introduction	introduction	NOUN
esutjss-285	538	2	:	:	PUNCT
esutjss-285	538	3	global	global	ADJ
esutjss-285	538	4	perspectives	perspective	NOUN
esutjss-285	538	5	on	on	ADP
esutjss-285	538	6	road	road	NOUN
esutjss-285	538	7	safety	safety	NOUN
esutjss-285	538	8	history	history	NOUN
esutjss-285	538	9	.	.	PUNCT
esutjss-285	539	1	technology	technology	NOUN
esutjss-285	539	2	and	and	CCONJ
esutjss-285	539	3	culture	culture	NOUN
esutjss-285	539	4	,	,	PUNCT
esutjss-285	539	5	56(2	56(2	ADJ
esutjss-285	539	6	)	)	PUNCT
esutjss-285	539	7	,	,	PUNCT
esutjss-285	539	8	307	307	NUM
esutjss-285	539	9	-	-	SYM
esutjss-285	539	10	318	318	NUM
esutjss-285	539	11	.	.	PUNCT
esutjss-285	539	12	254	254	NUM
esutjss-285	539	13	ezeibe	ezeibe	ADJ
esutjss-285	539	14	,	,	PUNCT
esutjss-285	539	15	c.	c.	PROPN
esutjss-285	539	16	,	,	PUNCT
esutjss-285	539	17	ilo	ilo	PROPN
esutjss-285	539	18	,	,	PUNCT
esutjss-285	539	19	c.	c.	PROPN
esutjss-285	539	20	,	,	PUNCT
esutjss-285	539	21	oguonu	oguonu	NOUN
esutjss-285	539	22	,	,	PUNCT
esutjss-285	539	23	c.	c.	PROPN
esutjss-285	539	24	,	,	PUNCT
esutjss-285	539	25	ali	ali	PROPN
esutjss-285	539	26	,	,	PUNCT
esutjss-285	539	27	a.	a.	PROPN
esutjss-285	539	28	,	,	PUNCT
esutjss-285	539	29	abada	abada	PROPN
esutjss-285	539	30	,	,	PUNCT
esutjss-285	539	31	i.	i.	PROPN
esutjss-285	539	32	,	,	PUNCT
esutjss-285	539	33	ezeibe	ezeibe	PROPN
esutjss-285	539	34	,	,	PUNCT
esutjss-285	539	35	e.	e.	PROPN
esutjss-285	539	36	,	,	PUNCT
esutjss-285	539	37	...	...	PUNCT
esutjss-285	539	38	&	&	CCONJ
esutjss-285	539	39	agbo	agbo	PROPN
esutjss-285	539	40	,	,	PUNCT
esutjss-285	539	41	h.	h.	PROPN
esutjss-285	539	42	(	(	PUNCT
esutjss-285	539	43	2019	2019	NUM
esutjss-285	539	44	)	)	PUNCT
esutjss-285	539	45	.	.	PUNCT
esutjss-285	540	1	the	the	DET
esutjss-285	540	2	impact	impact	NOUN
esutjss-285	540	3	of	of	ADP
esutjss-285	540	4	traffic	traffic	NOUN
esutjss-285	540	5	sign	sign	NOUN
esutjss-285	540	6	deficit	deficit	NOUN
esutjss-285	540	7	on	on	ADP
esutjss-285	540	8	road	road	NOUN
esutjss-285	540	9	traffic	traffic	NOUN
esutjss-285	540	10	accidents	accident	NOUN
esutjss-285	540	11	in	in	ADP
esutjss-285	540	12	nigeria	nigeria	PROPN
esutjss-285	540	13	.	.	PUNCT
esutjss-285	541	1	international	international	ADJ
esutjss-285	541	2	journal	journal	PROPN
esutjss-285	541	3	of	of	ADP
esutjss-285	541	4	injury	injury	NOUN
esutjss-285	541	5	control	control	NOUN
esutjss-285	541	6	and	and	CCONJ
esutjss-285	541	7	safety	safety	NOUN
esutjss-285	541	8	promotion	promotion	NOUN
esutjss-285	541	9	,	,	PUNCT
esutjss-285	541	10	26(1	26(1	NUM
esutjss-285	541	11	)	)	PUNCT
esutjss-285	541	12	,	,	PUNCT
esutjss-285	541	13	3	3	NUM
esutjss-285	541	14	-	-	SYM
esutjss-285	541	15	11	11	NUM
esutjss-285	541	16	.	.	PUNCT
esutjss-285	542	1	feber	feber	PROPN
esutjss-285	542	2	,	,	PUNCT
esutjss-285	542	3	d.	d.	PROPN
esutjss-285	542	4	j.	j.	PROPN
esutjss-285	542	5	,	,	PUNCT
esutjss-285	542	6	feldmeier	feldmeier	NOUN
esutjss-285	542	7	,	,	PUNCT
esutjss-285	542	8	j.	j.	PROPN
esutjss-285	542	9	m.	m.	PROPN
esutjss-285	542	10	,	,	PUNCT
esutjss-285	542	11	&	&	CCONJ
esutjss-285	542	12	crocker	crocker	PROPN
esutjss-285	542	13	,	,	PUNCT
esutjss-285	542	14	k.	k.	PROPN
esutjss-285	542	15	j.	j.	PROPN
esutjss-285	542	16	(	(	PUNCT
esutjss-285	542	17	2003	2003	NUM
esutjss-285	542	18	)	)	PUNCT
esutjss-285	542	19	.	.	PUNCT
esutjss-285	543	1	the	the	DET
esutjss-285	543	2	economic	economic	ADJ
esutjss-285	543	3	effects	effect	NOUN
esutjss-285	543	4	of	of	ADP
esutjss-285	543	5	road	road	NOUN
esutjss-285	543	6	safety	safety	NOUN
esutjss-285	543	7	improvements	improvement	NOUN
esutjss-285	543	8	:	:	PUNCT
esutjss-285	543	9	an	an	DET
esutjss-285	543	10	insurance	insurance	NOUN
esutjss-285	543	11	claims	claim	VERB
esutjss-285	543	12	analysis	analysis	NOUN
esutjss-285	543	13	.	.	PUNCT
esutjss-285	544	1	journal	journal	NOUN
esutjss-285	544	2	of	of	ADP
esutjss-285	544	3	risk	risk	NOUN
esutjss-285	544	4	and	and	CCONJ
esutjss-285	544	5	insurance	insurance	NOUN
esutjss-285	544	6	,	,	PUNCT
esutjss-285	544	7	70(4	70(4	NUM
esutjss-285	544	8	)	)	PUNCT
esutjss-285	544	9	,	,	PUNCT
esutjss-285	544	10	651	651	NUM
esutjss-285	544	11	-	-	SYM
esutjss-285	544	12	664	664	NUM
esutjss-285	544	13	.	.	PUNCT
esutjss-285	545	1	femi	femi	PROPN
esutjss-285	545	2	,	,	PUNCT
esutjss-285	545	3	o.	o.	PROPN
esutjss-285	545	4	j.	j.	PROPN
esutjss-285	545	5	,	,	PUNCT
esutjss-285	545	6	&	&	CCONJ
esutjss-285	545	7	tolorunloju	tolorunloju	PROPN
esutjss-285	545	8	,	,	PUNCT
esutjss-285	545	9	e.	e.	PROPN
esutjss-285	545	10	r.	r.	PROPN
esutjss-285	545	11	(	(	PUNCT
esutjss-285	545	12	2020	2020	NUM
esutjss-285	545	13	)	)	PUNCT
esutjss-285	545	14	.	.	PUNCT
esutjss-285	546	1	assessment	assessment	NOUN
esutjss-285	546	2	of	of	ADP
esutjss-285	546	3	road	road	NOUN
esutjss-285	546	4	transport	transport	NOUN
esutjss-285	546	5	infrastructure	infrastructure	NOUN
esutjss-285	546	6	in	in	ADP
esutjss-285	546	7	lagos	lagos	PROPN
esutjss-285	546	8	state	state	NOUN
esutjss-285	546	9	,	,	PUNCT
esutjss-285	546	10	nigeria	nigeria	PROPN
esutjss-285	546	11	.	.	PUNCT
esutjss-285	547	1	indian	indian	PROPN
esutjss-285	547	2	journal	journal	PROPN
esutjss-285	547	3	of	of	ADP
esutjss-285	547	4	engineering	engineering	PROPN
esutjss-285	547	5	,	,	PUNCT
esutjss-285	547	6	17(47	17(47	NUM
esutjss-285	547	7	)	)	PUNCT
esutjss-285	547	8	,	,	PUNCT
esutjss-285	547	9	182	182	NUM
esutjss-285	547	10	-	-	SYM
esutjss-285	547	11	192	192	NUM
esutjss-285	547	12	.	.	PUNCT
esutjss-285	548	1	femi	femi	PROPN
esutjss-285	548	2	,	,	PUNCT
esutjss-285	548	3	o.	o.	PROPN
esutjss-285	548	4	j.	j.	PROPN
esutjss-285	548	5	,	,	PUNCT
esutjss-285	548	6	&	&	CCONJ
esutjss-285	548	7	tolorunloju	tolorunloju	PROPN
esutjss-285	548	8	,	,	PUNCT
esutjss-285	548	9	e.	e.	PROPN
esutjss-285	548	10	r.	r.	PROPN
esutjss-285	548	11	(	(	PUNCT
esutjss-285	548	12	2020	2020	NUM
esutjss-285	548	13	)	)	PUNCT
esutjss-285	548	14	.	.	PUNCT
esutjss-285	549	1	assessment	assessment	NOUN
esutjss-285	549	2	of	of	ADP
esutjss-285	549	3	road	road	NOUN
esutjss-285	549	4	transport	transport	NOUN
esutjss-285	549	5	infrastructure	infrastructure	NOUN
esutjss-285	549	6	in	in	ADP
esutjss-285	549	7	lagos	lagos	PROPN
esutjss-285	549	8	state	state	NOUN
esutjss-285	549	9	,	,	PUNCT
esutjss-285	549	10	nigeria	nigeria	PROPN
esutjss-285	549	11	.	.	PUNCT
esutjss-285	550	1	indian	indian	PROPN
esutjss-285	550	2	journal	journal	PROPN
esutjss-285	550	3	of	of	ADP
esutjss-285	550	4	engineering	engineering	PROPN
esutjss-285	550	5	,	,	PUNCT
esutjss-285	550	6	17(47	17(47	NUM
esutjss-285	550	7	)	)	PUNCT
esutjss-285	550	8	,	,	PUNCT
esutjss-285	550	9	182	182	NUM
esutjss-285	550	10	-	-	SYM
esutjss-285	550	11	192	192	NUM
esutjss-285	550	12	.	.	PUNCT
esutjss-285	551	1	gbenga	gbenga	PROPN
esutjss-285	551	2	,	,	PUNCT
esutjss-285	551	3	a.	a.	NOUN
esutjss-285	551	4	n.	n.	NOUN
esutjss-285	551	5	(	(	PUNCT
esutjss-285	551	6	2024	2024	NUM
esutjss-285	551	7	)	)	PUNCT
esutjss-285	551	8	.	.	PUNCT
esutjss-285	552	1	business	business	NOUN
esutjss-285	552	2	risk	risk	NOUN
esutjss-285	552	3	management	management	NOUN
esutjss-285	552	4	ideology	ideology	NOUN
esutjss-285	552	5	and	and	CCONJ
esutjss-285	552	6	entrepreneurial	entrepreneurial	ADJ
esutjss-285	552	7	development	development	NOUN
esutjss-285	552	8	of	of	ADP
esutjss-285	552	9	students	student	NOUN
esutjss-285	552	10	in	in	ADP
esutjss-285	552	11	tertiary	tertiary	ADJ
esutjss-285	552	12	institutions	institution	NOUN
esutjss-285	552	13	in	in	ADP
esutjss-285	552	14	southwestern	southwestern	NOUN
esutjss-285	552	15	,	,	PUNCT
esutjss-285	552	16	nigeria	nigeria	PROPN
esutjss-285	552	17	.	.	PUNCT
esutjss-285	553	1	journal	journal	PROPN
esutjss-285	553	2	of	of	ADP
esutjss-285	553	3	technology	technology	NOUN
esutjss-285	553	4	management	management	NOUN
esutjss-285	553	5	and	and	CCONJ
esutjss-285	553	6	business	business	NOUN
esutjss-285	553	7	,	,	PUNCT
esutjss-285	553	8	11(1	11(1	NUM
esutjss-285	553	9	)	)	PUNCT
esutjss-285	553	10	,	,	PUNCT
esutjss-285	553	11	32	32	NUM
esutjss-285	553	12	-	-	SYM
esutjss-285	553	13	48	48	NUM
esutjss-285	553	14	.	.	PUNCT
esutjss-285	554	1	gebru	gebru	NOUN
esutjss-285	554	2	,	,	PUNCT
esutjss-285	554	3	m.	m.	PROPN
esutjss-285	554	4	k.	k.	PROPN
esutjss-285	554	5	(	(	PUNCT
esutjss-285	554	6	2017	2017	NUM
esutjss-285	554	7	)	)	PUNCT
esutjss-285	554	8	.	.	PUNCT
esutjss-285	555	1	road	road	NOUN
esutjss-285	555	2	traffic	traffic	NOUN
esutjss-285	555	3	accident	accident	NOUN
esutjss-285	555	4	:	:	PUNCT
esutjss-285	555	5	human	human	ADJ
esutjss-285	555	6	security	security	NOUN
esutjss-285	555	7	perspective	perspective	NOUN
esutjss-285	555	8	.	.	PUNCT
esutjss-285	556	1	international	international	ADJ
esutjss-285	556	2	journal	journal	NOUN
esutjss-285	556	3	of	of	ADP
esutjss-285	556	4	peace	peace	NOUN
esutjss-285	556	5	and	and	CCONJ
esutjss-285	556	6	development	development	NOUN
esutjss-285	556	7	studies	study	NOUN
esutjss-285	556	8	,	,	PUNCT
esutjss-285	556	9	8(2	8(2	NUM
esutjss-285	556	10	)	)	PUNCT
esutjss-285	556	11	,	,	PUNCT
esutjss-285	556	12	15	15	NUM
esutjss-285	556	13	-	-	SYM
esutjss-285	556	14	24	24	NUM
esutjss-285	556	15	.	.	PUNCT
esutjss-285	557	1	goniewicz	goniewicz	PROPN
esutjss-285	557	2	,	,	PUNCT
esutjss-285	557	3	k.	k.	PROPN
esutjss-285	557	4	,	,	PUNCT
esutjss-285	557	5	goniewicz	goniewicz	NOUN
esutjss-285	557	6	,	,	PUNCT
esutjss-285	557	7	m.	m.	NOUN
esutjss-285	557	8	,	,	PUNCT
esutjss-285	557	9	pawłowski	pawłowski	NOUN
esutjss-285	557	10	,	,	PUNCT
esutjss-285	557	11	w.	w.	PROPN
esutjss-285	557	12	,	,	PUNCT
esutjss-285	557	13	&	&	CCONJ
esutjss-285	557	14	fiedor	fiedor	PROPN
esutjss-285	557	15	,	,	PUNCT
esutjss-285	557	16	p.	p.	NOUN
esutjss-285	557	17	(	(	PUNCT
esutjss-285	557	18	2016	2016	NUM
esutjss-285	557	19	)	)	PUNCT
esutjss-285	557	20	.	.	PUNCT
esutjss-285	558	1	road	road	NOUN
esutjss-285	558	2	accident	accident	NOUN
esutjss-285	558	3	rates	rate	NOUN
esutjss-285	558	4	:	:	PUNCT
esutjss-285	558	5	strategies	strategy	NOUN
esutjss-285	558	6	and	and	CCONJ
esutjss-285	558	7	programmes	programme	NOUN
esutjss-285	558	8	for	for	ADP
esutjss-285	558	9	improving	improve	VERB
esutjss-285	558	10	road	road	NOUN
esutjss-285	558	11	traffic	traffic	NOUN
esutjss-285	558	12	safety	safety	NOUN
esutjss-285	558	13	.	.	PUNCT
esutjss-285	559	1	european	european	ADJ
esutjss-285	559	2	journal	journal	PROPN
esutjss-285	559	3	of	of	ADP
esutjss-285	559	4	trauma	trauma	NOUN
esutjss-285	559	5	and	and	CCONJ
esutjss-285	559	6	emergency	emergency	NOUN
esutjss-285	559	7	surgery	surgery	NOUN
esutjss-285	559	8	,	,	PUNCT
esutjss-285	559	9	42	42	NUM
esutjss-285	559	10	,	,	PUNCT
esutjss-285	559	11	433	433	NUM
esutjss-285	559	12	-	-	SYM
esutjss-285	559	13	438	438	NUM
esutjss-285	559	14	.	.	PUNCT
esutjss-285	560	1	hsu	hsu	PROPN
esutjss-285	560	2	,	,	PUNCT
esutjss-285	560	3	y.	y.	PROPN
esutjss-285	560	4	c.	c.	PROPN
esutjss-285	560	5	,	,	PUNCT
esutjss-285	560	6	chou	chou	NOUN
esutjss-285	560	7	,	,	PUNCT
esutjss-285	560	8	p.	p.	PROPN
esutjss-285	560	9	l.	l.	PROPN
esutjss-285	560	10	,	,	PUNCT
esutjss-285	560	11	&	&	CCONJ
esutjss-285	560	12	shiu	shiu	PROPN
esutjss-285	560	13	,	,	PUNCT
esutjss-285	560	14	y.	y.	PROPN
esutjss-285	560	15	m.	m.	PROPN
esutjss-285	560	16	(	(	PUNCT
esutjss-285	560	17	2016	2016	NUM
esutjss-285	560	18	)	)	PUNCT
esutjss-285	560	19	.	.	PUNCT
esutjss-285	561	1	an	an	DET
esutjss-285	561	2	examination	examination	NOUN
esutjss-285	561	3	of	of	ADP
esutjss-285	561	4	the	the	DET
esutjss-285	561	5	relationship	relationship	NOUN
esutjss-285	561	6	between	between	ADP
esutjss-285	561	7	vehicle	vehicle	NOUN
esutjss-285	561	8	insurance	insurance	NOUN
esutjss-285	561	9	purchase	purchase	NOUN
esutjss-285	561	10	and	and	CCONJ
esutjss-285	561	11	the	the	DET
esutjss-285	561	12	frequency	frequency	NOUN
esutjss-285	561	13	of	of	ADP
esutjss-285	561	14	accidents	accident	NOUN
esutjss-285	561	15	.	.	PUNCT
esutjss-285	562	1	asia	asia	PROPN
esutjss-285	562	2	pacific	pacific	PROPN
esutjss-285	562	3	management	management	PROPN
esutjss-285	562	4	review	review	PROPN
esutjss-285	562	5	,	,	PUNCT
esutjss-285	562	6	21(4	21(4	NUM
esutjss-285	562	7	)	)	PUNCT
esutjss-285	562	8	,	,	PUNCT
esutjss-285	562	9	231	231	NUM
esutjss-285	562	10	-	-	SYM
esutjss-285	562	11	238	238	NUM
esutjss-285	562	12	.	.	PUNCT
esutjss-285	563	1	hsu	hsu	PROPN
esutjss-285	563	2	,	,	PUNCT
esutjss-285	563	3	y.	y.	PROPN
esutjss-285	563	4	c.	c.	PROPN
esutjss-285	563	5	,	,	PUNCT
esutjss-285	563	6	shiu	shiu	PROPN
esutjss-285	563	7	,	,	PUNCT
esutjss-285	563	8	y.	y.	PROPN
esutjss-285	563	9	m.	m.	PROPN
esutjss-285	563	10	,	,	PUNCT
esutjss-285	563	11	chou	chou	NOUN
esutjss-285	563	12	,	,	PUNCT
esutjss-285	563	13	p.	p.	PROPN
esutjss-285	563	14	l.	l.	PROPN
esutjss-285	563	15	,	,	PUNCT
esutjss-285	563	16	&	&	CCONJ
esutjss-285	563	17	chen	chen	PROPN
esutjss-285	563	18	,	,	PUNCT
esutjss-285	563	19	y.	y.	PROPN
esutjss-285	563	20	m.	m.	PROPN
esutjss-285	563	21	j.	j.	PROPN
esutjss-285	563	22	(	(	PUNCT
esutjss-285	563	23	2015	2015	NUM
esutjss-285	563	24	)	)	PUNCT
esutjss-285	563	25	.	.	PUNCT
esutjss-285	564	1	vehicle	vehicle	NOUN
esutjss-285	564	2	insurance	insurance	NOUN
esutjss-285	564	3	and	and	CCONJ
esutjss-285	564	4	the	the	DET
esutjss-285	564	5	risk	risk	NOUN
esutjss-285	564	6	of	of	ADP
esutjss-285	564	7	road	road	NOUN
esutjss-285	564	8	traffic	traffic	NOUN
esutjss-285	564	9	accidents	accident	NOUN
esutjss-285	564	10	.	.	PUNCT
esutjss-285	565	1	transportation	transportation	NOUN
esutjss-285	565	2	research	research	NOUN
esutjss-285	565	3	part	part	NOUN
esutjss-285	565	4	a	a	DET
esutjss-285	565	5	:	:	PUNCT
esutjss-285	565	6	policy	policy	NOUN
esutjss-285	565	7	and	and	CCONJ
esutjss-285	565	8	practice	practice	NOUN
esutjss-285	565	9	,	,	PUNCT
esutjss-285	565	10	74	74	NUM
esutjss-285	565	11	,	,	PUNCT
esutjss-285	565	12	201209	201209	NUM
esutjss-285	565	13	.	.	PUNCT
esutjss-285	566	1	huang	huang	PROPN
esutjss-285	566	2	,	,	PUNCT
esutjss-285	566	3	t.	t.	PROPN
esutjss-285	566	4	,	,	PUNCT
esutjss-285	566	5	wang	wang	PROPN
esutjss-285	566	6	,	,	PUNCT
esutjss-285	566	7	s.	s.	PROPN
esutjss-285	566	8	,	,	PUNCT
esutjss-285	566	9	&	&	CCONJ
esutjss-285	566	10	sharma	sharma	PROPN
esutjss-285	566	11	,	,	PUNCT
esutjss-285	566	12	a.	a.	NOUN
esutjss-285	566	13	(	(	PUNCT
esutjss-285	566	14	2020	2020	NUM
esutjss-285	566	15	)	)	PUNCT
esutjss-285	566	16	.	.	PUNCT
esutjss-285	567	1	highway	highway	NOUN
esutjss-285	567	2	crash	crash	NOUN
esutjss-285	567	3	detection	detection	NOUN
esutjss-285	567	4	and	and	CCONJ
esutjss-285	567	5	risk	risk	NOUN
esutjss-285	567	6	estimation	estimation	NOUN
esutjss-285	567	7	using	use	VERB
esutjss-285	567	8	deep	deep	ADJ
esutjss-285	567	9	learning	learning	NOUN
esutjss-285	567	10	.	.	PUNCT
esutjss-285	568	1	accident	accident	NOUN
esutjss-285	568	2	analysis	analysis	NOUN
esutjss-285	568	3	&	&	CCONJ
esutjss-285	568	4	prevention	prevention	NOUN
esutjss-285	568	5	,	,	PUNCT
esutjss-285	568	6	135	135	NUM
esutjss-285	568	7	,	,	PUNCT
esutjss-285	568	8	105392	105392	NUM
esutjss-285	568	9	.	.	PUNCT
esutjss-285	569	1	imamaliev	imamaliev	PROPN
esutjss-285	569	2	,	,	PUNCT
esutjss-285	569	3	d.	d.	PROPN
esutjss-285	569	4	,	,	PUNCT
esutjss-285	569	5	urakov	urakov	PROPN
esutjss-285	569	6	,	,	PUNCT
esutjss-285	569	7	a.	a.	PROPN
esutjss-285	569	8	,	,	PUNCT
esutjss-285	569	9	darabov	darabov	PROPN
esutjss-285	569	10	,	,	PUNCT
esutjss-285	569	11	m.	m.	NOUN
esutjss-285	569	12	,	,	PUNCT
esutjss-285	569	13	&	&	CCONJ
esutjss-285	569	14	sayfutdinova	sayfutdinova	PROPN
esutjss-285	569	15	,	,	PUNCT
esutjss-285	569	16	r.	r.	PROPN
esutjss-285	569	17	(	(	PUNCT
esutjss-285	569	18	2021	2021	NUM
esutjss-285	569	19	)	)	PUNCT
esutjss-285	569	20	.	.	PUNCT
esutjss-285	570	1	important	important	ADJ
esutjss-285	570	2	risk	risk	NOUN
esutjss-285	570	3	factors	factor	NOUN
esutjss-285	570	4	for	for	ADP
esutjss-285	570	5	road	road	NOUN
esutjss-285	570	6	accidents	accident	NOUN
esutjss-285	570	7	.	.	PUNCT
esutjss-285	571	1	in	in	ADP
esutjss-285	571	2	e3s	e3s	PROPN
esutjss-285	571	3	web	web	NOUN
esutjss-285	571	4	of	of	ADP
esutjss-285	571	5	conferences	conference	NOUN
esutjss-285	571	6	(	(	PUNCT
esutjss-285	571	7	vol	vol	NOUN
esutjss-285	571	8	.	.	NOUN
esutjss-285	571	9	264	264	NUM
esutjss-285	571	10	,	,	PUNCT
esutjss-285	571	11	p.	p.	NOUN
esutjss-285	571	12	02025	02025	NUM
esutjss-285	571	13	)	)	PUNCT
esutjss-285	571	14	.	.	PUNCT
esutjss-285	572	1	edp	edp	PROPN
esutjss-285	572	2	sciences	sciences	PROPN
esutjss-285	572	3	.	.	PUNCT
esutjss-285	573	1	intertransport	intertransport	NOUN
esutjss-285	573	2	.	.	PUNCT
esutjss-285	574	1	(	(	PUNCT
esutjss-285	574	2	2025	2025	NUM
esutjss-285	574	3	,	,	PUNCT
esutjss-285	574	4	june	june	PROPN
esutjss-285	574	5	19	19	NUM
esutjss-285	574	6	)	)	PUNCT
esutjss-285	574	7	.	.	PUNCT
esutjss-285	575	1	impact	impact	NOUN
esutjss-285	575	2	of	of	ADP
esutjss-285	575	3	bad	bad	ADJ
esutjss-285	575	4	roads	road	NOUN
esutjss-285	575	5	on	on	ADP
esutjss-285	575	6	transportation	transportation	NOUN
esutjss-285	575	7	in	in	ADP
esutjss-285	575	8	nigeria	nigeria	PROPN
esutjss-285	575	9	.	.	PUNCT
esutjss-285	576	1	isimoya	isimoya	PROPN
esutjss-285	576	2	,	,	PUNCT
esutjss-285	576	3	o.	o.	NOUN
esutjss-285	576	4	a.	a.	PROPN
esutjss-285	576	5	,	,	PUNCT
esutjss-285	576	6	ajemunigbohun	ajemunigbohun	PROPN
esutjss-285	576	7	,	,	PUNCT
esutjss-285	576	8	s.	s.	PROPN
esutjss-285	576	9	s.	s.	PROPN
esutjss-285	576	10	,	,	PUNCT
esutjss-285	576	11	&	&	CCONJ
esutjss-285	576	12	osasona	osasona	PROPN
esutjss-285	576	13	,	,	PUNCT
esutjss-285	576	14	a.	a.	PROPN
esutjss-285	576	15	v.	v.	PROPN
esutjss-285	576	16	(	(	PUNCT
esutjss-285	576	17	2022	2022	NUM
esutjss-285	576	18	)	)	PUNCT
esutjss-285	576	19	.	.	PUNCT
esutjss-285	577	1	motor	motor	NOUN
esutjss-285	577	2	insurance	insurance	NOUN
esutjss-285	577	3	policies	policy	NOUN
esutjss-285	577	4	'	'	PART
esutjss-285	577	5	underwriting	underwriting	NOUN
esutjss-285	577	6	factors	factor	NOUN
esutjss-285	577	7	:	:	PUNCT
esutjss-285	577	8	exploratory	exploratory	ADJ
esutjss-285	577	9	analysis	analysis	NOUN
esutjss-285	577	10	from	from	ADP
esutjss-285	577	11	motor	motor	NOUN
esutjss-285	577	12	insurance	insurance	NOUN
esutjss-285	577	13	providers	provider	NOUN
esutjss-285	577	14	in	in	ADP
esutjss-285	577	15	nigeria	nigeria	PROPN
esutjss-285	577	16	.	.	PUNCT
esutjss-285	578	1	ekonomicko	ekonomicko	PROPN
esutjss-285	578	2	-	-	PUNCT
esutjss-285	578	3	manazerske	manazerske	PROPN
esutjss-285	578	4	spektrum	spektrum	PROPN
esutjss-285	578	5	,	,	PUNCT
esutjss-285	578	6	16(2	16(2	NUM
esutjss-285	578	7	)	)	PUNCT
esutjss-285	578	8	,	,	PUNCT
esutjss-285	578	9	1	1	NUM
esutjss-285	578	10	-	-	SYM
esutjss-285	578	11	17	17	NUM
esutjss-285	578	12	.	.	PUNCT
esutjss-285	579	1	iyanda	iyanda	PROPN
esutjss-285	579	2	,	,	PUNCT
esutjss-285	579	3	a.	a.	PROPN
esutjss-285	579	4	e.	e.	PROPN
esutjss-285	579	5	(	(	PUNCT
esutjss-285	579	6	2019	2019	NUM
esutjss-285	579	7	)	)	PUNCT
esutjss-285	579	8	.	.	PUNCT
esutjss-285	580	1	geographic	geographic	ADJ
esutjss-285	580	2	analysis	analysis	NOUN
esutjss-285	580	3	of	of	ADP
esutjss-285	580	4	road	road	NOUN
esutjss-285	580	5	accident	accident	NOUN
esutjss-285	580	6	severity	severity	NOUN
esutjss-285	580	7	index	index	NOUN
esutjss-285	580	8	in	in	ADP
esutjss-285	580	9	nigeria	nigeria	PROPN
esutjss-285	580	10	.	.	PUNCT
esutjss-285	581	1	international	international	ADJ
esutjss-285	581	2	journal	journal	PROPN
esutjss-285	581	3	of	of	ADP
esutjss-285	581	4	injury	injury	NOUN
esutjss-285	581	5	control	control	NOUN
esutjss-285	581	6	and	and	CCONJ
esutjss-285	581	7	safety	safety	NOUN
esutjss-285	581	8	promotion	promotion	NOUN
esutjss-285	581	9	,	,	PUNCT
esutjss-285	581	10	26(1	26(1	NUM
esutjss-285	581	11	)	)	PUNCT
esutjss-285	581	12	,	,	PUNCT
esutjss-285	581	13	72	72	NUM
esutjss-285	581	14	-	-	SYM
esutjss-285	581	15	81	81	NUM
esutjss-285	581	16	.	.	PUNCT
esutjss-285	582	1	johnston	johnston	PROPN
esutjss-285	582	2	,	,	PUNCT
esutjss-285	582	3	i.	i.	PROPN
esutjss-285	582	4	(	(	PUNCT
esutjss-285	582	5	2004	2004	NUM
esutjss-285	582	6	)	)	PUNCT
esutjss-285	582	7	.	.	PUNCT
esutjss-285	583	1	reducing	reduce	VERB
esutjss-285	583	2	injury	injury	NOUN
esutjss-285	583	3	from	from	ADP
esutjss-285	583	4	speed	speed	NOUN
esutjss-285	583	5	related	relate	VERB
esutjss-285	583	6	road	road	NOUN
esutjss-285	583	7	crashes	crash	NOUN
esutjss-285	583	8	.	.	PUNCT
esutjss-285	584	1	injury	injury	NOUN
esutjss-285	584	2	prevention	prevention	NOUN
esutjss-285	584	3	,	,	PUNCT
esutjss-285	584	4	10(5	10(5	NUM
esutjss-285	584	5	)	)	PUNCT
esutjss-285	584	6	,	,	PUNCT
esutjss-285	584	7	257	257	NUM
esutjss-285	584	8	-	-	SYM
esutjss-285	584	9	259	259	NUM
esutjss-285	584	10	.	.	PUNCT
esutjss-285	585	1	255	255	NUM
esutjss-285	585	2	kenneth	kenneth	PROPN
esutjss-285	585	3	,	,	PUNCT
esutjss-285	585	4	g.	g.	PROPN
esutjss-285	585	5	e.	e.	PROPN
esutjss-285	585	6	(	(	PUNCT
esutjss-285	585	7	2021	2021	NUM
esutjss-285	585	8	)	)	PUNCT
esutjss-285	585	9	.	.	PUNCT
esutjss-285	586	1	statistical	statistical	ADJ
esutjss-285	586	2	application	application	NOUN
esutjss-285	586	3	of	of	ADP
esutjss-285	586	4	regression	regression	NOUN
esutjss-285	586	5	techniques	technique	NOUN
esutjss-285	586	6	in	in	ADP
esutjss-285	586	7	modeling	model	VERB
esutjss-285	586	8	road	road	NOUN
esutjss-285	586	9	accidents	accident	NOUN
esutjss-285	586	10	in	in	ADP
esutjss-285	586	11	edo	edo	PROPN
esutjss-285	586	12	state	state	PROPN
esutjss-285	586	13	,	,	PUNCT
esutjss-285	586	14	nigeria	nigeria	PROPN
esutjss-285	586	15	.	.	PUNCT
esutjss-285	587	1	sch	sch	PROPN
esutjss-285	588	1	j	j	PROPN
esutjss-285	588	2	phys	phys	PROPN
esutjss-285	588	3	math	math	PROPN
esutjss-285	588	4	stat	stat	PROPN
esutjss-285	588	5	,	,	PUNCT
esutjss-285	588	6	1	1	NUM
esutjss-285	588	7	,	,	PUNCT
esutjss-285	588	8	14	14	NUM
esutjss-285	588	9	-	-	SYM
esutjss-285	588	10	18	18	NUM
esutjss-285	588	11	.	.	PUNCT
esutjss-285	588	12	konlan	konlan	PROPN
esutjss-285	588	13	,	,	PUNCT
esutjss-285	588	14	k.	k.	PROPN
esutjss-285	588	15	d.	d.	PROPN
esutjss-285	588	16	,	,	PUNCT
esutjss-285	588	17	doat	doat	PROPN
esutjss-285	588	18	,	,	PUNCT
esutjss-285	588	19	a.	a.	PROPN
esutjss-285	588	20	r.	r.	PROPN
esutjss-285	588	21	,	,	PUNCT
esutjss-285	588	22	mohammed	mohammed	PROPN
esutjss-285	588	23	,	,	PUNCT
esutjss-285	588	24	i.	i.	PROPN
esutjss-285	588	25	,	,	PUNCT
esutjss-285	588	26	amoah	amoah	PROPN
esutjss-285	588	27	,	,	PUNCT
esutjss-285	588	28	r.	r.	PROPN
esutjss-285	588	29	m.	m.	PROPN
esutjss-285	588	30	,	,	PUNCT
esutjss-285	588	31	saah	saah	PROPN
esutjss-285	588	32	,	,	PUNCT
esutjss-285	588	33	j.	j.	PROPN
esutjss-285	588	34	a.	a.	PROPN
esutjss-285	588	35	,	,	PUNCT
esutjss-285	588	36	konlan	konlan	PROPN
esutjss-285	588	37	,	,	PUNCT
esutjss-285	588	38	k.	k.	PROPN
esutjss-285	588	39	d.	d.	PROPN
esutjss-285	588	40	,	,	PUNCT
esutjss-285	588	41	&	&	CCONJ
esutjss-285	588	42	abdulai	abdulai	PROPN
esutjss-285	588	43	,	,	PUNCT
esutjss-285	588	44	j.	j.	PROPN
esutjss-285	588	45	a.	a.	PROPN
esutjss-285	588	46	(	(	PUNCT
esutjss-285	588	47	2020	2020	NUM
esutjss-285	588	48	)	)	PUNCT
esutjss-285	588	49	.	.	PUNCT
esutjss-285	589	1	prevalence	prevalence	NOUN
esutjss-285	589	2	and	and	CCONJ
esutjss-285	589	3	pattern	pattern	NOUN
esutjss-285	589	4	of	of	ADP
esutjss-285	589	5	road	road	NOUN
esutjss-285	589	6	traffic	traffic	NOUN
esutjss-285	589	7	accidents	accident	NOUN
esutjss-285	589	8	among	among	ADP
esutjss-285	589	9	commercial	commercial	ADJ
esutjss-285	589	10	motorcyclists	motorcyclist	NOUN
esutjss-285	589	11	in	in	ADP
esutjss-285	589	12	the	the	DET
esutjss-285	589	13	central	central	ADJ
esutjss-285	589	14	tongu	tongu	NOUN
esutjss-285	589	15	district	district	PROPN
esutjss-285	589	16	,	,	PUNCT
esutjss-285	589	17	ghana	ghana	PROPN
esutjss-285	589	18	.	.	PUNCT
esutjss-285	590	1	the	the	DET
esutjss-285	590	2	scientific	scientific	ADJ
esutjss-285	590	3	world	world	NOUN
esutjss-285	590	4	journal	journal	NOUN
esutjss-285	590	5	,	,	PUNCT
esutjss-285	590	6	2020(1	2020(1	NUM
esutjss-285	590	7	)	)	PUNCT
esutjss-285	590	8	,	,	PUNCT
esutjss-285	590	9	9493718	9493718	NUM
esutjss-285	590	10	.	.	PUNCT
esutjss-285	591	1	maduekwe	maduekwe	ADJ
esutjss-285	591	2	,	,	PUNCT
esutjss-285	591	3	m.	m.	NOUN
esutjss-285	591	4	,	,	PUNCT
esutjss-285	591	5	akpan	akpan	PROPN
esutjss-285	591	6	,	,	PUNCT
esutjss-285	591	7	u.	u.	PROPN
esutjss-285	591	8	,	,	PUNCT
esutjss-285	591	9	&	&	CCONJ
esutjss-285	591	10	isihak	isihak	PROPN
esutjss-285	591	11	,	,	PUNCT
esutjss-285	591	12	s.	s.	PROPN
esutjss-285	591	13	(	(	PUNCT
esutjss-285	591	14	2020	2020	NUM
esutjss-285	591	15	)	)	PUNCT
esutjss-285	591	16	.	.	PUNCT
esutjss-285	592	1	road	road	NOUN
esutjss-285	592	2	transport	transport	NOUN
esutjss-285	592	3	energy	energy	NOUN
esutjss-285	592	4	consumption	consumption	NOUN
esutjss-285	592	5	and	and	CCONJ
esutjss-285	592	6	vehicular	vehicular	ADJ
esutjss-285	592	7	emissions	emission	NOUN
esutjss-285	592	8	in	in	ADP
esutjss-285	592	9	lagos	lago	NOUN
esutjss-285	592	10	,	,	PUNCT
esutjss-285	592	11	nigeria	nigeria	PRON
esutjss-285	592	12	:	:	PUNCT
esutjss-285	592	13	an	an	DET
esutjss-285	592	14	application	application	NOUN
esutjss-285	592	15	of	of	ADP
esutjss-285	592	16	the	the	DET
esutjss-285	592	17	leap	leap	PROPN
esutjss-285	592	18	model	model	NOUN
esutjss-285	592	19	.	.	PUNCT
esutjss-285	593	1	transportation	transportation	NOUN
esutjss-285	593	2	research	research	NOUN
esutjss-285	593	3	interdisciplinary	interdisciplinary	ADJ
esutjss-285	593	4	perspectives	perspective	NOUN
esutjss-285	593	5	,	,	PUNCT
esutjss-285	593	6	6	6	NUM
esutjss-285	593	7	,	,	PUNCT
esutjss-285	593	8	100172	100172	NUM
esutjss-285	593	9	.	.	PUNCT
esutjss-285	594	1	mahmud	mahmud	PROPN
esutjss-285	594	2	,	,	PUNCT
esutjss-285	594	3	a.	a.	NOUN
esutjss-285	594	4	t.	t.	PROPN
esutjss-285	594	5	,	,	PUNCT
esutjss-285	594	6	ogunlana	ogunlana	PROPN
esutjss-285	594	7	,	,	PUNCT
esutjss-285	594	8	s.	s.	PROPN
esutjss-285	594	9	o.	o.	PROPN
esutjss-285	594	10	,	,	PUNCT
esutjss-285	594	11	&	&	CCONJ
esutjss-285	594	12	hong	hong	PROPN
esutjss-285	594	13	,	,	PUNCT
esutjss-285	594	14	w.	w.	PROPN
esutjss-285	594	15	t.	t.	PROPN
esutjss-285	594	16	(	(	PUNCT
esutjss-285	594	17	2021	2021	NUM
esutjss-285	594	18	)	)	PUNCT
esutjss-285	594	19	.	.	PUNCT
esutjss-285	595	1	key	key	ADJ
esutjss-285	595	2	driving	driving	NOUN
esutjss-285	595	3	factors	factor	NOUN
esutjss-285	595	4	of	of	ADP
esutjss-285	595	5	cost	cost	NOUN
esutjss-285	595	6	overrun	overrun	NOUN
esutjss-285	595	7	in	in	ADP
esutjss-285	595	8	highway	highway	NOUN
esutjss-285	595	9	infrastructure	infrastructure	NOUN
esutjss-285	595	10	projects	project	NOUN
esutjss-285	595	11	in	in	ADP
esutjss-285	595	12	nigeria	nigeria	PROPN
esutjss-285	595	13	:	:	PUNCT
esutjss-285	595	14	a	a	DET
esutjss-285	595	15	context	context	NOUN
esutjss-285	595	16	-	-	PUNCT
esutjss-285	595	17	based	base	VERB
esutjss-285	595	18	perspective	perspective	NOUN
esutjss-285	595	19	.	.	PUNCT
esutjss-285	596	1	journal	journal	PROPN
esutjss-285	596	2	of	of	ADP
esutjss-285	596	3	engineering	engineering	NOUN
esutjss-285	596	4	,	,	PUNCT
esutjss-285	596	5	design	design	NOUN
esutjss-285	596	6	and	and	CCONJ
esutjss-285	596	7	technology	technology	NOUN
esutjss-285	596	8	,	,	PUNCT
esutjss-285	596	9	19(6	19(6	NUM
esutjss-285	596	10	)	)	PUNCT
esutjss-285	596	11	,	,	PUNCT
esutjss-285	596	12	1530	1530	NUM
esutjss-285	596	13	-	-	SYM
esutjss-285	596	14	1555	1555	NUM
esutjss-285	596	15	.	.	PUNCT
esutjss-285	597	1	martinez	martinez	PROPN
esutjss-285	597	2	,	,	PUNCT
esutjss-285	597	3	s.	s.	PROPN
esutjss-285	597	4	,	,	PUNCT
esutjss-285	597	5	sanchez	sanchez	PROPN
esutjss-285	597	6	,	,	PUNCT
esutjss-285	597	7	r.	r.	PROPN
esutjss-285	597	8	,	,	PUNCT
esutjss-285	597	9	&	&	CCONJ
esutjss-285	597	10	yanez	yanez	PROPN
esutjss-285	597	11	-	-	PUNCT
esutjss-285	597	12	pagans	pagans	PROPN
esutjss-285	597	13	,	,	PUNCT
esutjss-285	597	14	p.	p.	NOUN
esutjss-285	597	15	(	(	PUNCT
esutjss-285	597	16	2019	2019	NUM
esutjss-285	597	17	)	)	PUNCT
esutjss-285	597	18	.	.	PUNCT
esutjss-285	598	1	road	road	NOUN
esutjss-285	598	2	safety	safety	NOUN
esutjss-285	598	3	:	:	PUNCT
esutjss-285	598	4	challenges	challenge	NOUN
esutjss-285	598	5	and	and	CCONJ
esutjss-285	598	6	opportunities	opportunity	NOUN
esutjss-285	598	7	in	in	ADP
esutjss-285	598	8	latin	latin	PROPN
esutjss-285	598	9	america	america	PROPN
esutjss-285	598	10	and	and	CCONJ
esutjss-285	598	11	the	the	DET
esutjss-285	598	12	caribbean	caribbean	PROPN
esutjss-285	598	13	.	.	PUNCT
esutjss-285	599	1	latin	latin	PROPN
esutjss-285	599	2	american	american	PROPN
esutjss-285	599	3	economic	economic	PROPN
esutjss-285	599	4	review	review	PROPN
esutjss-285	599	5	,	,	PUNCT
esutjss-285	599	6	28(1	28(1	NOUN
esutjss-285	599	7	)	)	PUNCT
esutjss-285	599	8	,	,	PUNCT
esutjss-285	599	9	17	17	NUM
esutjss-285	599	10	.	.	PUNCT
esutjss-285	600	1	mogaji	mogaji	PROPN
esutjss-285	600	2	,	,	PUNCT
esutjss-285	600	3	e.	e.	PROPN
esutjss-285	600	4	(	(	PUNCT
esutjss-285	600	5	2022	2022	NUM
esutjss-285	600	6	)	)	PUNCT
esutjss-285	600	7	.	.	PUNCT
esutjss-285	601	1	cycling	cycling	NOUN
esutjss-285	601	2	in	in	ADP
esutjss-285	601	3	lagos	lago	NOUN
esutjss-285	601	4	:	:	PUNCT
esutjss-285	601	5	the	the	DET
esutjss-285	601	6	challenges	challenge	NOUN
esutjss-285	601	7	,	,	PUNCT
esutjss-285	601	8	opportunities	opportunity	NOUN
esutjss-285	601	9	,	,	PUNCT
esutjss-285	601	10	and	and	CCONJ
esutjss-285	601	11	prospects	prospect	NOUN
esutjss-285	601	12	.	.	PUNCT
esutjss-285	602	1	transportation	transportation	NOUN
esutjss-285	602	2	research	research	NOUN
esutjss-285	602	3	interdisciplinary	interdisciplinary	ADJ
esutjss-285	602	4	perspectives	perspective	NOUN
esutjss-285	602	5	,	,	PUNCT
esutjss-285	602	6	14	14	NUM
esutjss-285	602	7	,	,	PUNCT
esutjss-285	602	8	100608	100608	NUM
esutjss-285	602	9	.	.	PUNCT
esutjss-285	603	1	mogaji	mogaji	PROPN
esutjss-285	603	2	,	,	PUNCT
esutjss-285	603	3	e.	e.	PROPN
esutjss-285	603	4	,	,	PUNCT
esutjss-285	603	5	&	&	CCONJ
esutjss-285	603	6	nguyen	nguyen	PROPN
esutjss-285	603	7	,	,	PUNCT
esutjss-285	603	8	n.	n.	PROPN
esutjss-285	603	9	p.	p.	PROPN
esutjss-285	603	10	(	(	PUNCT
esutjss-285	603	11	2021	2021	NUM
esutjss-285	603	12	)	)	PUNCT
esutjss-285	603	13	.	.	PUNCT
esutjss-285	604	1	transportation	transportation	NOUN
esutjss-285	604	2	satisfaction	satisfaction	NOUN
esutjss-285	604	3	of	of	ADP
esutjss-285	604	4	disabled	disabled	ADJ
esutjss-285	604	5	passengers	passenger	NOUN
esutjss-285	604	6	:	:	PUNCT
esutjss-285	604	7	evidence	evidence	NOUN
esutjss-285	604	8	from	from	ADP
esutjss-285	604	9	a	a	DET
esutjss-285	604	10	developing	develop	VERB
esutjss-285	604	11	country	country	NOUN
esutjss-285	604	12	.	.	PUNCT
esutjss-285	605	1	transportation	transportation	NOUN
esutjss-285	605	2	research	research	NOUN
esutjss-285	605	3	part	part	NOUN
esutjss-285	605	4	d	d	NOUN
esutjss-285	605	5	:	:	PUNCT
esutjss-285	605	6	transport	transport	NOUN
esutjss-285	605	7	and	and	CCONJ
esutjss-285	605	8	environment	environment	NOUN
esutjss-285	605	9	,	,	PUNCT
esutjss-285	605	10	98	98	NUM
esutjss-285	605	11	,	,	PUNCT
esutjss-285	605	12	102982	102982	NUM
esutjss-285	605	13	.	.	PUNCT
esutjss-285	606	1	mogaji	mogaji	PROPN
esutjss-285	606	2	,	,	PUNCT
esutjss-285	606	3	e.	e.	PROPN
esutjss-285	606	4	,	,	PUNCT
esutjss-285	606	5	bosah	bosah	PROPN
esutjss-285	606	6	,	,	PUNCT
esutjss-285	606	7	g.	g.	PROPN
esutjss-285	606	8	,	,	PUNCT
esutjss-285	606	9	&	&	CCONJ
esutjss-285	606	10	nguyen	nguyen	PROPN
esutjss-285	606	11	,	,	PUNCT
esutjss-285	606	12	n.	n.	PROPN
esutjss-285	606	13	p.	p.	PROPN
esutjss-285	606	14	(	(	PUNCT
esutjss-285	606	15	2023	2023	NUM
esutjss-285	606	16	)	)	PUNCT
esutjss-285	606	17	.	.	PUNCT
esutjss-285	607	1	transport	transport	NOUN
esutjss-285	607	2	and	and	CCONJ
esutjss-285	607	3	mobility	mobility	NOUN
esutjss-285	607	4	decisions	decision	NOUN
esutjss-285	607	5	of	of	ADP
esutjss-285	607	6	consumers	consumer	NOUN
esutjss-285	607	7	with	with	ADP
esutjss-285	607	8	disabilities	disability	NOUN
esutjss-285	607	9	.	.	PUNCT
esutjss-285	608	1	journal	journal	PROPN
esutjss-285	608	2	of	of	ADP
esutjss-285	608	3	consumer	consumer	NOUN
esutjss-285	608	4	behaviour	behaviour	NOUN
esutjss-285	608	5	,	,	PUNCT
esutjss-285	608	6	22(2	22(2	NUM
esutjss-285	608	7	)	)	PUNCT
esutjss-285	608	8	,	,	PUNCT
esutjss-285	608	9	422	422	NUM
esutjss-285	608	10	-	-	SYM
esutjss-285	608	11	438	438	NUM
esutjss-285	608	12	.	.	PUNCT
esutjss-285	609	1	mohammed	mohammed	PROPN
esutjss-285	609	2	,	,	PUNCT
esutjss-285	609	3	a.	a.	NOUN
esutjss-285	609	4	a.	a.	PROPN
esutjss-285	609	5	,	,	PUNCT
esutjss-285	609	6	ambak	ambak	PROPN
esutjss-285	609	7	,	,	PUNCT
esutjss-285	609	8	k.	k.	PROPN
esutjss-285	609	9	,	,	PUNCT
esutjss-285	609	10	mosa	mosa	PROPN
esutjss-285	609	11	,	,	PUNCT
esutjss-285	609	12	a.	a.	NOUN
esutjss-285	609	13	m.	m.	NOUN
esutjss-285	609	14	,	,	PUNCT
esutjss-285	609	15	&	&	CCONJ
esutjss-285	609	16	syamsunur	syamsunur	PROPN
esutjss-285	609	17	,	,	PUNCT
esutjss-285	609	18	d.	d.	PROPN
esutjss-285	609	19	(	(	PUNCT
esutjss-285	609	20	2019	2019	NUM
esutjss-285	609	21	)	)	PUNCT
esutjss-285	609	22	.	.	PUNCT
esutjss-285	610	1	a	a	DET
esutjss-285	610	2	review	review	NOUN
esutjss-285	610	3	of	of	ADP
esutjss-285	610	4	traffic	traffic	NOUN
esutjss-285	610	5	accidents	accident	NOUN
esutjss-285	610	6	and	and	CCONJ
esutjss-285	610	7	related	related	ADJ
esutjss-285	610	8	practices	practice	NOUN
esutjss-285	610	9	worldwide	worldwide	ADV
esutjss-285	610	10	.	.	PUNCT
esutjss-285	611	1	the	the	DET
esutjss-285	611	2	open	open	ADJ
esutjss-285	611	3	transportation	transportation	NOUN
esutjss-285	611	4	journal	journal	NOUN
esutjss-285	611	5	,	,	PUNCT
esutjss-285	611	6	13(1	13(1	NUM
esutjss-285	611	7	)	)	PUNCT
esutjss-285	611	8	.	.	PUNCT
esutjss-285	612	1	nem	nem	PROPN
esutjss-285	612	2	insurance	insurance	PROPN
esutjss-285	612	3	plc	plc	PROPN
esutjss-285	612	4	.	.	PUNCT
esutjss-285	613	1	(	(	PUNCT
esutjss-285	613	2	2018	2018	NUM
esutjss-285	613	3	,	,	PUNCT
esutjss-285	613	4	june	june	PROPN
esutjss-285	613	5	13	13	NUM
esutjss-285	613	6	)	)	PUNCT
esutjss-285	613	7	.	.	PUNCT
esutjss-285	614	1	adequate	adequate	ADJ
esutjss-285	614	2	infrastructure	infrastructure	NOUN
esutjss-285	614	3	critical	critical	ADJ
esutjss-285	614	4	to	to	ADP
esutjss-285	614	5	insurance	insurance	NOUN
esutjss-285	614	6	growth	growth	NOUN
esutjss-285	614	7	,	,	PUNCT
esutjss-285	614	8	nem	nem	PROPN
esutjss-285	614	9	ceo	ceo	PROPN
esutjss-285	614	10	.	.	PROPN
esutjss-285	615	1	vanguard	vanguard	PROPN
esutjss-285	615	2	news	news	PROPN
esutjss-285	615	3	.	.	PUNCT
esutjss-285	616	1	noah	noah	PROPN
esutjss-285	616	2	,	,	PUNCT
esutjss-285	616	3	a.	a.	PROPN
esutjss-285	616	4	(	(	PUNCT
esutjss-285	616	5	2025	2025	NUM
esutjss-285	616	6	)	)	PUNCT
esutjss-285	616	7	.	.	PUNCT
esutjss-285	617	1	operational	operational	ADJ
esutjss-285	617	2	risk	risk	NOUN
esutjss-285	617	3	and	and	CCONJ
esutjss-285	617	4	its	its	PRON
esutjss-285	617	5	influence	influence	NOUN
esutjss-285	617	6	on	on	ADP
esutjss-285	617	7	passenger	passenger	NOUN
esutjss-285	617	8	satisfaction	satisfaction	NOUN
esutjss-285	617	9	in	in	ADP
esutjss-285	617	10	airport	airport	NOUN
esutjss-285	617	11	services	service	NOUN
esutjss-285	617	12	.	.	PUNCT
esutjss-285	618	1	ege	ege	PROPN
esutjss-285	618	2	üniversitesi	üniversitesi	PROPN
esutjss-285	618	3	ulaştırma	ulaştırma	PROPN
esutjss-285	618	4	yönetimi	yönetimi	PROPN
esutjss-285	618	5	araştırmaları	araştırmaları	PROPN
esutjss-285	618	6	dergisi	dergisi	PROPN
esutjss-285	618	7	,	,	PUNCT
esutjss-285	618	8	2(1	2(1	NUM
esutjss-285	618	9	)	)	PUNCT
esutjss-285	618	10	,	,	PUNCT
esutjss-285	618	11	1	1	NUM
esutjss-285	618	12	-	-	SYM
esutjss-285	618	13	29	29	NUM
esutjss-285	618	14	.	.	PUNCT
esutjss-285	619	1	noland	noland	PROPN
esutjss-285	619	2	,	,	PUNCT
esutjss-285	619	3	r.	r.	PROPN
esutjss-285	619	4	b.	b.	PROPN
esutjss-285	619	5	(	(	PUNCT
esutjss-285	619	6	2003	2003	NUM
esutjss-285	619	7	)	)	PUNCT
esutjss-285	619	8	.	.	PUNCT
esutjss-285	620	1	traffic	traffic	NOUN
esutjss-285	620	2	fatalities	fatality	NOUN
esutjss-285	620	3	and	and	CCONJ
esutjss-285	620	4	injuries	injury	NOUN
esutjss-285	620	5	:	:	PUNCT
esutjss-285	620	6	the	the	DET
esutjss-285	620	7	effect	effect	NOUN
esutjss-285	620	8	of	of	ADP
esutjss-285	620	9	changes	change	NOUN
esutjss-285	620	10	in	in	ADP
esutjss-285	620	11	infrastructure	infrastructure	NOUN
esutjss-285	620	12	and	and	CCONJ
esutjss-285	620	13	other	other	ADJ
esutjss-285	620	14	trends	trend	NOUN
esutjss-285	620	15	.	.	PUNCT
esutjss-285	621	1	accident	accident	NOUN
esutjss-285	621	2	analysis	analysis	NOUN
esutjss-285	621	3	&	&	CCONJ
esutjss-285	621	4	prevention	prevention	NOUN
esutjss-285	621	5	,	,	PUNCT
esutjss-285	621	6	35(4	35(4	NUM
esutjss-285	621	7	)	)	PUNCT
esutjss-285	621	8	,	,	PUNCT
esutjss-285	621	9	599	599	NUM
esutjss-285	621	10	-	-	SYM
esutjss-285	621	11	611	611	NUM
esutjss-285	621	12	.	.	PUNCT
esutjss-285	622	1	odusola	odusola	PROPN
esutjss-285	622	2	,	,	PUNCT
esutjss-285	622	3	a.	a.	NOUN
esutjss-285	622	4	o.	o.	PROPN
esutjss-285	622	5	,	,	PUNCT
esutjss-285	622	6	jeong	jeong	PROPN
esutjss-285	622	7	,	,	PUNCT
esutjss-285	622	8	d.	d.	PROPN
esutjss-285	622	9	,	,	PUNCT
esutjss-285	622	10	malolan	malolan	PROPN
esutjss-285	622	11	,	,	PUNCT
esutjss-285	622	12	c.	c.	PROPN
esutjss-285	622	13	,	,	PUNCT
esutjss-285	622	14	kim	kim	PROPN
esutjss-285	622	15	,	,	PUNCT
esutjss-285	622	16	d.	d.	PROPN
esutjss-285	622	17	,	,	PUNCT
esutjss-285	622	18	venkatraman	venkatraman	NOUN
esutjss-285	622	19	,	,	PUNCT
esutjss-285	622	20	c.	c.	PROPN
esutjss-285	622	21	,	,	PUNCT
esutjss-285	622	22	kola	kola	PROPN
esutjss-285	622	23	-	-	PUNCT
esutjss-285	622	24	korolo	korolo	PROPN
esutjss-285	622	25	,	,	PUNCT
esutjss-285	622	26	o.	o.	PROPN
esutjss-285	622	27	,	,	PUNCT
esutjss-285	622	28	...	...	PUNCT
esutjss-285	622	29	&	&	CCONJ
esutjss-285	622	30	nwariaku	nwariaku	PROPN
esutjss-285	622	31	,	,	PUNCT
esutjss-285	622	32	f.	f.	PROPN
esutjss-285	622	33	e.	e.	PROPN
esutjss-285	622	34	(	(	PUNCT
esutjss-285	622	35	2023	2023	NUM
esutjss-285	622	36	)	)	PUNCT
esutjss-285	622	37	.	.	PUNCT
esutjss-285	623	1	spatial	spatial	ADJ
esutjss-285	623	2	and	and	CCONJ
esutjss-285	623	3	temporal	temporal	ADJ
esutjss-285	623	4	analysis	analysis	NOUN
esutjss-285	623	5	of	of	ADP
esutjss-285	623	6	road	road	NOUN
esutjss-285	623	7	traffic	traffic	NOUN
esutjss-285	623	8	crashes	crash	NOUN
esutjss-285	623	9	and	and	CCONJ
esutjss-285	623	10	ambulance	ambulance	NOUN
esutjss-285	623	11	responses	response	NOUN
esutjss-285	623	12	in	in	ADP
esutjss-285	623	13	lagos	lagos	NOUN
esutjss-285	623	14	state	state	NOUN
esutjss-285	623	15	,	,	PUNCT
esutjss-285	623	16	nigeria	nigeria	PROPN
esutjss-285	623	17	.	.	PUNCT
esutjss-285	624	1	bmc	bmc	VERB
esutjss-285	624	2	public	public	ADJ
esutjss-285	624	3	health	health	NOUN
esutjss-285	624	4	,	,	PUNCT
esutjss-285	624	5	23(1	23(1	NOUN
esutjss-285	624	6	)	)	PUNCT
esutjss-285	624	7	,	,	PUNCT
esutjss-285	624	8	2273	2273	NUM
esutjss-285	624	9	.	.	PUNCT
esutjss-285	625	1	onatola	onatola	PROPN
esutjss-285	625	2	,	,	PUNCT
esutjss-285	625	3	s.	s.	PROPN
esutjss-285	625	4	a.	a.	PROPN
esutjss-285	625	5	(	(	PUNCT
esutjss-285	625	6	n.d	n.d	PROPN
esutjss-285	625	7	.	.	PROPN
esutjss-285	625	8	)	)	PUNCT
esutjss-285	625	9	.	.	PUNCT
esutjss-285	626	1	otor	otor	NOUN
esutjss-285	626	2	vehicle	vehicle	NOUN
esutjss-285	626	3	(	(	PUNCT
esutjss-285	626	4	third	third	ADJ
esutjss-285	626	5	party	party	NOUN
esutjss-285	626	6	)	)	PUNCT
esutjss-285	626	7	insurance	insurance	NOUN
esutjss-285	626	8	regulation	regulation	NOUN
esutjss-285	626	9	and	and	CCONJ
esutjss-285	626	10	road	road	NOUN
esutjss-285	626	11	traffic	traffic	NOUN
esutjss-285	626	12	liability	liability	NOUN
esutjss-285	626	13	risk	risk	NOUN
esutjss-285	626	14	management	management	NOUN
esutjss-285	626	15	in	in	ADP
esutjss-285	626	16	nigeria	nigeria	PROPN
esutjss-285	626	17	.	.	PUNCT
esutjss-285	627	1	revolution	revolution	NOUN
esutjss-285	627	2	,	,	PUNCT
esutjss-285	627	3	8(2	8(2	NUM
esutjss-285	627	4	)	)	PUNCT
esutjss-285	627	5	.	.	PUNCT
esutjss-285	628	1	256	256	NUM
esutjss-285	628	2	onokala	onokala	NOUN
esutjss-285	628	3	,	,	PUNCT
esutjss-285	628	4	p.	p.	PROPN
esutjss-285	628	5	c.	c.	PROPN
esutjss-285	628	6	,	,	PUNCT
esutjss-285	628	7	&	&	CCONJ
esutjss-285	628	8	olajide	olajide	PROPN
esutjss-285	628	9	,	,	PUNCT
esutjss-285	628	10	c.	c.	PROPN
esutjss-285	628	11	j.	j.	PROPN
esutjss-285	628	12	(	(	PUNCT
esutjss-285	628	13	2020	2020	NUM
esutjss-285	628	14	)	)	PUNCT
esutjss-285	628	15	.	.	PUNCT
esutjss-285	629	1	problems	problem	NOUN
esutjss-285	629	2	and	and	CCONJ
esutjss-285	629	3	challenges	challenge	NOUN
esutjss-285	629	4	facing	face	VERB
esutjss-285	629	5	the	the	DET
esutjss-285	629	6	nigerian	nigerian	ADJ
esutjss-285	629	7	transportation	transportation	NOUN
esutjss-285	629	8	system	system	NOUN
esutjss-285	629	9	which	which	PRON
esutjss-285	629	10	affect	affect	VERB
esutjss-285	629	11	their	their	PRON
esutjss-285	629	12	contribution	contribution	NOUN
esutjss-285	629	13	to	to	ADP
esutjss-285	629	14	the	the	DET
esutjss-285	629	15	economic	economic	ADJ
esutjss-285	629	16	development	development	NOUN
esutjss-285	629	17	of	of	ADP
esutjss-285	629	18	the	the	DET
esutjss-285	629	19	country	country	NOUN
esutjss-285	629	20	in	in	ADP
esutjss-285	629	21	the	the	DET
esutjss-285	629	22	21st	21st	ADJ
esutjss-285	629	23	century	century	NOUN
esutjss-285	629	24	.	.	PUNCT
esutjss-285	630	1	transportation	transportation	NOUN
esutjss-285	630	2	research	research	NOUN
esutjss-285	630	3	procedia	procedia	NOUN
esutjss-285	630	4	,	,	PUNCT
esutjss-285	630	5	48	48	NUM
esutjss-285	630	6	,	,	PUNCT
esutjss-285	630	7	2945	2945	NUM
esutjss-285	630	8	-	-	SYM
esutjss-285	630	9	2962	2962	NUM
esutjss-285	630	10	.	.	PUNCT
esutjss-285	631	1	onyejekwe	onyejekwe	ADJ
esutjss-285	631	2	,	,	PUNCT
esutjss-285	631	3	s.	s.	PROPN
esutjss-285	631	4	,	,	PUNCT
esutjss-285	631	5	abdulazzez	abdulazzez	PROPN
esutjss-285	631	6	,	,	PUNCT
esutjss-285	631	7	r.	r.	PROPN
esutjss-285	631	8	,	,	PUNCT
esutjss-285	631	9	rabiu	rabiu	NOUN
esutjss-285	631	10	,	,	PUNCT
esutjss-285	631	11	n.	n.	NOUN
esutjss-285	631	12	,	,	PUNCT
esutjss-285	631	13	hammed	ham	VERB
esutjss-285	631	14	,	,	PUNCT
esutjss-285	631	15	a.	a.	NOUN
esutjss-285	631	16	,	,	PUNCT
esutjss-285	631	17	&	&	CCONJ
esutjss-285	631	18	osunlalu	osunlalu	NOUN
esutjss-285	631	19	,	,	PUNCT
esutjss-285	631	20	o.	o.	NOUN
esutjss-285	632	1	some	some	DET
esutjss-285	632	2	common	common	ADJ
esutjss-285	632	3	infrastructure	infrastructure	NOUN
esutjss-285	632	4	-	-	PUNCT
esutjss-285	632	5	related	relate	VERB
esutjss-285	632	6	safety	safety	NOUN
esutjss-285	632	7	deficiencies	deficiency	NOUN
esutjss-285	632	8	on	on	ADP
esutjss-285	632	9	nigerian	nigerian	ADJ
esutjss-285	632	10	roads	road	NOUN
esutjss-285	632	11	.	.	PUNCT
esutjss-285	633	1	outay	outay	PROPN
esutjss-285	633	2	,	,	PUNCT
esutjss-285	633	3	f.	f.	PROPN
esutjss-285	633	4	,	,	PUNCT
esutjss-285	633	5	mengash	mengash	PROPN
esutjss-285	633	6	,	,	PUNCT
esutjss-285	633	7	h.	h.	PROPN
esutjss-285	633	8	a.	a.	PROPN
esutjss-285	633	9	,	,	PUNCT
esutjss-285	633	10	&	&	CCONJ
esutjss-285	633	11	adnan	adnan	PROPN
esutjss-285	633	12	,	,	PUNCT
esutjss-285	633	13	m.	m.	NOUN
esutjss-285	633	14	(	(	PUNCT
esutjss-285	633	15	2020	2020	NUM
esutjss-285	633	16	)	)	PUNCT
esutjss-285	633	17	.	.	PUNCT
esutjss-285	634	1	applications	application	NOUN
esutjss-285	634	2	of	of	ADP
esutjss-285	634	3	unmanned	unmanned	ADJ
esutjss-285	634	4	aerial	aerial	ADJ
esutjss-285	634	5	vehicle	vehicle	NOUN
esutjss-285	634	6	(	(	PUNCT
esutjss-285	634	7	uav	uav	PROPN
esutjss-285	634	8	)	)	PUNCT
esutjss-285	634	9	in	in	ADP
esutjss-285	634	10	road	road	NOUN
esutjss-285	634	11	safety	safety	NOUN
esutjss-285	634	12	,	,	PUNCT
esutjss-285	634	13	traffic	traffic	NOUN
esutjss-285	634	14	and	and	CCONJ
esutjss-285	634	15	highway	highway	NOUN
esutjss-285	634	16	infrastructure	infrastructure	NOUN
esutjss-285	634	17	management	management	NOUN
esutjss-285	634	18	:	:	PUNCT
esutjss-285	634	19	recent	recent	ADJ
esutjss-285	634	20	advances	advance	NOUN
esutjss-285	634	21	and	and	CCONJ
esutjss-285	634	22	challenges	challenge	NOUN
esutjss-285	634	23	.	.	PUNCT
esutjss-285	635	1	transportation	transportation	NOUN
esutjss-285	635	2	research	research	NOUN
esutjss-285	635	3	part	part	NOUN
esutjss-285	635	4	a	a	DET
esutjss-285	635	5	:	:	PUNCT
esutjss-285	635	6	policy	policy	NOUN
esutjss-285	635	7	and	and	CCONJ
esutjss-285	635	8	practice	practice	NOUN
esutjss-285	635	9	,	,	PUNCT
esutjss-285	635	10	141	141	NUM
esutjss-285	635	11	,	,	PUNCT
esutjss-285	635	12	116	116	NUM
esutjss-285	635	13	-	-	SYM
esutjss-285	635	14	129	129	NUM
esutjss-285	635	15	.	.	PUNCT
esutjss-285	636	1	papadimitriou	papadimitriou	PROPN
esutjss-285	636	2	,	,	PUNCT
esutjss-285	636	3	e.	e.	PROPN
esutjss-285	636	4	,	,	PUNCT
esutjss-285	636	5	filtness	filtness	PROPN
esutjss-285	636	6	,	,	PUNCT
esutjss-285	636	7	a.	a.	NOUN
esutjss-285	636	8	,	,	PUNCT
esutjss-285	636	9	theofilatos	theofilatos	PROPN
esutjss-285	636	10	,	,	PUNCT
esutjss-285	636	11	a.	a.	NOUN
esutjss-285	636	12	,	,	PUNCT
esutjss-285	636	13	ziakopoulos	ziakopoulo	NOUN
esutjss-285	636	14	,	,	PUNCT
esutjss-285	636	15	a.	a.	PROPN
esutjss-285	636	16	,	,	PUNCT
esutjss-285	636	17	quigley	quigley	PROPN
esutjss-285	636	18	,	,	PUNCT
esutjss-285	636	19	c.	c.	PROPN
esutjss-285	636	20	,	,	PUNCT
esutjss-285	636	21	&	&	CCONJ
esutjss-285	636	22	yannis	yannis	PROPN
esutjss-285	636	23	,	,	PUNCT
esutjss-285	636	24	g.	g.	PROPN
esutjss-285	636	25	(	(	PUNCT
esutjss-285	636	26	2019	2019	NUM
esutjss-285	636	27	)	)	PUNCT
esutjss-285	636	28	.	.	PUNCT
esutjss-285	637	1	review	review	NOUN
esutjss-285	637	2	and	and	CCONJ
esutjss-285	637	3	ranking	ranking	NOUN
esutjss-285	637	4	of	of	ADP
esutjss-285	637	5	crash	crash	NOUN
esutjss-285	637	6	risk	risk	NOUN
esutjss-285	637	7	factors	factor	NOUN
esutjss-285	637	8	related	relate	VERB
esutjss-285	637	9	to	to	ADP
esutjss-285	637	10	the	the	DET
esutjss-285	637	11	road	road	NOUN
esutjss-285	637	12	infrastructure	infrastructure	NOUN
esutjss-285	637	13	.	.	PUNCT
esutjss-285	638	1	accident	accident	NOUN
esutjss-285	638	2	analysis	analysis	NOUN
esutjss-285	638	3	&	&	CCONJ
esutjss-285	638	4	prevention	prevention	NOUN
esutjss-285	638	5	,	,	PUNCT
esutjss-285	638	6	125	125	NUM
esutjss-285	638	7	,	,	PUNCT
esutjss-285	638	8	85	85	NUM
esutjss-285	638	9	-	-	SYM
esutjss-285	638	10	97	97	NUM
esutjss-285	638	11	.	.	PUNCT
esutjss-285	639	1	pei	pei	PROPN
esutjss-285	639	2	,	,	PUNCT
esutjss-285	639	3	y.	y.	PROPN
esutjss-285	639	4	,	,	PUNCT
esutjss-285	639	5	wen	wen	PROPN
esutjss-285	639	6	,	,	PUNCT
esutjss-285	639	7	y.	y.	PROPN
esutjss-285	639	8	,	,	PUNCT
esutjss-285	639	9	&	&	CCONJ
esutjss-285	639	10	pan	pan	PROPN
esutjss-285	639	11	,	,	PUNCT
esutjss-285	639	12	s.	s.	PROPN
esutjss-285	639	13	(	(	PUNCT
esutjss-285	639	14	2024	2024	NUM
esutjss-285	639	15	)	)	PUNCT
esutjss-285	639	16	.	.	PUNCT
esutjss-285	640	1	road	road	NOUN
esutjss-285	640	2	traffic	traffic	NOUN
esutjss-285	640	3	accident	accident	NOUN
esutjss-285	640	4	risk	risk	NOUN
esutjss-285	640	5	prediction	prediction	NOUN
esutjss-285	640	6	and	and	CCONJ
esutjss-285	640	7	key	key	ADJ
esutjss-285	640	8	factor	factor	NOUN
esutjss-285	640	9	identification	identification	NOUN
esutjss-285	640	10	framework	framework	NOUN
esutjss-285	640	11	based	base	VERB
esutjss-285	640	12	on	on	ADP
esutjss-285	640	13	explainable	explainable	ADJ
esutjss-285	640	14	deep	deep	ADJ
esutjss-285	640	15	learning	learning	NOUN
esutjss-285	640	16	.	.	PUNCT
esutjss-285	641	1	ieee	ieee	NOUN
esutjss-285	641	2	access	access	NOUN
esutjss-285	641	3	.	.	PUNCT
esutjss-285	642	1	polus	polus	PROPN
esutjss-285	642	2	,	,	PUNCT
esutjss-285	642	3	a.	a.	NOUN
esutjss-285	642	4	,	,	PUNCT
esutjss-285	642	5	pollatschek	pollatschek	NOUN
esutjss-285	642	6	,	,	PUNCT
esutjss-285	642	7	m.	m.	NOUN
esutjss-285	642	8	a.	a.	PROPN
esutjss-285	642	9	,	,	PUNCT
esutjss-285	642	10	&	&	CCONJ
esutjss-285	642	11	farah	farah	PROPN
esutjss-285	642	12	,	,	PUNCT
esutjss-285	642	13	h.	h.	PROPN
esutjss-285	642	14	(	(	PUNCT
esutjss-285	642	15	2005	2005	NUM
esutjss-285	642	16	)	)	PUNCT
esutjss-285	642	17	.	.	PUNCT
esutjss-285	643	1	impact	impact	NOUN
esutjss-285	643	2	of	of	ADP
esutjss-285	643	3	infrastructure	infrastructure	NOUN
esutjss-285	643	4	characteristics	characteristic	NOUN
esutjss-285	643	5	on	on	ADP
esutjss-285	643	6	road	road	NOUN
esutjss-285	643	7	crashes	crash	NOUN
esutjss-285	643	8	on	on	ADP
esutjss-285	643	9	two	two	NUM
esutjss-285	643	10	-	-	PUNCT
esutjss-285	643	11	lane	lane	NOUN
esutjss-285	643	12	highways	highway	NOUN
esutjss-285	643	13	.	.	PUNCT
esutjss-285	644	1	traffic	traffic	NOUN
esutjss-285	644	2	injury	injury	PROPN
esutjss-285	644	3	prevention	prevention	PROPN
esutjss-285	644	4	,	,	PUNCT
esutjss-285	644	5	6(3	6(3	NUM
esutjss-285	644	6	)	)	PUNCT
esutjss-285	644	7	,	,	PUNCT
esutjss-285	644	8	240	240	NUM
esutjss-285	644	9	-	-	SYM
esutjss-285	644	10	247	247	NUM
esutjss-285	644	11	.	.	PUNCT
esutjss-285	645	1	regan	regan	PROPN
esutjss-285	645	2	,	,	PUNCT
esutjss-285	645	3	l.	l.	PROPN
esutjss-285	645	4	,	,	PUNCT
esutjss-285	645	5	tennyson	tennyson	PROPN
esutjss-285	645	6	,	,	PUNCT
esutjss-285	645	7	s.	s.	PROPN
esutjss-285	645	8	,	,	PUNCT
esutjss-285	645	9	&	&	CCONJ
esutjss-285	645	10	weiss	weiss	PROPN
esutjss-285	645	11	,	,	PUNCT
esutjss-285	645	12	m.	m.	NOUN
esutjss-285	645	13	(	(	PUNCT
esutjss-285	645	14	2008	2008	NUM
esutjss-285	645	15	)	)	PUNCT
esutjss-285	645	16	.	.	PUNCT
esutjss-285	646	1	the	the	DET
esutjss-285	646	2	relationship	relationship	NOUN
esutjss-285	646	3	between	between	ADP
esutjss-285	646	4	auto	auto	NOUN
esutjss-285	646	5	insurance	insurance	NOUN
esutjss-285	646	6	rate	rate	NOUN
esutjss-285	646	7	regulation	regulation	NOUN
esutjss-285	646	8	and	and	CCONJ
esutjss-285	646	9	insured	insure	VERB
esutjss-285	646	10	loss	loss	NOUN
esutjss-285	646	11	costs	cost	NOUN
esutjss-285	646	12	:	:	PUNCT
esutjss-285	646	13	an	an	DET
esutjss-285	646	14	empirical	empirical	ADJ
esutjss-285	646	15	analysis	analysis	NOUN
esutjss-285	646	16	.	.	PUNCT
esutjss-285	647	1	journal	journal	PROPN
esutjss-285	647	2	of	of	ADP
esutjss-285	647	3	insurance	insurance	NOUN
esutjss-285	647	4	regulation	regulation	NOUN
esutjss-285	647	5	,	,	PUNCT
esutjss-285	647	6	27(1	27(1	NUM
esutjss-285	647	7	)	)	PUNCT
esutjss-285	647	8	.	.	PUNCT
esutjss-285	648	1	salisu	salisu	PROPN
esutjss-285	648	2	,	,	PUNCT
esutjss-285	648	3	u.	u.	PROPN
esutjss-285	648	4	o.	o.	PROPN
esutjss-285	648	5	(	(	PUNCT
esutjss-285	648	6	2019	2019	NUM
esutjss-285	648	7	)	)	PUNCT
esutjss-285	648	8	.	.	PUNCT
esutjss-285	649	1	state	state	NOUN
esutjss-285	649	2	of	of	ADP
esutjss-285	649	3	transport	transport	NOUN
esutjss-285	649	4	administrative	administrative	ADJ
esutjss-285	649	5	structure	structure	NOUN
esutjss-285	649	6	in	in	ADP
esutjss-285	649	7	lagos	lagos	PROPN
esutjss-285	649	8	,	,	PUNCT
esutjss-285	649	9	ogun	ogun	NOUN
esutjss-285	649	10	and	and	CCONJ
esutjss-285	649	11	oyo	oyo	NOUN
esutjss-285	649	12	states	state	NOUN
esutjss-285	649	13	,	,	PUNCT
esutjss-285	649	14	nigeria	nigeria	PROPN
esutjss-285	649	15	.	.	PUNCT
esutjss-285	650	1	journal	journal	PROPN
esutjss-285	650	2	of	of	ADP
esutjss-285	650	3	tourism	tourism	NOUN
esutjss-285	650	4	,	,	PUNCT
esutjss-285	650	5	sustainability	sustainability	NOUN
esutjss-285	650	6	and	and	CCONJ
esutjss-285	650	7	well	well	ADV
esutjss-285	650	8	-	-	PUNCT
esutjss-285	650	9	being	being	NOUN
esutjss-285	650	10	,	,	PUNCT
esutjss-285	650	11	7(1	7(1	NUM
esutjss-285	650	12	)	)	PUNCT
esutjss-285	650	13	,	,	PUNCT
esutjss-285	650	14	67	67	NUM
esutjss-285	650	15	-	-	SYM
esutjss-285	650	16	84	84	NUM
esutjss-285	650	17	.	.	PUNCT
esutjss-285	651	1	salisu	salisu	ADJ
esutjss-285	651	2	,	,	PUNCT
esutjss-285	651	3	u.	u.	PROPN
esutjss-285	651	4	o.	o.	PROPN
esutjss-285	651	5	,	,	PUNCT
esutjss-285	651	6	&	&	CCONJ
esutjss-285	651	7	oyesiku	oyesiku	PROPN
esutjss-285	651	8	,	,	PUNCT
esutjss-285	651	9	o.	o.	NOUN
esutjss-285	651	10	o.	o.	PROPN
esutjss-285	651	11	(	(	PUNCT
esutjss-285	651	12	2020	2020	NUM
esutjss-285	651	13	)	)	PUNCT
esutjss-285	651	14	.	.	PUNCT
esutjss-285	652	1	traffic	traffic	NOUN
esutjss-285	652	2	survey	survey	NOUN
esutjss-285	652	3	analysis	analysis	NOUN
esutjss-285	652	4	:	:	PUNCT
esutjss-285	652	5	implications	implication	NOUN
esutjss-285	652	6	for	for	ADP
esutjss-285	652	7	road	road	NOUN
esutjss-285	652	8	transport	transport	NOUN
esutjss-285	652	9	planning	planning	NOUN
esutjss-285	652	10	in	in	ADP
esutjss-285	652	11	nigeria	nigeria	PROPN
esutjss-285	652	12	.	.	PUNCT
esutjss-285	653	1	logi	logi	PROPN
esutjss-285	653	2	:	:	PUNCT
esutjss-285	653	3	scientific	scientific	ADJ
esutjss-285	653	4	journal	journal	NOUN
esutjss-285	653	5	on	on	ADP
esutjss-285	653	6	transport	transport	NOUN
esutjss-285	653	7	and	and	CCONJ
esutjss-285	653	8	logistics	logistic	NOUN
esutjss-285	653	9	,	,	PUNCT
esutjss-285	653	10	11(2	11(2	NUM
esutjss-285	653	11	)	)	PUNCT
esutjss-285	653	12	,	,	PUNCT
esutjss-285	653	13	12	12	NUM
esutjss-285	653	14	-	-	SYM
esutjss-285	653	15	22	22	NUM
esutjss-285	653	16	.	.	PUNCT
esutjss-285	654	1	sbm	sbm	PROPN
esutjss-285	654	2	intelligence	intelligence	PROPN
esutjss-285	654	3	.	.	PUNCT
esutjss-285	655	1	(	(	PUNCT
esutjss-285	655	2	2025	2025	NUM
esutjss-285	655	3	,	,	PUNCT
esutjss-285	655	4	january	january	PROPN
esutjss-285	655	5	9	9	NUM
esutjss-285	655	6	)	)	PUNCT
esutjss-285	655	7	.	.	PUNCT
esutjss-285	656	1	a	a	DET
esutjss-285	656	2	bumpy	bumpy	ADJ
esutjss-285	656	3	ride	ride	NOUN
esutjss-285	656	4	through	through	ADP
esutjss-285	656	5	nigeria	nigeria	PROPN
esutjss-285	656	6	's	's	PART
esutjss-285	656	7	roads	road	NOUN
esutjss-285	656	8	.	.	PUNCT
esutjss-285	657	1	schaafsma	schaafsma	PROPN
esutjss-285	657	2	,	,	PUNCT
esutjss-285	657	3	f.	f.	PROPN
esutjss-285	657	4	,	,	PUNCT
esutjss-285	657	5	de	de	X
esutjss-285	657	6	wolf	wolf	PROPN
esutjss-285	657	7	,	,	PUNCT
esutjss-285	657	8	a.	a.	NOUN
esutjss-285	657	9	,	,	PUNCT
esutjss-285	657	10	kayaian	kayaian	PROPN
esutjss-285	657	11	,	,	PUNCT
esutjss-285	657	12	a.	a.	PROPN
esutjss-285	657	13	,	,	PUNCT
esutjss-285	657	14	&	&	CCONJ
esutjss-285	657	15	cameron	cameron	PROPN
esutjss-285	657	16	,	,	PUNCT
esutjss-285	657	17	i.	i.	PROPN
esutjss-285	657	18	d.	d.	PROPN
esutjss-285	657	19	(	(	PUNCT
esutjss-285	657	20	2012	2012	NUM
esutjss-285	657	21	)	)	PUNCT
esutjss-285	657	22	.	.	PUNCT
esutjss-285	658	1	changing	change	VERB
esutjss-285	658	2	insurance	insurance	NOUN
esutjss-285	658	3	company	company	NOUN
esutjss-285	658	4	claims	claim	VERB
esutjss-285	658	5	handling	handling	NOUN
esutjss-285	658	6	processes	process	NOUN
esutjss-285	658	7	improves	improve	VERB
esutjss-285	658	8	some	some	DET
esutjss-285	658	9	outcomes	outcome	NOUN
esutjss-285	658	10	for	for	ADP
esutjss-285	658	11	people	people	NOUN
esutjss-285	658	12	injured	injure	VERB
esutjss-285	658	13	in	in	ADP
esutjss-285	658	14	road	road	NOUN
esutjss-285	658	15	traffic	traffic	NOUN
esutjss-285	658	16	crashes	crash	NOUN
esutjss-285	658	17	.	.	PUNCT
esutjss-285	659	1	bmc	bmc	ADJ
esutjss-285	659	2	public	public	ADJ
esutjss-285	659	3	health	health	NOUN
esutjss-285	659	4	,	,	PUNCT
esutjss-285	659	5	12	12	NUM
esutjss-285	659	6	,	,	PUNCT
esutjss-285	659	7	1	1	NUM
esutjss-285	659	8	-	-	SYM
esutjss-285	659	9	9	9	NUM
esutjss-285	659	10	.	.	PUNCT
esutjss-285	659	11	tandrayen	tandrayen	PROPN
esutjss-285	659	12	-	-	PUNCT
esutjss-285	659	13	ragoobur	ragoobur	PROPN
esutjss-285	659	14	,	,	PUNCT
esutjss-285	659	15	v.	v.	PROPN
esutjss-285	659	16	(	(	PUNCT
esutjss-285	659	17	2025	2025	NUM
esutjss-285	659	18	)	)	PUNCT
esutjss-285	659	19	.	.	PUNCT
esutjss-285	660	1	the	the	DET
esutjss-285	660	2	economic	economic	ADJ
esutjss-285	660	3	burden	burden	NOUN
esutjss-285	660	4	of	of	ADP
esutjss-285	660	5	road	road	NOUN
esutjss-285	660	6	traffic	traffic	NOUN
esutjss-285	660	7	accidents	accident	NOUN
esutjss-285	660	8	and	and	CCONJ
esutjss-285	660	9	injuries	injury	NOUN
esutjss-285	660	10	:	:	PUNCT
esutjss-285	660	11	a	a	DET
esutjss-285	660	12	small	small	ADJ
esutjss-285	660	13	island	island	NOUN
esutjss-285	660	14	perspective	perspective	NOUN
esutjss-285	660	15	.	.	PUNCT
esutjss-285	661	1	international	international	ADJ
esutjss-285	661	2	journal	journal	PROPN
esutjss-285	661	3	of	of	ADP
esutjss-285	661	4	transportation	transportation	NOUN
esutjss-285	661	5	science	science	NOUN
esutjss-285	661	6	and	and	CCONJ
esutjss-285	661	7	technology	technology	NOUN
esutjss-285	661	8	,	,	PUNCT
esutjss-285	661	9	17	17	NUM
esutjss-285	661	10	,	,	PUNCT
esutjss-285	661	11	109	109	NUM
esutjss-285	661	12	-	-	SYM
esutjss-285	661	13	119	119	NUM
esutjss-285	661	14	.	.	PUNCT
esutjss-285	662	1	uduku	uduku	NOUN
esutjss-285	662	2	,	,	PUNCT
esutjss-285	662	3	o.	o.	PROPN
esutjss-285	662	4	,	,	PUNCT
esutjss-285	662	5	lawanson	lawanson	PROPN
esutjss-285	662	6	,	,	PUNCT
esutjss-285	662	7	t.	t.	PROPN
esutjss-285	662	8	,	,	PUNCT
esutjss-285	662	9	&	&	CCONJ
esutjss-285	662	10	ogodo	ogodo	PROPN
esutjss-285	662	11	,	,	PUNCT
esutjss-285	662	12	o.	o.	NOUN
esutjss-285	662	13	(	(	PUNCT
esutjss-285	662	14	2021	2021	NUM
esutjss-285	662	15	)	)	PUNCT
esutjss-285	662	16	.	.	PUNCT
esutjss-285	663	1	lagos	lago	NOUN
esutjss-285	663	2	:	:	PUNCT
esutjss-285	663	3	city	city	NOUN
esutjss-285	663	4	scoping	scope	VERB
esutjss-285	663	5	study	study	NOUN
esutjss-285	663	6	.	.	PUNCT
esutjss-285	664	1	manchester	manchester	PROPN
esutjss-285	664	2	,	,	PUNCT
esutjss-285	664	3	uk	uk	PROPN
esutjss-285	664	4	:	:	PUNCT
esutjss-285	664	5	african	african	ADJ
esutjss-285	664	6	cities	city	NOUN
esutjss-285	664	7	research	research	PROPN
esutjss-285	664	8	consortium	consortium	PROPN
esutjss-285	664	9	,	,	PUNCT
esutjss-285	664	10	the	the	DET
esutjss-285	664	11	university	university	NOUN
esutjss-285	664	12	of	of	ADP
esutjss-285	664	13	manchester	manchester	PROPN
esutjss-285	664	14	.	.	PUNCT
esutjss-285	664	15	available	available	ADJ
esutjss-285	664	16	at	at	ADP
esutjss-285	664	17	:	:	PUNCT
esutjss-285	664	18	www	www	PROPN
esutjss-285	664	19	.	.	PROPN
esutjss-285	664	20	african	african	PROPN
esutjss-285	664	21	-	-	PUNCT
esutjss-285	664	22	cities	city	NOUN
esutjss-285	664	23	.	.	PUNCT
esutjss-285	665	1	org	org	ADJ
esutjss-285	665	2	,	,	PUNCT
esutjss-285	665	3	7	7	NUM
esutjss-285	665	4	.	.	X
esutjss-285	665	5	uzondu	uzondu	NOUN
esutjss-285	665	6	,	,	PUNCT
esutjss-285	665	7	c.	c.	PROPN
esutjss-285	665	8	,	,	PUNCT
esutjss-285	665	9	jamson	jamson	PROPN
esutjss-285	665	10	,	,	PUNCT
esutjss-285	665	11	s.	s.	PROPN
esutjss-285	665	12	,	,	PUNCT
esutjss-285	665	13	&	&	CCONJ
esutjss-285	665	14	hibberd	hibberd	PROPN
esutjss-285	665	15	,	,	PUNCT
esutjss-285	665	16	d.	d.	PROPN
esutjss-285	665	17	(	(	PUNCT
esutjss-285	665	18	2020	2020	NUM
esutjss-285	665	19	)	)	PUNCT
esutjss-285	665	20	.	.	PUNCT
esutjss-285	666	1	can	can	AUX
esutjss-285	666	2	infrastructure	infrastructure	NOUN
esutjss-285	666	3	improvements	improvement	NOUN
esutjss-285	666	4	mitigate	mitigate	VERB
esutjss-285	666	5	unsafe	unsafe	ADJ
esutjss-285	666	6	traffic	traffic	NOUN
esutjss-285	666	7	safety	safety	NOUN
esutjss-285	666	8	culture	culture	NOUN
esutjss-285	666	9	:	:	PUNCT
esutjss-285	666	10	a	a	DET
esutjss-285	666	11	driving	drive	VERB
esutjss-285	666	12	simulator	simulator	NOUN
esutjss-285	666	13	study	study	NOUN
esutjss-285	666	14	exploring	explore	VERB
esutjss-285	666	15	cross	cross	ADJ
esutjss-285	666	16	cultural	cultural	ADJ
esutjss-285	666	17	differences	difference	NOUN
esutjss-285	666	18	.	.	PUNCT
esutjss-285	667	1	transportation	transportation	NOUN
esutjss-285	667	2	research	research	NOUN
esutjss-285	667	3	part	part	NOUN
esutjss-285	667	4	f	f	NOUN
esutjss-285	667	5	:	:	PUNCT
esutjss-285	667	6	traffic	traffic	NOUN
esutjss-285	667	7	psychology	psychology	NOUN
esutjss-285	667	8	and	and	CCONJ
esutjss-285	667	9	behaviour	behaviour	NOUN
esutjss-285	667	10	,	,	PUNCT
esutjss-285	667	11	73	73	NUM
esutjss-285	667	12	,	,	PUNCT
esutjss-285	667	13	205221	205221	NUM
esutjss-285	667	14	.	.	PUNCT
esutjss-285	668	1	257	257	NUM
esutjss-285	668	2	uzondu	uzondu	NOUN
esutjss-285	668	3	,	,	PUNCT
esutjss-285	668	4	c.	c.	PROPN
esutjss-285	668	5	,	,	PUNCT
esutjss-285	668	6	jamson	jamson	PROPN
esutjss-285	668	7	,	,	PUNCT
esutjss-285	668	8	s.	s.	PROPN
esutjss-285	668	9	,	,	PUNCT
esutjss-285	668	10	&	&	CCONJ
esutjss-285	668	11	marsden	marsden	PROPN
esutjss-285	668	12	,	,	PUNCT
esutjss-285	668	13	g.	g.	PROPN
esutjss-285	668	14	(	(	PUNCT
esutjss-285	668	15	2022	2022	NUM
esutjss-285	668	16	)	)	PUNCT
esutjss-285	668	17	.	.	PUNCT
esutjss-285	669	1	road	road	NOUN
esutjss-285	669	2	safety	safety	NOUN
esutjss-285	669	3	in	in	ADP
esutjss-285	669	4	nigeria	nigeria	PROPN
esutjss-285	669	5	:	:	PUNCT
esutjss-285	669	6	unravelling	unravel	VERB
esutjss-285	669	7	the	the	DET
esutjss-285	669	8	challenges	challenge	NOUN
esutjss-285	669	9	,	,	PUNCT
esutjss-285	669	10	measures	measure	NOUN
esutjss-285	669	11	,	,	PUNCT
esutjss-285	669	12	and	and	CCONJ
esutjss-285	669	13	strategies	strategy	NOUN
esutjss-285	669	14	for	for	ADP
esutjss-285	669	15	improvement	improvement	NOUN
esutjss-285	669	16	.	.	PUNCT
esutjss-285	670	1	international	international	ADJ
esutjss-285	670	2	journal	journal	PROPN
esutjss-285	670	3	of	of	ADP
esutjss-285	670	4	injury	injury	NOUN
esutjss-285	670	5	control	control	NOUN
esutjss-285	670	6	and	and	CCONJ
esutjss-285	670	7	safety	safety	NOUN
esutjss-285	670	8	promotion	promotion	NOUN
esutjss-285	670	9	,	,	PUNCT
esutjss-285	670	10	29(4	29(4	NOUN
esutjss-285	670	11	)	)	PUNCT
esutjss-285	670	12	,	,	PUNCT
esutjss-285	670	13	522	522	NUM
esutjss-285	670	14	-	-	SYM
esutjss-285	670	15	532	532	NUM
esutjss-285	670	16	.	.	PUNCT
esutjss-285	671	1	välilä	välilä	PROPN
esutjss-285	671	2	,	,	PUNCT
esutjss-285	671	3	t.	t.	PROPN
esutjss-285	671	4	(	(	PUNCT
esutjss-285	671	5	2023	2023	NUM
esutjss-285	671	6	)	)	PUNCT
esutjss-285	671	7	.	.	PUNCT
esutjss-285	672	1	road	road	NOUN
esutjss-285	672	2	safety	safety	NOUN
esutjss-285	672	3	and	and	CCONJ
esutjss-285	672	4	road	road	NOUN
esutjss-285	672	5	infrastructure	infrastructure	NOUN
esutjss-285	672	6	expenditure	expenditure	NOUN
esutjss-285	672	7	:	:	PUNCT
esutjss-285	672	8	a	a	DET
esutjss-285	672	9	bivariate	bivariate	ADJ
esutjss-285	672	10	analysis	analysis	NOUN
esutjss-285	672	11	.	.	PUNCT
esutjss-285	673	1	transport	transport	NOUN
esutjss-285	673	2	policy	policy	NOUN
esutjss-285	673	3	,	,	PUNCT
esutjss-285	673	4	140	140	NUM
esutjss-285	673	5	,	,	PUNCT
esutjss-285	673	6	148	148	NUM
esutjss-285	673	7	-	-	SYM
esutjss-285	673	8	162	162	NUM
esutjss-285	673	9	.	.	PUNCT
esutjss-285	674	1	van	van	PROPN
esutjss-285	674	2	heerdena	heerdena	PROPN
esutjss-285	674	3	,	,	PUNCT
esutjss-285	674	4	s.	s.	PROPN
esutjss-285	674	5	a.	a.	PROPN
esutjss-285	674	6	,	,	PUNCT
esutjss-285	674	7	van	van	PROPN
esutjss-285	674	8	vuurena	vuurena	PROPN
esutjss-285	674	9	,	,	PUNCT
esutjss-285	674	10	j.	j.	PROPN
esutjss-285	674	11	h.	h.	PROPN
esutjss-285	674	12	,	,	PUNCT
esutjss-285	674	13	&	&	CCONJ
esutjss-285	674	14	grobbelaarb	grobbelaarb	PROPN
esutjss-285	674	15	,	,	PUNCT
esutjss-285	674	16	s.	s.	PROPN
esutjss-285	674	17	s.	s.	PROPN
esutjss-285	674	18	towards	towards	ADP
esutjss-285	674	19	a	a	DET
esutjss-285	674	20	descriptive	descriptive	ADJ
esutjss-285	674	21	model	model	NOUN
esutjss-285	674	22	of	of	ADP
esutjss-285	674	23	road	road	NOUN
esutjss-285	674	24	accident	accident	NOUN
esutjss-285	674	25	risk	risk	NOUN
esutjss-285	674	26	.	.	PUNCT
esutjss-285	675	1	wang	wang	PROPN
esutjss-285	675	2	,	,	PUNCT
esutjss-285	675	3	c.	c.	PROPN
esutjss-285	675	4	,	,	PUNCT
esutjss-285	675	5	quddus	quddus	PROPN
esutjss-285	675	6	,	,	PUNCT
esutjss-285	675	7	m.	m.	NOUN
esutjss-285	675	8	a.	a.	PROPN
esutjss-285	675	9	,	,	PUNCT
esutjss-285	675	10	&	&	CCONJ
esutjss-285	675	11	ison	ison	PROPN
esutjss-285	675	12	,	,	PUNCT
esutjss-285	675	13	s.	s.	PROPN
esutjss-285	675	14	g.	g.	PROPN
esutjss-285	675	15	(	(	PUNCT
esutjss-285	675	16	2013	2013	NUM
esutjss-285	675	17	)	)	PUNCT
esutjss-285	675	18	.	.	PUNCT
esutjss-285	676	1	the	the	DET
esutjss-285	676	2	effect	effect	NOUN
esutjss-285	676	3	of	of	ADP
esutjss-285	676	4	traffic	traffic	NOUN
esutjss-285	676	5	and	and	CCONJ
esutjss-285	676	6	road	road	NOUN
esutjss-285	676	7	characteristics	characteristic	NOUN
esutjss-285	676	8	on	on	ADP
esutjss-285	676	9	road	road	NOUN
esutjss-285	676	10	safety	safety	NOUN
esutjss-285	676	11	:	:	PUNCT
esutjss-285	676	12	a	a	DET
esutjss-285	676	13	review	review	NOUN
esutjss-285	676	14	and	and	CCONJ
esutjss-285	676	15	future	future	ADJ
esutjss-285	676	16	research	research	NOUN
esutjss-285	676	17	direction	direction	NOUN
esutjss-285	676	18	.	.	PUNCT
esutjss-285	677	1	safety	safety	NOUN
esutjss-285	677	2	science	science	NOUN
esutjss-285	677	3	,	,	PUNCT
esutjss-285	677	4	57	57	NUM
esutjss-285	677	5	,	,	PUNCT
esutjss-285	677	6	264	264	NUM
esutjss-285	677	7	-	-	SYM
esutjss-285	677	8	275	275	NUM
esutjss-285	677	9	.	.	PUNCT
esutjss-285	678	1	wang	wang	PROPN
esutjss-285	678	2	,	,	PUNCT
esutjss-285	678	3	y.	y.	PROPN
esutjss-285	678	4	,	,	PUNCT
esutjss-285	678	5	zhai	zhai	PROPN
esutjss-285	678	6	,	,	PUNCT
esutjss-285	678	7	h.	h.	PROPN
esutjss-285	678	8	,	,	PUNCT
esutjss-285	678	9	cao	cao	PROPN
esutjss-285	678	10	,	,	PUNCT
esutjss-285	678	11	x.	x.	NOUN
esutjss-285	678	12	,	,	PUNCT
esutjss-285	678	13	&	&	CCONJ
esutjss-285	678	14	geng	geng	PROPN
esutjss-285	678	15	,	,	PUNCT
esutjss-285	678	16	x.	x.	NOUN
esutjss-285	678	17	(	(	PUNCT
esutjss-285	678	18	2023	2023	NUM
esutjss-285	678	19	)	)	PUNCT
esutjss-285	678	20	.	.	PUNCT
esutjss-285	679	1	cause	cause	VERB
esutjss-285	679	2	analysis	analysis	NOUN
esutjss-285	679	3	and	and	CCONJ
esutjss-285	679	4	accident	accident	NOUN
esutjss-285	679	5	classification	classification	NOUN
esutjss-285	679	6	of	of	ADP
esutjss-285	679	7	road	road	NOUN
esutjss-285	679	8	traffic	traffic	NOUN
esutjss-285	679	9	accidents	accident	NOUN
esutjss-285	679	10	based	base	VERB
esutjss-285	679	11	on	on	ADP
esutjss-285	679	12	complex	complex	ADJ
esutjss-285	679	13	networks	network	NOUN
esutjss-285	679	14	.	.	PUNCT
esutjss-285	680	1	applied	apply	VERB
esutjss-285	680	2	sciences	science	NOUN
esutjss-285	680	3	,	,	PUNCT
esutjss-285	680	4	13(23	13(23	NOUN
esutjss-285	680	5	)	)	PUNCT
esutjss-285	680	6	,	,	PUNCT
esutjss-285	680	7	12963	12963	NUM
esutjss-285	680	8	.	.	PUNCT
esutjss-285	681	1	wu	wu	PROPN
esutjss-285	681	2	,	,	PUNCT
esutjss-285	681	3	w.	w.	PROPN
esutjss-285	681	4	j.	j.	PROPN
esutjss-285	681	5	,	,	PUNCT
esutjss-285	681	6	li	li	PROPN
esutjss-285	681	7	,	,	PUNCT
esutjss-285	681	8	c.	c.	PROPN
esutjss-285	681	9	s.	s.	PROPN
esutjss-285	681	10	,	,	PUNCT
esutjss-285	681	11	&	&	CCONJ
esutjss-285	681	12	peng	peng	PROPN
esutjss-285	681	13	,	,	PUNCT
esutjss-285	681	14	s.	s.	PROPN
esutjss-285	681	15	c.	c.	PROPN
esutjss-285	681	16	(	(	PUNCT
esutjss-285	681	17	2020	2020	NUM
esutjss-285	681	18	)	)	PUNCT
esutjss-285	681	19	.	.	PUNCT
esutjss-285	682	1	the	the	DET
esutjss-285	682	2	relationships	relationship	NOUN
esutjss-285	682	3	between	between	ADP
esutjss-285	682	4	vehicle	vehicle	NOUN
esutjss-285	682	5	characteristics	characteristic	NOUN
esutjss-285	682	6	and	and	CCONJ
esutjss-285	682	7	automobile	automobile	NOUN
esutjss-285	682	8	accidents	accident	NOUN
esutjss-285	682	9	.	.	PUNCT
esutjss-285	683	1	risk	risk	NOUN
esutjss-285	683	2	management	management	NOUN
esutjss-285	683	3	and	and	CCONJ
esutjss-285	683	4	insurance	insurance	NOUN
esutjss-285	683	5	review	review	NOUN
esutjss-285	683	6	,	,	PUNCT
esutjss-285	683	7	23(4	23(4	NOUN
esutjss-285	683	8	)	)	PUNCT
esutjss-285	683	9	,	,	PUNCT
esutjss-285	683	10	331	331	NUM
esutjss-285	683	11	-	-	SYM
esutjss-285	683	12	377	377	NUM
esutjss-285	683	13	.	.	PUNCT
esutjss-285	684	1	yannis	yannis	PROPN
esutjss-285	684	2	,	,	PUNCT
esutjss-285	684	3	g.	g.	PROPN
esutjss-285	684	4	,	,	PUNCT
esutjss-285	684	5	papadimitriou	papadimitriou	NOUN
esutjss-285	684	6	,	,	PUNCT
esutjss-285	684	7	e.	e.	PROPN
esutjss-285	684	8	,	,	PUNCT
esutjss-285	684	9	evgenikos	evgenikos	ADJ
esutjss-285	684	10	,	,	PUNCT
esutjss-285	684	11	p.	p.	NOUN
esutjss-285	684	12	,	,	PUNCT
esutjss-285	684	13	&	&	CCONJ
esutjss-285	684	14	dragomanovits	dragomanovit	NOUN
esutjss-285	684	15	,	,	PUNCT
esutjss-285	684	16	a.	a.	NOUN
esutjss-285	684	17	(	(	PUNCT
esutjss-285	684	18	2016	2016	NUM
esutjss-285	684	19	)	)	PUNCT
esutjss-285	684	20	.	.	PUNCT
esutjss-285	685	1	good	good	ADJ
esutjss-285	685	2	practices	practice	NOUN
esutjss-285	685	3	on	on	ADP
esutjss-285	685	4	cost	cost	NOUN
esutjss-285	685	5	–	–	PUNCT
esutjss-285	685	6	effective	effective	ADJ
esutjss-285	685	7	road	road	NOUN
esutjss-285	685	8	infrastructure	infrastructure	NOUN
esutjss-285	685	9	safety	safety	NOUN
esutjss-285	685	10	investments	investment	NOUN
esutjss-285	685	11	.	.	PUNCT
esutjss-285	686	1	international	international	ADJ
esutjss-285	686	2	journal	journal	PROPN
esutjss-285	686	3	of	of	ADP
esutjss-285	686	4	injury	injury	NOUN
esutjss-285	686	5	control	control	NOUN
esutjss-285	686	6	and	and	CCONJ
esutjss-285	686	7	safety	safety	NOUN
esutjss-285	686	8	promotion	promotion	NOUN
esutjss-285	686	9	,	,	PUNCT
esutjss-285	686	10	23(4	23(4	NOUN
esutjss-285	686	11	)	)	PUNCT
esutjss-285	686	12	,	,	PUNCT
esutjss-285	686	13	373	373	NUM
esutjss-285	686	14	-	-	SYM
esutjss-285	686	15	387	387	NUM
esutjss-285	686	16	.	.	PUNCT
esutjss-285	687	1	yunus	yunus	PROPN
esutjss-285	687	2	,	,	PUNCT
esutjss-285	687	3	s.	s.	PROPN
esutjss-285	687	4	,	,	PUNCT
esutjss-285	687	5	&	&	CCONJ
esutjss-285	687	6	abdulkarim	abdulkarim	PROPN
esutjss-285	687	7	,	,	PUNCT
esutjss-285	687	8	i.	i.	PROPN
esutjss-285	687	9	a.	a.	PROPN
esutjss-285	687	10	(	(	PUNCT
esutjss-285	687	11	2022	2022	NUM
esutjss-285	687	12	)	)	PUNCT
esutjss-285	687	13	.	.	PUNCT
esutjss-285	688	1	road	road	NOUN
esutjss-285	688	2	traffic	traffic	NOUN
esutjss-285	688	3	crashes	crash	NOUN
esutjss-285	688	4	and	and	CCONJ
esutjss-285	688	5	emergency	emergency	NOUN
esutjss-285	688	6	response	response	NOUN
esutjss-285	688	7	optimization	optimization	NOUN
esutjss-285	688	8	:	:	PUNCT
esutjss-285	688	9	a	a	DET
esutjss-285	688	10	geo	geo	PROPN
esutjss-285	688	11	-	-	PUNCT
esutjss-285	688	12	spatial	spatial	ADJ
esutjss-285	688	13	analysis	analysis	NOUN
esutjss-285	688	14	using	use	VERB
esutjss-285	688	15	closest	close	ADJ
esutjss-285	688	16	facility	facility	NOUN
esutjss-285	688	17	and	and	CCONJ
esutjss-285	688	18	location	location	NOUN
esutjss-285	688	19	-	-	PUNCT
esutjss-285	688	20	allocation	allocation	NOUN
esutjss-285	688	21	methods	method	NOUN
esutjss-285	688	22	.	.	PUNCT
esutjss-285	689	1	geomatics	geomatic	NOUN
esutjss-285	689	2	,	,	PUNCT
esutjss-285	689	3	natural	natural	ADJ
esutjss-285	689	4	hazards	hazard	NOUN
esutjss-285	689	5	and	and	CCONJ
esutjss-285	689	6	risk	risk	NOUN
esutjss-285	689	7	,	,	PUNCT
esutjss-285	689	8	13(1	13(1	NUM
esutjss-285	689	9	)	)	PUNCT
esutjss-285	689	10	,	,	PUNCT
esutjss-285	689	11	1535	1535	NUM
esutjss-285	689	12	-	-	SYM
esutjss-285	689	13	1555	1555	NUM
esutjss-285	689	14	.	.	PUNCT
esutjss-285	690	1	yusuf	yusuf	PROPN
esutjss-285	690	2	,	,	PUNCT
esutjss-285	690	3	t.	t.	PROPN
esutjss-285	690	4	o.	o.	PROPN
esutjss-285	690	5	,	,	PUNCT
esutjss-285	690	6	ajemunigbohun	ajemunigbohun	PROPN
esutjss-285	690	7	,	,	PUNCT
esutjss-285	690	8	s.	s.	PROPN
esutjss-285	690	9	s.	s.	PROPN
esutjss-285	690	10	,	,	PUNCT
esutjss-285	690	11	&	&	CCONJ
esutjss-285	690	12	alli	alli	PROPN
esutjss-285	690	13	,	,	PUNCT
esutjss-285	690	14	g.	g.	PROPN
esutjss-285	690	15	n.	n.	PROPN
esutjss-285	690	16	(	(	PUNCT
esutjss-285	690	17	2017	2017	NUM
esutjss-285	690	18	)	)	PUNCT
esutjss-285	690	19	.	.	PUNCT
esutjss-285	691	1	a	a	DET
esutjss-285	691	2	critical	critical	ADJ
esutjss-285	691	3	review	review	NOUN
esutjss-285	691	4	of	of	ADP
esutjss-285	691	5	insurance	insurance	NOUN
esutjss-285	691	6	claims	claim	NOUN
esutjss-285	691	7	management	management	NOUN
esutjss-285	691	8	:	:	PUNCT
esutjss-285	691	9	a	a	DET
esutjss-285	691	10	study	study	NOUN
esutjss-285	691	11	of	of	ADP
esutjss-285	691	12	selected	select	VERB
esutjss-285	691	13	insurance	insurance	NOUN
esutjss-285	691	14	companies	company	NOUN
esutjss-285	691	15	in	in	ADP
esutjss-285	691	16	nigeria	nigeria	PROPN
esutjss-285	691	17	.	.	PUNCT
esutjss-285	692	1	spoudai	spoudai	PROPN
esutjss-285	692	2	-	-	PUNCT
esutjss-285	692	3	journal	journal	NOUN
esutjss-285	692	4	of	of	ADP
esutjss-285	692	5	economics	economic	NOUN
esutjss-285	692	6	and	and	CCONJ
esutjss-285	692	7	business	business	NOUN
esutjss-285	692	8	,	,	PUNCT
esutjss-285	692	9	67(2	67(2	NUM
esutjss-285	692	10	)	)	PUNCT
esutjss-285	692	11	,	,	PUNCT
esutjss-285	692	12	69	69	NUM
esutjss-285	692	13	-	-	SYM
esutjss-285	692	14	84	84	NUM
esutjss-285	692	15	.	.	PUNCT
esutjss-285	693	1	page	page	NOUN
esutjss-285	693	2	7	7	NUM