id	sid	tid	token	lemma	pos
fbem-29585	1	1	frontiers	frontier	NOUN
fbem-29585	1	2	in	in	ADP
fbem-29585	1	3	business	business	NOUN
fbem-29585	1	4	,	,	PUNCT
fbem-29585	1	5	economics	economic	NOUN
fbem-29585	1	6	and	and	CCONJ
fbem-29585	1	7	management	management	NOUN
fbem-29585	1	8	issn	issn	PROPN
fbem-29585	1	9	:	:	PUNCT
fbem-29585	1	10	2766	2766	NUM
fbem-29585	1	11	-	-	PUNCT
fbem-29585	1	12	824x	824x	NUM
fbem-29585	1	13	|	|	ADJ
fbem-29585	1	14	vol	vol	NOUN
fbem-29585	1	15	.	.	PROPN
fbem-29585	1	16	18	18	NUM
fbem-29585	1	17	,	,	PUNCT
fbem-29585	1	18	no	no	INTJ
fbem-29585	1	19	.	.	NOUN
fbem-29585	1	20	2	2	NUM
fbem-29585	1	21	,	,	PUNCT
fbem-29585	1	22	2025	2025	NUM
fbem-29585	1	23	49	49	NUM
fbem-29585	1	24	an	an	DET
fbem-29585	1	25	empirical	empirical	ADJ
fbem-29585	1	26	analysis	analysis	NOUN
fbem-29585	1	27	of	of	ADP
fbem-29585	1	28	the	the	DET
fbem-29585	1	29	influencing	influence	VERB
fbem-29585	1	30	factors	factor	NOUN
fbem-29585	1	31	of	of	ADP
fbem-29585	1	32	america	america	PROPN
fbem-29585	1	33	’s	’s	PART
fbem-29585	1	34	medical	medical	PROPN
fbem-29585	1	35	insurance	insurance	NOUN
fbem-29585	1	36	cost	cost	VERB
fbem-29585	1	37	tianyi	tianyi	PROPN
fbem-29585	1	38	deng	deng	PROPN
fbem-29585	1	39	*	*	PROPN
fbem-29585	1	40	,	,	PUNCT
fbem-29585	1	41	shuai	shuai	PROPN
fbem-29585	1	42	gong	gong	PROPN
fbem-29585	1	43	,	,	PUNCT
fbem-29585	1	44	wanlu	wanlu	PROPN
fbem-29585	1	45	li	li	PROPN
fbem-29585	1	46	,	,	PUNCT
fbem-29585	1	47	tairan	tairan	PROPN
fbem-29585	1	48	zhou	zhou	PROPN
fbem-29585	1	49	school	school	PROPN
fbem-29585	1	50	of	of	ADP
fbem-29585	1	51	mathematics	mathematics	PROPN
fbem-29585	1	52	and	and	CCONJ
fbem-29585	1	53	physics	physics	PROPN
fbem-29585	1	54	,	,	PUNCT
fbem-29585	1	55	xi'an	xi'an	PROPN
fbem-29585	1	56	jiaotong	jiaotong	PROPN
fbem-29585	1	57	-	-	PUNCT
fbem-29585	1	58	liverpool	liverpool	PROPN
fbem-29585	1	59	university	university	PROPN
fbem-29585	1	60	(	(	PUNCT
fbem-29585	1	61	xjtlu	xjtlu	PROPN
fbem-29585	1	62	)	)	PUNCT
fbem-29585	1	63	,	,	PUNCT
fbem-29585	1	64	china	china	PROPN
fbem-29585	1	65	*	*	PUNCT
fbem-29585	1	66	corresponding	correspond	VERB
fbem-29585	1	67	author	author	NOUN
fbem-29585	1	68	:	:	PUNCT
fbem-29585	1	69	tianyi	tianyi	PROPN
fbem-29585	1	70	deng	deng	PROPN
fbem-29585	1	71	(	(	PUNCT
fbem-29585	1	72	email	email	NOUN
fbem-29585	1	73	:	:	PUNCT
fbem-29585	1	74	tianyi.deng22@student.xjtlu.edu.cn	tianyi.deng22@student.xjtlu.edu.cn	NUM
fbem-29585	1	75	)	)	PUNCT
fbem-29585	1	76	abstract	abstract	NOUN
fbem-29585	1	77	:	:	PUNCT
fbem-29585	1	78	this	this	DET
fbem-29585	1	79	paper	paper	NOUN
fbem-29585	1	80	empirically	empirically	ADV
fbem-29585	1	81	analyzes	analyze	VERB
fbem-29585	1	82	the	the	DET
fbem-29585	1	83	factors	factor	NOUN
fbem-29585	1	84	influencing	influence	VERB
fbem-29585	1	85	the	the	DET
fbem-29585	1	86	cost	cost	NOUN
fbem-29585	1	87	of	of	ADP
fbem-29585	1	88	medical	medical	ADJ
fbem-29585	1	89	insurance	insurance	NOUN
fbem-29585	1	90	in	in	ADP
fbem-29585	1	91	the	the	DET
fbem-29585	1	92	united	united	PROPN
fbem-29585	1	93	states	states	PROPN
fbem-29585	1	94	.	.	PUNCT
fbem-29585	2	1	based	base	VERB
fbem-29585	2	2	on	on	ADP
fbem-29585	2	3	data	datum	NOUN
fbem-29585	2	4	from	from	ADP
fbem-29585	2	5	12,761	12,761	NUM
fbem-29585	2	6	american	american	ADJ
fbem-29585	2	7	individuals	individual	NOUN
fbem-29585	2	8	sourced	source	VERB
fbem-29585	2	9	from	from	ADP
fbem-29585	2	10	kaggle	kaggle	PROPN
fbem-29585	2	11	,	,	PUNCT
fbem-29585	2	12	the	the	DET
fbem-29585	2	13	study	study	NOUN
fbem-29585	2	14	examines	examine	VERB
fbem-29585	2	15	the	the	DET
fbem-29585	2	16	relationships	relationship	NOUN
fbem-29585	2	17	between	between	ADP
fbem-29585	2	18	age	age	NOUN
fbem-29585	2	19	,	,	PUNCT
fbem-29585	2	20	gender	gender	NOUN
fbem-29585	2	21	,	,	PUNCT
fbem-29585	2	22	body	body	NOUN
fbem-29585	2	23	mass	mass	NOUN
fbem-29585	2	24	index	index	NOUN
fbem-29585	2	25	(	(	PUNCT
fbem-29585	2	26	bmi	bmi	PROPN
fbem-29585	2	27	)	)	PUNCT
fbem-29585	2	28	,	,	PUNCT
fbem-29585	2	29	diabetes	diabetes	NOUN
fbem-29585	2	30	,	,	PUNCT
fbem-29585	2	31	smoking	smoking	NOUN
fbem-29585	2	32	status	status	NOUN
fbem-29585	2	33	,	,	PUNCT
fbem-29585	2	34	and	and	CCONJ
fbem-29585	2	35	medical	medical	ADJ
fbem-29585	2	36	insurance	insurance	NOUN
fbem-29585	2	37	costs	cost	NOUN
fbem-29585	2	38	.	.	PUNCT
fbem-29585	3	1	multiple	multiple	ADJ
fbem-29585	3	2	linear	linear	PROPN
fbem-29585	3	3	regression	regression	NOUN
fbem-29585	3	4	models	model	NOUN
fbem-29585	3	5	were	be	AUX
fbem-29585	3	6	employed	employ	VERB
fbem-29585	3	7	,	,	PUNCT
fbem-29585	3	8	and	and	CCONJ
fbem-29585	3	9	model	model	NOUN
fbem-29585	3	10	optimization	optimization	NOUN
fbem-29585	3	11	techniques	technique	NOUN
fbem-29585	3	12	,	,	PUNCT
fbem-29585	3	13	such	such	ADJ
fbem-29585	3	14	as	as	ADP
fbem-29585	3	15	log	log	NOUN
fbem-29585	3	16	-	-	PUNCT
fbem-29585	3	17	linear	linear	NOUN
fbem-29585	3	18	transformation	transformation	NOUN
fbem-29585	3	19	,	,	PUNCT
fbem-29585	3	20	were	be	AUX
fbem-29585	3	21	applied	apply	VERB
fbem-29585	3	22	to	to	PART
fbem-29585	3	23	enhance	enhance	VERB
fbem-29585	3	24	the	the	DET
fbem-29585	3	25	explanatory	explanatory	ADJ
fbem-29585	3	26	power	power	NOUN
fbem-29585	3	27	of	of	ADP
fbem-29585	3	28	the	the	DET
fbem-29585	3	29	analysis	analysis	NOUN
fbem-29585	3	30	.	.	PUNCT
fbem-29585	4	1	the	the	DET
fbem-29585	4	2	results	result	NOUN
fbem-29585	4	3	indicate	indicate	VERB
fbem-29585	4	4	that	that	PRON
fbem-29585	4	5	age	age	NOUN
fbem-29585	4	6	,	,	PUNCT
fbem-29585	4	7	bmi	bmi	NOUN
fbem-29585	4	8	,	,	PUNCT
fbem-29585	4	9	diabetes	diabetes	NOUN
fbem-29585	4	10	,	,	PUNCT
fbem-29585	4	11	and	and	CCONJ
fbem-29585	4	12	smoking	smoking	NOUN
fbem-29585	4	13	status	status	NOUN
fbem-29585	4	14	have	have	VERB
fbem-29585	4	15	significant	significant	ADJ
fbem-29585	4	16	positive	positive	ADJ
fbem-29585	4	17	correlations	correlation	NOUN
fbem-29585	4	18	with	with	ADP
fbem-29585	4	19	medical	medical	ADJ
fbem-29585	4	20	insurance	insurance	NOUN
fbem-29585	4	21	costs	cost	NOUN
fbem-29585	4	22	,	,	PUNCT
fbem-29585	4	23	while	while	SCONJ
fbem-29585	4	24	gender	gender	NOUN
fbem-29585	4	25	(	(	PUNCT
fbem-29585	4	26	female	female	NOUN
fbem-29585	4	27	)	)	PUNCT
fbem-29585	4	28	shows	show	VERB
fbem-29585	4	29	a	a	DET
fbem-29585	4	30	negative	negative	ADJ
fbem-29585	4	31	correlation	correlation	NOUN
fbem-29585	4	32	.	.	PUNCT
fbem-29585	5	1	the	the	DET
fbem-29585	5	2	final	final	ADJ
fbem-29585	5	3	log	log	NOUN
fbem-29585	5	4	-	-	PUNCT
fbem-29585	5	5	linear	linear	NOUN
fbem-29585	5	6	model	model	NOUN
fbem-29585	5	7	achieved	achieve	VERB
fbem-29585	5	8	a	a	DET
fbem-29585	5	9	high	high	ADJ
fbem-29585	5	10	goodness	goodness	NOUN
fbem-29585	5	11	-	-	PUNCT
fbem-29585	5	12	of	of	ADP
fbem-29585	5	13	-	-	PUNCT
fbem-29585	5	14	fit	fit	ADJ
fbem-29585	5	15	(	(	PUNCT
fbem-29585	5	16	r²=0.694	r²=0.694	NUM
fbem-29585	5	17	)	)	PUNCT
fbem-29585	5	18	,	,	PUNCT
fbem-29585	5	19	demonstrating	demonstrate	VERB
fbem-29585	5	20	that	that	SCONJ
fbem-29585	5	21	these	these	DET
fbem-29585	5	22	factors	factor	NOUN
fbem-29585	5	23	effectively	effectively	ADV
fbem-29585	5	24	explain	explain	VERB
fbem-29585	5	25	variations	variation	NOUN
fbem-29585	5	26	in	in	ADP
fbem-29585	5	27	medical	medical	ADJ
fbem-29585	5	28	insurance	insurance	NOUN
fbem-29585	5	29	costs	cost	NOUN
fbem-29585	5	30	.	.	PUNCT
fbem-29585	6	1	the	the	DET
fbem-29585	6	2	study	study	NOUN
fbem-29585	6	3	provides	provide	VERB
fbem-29585	6	4	valuable	valuable	ADJ
fbem-29585	6	5	insights	insight	NOUN
fbem-29585	6	6	for	for	ADP
fbem-29585	6	7	insurance	insurance	NOUN
fbem-29585	6	8	companies	company	NOUN
fbem-29585	6	9	in	in	ADP
fbem-29585	6	10	premium	premium	NOUN
fbem-29585	6	11	pricing	pricing	NOUN
fbem-29585	6	12	and	and	CCONJ
fbem-29585	6	13	for	for	ADP
fbem-29585	6	14	individuals	individual	NOUN
fbem-29585	6	15	in	in	ADP
fbem-29585	6	16	health	health	NOUN
fbem-29585	6	17	management	management	NOUN
fbem-29585	6	18	.	.	PUNCT
fbem-29585	7	1	keywords	keyword	NOUN
fbem-29585	7	2	:	:	PUNCT
fbem-29585	7	3	medical	medical	ADJ
fbem-29585	7	4	insurance	insurance	NOUN
fbem-29585	7	5	cost	cost	NOUN
fbem-29585	7	6	,	,	PUNCT
fbem-29585	7	7	bmi	bmi	PROPN
fbem-29585	7	8	,	,	PUNCT
fbem-29585	7	9	smoking	smoking	NOUN
fbem-29585	7	10	status	status	NOUN
fbem-29585	7	11	,	,	PUNCT
fbem-29585	7	12	multiple	multiple	ADJ
fbem-29585	7	13	linear	linear	PROPN
fbem-29585	7	14	regression	regression	NOUN
fbem-29585	7	15	,	,	PUNCT
fbem-29585	7	16	log	log	NOUN
fbem-29585	7	17	-	-	PUNCT
fbem-29585	7	18	linear	linear	NOUN
fbem-29585	7	19	model	model	NOUN
fbem-29585	7	20	.	.	PUNCT
fbem-29585	8	1	1	1	X
fbem-29585	8	2	.	.	X
fbem-29585	8	3	motivation	motivation	NOUN
fbem-29585	8	4	health	health	NOUN
fbem-29585	8	5	insurance	insurance	NOUN
fbem-29585	8	6	covers	cover	VERB
fbem-29585	8	7	medical	medical	ADJ
fbem-29585	8	8	expenses	expense	NOUN
fbem-29585	8	9	incurred	incur	VERB
fbem-29585	8	10	by	by	ADP
fbem-29585	8	11	individuals	individual	NOUN
fbem-29585	8	12	.	.	PUNCT
fbem-29585	9	1	it	it	PRON
fbem-29585	9	2	is	be	AUX
fbem-29585	9	3	a	a	DET
fbem-29585	9	4	vital	vital	ADJ
fbem-29585	9	5	tool	tool	NOUN
fbem-29585	9	6	for	for	SCONJ
fbem-29585	9	7	individuals	individual	NOUN
fbem-29585	9	8	to	to	PART
fbem-29585	9	9	manage	manage	VERB
fbem-29585	9	10	the	the	DET
fbem-29585	9	11	high	high	ADJ
fbem-29585	9	12	expenditure	expenditure	NOUN
fbem-29585	9	13	of	of	ADP
fbem-29585	9	14	healthcare	healthcare	NOUN
fbem-29585	9	15	,	,	PUNCT
fbem-29585	9	16	and	and	CCONJ
fbem-29585	9	17	it	it	PRON
fbem-29585	9	18	is	be	AUX
fbem-29585	9	19	essential	essential	ADJ
fbem-29585	9	20	to	to	PART
fbem-29585	9	21	ensure	ensure	VERB
fbem-29585	9	22	that	that	SCONJ
fbem-29585	9	23	people	people	NOUN
fbem-29585	9	24	of	of	ADP
fbem-29585	9	25	all	all	DET
fbem-29585	9	26	income	income	NOUN
fbem-29585	9	27	levels	level	NOUN
fbem-29585	9	28	have	have	VERB
fbem-29585	9	29	access	access	NOUN
fbem-29585	9	30	to	to	ADP
fbem-29585	9	31	medical	medical	ADJ
fbem-29585	9	32	treatment	treatment	NOUN
fbem-29585	9	33	.	.	PUNCT
fbem-29585	10	1	ramachandran	ramachandran	PROPN
fbem-29585	10	2	,	,	PUNCT
fbem-29585	10	3	kavitha	kavitha	PROPN
fbem-29585	10	4	and	and	CCONJ
fbem-29585	10	5	pandimeena	pandimeena	PROPN
fbem-29585	10	6	(	(	PUNCT
fbem-29585	10	7	2023	2023	NUM
fbem-29585	10	8	)	)	PUNCT
fbem-29585	10	9	emphasized	emphasize	VERB
fbem-29585	10	10	that	that	SCONJ
fbem-29585	10	11	the	the	DET
fbem-29585	10	12	effectiveness	effectiveness	NOUN
fbem-29585	10	13	and	and	CCONJ
fbem-29585	10	14	provision	provision	NOUN
fbem-29585	10	15	of	of	ADP
fbem-29585	10	16	healthcare	healthcare	NOUN
fbem-29585	10	17	services	service	NOUN
fbem-29585	10	18	must	must	AUX
fbem-29585	10	19	be	be	AUX
fbem-29585	10	20	improved	improve	VERB
fbem-29585	10	21	to	to	PART
fbem-29585	10	22	increase	increase	VERB
fbem-29585	10	23	the	the	DET
fbem-29585	10	24	productivity	productivity	NOUN
fbem-29585	10	25	of	of	ADP
fbem-29585	10	26	human	human	ADJ
fbem-29585	10	27	capital	capital	NOUN
fbem-29585	10	28	.	.	PUNCT
fbem-29585	11	1	world	world	PROPN
fbem-29585	11	2	health	health	PROPN
fbem-29585	11	3	organization	organization	NOUN
fbem-29585	11	4	(	(	PUNCT
fbem-29585	11	5	2021	2021	NUM
fbem-29585	11	6	)	)	PUNCT
fbem-29585	11	7	reported	report	VERB
fbem-29585	11	8	that	that	SCONJ
fbem-29585	11	9	the	the	DET
fbem-29585	11	10	cost	cost	NOUN
fbem-29585	11	11	of	of	ADP
fbem-29585	11	12	healthcare	healthcare	NOUN
fbem-29585	11	13	has	have	AUX
fbem-29585	11	14	been	be	AUX
fbem-29585	11	15	steadily	steadily	ADV
fbem-29585	11	16	rising	rise	VERB
fbem-29585	11	17	worldwide	worldwide	ADV
fbem-29585	11	18	between	between	ADP
fbem-29585	11	19	2000	2000	NUM
fbem-29585	11	20	and	and	CCONJ
fbem-29585	11	21	2018	2018	NUM
fbem-29585	11	22	,	,	PUNCT
fbem-29585	11	23	accounting	account	VERB
fbem-29585	11	24	for	for	ADP
fbem-29585	11	25	almost	almost	ADV
fbem-29585	11	26	10	10	NUM
fbem-29585	11	27	%	%	NOUN
fbem-29585	11	28	of	of	ADP
fbem-29585	11	29	global	global	PROPN
fbem-29585	11	30	gdp	gdp	PROPN
fbem-29585	11	31	.	.	PUNCT
fbem-29585	12	1	moreover	moreover	ADV
fbem-29585	12	2	,	,	PUNCT
fbem-29585	12	3	empirical	empirical	ADJ
fbem-29585	12	4	data	datum	NOUN
fbem-29585	12	5	points	point	NOUN
fbem-29585	12	6	to	to	ADP
fbem-29585	12	7	a	a	DET
fbem-29585	12	8	link	link	NOUN
fbem-29585	12	9	between	between	ADP
fbem-29585	12	10	insurance	insurance	NOUN
fbem-29585	12	11	and	and	CCONJ
fbem-29585	12	12	economic	economic	ADJ
fbem-29585	12	13	expansion	expansion	NOUN
fbem-29585	12	14	(	(	PUNCT
fbem-29585	12	15	singhal	singhal	NOUN
fbem-29585	12	16	,	,	PUNCT
fbem-29585	12	17	goyal	goyal	PROPN
fbem-29585	12	18	and	and	CCONJ
fbem-29585	12	19	singhal	singhal	PROPN
fbem-29585	12	20	,	,	PUNCT
fbem-29585	12	21	2022	2022	NUM
fbem-29585	12	22	)	)	PUNCT
fbem-29585	12	23	.	.	PUNCT
fbem-29585	13	1	consequently	consequently	ADV
fbem-29585	13	2	,	,	PUNCT
fbem-29585	13	3	given	give	VERB
fbem-29585	13	4	the	the	DET
fbem-29585	13	5	social	social	ADJ
fbem-29585	13	6	and	and	CCONJ
fbem-29585	13	7	economic	economic	ADJ
fbem-29585	13	8	significance	significance	NOUN
fbem-29585	13	9	of	of	ADP
fbem-29585	13	10	health	health	NOUN
fbem-29585	13	11	insurance	insurance	NOUN
fbem-29585	13	12	premiums	premium	NOUN
fbem-29585	13	13	,	,	PUNCT
fbem-29585	13	14	analyzing	analyze	VERB
fbem-29585	13	15	the	the	DET
fbem-29585	13	16	factors	factor	NOUN
fbem-29585	13	17	that	that	PRON
fbem-29585	13	18	affect	affect	VERB
fbem-29585	13	19	healthcare	healthcare	NOUN
fbem-29585	13	20	insurance	insurance	NOUN
fbem-29585	13	21	costs	cost	NOUN
fbem-29585	13	22	is	be	AUX
fbem-29585	13	23	essential	essential	ADJ
fbem-29585	13	24	.	.	PUNCT
fbem-29585	14	1	orji	orji	NOUN
fbem-29585	14	2	and	and	CCONJ
fbem-29585	14	3	ukwandu	ukwandu	PROPN
fbem-29585	14	4	(	(	PUNCT
fbem-29585	14	5	2023	2023	NUM
fbem-29585	14	6	)	)	PUNCT
fbem-29585	14	7	claimed	claim	VERB
fbem-29585	14	8	that	that	SCONJ
fbem-29585	14	9	this	this	PRON
fbem-29585	14	10	is	be	AUX
fbem-29585	14	11	essential	essential	ADJ
fbem-29585	14	12	for	for	ADP
fbem-29585	14	13	both	both	PRON
fbem-29585	14	14	luring	lure	VERB
fbem-29585	14	15	and	and	CCONJ
fbem-29585	14	16	maintaining	maintain	VERB
fbem-29585	14	17	policyholders	policyholder	NOUN
fbem-29585	14	18	and	and	CCONJ
fbem-29585	14	19	effectively	effectively	ADV
fbem-29585	14	20	managing	manage	VERB
fbem-29585	14	21	current	current	ADJ
fbem-29585	14	22	insured	insure	VERB
fbem-29585	14	23	.	.	PUNCT
fbem-29585	15	1	indeed	indeed	ADV
fbem-29585	15	2	,	,	PUNCT
fbem-29585	15	3	actuarial	actuarial	ADJ
fbem-29585	15	4	modeling	modeling	NOUN
fbem-29585	15	5	of	of	ADP
fbem-29585	15	6	insurance	insurance	NOUN
fbem-29585	15	7	costs	cost	NOUN
fbem-29585	15	8	has	have	AUX
fbem-29585	15	9	emerged	emerge	VERB
fbem-29585	15	10	as	as	ADP
fbem-29585	15	11	a	a	DET
fbem-29585	15	12	major	major	ADJ
fbem-29585	15	13	field	field	NOUN
fbem-29585	15	14	of	of	ADP
fbem-29585	15	15	study	study	NOUN
fbem-29585	15	16	in	in	ADP
fbem-29585	15	17	the	the	DET
fbem-29585	15	18	medical	medical	ADJ
fbem-29585	15	19	insurance	insurance	NOUN
fbem-29585	15	20	industry	industry	NOUN
fbem-29585	15	21	in	in	ADP
fbem-29585	15	22	recent	recent	ADJ
fbem-29585	15	23	years	year	NOUN
fbem-29585	15	24	(	(	PUNCT
fbem-29585	15	25	duncan	duncan	PROPN
fbem-29585	15	26	et	et	PROPN
fbem-29585	15	27	al	al	PROPN
fbem-29585	15	28	.	.	PROPN
fbem-29585	15	29	,	,	PUNCT
fbem-29585	15	30	2016	2016	NUM
fbem-29585	15	31	)	)	PUNCT
fbem-29585	15	32	.	.	PUNCT
fbem-29585	16	1	zhang	zhang	PROPN
fbem-29585	16	2	(	(	PUNCT
fbem-29585	16	3	2019	2019	NUM
fbem-29585	16	4	)	)	PUNCT
fbem-29585	16	5	employed	employ	VERB
fbem-29585	16	6	a	a	DET
fbem-29585	16	7	mediated	mediate	VERB
fbem-29585	16	8	effects	effect	NOUN
fbem-29585	16	9	model	model	NOUN
fbem-29585	16	10	to	to	PART
fbem-29585	16	11	investigate	investigate	VERB
fbem-29585	16	12	the	the	DET
fbem-29585	16	13	relationship	relationship	NOUN
fbem-29585	16	14	between	between	ADP
fbem-29585	16	15	environmental	environmental	ADJ
fbem-29585	16	16	pollution	pollution	NOUN
fbem-29585	16	17	and	and	CCONJ
fbem-29585	16	18	health	health	NOUN
fbem-29585	16	19	insurance	insurance	NOUN
fbem-29585	16	20	expenditures	expenditure	NOUN
fbem-29585	16	21	,	,	PUNCT
fbem-29585	16	22	revealing	reveal	VERB
fbem-29585	16	23	that	that	SCONJ
fbem-29585	16	24	environmental	environmental	ADJ
fbem-29585	16	25	pollution	pollution	NOUN
fbem-29585	16	26	substantially	substantially	ADV
fbem-29585	16	27	elevates	elevate	VERB
fbem-29585	16	28	medical	medical	ADJ
fbem-29585	16	29	insurance	insurance	NOUN
fbem-29585	16	30	costs	cost	NOUN
fbem-29585	16	31	.	.	PUNCT
fbem-29585	17	1	he	he	PRON
fbem-29585	17	2	(	(	PUNCT
fbem-29585	17	3	2024	2024	NUM
fbem-29585	17	4	)	)	PUNCT
fbem-29585	17	5	adopted	adopt	VERB
fbem-29585	17	6	the	the	DET
fbem-29585	17	7	multiple	multiple	ADJ
fbem-29585	17	8	linear	linear	ADJ
fbem-29585	17	9	regression	regression	NOUN
fbem-29585	17	10	model	model	NOUN
fbem-29585	17	11	and	and	CCONJ
fbem-29585	17	12	the	the	DET
fbem-29585	17	13	stepwise	stepwise	PROPN
fbem-29585	17	14	regression	regression	NOUN
fbem-29585	17	15	method	method	NOUN
fbem-29585	17	16	,	,	PUNCT
fbem-29585	17	17	whose	whose	DET
fbem-29585	17	18	results	result	NOUN
fbem-29585	17	19	reveal	reveal	VERB
fbem-29585	17	20	that	that	SCONJ
fbem-29585	17	21	age	age	NOUN
fbem-29585	17	22	,	,	PUNCT
fbem-29585	17	23	bmi	bmi	NOUN
fbem-29585	17	24	,	,	PUNCT
fbem-29585	17	25	number	number	NOUN
fbem-29585	17	26	of	of	ADP
fbem-29585	17	27	children	child	NOUN
fbem-29585	17	28	,	,	PUNCT
fbem-29585	17	29	smoker	smoker	ADJ
fbem-29585	17	30	or	or	CCONJ
fbem-29585	17	31	non	non	ADJ
fbem-29585	17	32	-	-	ADJ
fbem-29585	17	33	smoker	smoker	ADJ
fbem-29585	17	34	and	and	CCONJ
fbem-29585	17	35	region	region	NOUN
fbem-29585	17	36	have	have	VERB
fbem-29585	17	37	plausible	plausible	ADJ
fbem-29585	17	38	correlations	correlation	NOUN
fbem-29585	17	39	with	with	ADP
fbem-29585	17	40	medical	medical	ADJ
fbem-29585	17	41	insurance	insurance	NOUN
fbem-29585	17	42	cost	cost	NOUN
fbem-29585	17	43	.	.	PUNCT
fbem-29585	18	1	it	it	PRON
fbem-29585	18	2	is	be	AUX
fbem-29585	18	3	illustrated	illustrate	VERB
fbem-29585	18	4	by	by	ADP
fbem-29585	18	5	li	li	PROPN
fbem-29585	18	6	(	(	PUNCT
fbem-29585	18	7	2021	2021	NUM
fbem-29585	18	8	)	)	PUNCT
fbem-29585	19	1	that	that	SCONJ
fbem-29585	19	2	through	through	ADP
fbem-29585	19	3	the	the	DET
fbem-29585	19	4	dagum	dagum	PROPN
fbem-29585	19	5	gini	gini	PROPN
fbem-29585	19	6	coefficient	coefficient	PROPN
fbem-29585	19	7	method	method	NOUN
fbem-29585	19	8	to	to	ADP
fbem-29585	19	9	a	a	DET
fbem-29585	19	10	sample	sample	NOUN
fbem-29585	19	11	of	of	ADP
fbem-29585	19	12	31	31	NUM
fbem-29585	19	13	chinese	chinese	ADJ
fbem-29585	19	14	regions	region	NOUN
fbem-29585	19	15	'	'	PART
fbem-29585	19	16	statistics	statistic	NOUN
fbem-29585	19	17	from	from	ADP
fbem-29585	19	18	2010	2010	NUM
fbem-29585	19	19	to	to	ADP
fbem-29585	19	20	2019	2019	NUM
fbem-29585	19	21	,	,	PUNCT
fbem-29585	19	22	the	the	DET
fbem-29585	19	23	amount	amount	NOUN
fbem-29585	19	24	spent	spend	VERB
fbem-29585	19	25	on	on	ADP
fbem-29585	19	26	medical	medical	ADJ
fbem-29585	19	27	insurance	insurance	NOUN
fbem-29585	19	28	funds	fund	NOUN
fbem-29585	19	29	varied	vary	VERB
fbem-29585	19	30	by	by	ADP
fbem-29585	19	31	location	location	NOUN
fbem-29585	19	32	.	.	PUNCT
fbem-29585	20	1	using	use	VERB
fbem-29585	20	2	a	a	DET
fbem-29585	20	3	logistic	logistic	ADJ
fbem-29585	20	4	regression	regression	NOUN
fbem-29585	20	5	model	model	NOUN
fbem-29585	20	6	,	,	PUNCT
fbem-29585	20	7	zhou	zhou	PROPN
fbem-29585	20	8	and	and	CCONJ
fbem-29585	20	9	zhao	zhao	PROPN
fbem-29585	20	10	(	(	PUNCT
fbem-29585	20	11	2022	2022	NUM
fbem-29585	20	12	)	)	PUNCT
fbem-29585	20	13	demonstrated	demonstrate	VERB
fbem-29585	20	14	that	that	SCONJ
fbem-29585	20	15	customers	customer	NOUN
fbem-29585	20	16	who	who	PRON
fbem-29585	20	17	use	use	VERB
fbem-29585	20	18	the	the	DET
fbem-29585	20	19	wechat	wechat	NOUN
fbem-29585	20	20	healthcare	healthcare	NOUN
fbem-29585	20	21	pedometer	pedometer	NOUN
fbem-29585	20	22	function	function	VERB
fbem-29585	20	23	more	more	ADV
fbem-29585	20	24	frequently	frequently	ADV
fbem-29585	20	25	had	have	VERB
fbem-29585	20	26	lower	low	ADJ
fbem-29585	20	27	rates	rate	NOUN
fbem-29585	20	28	of	of	ADP
fbem-29585	20	29	health	health	NOUN
fbem-29585	20	30	insurance	insurance	NOUN
fbem-29585	20	31	.	.	PUNCT
fbem-29585	21	1	accurately	accurately	ADV
fbem-29585	21	2	developing	develop	VERB
fbem-29585	21	3	a	a	DET
fbem-29585	21	4	forecast	forecast	NOUN
fbem-29585	21	5	model	model	NOUN
fbem-29585	21	6	for	for	ADP
fbem-29585	21	7	medical	medical	ADJ
fbem-29585	21	8	insurance	insurance	NOUN
fbem-29585	21	9	costs	cost	NOUN
fbem-29585	21	10	is	be	AUX
fbem-29585	21	11	difficult	difficult	ADJ
fbem-29585	21	12	,	,	PUNCT
fbem-29585	21	13	nevertheless	nevertheless	ADV
fbem-29585	21	14	,	,	PUNCT
fbem-29585	21	15	because	because	SCONJ
fbem-29585	21	16	of	of	ADP
fbem-29585	21	17	the	the	DET
fbem-29585	21	18	multiplicity	multiplicity	NOUN
fbem-29585	21	19	of	of	ADP
fbem-29585	21	20	elements	element	NOUN
fbem-29585	21	21	and	and	CCONJ
fbem-29585	21	22	their	their	PRON
fbem-29585	21	23	complexity	complexity	NOUN
fbem-29585	21	24	(	(	PUNCT
fbem-29585	21	25	orji	orji	NOUN
fbem-29585	21	26	and	and	CCONJ
fbem-29585	21	27	ukwandu	ukwandu	NOUN
fbem-29585	21	28	,	,	PUNCT
fbem-29585	21	29	2023	2023	NUM
fbem-29585	21	30	)	)	PUNCT
fbem-29585	21	31	.	.	PUNCT
fbem-29585	22	1	therefore	therefore	ADV
fbem-29585	22	2	,	,	PUNCT
fbem-29585	22	3	this	this	DET
fbem-29585	22	4	paper	paper	NOUN
fbem-29585	22	5	utilizes	utilize	VERB
fbem-29585	22	6	econometric	econometric	ADJ
fbem-29585	22	7	models	model	NOUN
fbem-29585	22	8	to	to	PART
fbem-29585	22	9	quantitatively	quantitatively	ADV
fbem-29585	22	10	examine	examine	VERB
fbem-29585	22	11	the	the	DET
fbem-29585	22	12	impact	impact	NOUN
fbem-29585	22	13	of	of	ADP
fbem-29585	22	14	age	age	NOUN
fbem-29585	22	15	,	,	PUNCT
fbem-29585	22	16	bmi	bmi	NOUN
fbem-29585	22	17	,	,	PUNCT
fbem-29585	22	18	diabetes	diabetes	NOUN
fbem-29585	22	19	,	,	PUNCT
fbem-29585	22	20	smoker	smoker	NOUN
fbem-29585	22	21	and	and	CCONJ
fbem-29585	22	22	gender	gender	NOUN
fbem-29585	22	23	on	on	ADP
fbem-29585	22	24	the	the	DET
fbem-29585	22	25	cost	cost	NOUN
fbem-29585	22	26	of	of	ADP
fbem-29585	22	27	medical	medical	ADJ
fbem-29585	22	28	insurance	insurance	NOUN
fbem-29585	22	29	claims	claim	NOUN
fbem-29585	22	30	.	.	PUNCT
fbem-29585	23	1	based	base	VERB
fbem-29585	23	2	on	on	ADP
fbem-29585	23	3	the	the	DET
fbem-29585	23	4	analysis	analysis	NOUN
fbem-29585	23	5	of	of	ADP
fbem-29585	23	6	these	these	DET
fbem-29585	23	7	determinants	determinant	NOUN
fbem-29585	23	8	,	,	PUNCT
fbem-29585	23	9	the	the	DET
fbem-29585	23	10	article	article	NOUN
fbem-29585	23	11	offers	offer	VERB
fbem-29585	23	12	recommendations	recommendation	NOUN
fbem-29585	23	13	to	to	ADP
fbem-29585	23	14	both	both	DET
fbem-29585	23	15	insurance	insurance	NOUN
fbem-29585	23	16	companies	company	NOUN
fbem-29585	23	17	and	and	CCONJ
fbem-29585	23	18	policyholders	policyholder	NOUN
fbem-29585	23	19	,	,	PUNCT
fbem-29585	23	20	to	to	PART
fbem-29585	23	21	enable	enable	VERB
fbem-29585	23	22	patients	patient	NOUN
fbem-29585	23	23	to	to	PART
fbem-29585	23	24	make	make	VERB
fbem-29585	23	25	more	more	ADV
fbem-29585	23	26	informed	informed	ADJ
fbem-29585	23	27	decisions	decision	NOUN
fbem-29585	23	28	during	during	ADP
fbem-29585	23	29	medical	medical	ADJ
fbem-29585	23	30	treatments	treatment	NOUN
fbem-29585	23	31	while	while	SCONJ
fbem-29585	23	32	allowing	allow	VERB
fbem-29585	23	33	insurance	insurance	NOUN
fbem-29585	23	34	companies	company	NOUN
fbem-29585	23	35	to	to	PART
fbem-29585	23	36	better	well	ADV
fbem-29585	23	37	to	to	PART
fbem-29585	23	38	charge	charge	VERB
fbem-29585	23	39	each	each	DET
fbem-29585	23	40	customer	customer	NOUN
fbem-29585	23	41	an	an	DET
fbem-29585	23	42	appropriate	appropriate	ADJ
fbem-29585	23	43	premium	premium	NOUN
fbem-29585	23	44	for	for	ADP
fbem-29585	23	45	the	the	DET
fbem-29585	23	46	risk	risk	NOUN
fbem-29585	23	47	they	they	PRON
fbem-29585	23	48	represent	represent	VERB
fbem-29585	23	49	,	,	PUNCT
fbem-29585	23	50	aiming	aim	VERB
fbem-29585	23	51	to	to	PART
fbem-29585	23	52	support	support	VERB
fbem-29585	23	53	the	the	DET
fbem-29585	23	54	sustainable	sustainable	ADJ
fbem-29585	23	55	development	development	NOUN
fbem-29585	23	56	of	of	ADP
fbem-29585	23	57	the	the	DET
fbem-29585	23	58	health	health	NOUN
fbem-29585	23	59	insurance	insurance	NOUN
fbem-29585	23	60	industry	industry	NOUN
fbem-29585	23	61	.	.	PUNCT
fbem-29585	24	1	2	2	X
fbem-29585	24	2	.	.	X
fbem-29585	24	3	data	datum	NOUN
fbem-29585	24	4	description	description	NOUN
fbem-29585	24	5	2.1	2.1	NUM
fbem-29585	24	6	.	.	PUNCT
fbem-29585	25	1	source	source	NOUN
fbem-29585	25	2	of	of	ADP
fbem-29585	25	3	data	datum	NOUN
fbem-29585	25	4	this	this	DET
fbem-29585	25	5	essay	essay	NOUN
fbem-29585	25	6	empirically	empirically	ADV
fbem-29585	25	7	explores	explore	VERB
fbem-29585	25	8	the	the	DET
fbem-29585	25	9	relationship	relationship	NOUN
fbem-29585	25	10	between	between	ADP
fbem-29585	25	11	six	six	NUM
fbem-29585	25	12	variables	variable	NOUN
fbem-29585	25	13	and	and	CCONJ
fbem-29585	25	14	health	health	NOUN
fbem-29585	25	15	insurance	insurance	NOUN
fbem-29585	25	16	cost	cost	NOUN
fbem-29585	25	17	.	.	PUNCT
fbem-29585	26	1	data	datum	NOUN
fbem-29585	26	2	was	be	AUX
fbem-29585	26	3	all	all	PRON
fbem-29585	26	4	aggregated	aggregate	VERB
fbem-29585	26	5	from	from	ADP
fbem-29585	26	6	the	the	DET
fbem-29585	26	7	kaggle	kaggle	ADJ
fbem-29585	26	8	repository	repository	NOUN
fbem-29585	26	9	,	,	PUNCT
fbem-29585	26	10	which	which	PRON
fbem-29585	26	11	was	be	AUX
fbem-29585	26	12	collected	collect	VERB
fbem-29585	26	13	by	by	ADP
fbem-29585	26	14	suresh	suresh	PROPN
fbem-29585	26	15	gupta	gupta	PROPN
fbem-29585	26	16	and	and	CCONJ
fbem-29585	26	17	contained	contain	VERB
fbem-29585	26	18	12761	12761	NUM
fbem-29585	26	19	entries	entry	NOUN
fbem-29585	26	20	from	from	ADP
fbem-29585	26	21	americans	americans	PROPN
fbem-29585	26	22	.	.	PUNCT
fbem-29585	27	1	the	the	DET
fbem-29585	27	2	12761	12761	NUM
fbem-29585	27	3	individuals	individual	NOUN
fbem-29585	27	4	in	in	ADP
fbem-29585	27	5	the	the	DET
fbem-29585	27	6	data	datum	NOUN
fbem-29585	27	7	used	use	VERB
fbem-29585	27	8	in	in	ADP
fbem-29585	27	9	this	this	DET
fbem-29585	27	10	article	article	NOUN
fbem-29585	27	11	all	all	PRON
fbem-29585	27	12	spent	spend	VERB
fbem-29585	27	13	money	money	NOUN
fbem-29585	27	14	on	on	ADP
fbem-29585	27	15	health	health	NOUN
fbem-29585	27	16	insurance	insurance	NOUN
fbem-29585	27	17	to	to	ADP
fbem-29585	27	18	some	some	DET
fbem-29585	27	19	extent	extent	NOUN
fbem-29585	27	20	.	.	PUNCT
fbem-29585	28	1	they	they	PRON
fbem-29585	28	2	range	range	VERB
fbem-29585	28	3	in	in	ADP
fbem-29585	28	4	age	age	NOUN
fbem-29585	28	5	from	from	ADP
fbem-29585	28	6	eighteen	eighteen	NUM
fbem-29585	28	7	to	to	PART
fbem-29585	28	8	sixty	sixty	NUM
fbem-29585	28	9	-	-	PUNCT
fbem-29585	28	10	four	four	NUM
fbem-29585	28	11	.	.	PUNCT
fbem-29585	29	1	the	the	DET
fbem-29585	29	2	independent	independent	ADJ
fbem-29585	29	3	variables	variable	NOUN
fbem-29585	29	4	are	be	AUX
fbem-29585	29	5	age	age	NOUN
fbem-29585	29	6	(	(	PUNCT
fbem-29585	29	7	a	a	X
fbem-29585	29	8	)	)	PUNCT
fbem-29585	29	9	,	,	PUNCT
fbem-29585	29	10	gender	gender	NOUN
fbem-29585	29	11	(	(	PUNCT
fbem-29585	29	12	g	g	NOUN
fbem-29585	29	13	)	)	PUNCT
fbem-29585	29	14	,	,	PUNCT
fbem-29585	29	15	body	body	NOUN
fbem-29585	29	16	mass	mass	NOUN
fbem-29585	29	17	index	index	NOUN
fbem-29585	29	18	(	(	PUNCT
fbem-29585	29	19	bmi	bmi	PROPN
fbem-29585	29	20	)	)	PUNCT
fbem-29585	29	21	,	,	PUNCT
fbem-29585	29	22	diabetes	diabetes	NOUN
fbem-29585	29	23	(	(	PUNCT
fbem-29585	29	24	d	d	NOUN
fbem-29585	29	25	)	)	PUNCT
fbem-29585	29	26	,	,	PUNCT
fbem-29585	29	27	and	and	CCONJ
fbem-29585	29	28	smoker	smoker	ADV
fbem-29585	29	29	(	(	PUNCT
fbem-29585	29	30	s	s	NOUN
fbem-29585	29	31	)	)	PUNCT
fbem-29585	29	32	and	and	CCONJ
fbem-29585	29	33	the	the	DET
fbem-29585	29	34	dependent	dependent	ADJ
fbem-29585	29	35	variable	variable	NOUN
fbem-29585	29	36	is	be	AUX
fbem-29585	29	37	medical	medical	ADJ
fbem-29585	29	38	insurance	insurance	NOUN
fbem-29585	29	39	cost	cost	NOUN
fbem-29585	29	40	(	(	PUNCT
fbem-29585	29	41	mic	mic	ADJ
fbem-29585	29	42	)	)	PUNCT
fbem-29585	29	43	.	.	PUNCT
fbem-29585	30	1	2.2	2.2	NUM
fbem-29585	30	2	.	.	PUNCT
fbem-29585	30	3	description	description	NOUN
fbem-29585	30	4	of	of	ADP
fbem-29585	30	5	the	the	DET
fbem-29585	30	6	variables	variable	NOUN
fbem-29585	30	7	2.2.1	2.2.1	NUM
fbem-29585	30	8	.	.	PUNCT
fbem-29585	30	9	medical	medical	ADJ
fbem-29585	30	10	insurance	insurance	NOUN
fbem-29585	30	11	cost	cost	NOUN
fbem-29585	30	12	(	(	PUNCT
fbem-29585	30	13	mic	mic	ADJ
fbem-29585	30	14	)	)	PUNCT
fbem-29585	30	15	plemans	pleman	NOUN
fbem-29585	30	16	(	(	PUNCT
fbem-29585	30	17	2024	2024	NUM
fbem-29585	30	18	)	)	PUNCT
fbem-29585	30	19	stated	state	VERB
fbem-29585	30	20	that	that	SCONJ
fbem-29585	30	21	health	health	NOUN
fbem-29585	30	22	insurance	insurance	NOUN
fbem-29585	30	23	claims	claim	NOUN
fbem-29585	30	24	are	be	AUX
fbem-29585	30	25	formal	formal	ADJ
fbem-29585	30	26	requests	request	NOUN
fbem-29585	30	27	made	make	VERB
fbem-29585	30	28	by	by	ADP
fbem-29585	30	29	policyholders	policyholder	NOUN
fbem-29585	30	30	to	to	ADP
fbem-29585	30	31	insurance	insurance	NOUN
fbem-29585	30	32	companies	company	NOUN
fbem-29585	30	33	for	for	ADP
fbem-29585	30	34	reimbursement	reimbursement	NOUN
fbem-29585	30	35	of	of	ADP
fbem-29585	30	36	medical	medical	ADJ
fbem-29585	30	37	services	service	NOUN
fbem-29585	30	38	they	they	PRON
fbem-29585	30	39	have	have	AUX
fbem-29585	30	40	received	receive	VERB
fbem-29585	30	41	.	.	PUNCT
fbem-29585	31	1	the	the	DET
fbem-29585	31	2	ability	ability	NOUN
fbem-29585	31	3	to	to	PART
fbem-29585	31	4	predict	predict	VERB
fbem-29585	31	5	a	a	DET
fbem-29585	31	6	correct	correct	ADJ
fbem-29585	31	7	claim	claim	NOUN
fbem-29585	31	8	amount	amount	NOUN
fbem-29585	31	9	which	which	PRON
fbem-29585	31	10	is	be	AUX
fbem-29585	31	11	considered	consider	VERB
fbem-29585	31	12	as	as	SCONJ
fbem-29585	31	13	the	the	DET
fbem-29585	31	14	medical	medical	ADJ
fbem-29585	31	15	insurance	insurance	NOUN
fbem-29585	31	16	cost	cost	NOUN
fbem-29585	31	17	has	have	VERB
fbem-29585	31	18	a	a	DET
fbem-29585	31	19	critical	critical	ADJ
fbem-29585	31	20	influence	influence	NOUN
fbem-29585	31	21	on	on	ADP
fbem-29585	31	22	insurers	insurer	NOUN
fbem-29585	31	23	for	for	ADP
fbem-29585	31	24	considering	consider	VERB
fbem-29585	31	25	fixing	fix	VERB
fbem-29585	31	26	the	the	DET
fbem-29585	31	27	health	health	NOUN
fbem-29585	31	28	premium	premium	NOUN
fbem-29585	31	29	to	to	PART
fbem-29585	31	30	better	well	ADV
fbem-29585	31	31	manage	manage	VERB
fbem-29585	31	32	and	and	CCONJ
fbem-29585	31	33	allocate	allocate	VERB
fbem-29585	31	34	health	health	NOUN
fbem-29585	31	35	insurance	insurance	NOUN
fbem-29585	31	36	funds	fund	NOUN
fbem-29585	31	37	.	.	PUNCT
fbem-29585	32	1	2.2.2	2.2.2	X
fbem-29585	32	2	.	.	X
fbem-29585	32	3	age	age	NOUN
fbem-29585	32	4	(	(	PUNCT
fbem-29585	32	5	a	a	X
fbem-29585	32	6	)	)	PUNCT
fbem-29585	32	7	the	the	DET
fbem-29585	32	8	risk	risk	NOUN
fbem-29585	32	9	of	of	ADP
fbem-29585	32	10	diagnosed	diagnose	VERB
fbem-29585	32	11	diseases	disease	NOUN
fbem-29585	32	12	increases	increase	VERB
fbem-29585	32	13	with	with	ADP
fbem-29585	32	14	age	age	NOUN
fbem-29585	32	15	,	,	PUNCT
fbem-29585	32	16	older	old	ADJ
fbem-29585	32	17	people	people	NOUN
fbem-29585	32	18	usually	usually	ADV
fbem-29585	32	19	tend	tend	VERB
fbem-29585	32	20	to	to	PART
fbem-29585	32	21	decline	decline	VERB
fbem-29585	32	22	in	in	ADP
fbem-29585	32	23	physical	physical	ADJ
fbem-29585	32	24	function	function	NOUN
fbem-29585	32	25	.	.	PUNCT
fbem-29585	33	1	health	health	NOUN
fbem-29585	33	2	insurance	insurance	NOUN
fbem-29585	33	3	providers	provider	NOUN
fbem-29585	33	4	assess	assess	VERB
fbem-29585	33	5	people	people	NOUN
fbem-29585	33	6	based	base	VERB
fbem-29585	33	7	on	on	ADP
fbem-29585	33	8	age	age	NOUN
fbem-29585	33	9	and	and	CCONJ
fbem-29585	33	10	offer	offer	VERB
fbem-29585	33	11	health	health	NOUN
fbem-29585	33	12	insurance	insurance	NOUN
fbem-29585	33	13	premiums	premium	NOUN
fbem-29585	33	14	accordingly	accordingly	ADV
fbem-29585	33	15	(	(	PUNCT
fbem-29585	33	16	anderson	anderson	PROPN
fbem-29585	33	17	et	et	PROPN
fbem-29585	33	18	al	al	PROPN
fbem-29585	33	19	.	.	PROPN
fbem-29585	33	20	,	,	PUNCT
fbem-29585	33	21	50	50	NUM
fbem-29585	33	22	2012	2012	NUM
fbem-29585	33	23	)	)	PUNCT
fbem-29585	33	24	.	.	PUNCT
fbem-29585	34	1	2.2.3	2.2.3	X
fbem-29585	34	2	.	.	X
fbem-29585	34	3	body	body	NOUN
fbem-29585	34	4	mass	mass	PROPN
fbem-29585	34	5	index	index	NOUN
fbem-29585	34	6	(	(	PUNCT
fbem-29585	34	7	bmi	bmi	PROPN
fbem-29585	34	8	)	)	PUNCT
fbem-29585	34	9	bmi	bmi	NOUN
fbem-29585	34	10	is	be	AUX
fbem-29585	34	11	defined	define	VERB
fbem-29585	34	12	as	as	ADP
fbem-29585	34	13	an	an	DET
fbem-29585	34	14	indicator	indicator	NOUN
fbem-29585	34	15	to	to	PART
fbem-29585	34	16	measure	measure	VERB
fbem-29585	34	17	obesity	obesity	NOUN
fbem-29585	34	18	.	.	PUNCT
fbem-29585	35	1	a	a	DET
fbem-29585	35	2	bmi	bmi	NOUN
fbem-29585	35	3	over	over	ADP
fbem-29585	35	4	24.9	24.9	NUM
fbem-29585	35	5	is	be	AUX
fbem-29585	35	6	considered	consider	VERB
fbem-29585	35	7	overweight	overweight	ADJ
fbem-29585	35	8	and	and	CCONJ
fbem-29585	35	9	over	over	ADP
fbem-29585	35	10	30	30	NUM
fbem-29585	35	11	is	be	AUX
fbem-29585	35	12	considered	consider	VERB
fbem-29585	35	13	obese	obese	ADJ
fbem-29585	35	14	.	.	PUNCT
fbem-29585	36	1	xia	xia	PROPN
fbem-29585	36	2	(	(	PUNCT
fbem-29585	36	3	2023	2023	NUM
fbem-29585	36	4	)	)	PUNCT
fbem-29585	36	5	revealed	reveal	VERB
fbem-29585	36	6	that	that	SCONJ
fbem-29585	36	7	,	,	PUNCT
fbem-29585	36	8	if	if	SCONJ
fbem-29585	36	9	a	a	DET
fbem-29585	36	10	person	person	NOUN
fbem-29585	36	11	's	's	PART
fbem-29585	36	12	bmi	bmi	NOUN
fbem-29585	36	13	is	be	AUX
fbem-29585	36	14	at	at	ADP
fbem-29585	36	15	a	a	DET
fbem-29585	36	16	higher	high	ADJ
fbem-29585	36	17	level	level	NOUN
fbem-29585	36	18	,	,	PUNCT
fbem-29585	36	19	then	then	ADV
fbem-29585	36	20	that	that	DET
fbem-29585	36	21	person	person	NOUN
fbem-29585	36	22	will	will	AUX
fbem-29585	36	23	face	face	VERB
fbem-29585	36	24	a	a	DET
fbem-29585	36	25	higher	high	ADJ
fbem-29585	36	26	probability	probability	NOUN
fbem-29585	36	27	of	of	ADP
fbem-29585	36	28	transaction	transaction	NOUN
fbem-29585	36	29	from	from	ADP
fbem-29585	36	30	health	health	NOUN
fbem-29585	36	31	to	to	ADP
fbem-29585	36	32	death	death	NOUN
fbem-29585	36	33	,	,	PUNCT
fbem-29585	36	34	and	and	CCONJ
fbem-29585	36	35	the	the	DET
fbem-29585	36	36	cost	cost	NOUN
fbem-29585	36	37	of	of	ADP
fbem-29585	36	38	medical	medical	ADJ
fbem-29585	36	39	insurance	insurance	NOUN
fbem-29585	36	40	claims	claim	NOUN
fbem-29585	36	41	is	be	AUX
fbem-29585	36	42	also	also	ADV
fbem-29585	36	43	higher	high	ADJ
fbem-29585	36	44	.	.	PUNCT
fbem-29585	37	1	2.2.4	2.2.4	NUM
fbem-29585	37	2	.	.	X
fbem-29585	37	3	diabetes	diabetes	NOUN
fbem-29585	37	4	(	(	PUNCT
fbem-29585	37	5	d	d	X
fbem-29585	37	6	)	)	PUNCT
fbem-29585	37	7	diabetes	diabetes	NOUN
fbem-29585	37	8	is	be	AUX
fbem-29585	37	9	a	a	DET
fbem-29585	37	10	typical	typical	ADJ
fbem-29585	37	11	chronic	chronic	ADJ
fbem-29585	37	12	disease	disease	NOUN
fbem-29585	37	13	,	,	PUNCT
fbem-29585	37	14	and	and	CCONJ
fbem-29585	37	15	patients	patient	NOUN
fbem-29585	37	16	need	need	VERB
fbem-29585	37	17	to	to	PART
fbem-29585	37	18	invest	invest	VERB
fbem-29585	37	19	in	in	ADP
fbem-29585	37	20	long	long	ADJ
fbem-29585	37	21	-	-	PUNCT
fbem-29585	37	22	term	term	NOUN
fbem-29585	37	23	medical	medical	ADJ
fbem-29585	37	24	expenses	expense	NOUN
fbem-29585	37	25	to	to	PART
fbem-29585	37	26	maintain	maintain	VERB
fbem-29585	37	27	relative	relative	ADJ
fbem-29585	37	28	health	health	NOUN
fbem-29585	37	29	of	of	ADP
fbem-29585	37	30	the	the	DET
fbem-29585	37	31	body	body	NOUN
fbem-29585	37	32	system	system	NOUN
fbem-29585	37	33	.	.	PUNCT
fbem-29585	38	1	in	in	ADP
fbem-29585	38	2	recent	recent	ADJ
fbem-29585	38	3	years	year	NOUN
fbem-29585	38	4	,	,	PUNCT
fbem-29585	38	5	the	the	DET
fbem-29585	38	6	number	number	NOUN
fbem-29585	38	7	of	of	ADP
fbem-29585	38	8	people	people	NOUN
fbem-29585	38	9	with	with	ADP
fbem-29585	38	10	diabetes	diabetes	NOUN
fbem-29585	38	11	has	have	AUX
fbem-29585	38	12	increased	increase	VERB
fbem-29585	38	13	,	,	PUNCT
fbem-29585	38	14	and	and	CCONJ
fbem-29585	38	15	the	the	DET
fbem-29585	38	16	economic	economic	ADJ
fbem-29585	38	17	cost	cost	NOUN
fbem-29585	38	18	has	have	AUX
fbem-29585	38	19	also	also	ADV
fbem-29585	38	20	increased	increase	VERB
fbem-29585	38	21	,	,	PUNCT
fbem-29585	38	22	mainly	mainly	ADV
fbem-29585	38	23	because	because	SCONJ
fbem-29585	38	24	having	have	VERB
fbem-29585	38	25	diabetes	diabetes	NOUN
fbem-29585	38	26	makes	make	VERB
fbem-29585	38	27	health	health	NOUN
fbem-29585	38	28	insurance	insurance	NOUN
fbem-29585	38	29	more	more	ADV
fbem-29585	38	30	expensive	expensive	ADJ
fbem-29585	38	31	for	for	ADP
fbem-29585	38	32	that	that	DET
fbem-29585	38	33	person	person	NOUN
fbem-29585	38	34	(	(	PUNCT
fbem-29585	38	35	american	american	ADJ
fbem-29585	38	36	diabetes	diabetes	PROPN
fbem-29585	38	37	association	association	NOUN
fbem-29585	38	38	,	,	PUNCT
fbem-29585	38	39	2018	2018	NUM
fbem-29585	38	40	)	)	PUNCT
fbem-29585	38	41	.	.	PUNCT
fbem-29585	39	1	2.2.5	2.2.5	NUM
fbem-29585	39	2	.	.	X
fbem-29585	39	3	smoker	smoker	ADV
fbem-29585	39	4	(	(	PUNCT
fbem-29585	39	5	s	s	X
fbem-29585	39	6	)	)	PUNCT
fbem-29585	39	7	according	accord	VERB
fbem-29585	39	8	to	to	ADP
fbem-29585	39	9	epidemiological	epidemiological	ADJ
fbem-29585	39	10	studies	study	NOUN
fbem-29585	39	11	,	,	PUNCT
fbem-29585	39	12	smoking	smoking	NOUN
fbem-29585	39	13	behavior	behavior	NOUN
fbem-29585	39	14	will	will	AUX
fbem-29585	39	15	increase	increase	VERB
fbem-29585	39	16	the	the	DET
fbem-29585	39	17	probability	probability	NOUN
fbem-29585	39	18	of	of	ADP
fbem-29585	39	19	cancer	cancer	NOUN
fbem-29585	39	20	,	,	PUNCT
fbem-29585	39	21	a	a	DET
fbem-29585	39	22	serious	serious	ADJ
fbem-29585	39	23	threat	threat	NOUN
fbem-29585	39	24	to	to	ADP
fbem-29585	39	25	health	health	NOUN
fbem-29585	39	26	(	(	PUNCT
fbem-29585	39	27	yun	yun	PROPN
fbem-29585	39	28	et	et	PROPN
fbem-29585	39	29	al	al	PROPN
fbem-29585	39	30	.	.	PROPN
fbem-29585	39	31	,	,	PUNCT
fbem-29585	39	32	2005	2005	NUM
fbem-29585	39	33	)	)	PUNCT
fbem-29585	39	34	.	.	PUNCT
fbem-29585	40	1	consequently	consequently	ADV
fbem-29585	40	2	,	,	PUNCT
fbem-29585	40	3	smoking	smoking	NOUN
fbem-29585	40	4	can	can	AUX
fbem-29585	40	5	raise	raise	VERB
fbem-29585	40	6	the	the	DET
fbem-29585	40	7	opportunity	opportunity	NOUN
fbem-29585	40	8	of	of	ADP
fbem-29585	40	9	developing	develop	VERB
fbem-29585	40	10	certain	certain	ADJ
fbem-29585	40	11	medical	medical	ADJ
fbem-29585	40	12	disorders	disorder	NOUN
fbem-29585	40	13	,	,	PUNCT
fbem-29585	40	14	and	and	CCONJ
fbem-29585	40	15	insurers	insurer	NOUN
fbem-29585	40	16	may	may	AUX
fbem-29585	40	17	need	need	VERB
fbem-29585	40	18	to	to	PART
fbem-29585	40	19	pay	pay	VERB
fbem-29585	40	20	higher	high	ADJ
fbem-29585	40	21	medical	medical	ADJ
fbem-29585	40	22	insurance	insurance	NOUN
fbem-29585	40	23	costs	cost	NOUN
fbem-29585	40	24	for	for	ADP
fbem-29585	40	25	claims	claim	NOUN
fbem-29585	40	26	.	.	PUNCT
fbem-29585	41	1	2.2.6	2.2.6	X
fbem-29585	41	2	.	.	PUNCT
fbem-29585	42	1	gender	gender	NOUN
fbem-29585	42	2	(	(	PUNCT
fbem-29585	42	3	g	g	NOUN
fbem-29585	42	4	)	)	PUNCT
fbem-29585	42	5	males	male	NOUN
fbem-29585	42	6	and	and	CCONJ
fbem-29585	42	7	females	female	NOUN
fbem-29585	42	8	also	also	ADV
fbem-29585	42	9	have	have	VERB
fbem-29585	42	10	different	different	ADJ
fbem-29585	42	11	physical	physical	ADJ
fbem-29585	42	12	conditions	condition	NOUN
fbem-29585	42	13	which	which	PRON
fbem-29585	42	14	means	mean	VERB
fbem-29585	42	15	that	that	SCONJ
fbem-29585	42	16	the	the	DET
fbem-29585	42	17	probability	probability	NOUN
fbem-29585	42	18	of	of	ADP
fbem-29585	42	19	diseases	disease	NOUN
fbem-29585	42	20	might	might	AUX
fbem-29585	42	21	vary	vary	VERB
fbem-29585	42	22	by	by	ADP
fbem-29585	42	23	gender	gender	NOUN
fbem-29585	42	24	.	.	PUNCT
fbem-29585	43	1	agnieszka	agnieszka	PROPN
fbem-29585	43	2	(	(	PUNCT
fbem-29585	43	3	2020	2020	NUM
fbem-29585	43	4	)	)	PUNCT
fbem-29585	43	5	claimed	claim	VERB
fbem-29585	43	6	that	that	SCONJ
fbem-29585	43	7	women	woman	NOUN
fbem-29585	43	8	have	have	VERB
fbem-29585	43	9	greater	great	ADJ
fbem-29585	43	10	medical	medical	ADJ
fbem-29585	43	11	needs	need	NOUN
fbem-29585	43	12	for	for	ADP
fbem-29585	43	13	parturition	parturition	NOUN
fbem-29585	43	14	and	and	CCONJ
fbem-29585	43	15	gynecological	gynecological	ADJ
fbem-29585	43	16	problems	problem	NOUN
fbem-29585	43	17	,	,	PUNCT
fbem-29585	43	18	so	so	SCONJ
fbem-29585	43	19	women	woman	NOUN
fbem-29585	43	20	's	's	PART
fbem-29585	43	21	health	health	NOUN
fbem-29585	43	22	insurance	insurance	NOUN
fbem-29585	43	23	costs	cost	NOUN
fbem-29585	43	24	are	be	AUX
fbem-29585	43	25	higher	high	ADJ
fbem-29585	43	26	than	than	ADP
fbem-29585	43	27	men	man	NOUN
fbem-29585	43	28	's	's	PART
fbem-29585	43	29	.	.	PUNCT
fbem-29585	43	30	table	table	NOUN
fbem-29585	43	31	1	1	NUM
fbem-29585	43	32	.	.	PUNCT
fbem-29585	43	33	description	description	NOUN
fbem-29585	43	34	of	of	ADP
fbem-29585	43	35	the	the	DET
fbem-29585	43	36	variables	variables	ADJ
fbem-29585	43	37	variable	variable	ADJ
fbem-29585	43	38	description	description	NOUN
fbem-29585	43	39	unit	unit	NOUN
fbem-29585	43	40	medical	medical	ADJ
fbem-29585	43	41	insurance	insurance	NOUN
fbem-29585	43	42	cost	cost	NOUN
fbem-29585	43	43	(	(	PUNCT
fbem-29585	43	44	mic	mic	ADJ
fbem-29585	43	45	)	)	PUNCT
fbem-29585	43	46	medical	medical	ADJ
fbem-29585	43	47	cost	cost	NOUN
fbem-29585	43	48	of	of	ADP
fbem-29585	43	49	the	the	DET
fbem-29585	43	50	client	client	NOUN
fbem-29585	43	51	per	per	ADP
fbem-29585	43	52	year	year	NOUN
fbem-29585	43	53	.	.	PUNCT
fbem-29585	44	1	the	the	DET
fbem-29585	44	2	number	number	NOUN
fbem-29585	44	3	of	of	ADP
fbem-29585	44	4	claims	claim	NOUN
fbem-29585	44	5	that	that	SCONJ
fbem-29585	44	6	insurance	insurance	NOUN
fbem-29585	44	7	companies	company	NOUN
fbem-29585	44	8	need	need	VERB
fbem-29585	44	9	to	to	PART
fbem-29585	44	10	pay	pay	VERB
fbem-29585	44	11	for	for	ADP
fbem-29585	44	12	the	the	DET
fbem-29585	44	13	policyholders	policyholder	NOUN
fbem-29585	44	14	.	.	PUNCT
fbem-29585	45	1	us	we	PRON
fbem-29585	45	2	dollar	dollar	NOUN
fbem-29585	45	3	age	age	NOUN
fbem-29585	45	4	(	(	PUNCT
fbem-29585	45	5	a	a	X
fbem-29585	45	6	)	)	PUNCT
fbem-29585	45	7	present	present	ADJ
fbem-29585	45	8	age	age	NOUN
fbem-29585	45	9	of	of	ADP
fbem-29585	45	10	the	the	DET
fbem-29585	45	11	client	client	NOUN
fbem-29585	45	12	year	year	NOUN
fbem-29585	45	13	body	body	NOUN
fbem-29585	45	14	mass	mass	NOUN
fbem-29585	45	15	index	index	NOUN
fbem-29585	45	16	(	(	PUNCT
fbem-29585	45	17	bmi	bmi	PROPN
fbem-29585	45	18	)	)	PUNCT
fbem-29585	45	19	𝐵𝑀𝐼	𝐵𝑀𝐼	PROPN
fbem-29585	45	20	𝑤𝑒𝑖𝑔ℎ𝑡	𝑤𝑒𝑖𝑔ℎ𝑡	VERB
fbem-29585	45	21	ℎ𝑒𝑖𝑔ℎ𝑡²	ℎ𝑒𝑖𝑔ℎ𝑡²	PROPN
fbem-29585	45	22	kg/𝑚	kg/𝑚	ADJ
fbem-29585	45	23	diabetes	diabetes	NOUN
fbem-29585	45	24	(	(	PUNCT
fbem-29585	45	25	d	d	X
fbem-29585	45	26	)	)	PUNCT
fbem-29585	45	27	no	no	PRON
fbem-29585	45	28	–	–	PUNCT
fbem-29585	45	29	0	0	NUM
fbem-29585	45	30	,	,	PUNCT
fbem-29585	45	31	yes	yes	INTJ
fbem-29585	45	32	–	–	PUNCT
fbem-29585	45	33	1	1	NUM
fbem-29585	45	34	none	none	NOUN
fbem-29585	45	35	smoker	smoker	ADV
fbem-29585	45	36	(	(	PUNCT
fbem-29585	45	37	s	s	NOUN
fbem-29585	45	38	)	)	PUNCT
fbem-29585	45	39	no	no	PRON
fbem-29585	45	40	–	–	PUNCT
fbem-29585	45	41	0	0	NUM
fbem-29585	45	42	,	,	PUNCT
fbem-29585	45	43	yes	yes	INTJ
fbem-29585	45	44	–	–	PUNCT
fbem-29585	45	45	1	1	NUM
fbem-29585	45	46	none	none	NOUN
fbem-29585	45	47	gender	gender	NOUN
fbem-29585	45	48	(	(	PUNCT
fbem-29585	45	49	g	g	NOUN
fbem-29585	45	50	)	)	PUNCT
fbem-29585	45	51	male	male	NOUN
fbem-29585	45	52	–	–	PUNCT
fbem-29585	45	53	1	1	NUM
fbem-29585	45	54	,	,	PUNCT
fbem-29585	45	55	female	female	ADJ
fbem-29585	45	56	-0	-0	INTJ
fbem-29585	46	1	none	none	NOUN
fbem-29585	46	2	source	source	NOUN
fbem-29585	46	3	:	:	PUNCT
fbem-29585	46	4	author	author	NOUN
fbem-29585	46	5	-	-	PUNCT
fbem-29585	46	6	compiled	compile	VERB
fbem-29585	46	7	2.3	2.3	NUM
fbem-29585	46	8	.	.	PUNCT
fbem-29585	47	1	descriptive	descriptive	ADJ
fbem-29585	47	2	statistics	statistic	NOUN
fbem-29585	47	3	the	the	DET
fbem-29585	47	4	descriptive	descriptive	ADJ
fbem-29585	47	5	statistics	statistic	NOUN
fbem-29585	47	6	for	for	ADP
fbem-29585	47	7	initial	initial	ADJ
fbem-29585	47	8	data	datum	NOUN
fbem-29585	47	9	and	and	CCONJ
fbem-29585	47	10	the	the	DET
fbem-29585	47	11	relative	relative	NOUN
fbem-29585	47	12	.	.	PUNCT
fbem-29585	48	1	table	table	NOUN
fbem-29585	48	2	2	2	NUM
fbem-29585	48	3	.	.	PUNCT
fbem-29585	48	4	descriptive	descriptive	ADJ
fbem-29585	48	5	statistics	statistic	NOUN
fbem-29585	48	6	for	for	ADP
fbem-29585	48	7	initial	initial	ADJ
fbem-29585	48	8	data	datum	NOUN
fbem-29585	48	9	mic	mic	NOUN
fbem-29585	48	10	a	a	DET
fbem-29585	48	11	bmi	bmi	X
fbem-29585	48	12	d	d	X
fbem-29585	48	13	s	s	PROPN
fbem-29585	48	14	g	g	NOUN
fbem-29585	48	15	observation	observation	NOUN
fbem-29585	48	16	12761	12761	NUM
fbem-29585	48	17	12761	12761	NUM
fbem-29585	48	18	12761	12761	NUM
fbem-29585	48	19	12761	12761	NUM
fbem-29585	48	20	12761	12761	NUM
fbem-29585	48	21	12761	12761	NUM
fbem-29585	48	22	mean	mean	NOUN
fbem-29585	48	23	11591.45	11591.45	NUM
fbem-29585	48	24	39.63	39.63	NUM
fbem-29585	48	25	30.04	30.04	NUM
fbem-29585	48	26	0.77	0.77	NUM
fbem-29585	48	27	0.15	0.15	NUM
fbem-29585	48	28	1	1	NUM
fbem-29585	48	29	sd	sd	ADP
fbem-29585	48	30	10018.61	10018.61	NUM
fbem-29585	48	31	14.06	14.06	NUM
fbem-29585	48	32	6.05	6.05	NUM
fbem-29585	48	33	0.42	0.42	NUM
fbem-29585	48	34	0.36	0.36	NUM
fbem-29585	48	35	0.50	0.50	NUM
fbem-29585	48	36	minimum	minimum	NOUN
fbem-29585	48	37	1121.90	1121.90	NUM
fbem-29585	48	38	18	18	NUM
fbem-29585	48	39	16.00	16.00	NUM
fbem-29585	48	40	0	0	NUM
fbem-29585	48	41	0	0	NUM
fbem-29585	48	42	0	0	NUM
fbem-29585	48	43	median	median	NOUN
fbem-29585	48	44	8964.10	8964.10	NUM
fbem-29585	48	45	40	40	NUM
fbem-29585	48	46	29	29	NUM
fbem-29585	48	47	1	1	NUM
fbem-29585	48	48	0	0	NUM
fbem-29585	48	49	0	0	NUM
fbem-29585	48	50	maximum	maximum	NOUN
fbem-29585	48	51	58571.10	58571.10	NUM
fbem-29585	48	52	64	64	NUM
fbem-29585	48	53	53.10	53.10	NUM
fbem-29585	48	54	1	1	NUM
fbem-29585	48	55	1	1	NUM
fbem-29585	48	56	1	1	NUM
fbem-29585	48	57	source	source	NOUN
fbem-29585	48	58	:	:	PUNCT
fbem-29585	48	59	author	author	NOUN
fbem-29585	48	60	-	-	PUNCT
fbem-29585	48	61	compiled	compile	VERB
fbem-29585	48	62	figure	figure	NOUN
fbem-29585	48	63	1	1	NUM
fbem-29585	48	64	.	.	PUNCT
fbem-29585	48	65	relative	relative	ADJ
fbem-29585	48	66	frequency	frequency	NOUN
fbem-29585	48	67	of	of	ADP
fbem-29585	48	68	variables	variable	NOUN
fbem-29585	48	69	2.4	2.4	NUM
fbem-29585	48	70	.	.	PUNCT
fbem-29585	49	1	data	datum	NOUN
fbem-29585	49	2	processing	process	VERB
fbem-29585	49	3	the	the	DET
fbem-29585	49	4	correlation	correlation	NOUN
fbem-29585	49	5	between	between	ADP
fbem-29585	49	6	the	the	DET
fbem-29585	49	7	variables	variable	NOUN
fbem-29585	49	8	is	be	AUX
fbem-29585	49	9	shown	show	VERB
fbem-29585	49	10	in	in	ADP
fbem-29585	49	11	table	table	NOUN
fbem-29585	49	12	3	3	NUM
fbem-29585	49	13	.	.	PUNCT
fbem-29585	50	1	all	all	DET
fbem-29585	50	2	five	five	NUM
fbem-29585	50	3	variables	variable	NOUN
fbem-29585	50	4	have	have	VERB
fbem-29585	50	5	a	a	DET
fbem-29585	50	6	positive	positive	ADJ
fbem-29585	50	7	correlation	correlation	NOUN
fbem-29585	50	8	with	with	ADP
fbem-29585	50	9	mic	mic	ADJ
fbem-29585	50	10	,	,	PUNCT
fbem-29585	50	11	particularly	particularly	ADV
fbem-29585	50	12	age	age	NOUN
fbem-29585	50	13	and	and	CCONJ
fbem-29585	50	14	smoking	smoking	NOUN
fbem-29585	50	15	.	.	PUNCT
fbem-29585	51	1	this	this	PRON
fbem-29585	51	2	enables	enable	VERB
fbem-29585	51	3	us	we	PRON
fbem-29585	51	4	to	to	PART
fbem-29585	51	5	confirm	confirm	VERB
fbem-29585	51	6	that	that	SCONJ
fbem-29585	51	7	every	every	DET
fbem-29585	51	8	variable	variable	NOUN
fbem-29585	51	9	in	in	ADP
fbem-29585	51	10	the	the	DET
fbem-29585	51	11	model	model	NOUN
fbem-29585	51	12	is	be	AUX
fbem-29585	51	13	statistically	statistically	ADV
fbem-29585	51	14	significant	significant	ADJ
fbem-29585	51	15	and	and	CCONJ
fbem-29585	51	16	to	to	PART
fbem-29585	51	17	infer	infer	VERB
fbem-29585	51	18	the	the	DET
fbem-29585	51	19	relationships	relationship	NOUN
fbem-29585	51	20	between	between	ADP
fbem-29585	51	21	the	the	DET
fbem-29585	51	22	variables	variable	NOUN
fbem-29585	51	23	in	in	ADP
fbem-29585	51	24	a	a	DET
fbem-29585	51	25	preliminary	preliminary	ADJ
fbem-29585	51	26	manner	manner	NOUN
fbem-29585	51	27	.	.	PUNCT
fbem-29585	52	1	more	more	ADV
fbem-29585	52	2	specifically	specifically	ADV
fbem-29585	52	3	,	,	PUNCT
fbem-29585	52	4	we	we	PRON
fbem-29585	52	5	examine	examine	VERB
fbem-29585	52	6	the	the	DET
fbem-29585	52	7	variance	variance	NOUN
fbem-29585	52	8	inflation	inflation	NOUN
fbem-29585	52	9	factor	factor	NOUN
fbem-29585	52	10	(	(	PUNCT
fbem-29585	52	11	vif	vif	NOUN
fbem-29585	52	12	)	)	PUNCT
fbem-29585	52	13	to	to	PART
fbem-29585	52	14	test	test	VERB
fbem-29585	52	15	multicollinearity	multicollinearity	NOUN
fbem-29585	52	16	.	.	PUNCT
fbem-29585	53	1	table	table	NOUN
fbem-29585	53	2	4	4	NUM
fbem-29585	53	3	shows	show	VERB
fbem-29585	53	4	that	that	SCONJ
fbem-29585	53	5	the	the	DET
fbem-29585	53	6	vif	vif	NOUN
fbem-29585	53	7	values	value	NOUN
fbem-29585	53	8	for	for	ADP
fbem-29585	53	9	all	all	DET
fbem-29585	53	10	variables	variable	NOUN
fbem-29585	53	11	are	be	AUX
fbem-29585	53	12	close	close	ADJ
fbem-29585	53	13	to	to	ADP
fbem-29585	53	14	1	1	NUM
fbem-29585	53	15	,	,	PUNCT
fbem-29585	53	16	and	and	CCONJ
fbem-29585	53	17	the	the	DET
fbem-29585	53	18	corresponding	correspond	VERB
fbem-29585	53	19	1	1	NUM
fbem-29585	53	20	/	/	SYM
fbem-29585	53	21	vif	vif	NOUN
fbem-29585	53	22	values	value	NOUN
fbem-29585	53	23	range	range	VERB
fbem-29585	53	24	from	from	ADP
fbem-29585	53	25	0.951	0.951	NUM
fbem-29585	53	26	to	to	ADP
fbem-29585	53	27	0.992	0.992	NUM
fbem-29585	53	28	,	,	PUNCT
fbem-29585	53	29	indicating	indicate	VERB
fbem-29585	53	30	that	that	SCONJ
fbem-29585	53	31	there	there	PRON
fbem-29585	53	32	51	51	NUM
fbem-29585	53	33	is	be	AUX
fbem-29585	53	34	no	no	DET
fbem-29585	53	35	significant	significant	ADJ
fbem-29585	53	36	multicollinearity	multicollinearity	NOUN
fbem-29585	53	37	issue	issue	NOUN
fbem-29585	53	38	in	in	ADP
fbem-29585	53	39	the	the	DET
fbem-29585	53	40	model	model	NOUN
fbem-29585	53	41	.	.	PUNCT
fbem-29585	54	1	the	the	DET
fbem-29585	54	2	variables	variable	NOUN
fbem-29585	54	3	are	be	AUX
fbem-29585	54	4	nearly	nearly	ADV
fbem-29585	54	5	independent	independent	ADJ
fbem-29585	54	6	,	,	PUNCT
fbem-29585	54	7	with	with	ADP
fbem-29585	54	8	a	a	DET
fbem-29585	54	9	small	small	ADJ
fbem-29585	54	10	linear	linear	NOUN
fbem-29585	54	11	correlation	correlation	NOUN
fbem-29585	54	12	between	between	ADP
fbem-29585	54	13	them	they	PRON
fbem-29585	54	14	.	.	PUNCT
fbem-29585	55	1	this	this	PRON
fbem-29585	55	2	means	mean	VERB
fbem-29585	55	3	each	each	DET
fbem-29585	55	4	variable	variable	NOUN
fbem-29585	55	5	contributes	contribute	VERB
fbem-29585	55	6	independently	independently	ADV
fbem-29585	55	7	to	to	ADP
fbem-29585	55	8	the	the	DET
fbem-29585	55	9	model	model	NOUN
fbem-29585	55	10	without	without	ADP
fbem-29585	55	11	interference	interference	NOUN
fbem-29585	55	12	,	,	PUNCT
fbem-29585	55	13	ensuring	ensure	VERB
fbem-29585	55	14	the	the	DET
fbem-29585	55	15	model	model	NOUN
fbem-29585	55	16	's	's	PART
fbem-29585	55	17	stability	stability	NOUN
fbem-29585	55	18	.	.	PUNCT
fbem-29585	56	1	therefore	therefore	ADV
fbem-29585	56	2	,	,	PUNCT
fbem-29585	56	3	there	there	PRON
fbem-29585	56	4	is	be	VERB
fbem-29585	56	5	no	no	DET
fbem-29585	56	6	need	need	NOUN
fbem-29585	56	7	to	to	PART
fbem-29585	56	8	adjust	adjust	VERB
fbem-29585	56	9	the	the	DET
fbem-29585	56	10	variables	variable	NOUN
fbem-29585	56	11	.	.	PUNCT
fbem-29585	57	1	table	table	NOUN
fbem-29585	57	2	3	3	NUM
fbem-29585	57	3	.	.	PUNCT
fbem-29585	57	4	correlation	correlation	NOUN
fbem-29585	57	5	mic	mic	ADJ
fbem-29585	57	6	a	a	DET
fbem-29585	57	7	bmi	bmi	X
fbem-29585	58	1	d	d	X
fbem-29585	58	2	s	s	PART
fbem-29585	58	3	g	g	NOUN
fbem-29585	58	4	mic	mic	ADJ
fbem-29585	58	5	correlation	correlation	NOUN
fbem-29585	58	6	1	1	NUM
fbem-29585	58	7	p	p	NOUN
fbem-29585	58	8	-	-	PUNCT
fbem-29585	58	9	value	value	NOUN
fbem-29585	58	10	a	a	DET
fbem-29585	58	11	correlation	correlation	NOUN
fbem-29585	58	12	.377	.377	NUM
fbem-29585	58	13	*	*	NOUN
fbem-29585	58	14	*	*	PUNCT
fbem-29585	58	15	1	1	NUM
fbem-29585	58	16	p	p	NOUN
fbem-29585	58	17	-	-	PUNCT
fbem-29585	58	18	value	value	NOUN
fbem-29585	58	19	0.000	0.000	NUM
fbem-29585	58	20	bmi	bmi	NOUN
fbem-29585	58	21	correlation	correlation	NOUN
fbem-29585	58	22	.137	.137	NOUN
fbem-29585	58	23	*	*	SYM
fbem-29585	58	24	*	*	PUNCT
fbem-29585	58	25	.192	.192	NUM
fbem-29585	58	26	*	*	X
fbem-29585	58	27	*	*	PUNCT
fbem-29585	58	28	1	1	NUM
fbem-29585	58	29	p	p	ADJ
fbem-29585	58	30	-	-	PUNCT
fbem-29585	58	31	value	value	NOUN
fbem-29585	58	32	0.001	0.001	NUM
fbem-29585	58	33	0.001	0.001	NUM
fbem-29585	58	34	d	d	NOUN
fbem-29585	58	35	correlation	correlation	NOUN
fbem-29585	58	36	.091	.091	NUM
fbem-29585	58	37	*	*	PROPN
fbem-29585	58	38	*	*	PUNCT
fbem-29585	58	39	.069	.069	NUM
fbem-29585	58	40	*	*	PUNCT
fbem-29585	58	41	*	*	NOUN
fbem-29585	58	42	.063	.063	NUM
fbem-29585	58	43	*	*	PUNCT
fbem-29585	58	44	*	*	PUNCT
fbem-29585	58	45	1	1	NUM
fbem-29585	58	46	p	p	ADJ
fbem-29585	58	47	-	-	PUNCT
fbem-29585	58	48	value	value	NOUN
fbem-29585	58	49	0.001	0.001	NUM
fbem-29585	58	50	0.001	0.001	NUM
fbem-29585	58	51	0.001	0.001	NUM
fbem-29585	58	52	s	s	NOUN
fbem-29585	58	53	correlation	correlation	NOUN
fbem-29585	58	54	.694	.694	NOUN
fbem-29585	58	55	*	*	PUNCT
fbem-29585	58	56	*	*	PUNCT
fbem-29585	59	1	-.018	-.018	PROPN
fbem-29585	59	2	*	*	PUNCT
fbem-29585	59	3	-.061	-.061	PROPN
fbem-29585	59	4	*	*	PROPN
fbem-29585	59	5	*	*	PROPN
fbem-29585	59	6	.012	.012	NUM
fbem-29585	59	7	1	1	NUM
fbem-29585	59	8	p	p	NOUN
fbem-29585	59	9	-	-	PUNCT
fbem-29585	59	10	value	value	NOUN
fbem-29585	59	11	0.000	0.000	NUM
fbem-29585	59	12	0.001	0.001	NUM
fbem-29585	59	13	0.001	0.001	NUM
fbem-29585	59	14	0.175	0.175	NUM
fbem-29585	59	15	g	g	NOUN
fbem-29585	59	16	correlation	correlation	NOUN
fbem-29585	59	17	.049	.049	NUM
fbem-29585	59	18	*	*	PROPN
fbem-29585	59	19	*	*	NOUN
fbem-29585	59	20	.017	.017	NUM
fbem-29585	59	21	.068	.068	NUM
fbem-29585	59	22	*	*	PUNCT
fbem-29585	59	23	*	*	PUNCT
fbem-29585	59	24	-.022	-.022	PROPN
fbem-29585	59	25	*	*	NOUN
fbem-29585	59	26	.070	.070	NUM
fbem-29585	59	27	*	*	PUNCT
fbem-29585	59	28	*	*	PUNCT
fbem-29585	59	29	1	1	NUM
fbem-29585	59	30	p	p	ADJ
fbem-29585	59	31	-	-	PUNCT
fbem-29585	59	32	value	value	NOUN
fbem-29585	59	33	0.001	0.001	NUM
fbem-29585	59	34	0.052	0.052	NUM
fbem-29585	59	35	0.001	0.001	NUM
fbem-29585	59	36	0.014	0.014	NUM
fbem-29585	59	37	0.001	0.001	NUM
fbem-29585	59	38	*	*	PUNCT
fbem-29585	59	39	p<0.05	p<0.05	NOUN
fbem-29585	59	40	,	,	PUNCT
fbem-29585	59	41	*	*	PUNCT
fbem-29585	59	42	*	*	PUNCT
fbem-29585	59	43	p<0.01	p<0.01	PROPN
fbem-29585	59	44	,	,	PUNCT
fbem-29585	59	45	*	*	PUNCT
fbem-29585	59	46	*	*	PUNCT
fbem-29585	59	47	*	*	PUNCT
fbem-29585	59	48	p<0.001	p<0.001	ADJ
fbem-29585	59	49	source	source	NOUN
fbem-29585	59	50	:	:	PUNCT
fbem-29585	59	51	author	author	NOUN
fbem-29585	59	52	-	-	PUNCT
fbem-29585	59	53	compiled	compile	VERB
fbem-29585	59	54	table	table	NOUN
fbem-29585	59	55	4	4	NUM
fbem-29585	59	56	.	.	PUNCT
fbem-29585	59	57	vif	vif	PROPN
fbem-29585	59	58	variable	variable	PROPN
fbem-29585	59	59	vif	vif	PROPN
fbem-29585	59	60	1	1	NUM
fbem-29585	59	61	/	/	SYM
fbem-29585	59	62	vif	vif	X
fbem-29585	59	63	a	a	DET
fbem-29585	59	64	1.040	1.040	NUM
fbem-29585	59	65	0.960	0.960	NUM
fbem-29585	59	66	g	g	PROPN
fbem-29585	59	67	1.010	1.010	NUM
fbem-29585	59	68	0.989	0.989	NUM
fbem-29585	59	69	bmi	bmi	NOUN
fbem-29585	59	70	1.050	1.050	NUM
fbem-29585	59	71	0.951	0.951	NUM
fbem-29585	59	72	d	d	ADP
fbem-29585	59	73	1.010	1.010	NUM
fbem-29585	59	74	0.992	0.992	NUM
fbem-29585	59	75	s	s	PART
fbem-29585	59	76	1.010	1.010	NUM
fbem-29585	59	77	0.991	0.991	NUM
fbem-29585	59	78	mean	mean	NOUN
fbem-29585	59	79	vif	vif	PROPN
fbem-29585	59	80	1.020	1.020	NUM
fbem-29585	59	81	source	source	NOUN
fbem-29585	59	82	:	:	PUNCT
fbem-29585	59	83	author	author	NOUN
fbem-29585	59	84	-	-	PUNCT
fbem-29585	59	85	compiled	compile	VERB
fbem-29585	59	86	3	3	NUM
fbem-29585	59	87	.	.	PUNCT
fbem-29585	59	88	empirical	empirical	ADJ
fbem-29585	59	89	model	model	NOUN
fbem-29585	59	90	and	and	CCONJ
fbem-29585	59	91	hypotheses	hypothesis	NOUN
fbem-29585	59	92	3.1	3.1	NUM
fbem-29585	59	93	.	.	PUNCT
fbem-29585	59	94	hypothesis	hypothesis	NOUN
fbem-29585	59	95	h0	h0	NOUN
fbem-29585	59	96	(	(	PUNCT
fbem-29585	59	97	null	null	ADJ
fbem-29585	59	98	hypothesis	hypothesis	NOUN
fbem-29585	59	99	):	):	PUNCT
fbem-29585	59	100	β1=0	β1=0	PROPN
fbem-29585	59	101	there	there	PRON
fbem-29585	59	102	is	be	VERB
fbem-29585	59	103	no	no	DET
fbem-29585	59	104	significant	significant	ADJ
fbem-29585	59	105	relationship	relationship	NOUN
fbem-29585	59	106	between	between	ADP
fbem-29585	59	107	the	the	DET
fbem-29585	59	108	main	main	ADJ
fbem-29585	59	109	variable	variable	NOUN
fbem-29585	59	110	and	and	CCONJ
fbem-29585	59	111	the	the	DET
fbem-29585	59	112	dependent	dependent	ADJ
fbem-29585	59	113	variable	variable	NOUN
fbem-29585	59	114	.	.	PUNCT
fbem-29585	60	1	h1	h1	PROPN
fbem-29585	60	2	(	(	PUNCT
fbem-29585	60	3	alternative	alternative	ADJ
fbem-29585	60	4	hypothesis	hypothesis	NOUN
fbem-29585	60	5	):	):	PUNCT
fbem-29585	60	6	β1≠0	β1≠0	NOUN
fbem-29585	60	7	there	there	PRON
fbem-29585	60	8	is	be	VERB
fbem-29585	60	9	a	a	DET
fbem-29585	60	10	significant	significant	ADJ
fbem-29585	60	11	relationship	relationship	NOUN
fbem-29585	60	12	between	between	ADP
fbem-29585	60	13	the	the	DET
fbem-29585	60	14	main	main	ADJ
fbem-29585	60	15	variable	variable	NOUN
fbem-29585	60	16	and	and	CCONJ
fbem-29585	60	17	the	the	DET
fbem-29585	60	18	dependent	dependent	ADJ
fbem-29585	60	19	variable	variable	NOUN
fbem-29585	60	20	.	.	PUNCT
fbem-29585	61	1	3.2	3.2	NUM
fbem-29585	61	2	.	.	PUNCT
fbem-29585	61	3	hypothesis	hypothesis	NOUN
fbem-29585	61	4	testing	testing	NOUN
fbem-29585	61	5	for	for	ADP
fbem-29585	61	6	the	the	DET
fbem-29585	61	7	main	main	ADJ
fbem-29585	61	8	variable	variable	NOUN
fbem-29585	61	9	based	base	VERB
fbem-29585	61	10	on	on	ADP
fbem-29585	61	11	the	the	DET
fbem-29585	61	12	hypothesis	hypothesis	NOUN
fbem-29585	61	13	test	test	NOUN
fbem-29585	61	14	results	result	NOUN
fbem-29585	61	15	from	from	ADP
fbem-29585	61	16	table	table	NOUN
fbem-29585	61	17	5	5	NUM
fbem-29585	61	18	,	,	PUNCT
fbem-29585	61	19	age	age	NOUN
fbem-29585	61	20	is	be	AUX
fbem-29585	61	21	highly	highly	ADV
fbem-29585	61	22	suitable	suitable	ADJ
fbem-29585	61	23	as	as	ADP
fbem-29585	61	24	the	the	DET
fbem-29585	61	25	main	main	ADJ
fbem-29585	61	26	variable	variable	NOUN
fbem-29585	61	27	due	due	ADP
fbem-29585	61	28	to	to	ADP
fbem-29585	61	29	its	its	PRON
fbem-29585	61	30	statistically	statistically	ADV
fbem-29585	61	31	significant	significant	ADJ
fbem-29585	61	32	and	and	CCONJ
fbem-29585	61	33	strong	strong	ADJ
fbem-29585	61	34	relationship	relationship	NOUN
fbem-29585	61	35	with	with	ADP
fbem-29585	61	36	mic	mic	NOUN
fbem-29585	61	37	.	.	PUNCT
fbem-29585	62	1	the	the	DET
fbem-29585	62	2	p	p	NOUN
fbem-29585	62	3	-	-	PUNCT
fbem-29585	62	4	value	value	NOUN
fbem-29585	62	5	for	for	ADP
fbem-29585	62	6	age	age	NOUN
fbem-29585	62	7	is	be	AUX
fbem-29585	62	8	0.000	0.000	NUM
fbem-29585	62	9	,	,	PUNCT
fbem-29585	62	10	allowing	allow	VERB
fbem-29585	62	11	us	we	PRON
fbem-29585	62	12	to	to	PART
fbem-29585	62	13	reject	reject	VERB
fbem-29585	62	14	the	the	DET
fbem-29585	62	15	null	null	ADJ
fbem-29585	62	16	hypothesis	hypothesis	NOUN
fbem-29585	62	17	and	and	CCONJ
fbem-29585	62	18	conclude	conclude	VERB
fbem-29585	62	19	that	that	PRON
fbem-29585	62	20	age	age	NOUN
fbem-29585	62	21	has	have	VERB
fbem-29585	62	22	a	a	DET
fbem-29585	62	23	significant	significant	ADJ
fbem-29585	62	24	impact	impact	NOUN
fbem-29585	62	25	on	on	ADP
fbem-29585	62	26	the	the	DET
fbem-29585	62	27	dependent	dependent	ADJ
fbem-29585	62	28	variable	variable	NOUN
fbem-29585	62	29	.	.	PUNCT
fbem-29585	63	1	furthermore	furthermore	ADV
fbem-29585	63	2	,	,	PUNCT
fbem-29585	63	3	the	the	DET
fbem-29585	63	4	robust	robust	ADJ
fbem-29585	63	5	standard	standard	ADJ
fbem-29585	63	6	error	error	NOUN
fbem-29585	63	7	of	of	ADP
fbem-29585	63	8	5.845	5.845	NUM
fbem-29585	63	9	and	and	CCONJ
fbem-29585	63	10	a	a	DET
fbem-29585	63	11	high	high	ADJ
fbem-29585	63	12	t	t	NOUN
fbem-29585	63	13	-	-	PUNCT
fbem-29585	63	14	test	test	NOUN
fbem-29585	63	15	value	value	NOUN
fbem-29585	63	16	of	of	ADP
fbem-29585	63	17	45.91	45.91	NUM
fbem-29585	63	18	confirm	confirm	VERB
fbem-29585	63	19	the	the	DET
fbem-29585	63	20	precision	precision	NOUN
fbem-29585	63	21	and	and	CCONJ
fbem-29585	63	22	strength	strength	NOUN
fbem-29585	63	23	of	of	ADP
fbem-29585	63	24	this	this	DET
fbem-29585	63	25	relationship	relationship	NOUN
fbem-29585	63	26	.	.	PUNCT
fbem-29585	64	1	from	from	ADP
fbem-29585	64	2	a	a	DET
fbem-29585	64	3	theoretical	theoretical	ADJ
fbem-29585	64	4	perspective	perspective	NOUN
fbem-29585	64	5	,	,	PUNCT
fbem-29585	64	6	it	it	PRON
fbem-29585	64	7	is	be	AUX
fbem-29585	64	8	also	also	ADV
fbem-29585	64	9	reasonable	reasonable	ADJ
fbem-29585	64	10	to	to	PART
fbem-29585	64	11	expect	expect	VERB
fbem-29585	64	12	that	that	PRON
fbem-29585	64	13	age	age	NOUN
fbem-29585	64	14	could	could	AUX
fbem-29585	64	15	influence	influence	VERB
fbem-29585	64	16	the	the	DET
fbem-29585	64	17	dependent	dependent	ADJ
fbem-29585	64	18	variable	variable	NOUN
fbem-29585	64	19	,	,	PUNCT
fbem-29585	64	20	as	as	SCONJ
fbem-29585	64	21	aging	age	VERB
fbem-29585	64	22	may	may	AUX
fbem-29585	64	23	correlate	correlate	VERB
fbem-29585	64	24	with	with	ADP
fbem-29585	64	25	higher	high	ADJ
fbem-29585	64	26	health	health	NOUN
fbem-29585	64	27	risks	risk	NOUN
fbem-29585	64	28	or	or	CCONJ
fbem-29585	64	29	insurance	insurance	NOUN
fbem-29585	64	30	claim	claim	NOUN
fbem-29585	64	31	amounts	amount	VERB
fbem-29585	64	32	.	.	PUNCT
fbem-29585	65	1	table	table	NOUN
fbem-29585	65	2	5	5	NUM
fbem-29585	65	3	.	.	X
fbem-29585	65	4	hypothesis	hypothesis	NOUN
fbem-29585	65	5	test	test	NOUN
fbem-29585	65	6	mic	mic	ADJ
fbem-29585	65	7	coefficient	coefficient	NOUN
fbem-29585	65	8	robust	robust	ADJ
fbem-29585	65	9	stand	stand	NOUN
fbem-29585	65	10	error	error	NOUN
fbem-29585	65	11	t	t	NOUN
fbem-29585	65	12	-	-	PUNCT
fbem-29585	65	13	test	test	NOUN
fbem-29585	65	14	p	p	NOUN
fbem-29585	65	15	-	-	PUNCT
fbem-29585	65	16	value	value	NOUN
fbem-29585	65	17	a	a	DET
fbem-29585	65	18	268.340	268.340	NUM
fbem-29585	65	19	5.845	5.845	NUM
fbem-29585	65	20	45.91	45.91	NUM
fbem-29585	65	21	0.000	0.000	NUM
fbem-29585	65	22	constant	constant	ADJ
fbem-29585	65	23	957.204	957.204	NUM
fbem-29585	65	24	245.768	245.768	NUM
fbem-29585	65	25	3.89	3.89	NUM
fbem-29585	65	26	0.000	0.000	NUM
fbem-29585	65	27	source	source	NOUN
fbem-29585	65	28	:	:	PUNCT
fbem-29585	65	29	author	author	NOUN
fbem-29585	65	30	-	-	PUNCT
fbem-29585	65	31	compiled	compile	VERB
fbem-29585	65	32	3.3	3.3	NUM
fbem-29585	65	33	.	.	PUNCT
fbem-29585	66	1	model	model	NOUN
fbem-29585	66	2	selection	selection	NOUN
fbem-29585	66	3	based	base	VERB
fbem-29585	66	4	on	on	ADP
fbem-29585	66	5	these	these	DET
fbem-29585	66	6	findings	finding	NOUN
fbem-29585	66	7	,	,	PUNCT
fbem-29585	66	8	choosing	choose	VERB
fbem-29585	66	9	the	the	DET
fbem-29585	66	10	multiple	multiple	ADJ
fbem-29585	66	11	linear	linear	PROPN
fbem-29585	66	12	regression	regression	NOUN
fbem-29585	66	13	model	model	NOUN
fbem-29585	66	14	aligns	align	VERB
fbem-29585	66	15	well	well	ADV
fbem-29585	66	16	with	with	ADP
fbem-29585	66	17	the	the	DET
fbem-29585	66	18	basic	basic	ADJ
fbem-29585	66	19	principles	principle	NOUN
fbem-29585	66	20	of	of	ADP
fbem-29585	66	21	econometrics	econometric	NOUN
fbem-29585	66	22	,	,	PUNCT
fbem-29585	66	23	which	which	PRON
fbem-29585	66	24	state	state	NOUN
fbem-29585	66	25	that	that	SCONJ
fbem-29585	66	26	maintaining	maintain	VERB
fbem-29585	66	27	the	the	DET
fbem-29585	66	28	validity	validity	NOUN
fbem-29585	66	29	and	and	CCONJ
fbem-29585	66	30	integrity	integrity	NOUN
fbem-29585	66	31	of	of	ADP
fbem-29585	66	32	the	the	DET
fbem-29585	66	33	model	model	NOUN
fbem-29585	66	34	's	's	PART
fbem-29585	66	35	estimations	estimation	NOUN
fbem-29585	66	36	depends	depend	VERB
fbem-29585	66	37	critically	critically	ADV
fbem-29585	66	38	on	on	ADP
fbem-29585	66	39	assigning	assign	VERB
fbem-29585	66	40	the	the	DET
fbem-29585	66	41	variable	variable	NOUN
fbem-29585	66	42	of	of	ADP
fbem-29585	66	43	interest	interest	NOUN
fbem-29585	66	44	nearly	nearly	ADV
fbem-29585	66	45	at	at	ADP
fbem-29585	66	46	random	random	ADJ
fbem-29585	66	47	while	while	SCONJ
fbem-29585	66	48	holding	hold	VERB
fbem-29585	66	49	the	the	DET
fbem-29585	66	50	control	control	NOUN
fbem-29585	66	51	variables	variable	NOUN
fbem-29585	66	52	constant	constant	ADJ
fbem-29585	66	53	.	.	PUNCT
fbem-29585	67	1	this	this	DET
fbem-29585	67	2	method	method	NOUN
fbem-29585	67	3	improves	improve	VERB
fbem-29585	67	4	the	the	DET
fbem-29585	67	5	study	study	NOUN
fbem-29585	67	6	's	's	PART
fbem-29585	67	7	analytical	analytical	ADJ
fbem-29585	67	8	rigor	rigor	NOUN
fbem-29585	67	9	and	and	CCONJ
fbem-29585	67	10	the	the	DET
fbem-29585	67	11	findings	finding	NOUN
fbem-29585	67	12	'	'	PART
fbem-29585	67	13	dependability	dependability	NOUN
fbem-29585	67	14	,	,	PUNCT
fbem-29585	67	15	allowing	allow	VERB
fbem-29585	67	16	for	for	ADP
fbem-29585	67	17	an	an	DET
fbem-29585	67	18	objective	objective	ADJ
fbem-29585	67	19	and	and	CCONJ
fbem-29585	67	20	reliable	reliable	ADJ
fbem-29585	67	21	age	age	NOUN
fbem-29585	67	22	coefficient	coefficient	NOUN
fbem-29585	67	23	estimator	estimator	NOUN
fbem-29585	67	24	.	.	PUNCT
fbem-29585	68	1	additionally	additionally	ADV
fbem-29585	68	2	,	,	PUNCT
fbem-29585	68	3	it	it	PRON
fbem-29585	68	4	guarantees	guarantee	VERB
fbem-29585	68	5	that	that	SCONJ
fbem-29585	68	6	the	the	DET
fbem-29585	68	7	cost	cost	NOUN
fbem-29585	68	8	of	of	ADP
fbem-29585	68	9	medical	medical	ADJ
fbem-29585	68	10	insurance	insurance	NOUN
fbem-29585	68	11	by	by	ADP
fbem-29585	68	12	age	age	NOUN
fbem-29585	68	13	is	be	AUX
fbem-29585	68	14	interpreted	interpret	VERB
fbem-29585	68	15	causally	causally	ADV
fbem-29585	68	16	.	.	PUNCT
fbem-29585	69	1	3.3.1	3.3.1	X
fbem-29585	69	2	.	.	PUNCT
fbem-29585	69	3	model	model	NOUN
fbem-29585	69	4	1	1	NUM
fbem-29585	69	5	according	accord	VERB
fbem-29585	69	6	to	to	ADP
fbem-29585	69	7	the	the	DET
fbem-29585	69	8	result	result	NOUN
fbem-29585	69	9	of	of	ADP
fbem-29585	69	10	hypothesis	hypothesis	NOUN
fbem-29585	69	11	testing	testing	NOUN
fbem-29585	69	12	,	,	PUNCT
fbem-29585	69	13	we	we	PRON
fbem-29585	69	14	set	set	VERB
fbem-29585	69	15	age	age	NOUN
fbem-29585	69	16	as	as	ADP
fbem-29585	69	17	the	the	DET
fbem-29585	69	18	main	main	ADJ
fbem-29585	69	19	variable	variable	NOUN
fbem-29585	69	20	.	.	PUNCT
fbem-29585	70	1	mic	mic	ADJ
fbem-29585	70	2	=	=	NOUN
fbem-29585	70	3	β0+β1a+β2bmi+β3d+β4g+ui	β0+β1a+β2bmi+β3d+β4g+ui	NOUN
fbem-29585	70	4	,	,	PUNCT
fbem-29585	70	5	i=1	i=1	X
fbem-29585	70	6	,	,	PUNCT
fbem-29585	70	7	2	2	NUM
fbem-29585	70	8	,	,	PUNCT
fbem-29585	70	9	3	3	NUM
fbem-29585	70	10	...	...	SYM
fbem-29585	70	11	12761	12761	NUM
fbem-29585	70	12	mic	mic	NOUN
fbem-29585	70	13	:	:	PUNCT
fbem-29585	70	14	dependent	dependent	ADJ
fbem-29585	70	15	variable	variable	NOUN
fbem-29585	70	16	represents	represent	VERB
fbem-29585	70	17	medical	medical	ADJ
fbem-29585	70	18	insurance	insurance	NOUN
fbem-29585	70	19	cost	cost	NOUN
fbem-29585	70	20	a	a	PRON
fbem-29585	70	21	,	,	PUNCT
fbem-29585	70	22	bmi	bmi	PROPN
fbem-29585	70	23	,	,	PUNCT
fbem-29585	70	24	d	d	X
fbem-29585	70	25	,	,	PUNCT
fbem-29585	70	26	g	g	NOUN
fbem-29585	70	27	:	:	PUNCT
fbem-29585	70	28	age	age	NOUN
fbem-29585	70	29	,	,	PUNCT
fbem-29585	70	30	body	body	NOUN
fbem-29585	70	31	mass	mass	PROPN
fbem-29585	70	32	index	index	NOUN
fbem-29585	70	33	,	,	PUNCT
fbem-29585	70	34	diabetes	diabetes	NOUN
fbem-29585	70	35	and	and	CCONJ
fbem-29585	70	36	gender	gender	NOUN
fbem-29585	70	37	,	,	PUNCT
fbem-29585	70	38	respectively	respectively	ADV
fbem-29585	70	39	ui	ui	NOUN
fbem-29585	70	40	:	:	PUNCT
fbem-29585	70	41	regression	regression	NOUN
fbem-29585	70	42	error	error	NOUN
fbem-29585	70	43	β0	β0	NOUN
fbem-29585	70	44	:	:	PUNCT
fbem-29585	70	45	population	population	NOUN
fbem-29585	70	46	intercept	intercept	NOUN
fbem-29585	70	47	β1	β1	PROPN
fbem-29585	70	48	,	,	PUNCT
fbem-29585	70	49	β2	β2	NOUN
fbem-29585	70	50	,	,	PUNCT
fbem-29585	70	51	β3	β3	PROPN
fbem-29585	70	52	,	,	PUNCT
fbem-29585	70	53	β4	β4	VERB
fbem-29585	70	54	:	:	PUNCT
fbem-29585	70	55	the	the	DET
fbem-29585	70	56	corresponding	corresponding	ADJ
fbem-29585	70	57	coefficients	coefficient	NOUN
fbem-29585	70	58	for	for	ADP
fbem-29585	70	59	the	the	DET
fbem-29585	70	60	independent	independent	ADJ
fbem-29585	70	61	variables	variable	NOUN
fbem-29585	70	62	table	table	NOUN
fbem-29585	70	63	6	6	NUM
fbem-29585	70	64	.	.	PUNCT
fbem-29585	70	65	model	model	NOUN
fbem-29585	70	66	1	1	NUM
fbem-29585	70	67	result	result	NOUN
fbem-29585	70	68	variable	variable	ADJ
fbem-29585	70	69	coefficient	coefficient	NOUN
fbem-29585	70	70	robust	robust	ADJ
fbem-29585	70	71	stand	stand	NOUN
fbem-29585	70	72	error	error	NOUN
fbem-29585	70	73	tstatistic	tstatistic	ADJ
fbem-29585	70	74	p	p	NOUN
fbem-29585	70	75	-	-	PUNCT
fbem-29585	70	76	value	value	NOUN
fbem-29585	70	77	a	a	DET
fbem-29585	70	78	256.340	256.340	NUM
fbem-29585	70	79	*	*	PUNCT
fbem-29585	70	80	*	*	PUNCT
fbem-29585	70	81	*	*	PUNCT
fbem-29585	70	82	6.099	6.099	NUM
fbem-29585	70	83	42.03	42.03	NUM
fbem-29585	70	84	0.000	0.000	NUM
fbem-29585	70	85	bmi	bmi	NOUN
fbem-29585	71	1	101.323	101.323	NUM
fbem-29585	71	2	*	*	PUNCT
fbem-29585	71	3	*	*	PUNCT
fbem-29585	71	4	*	*	PUNCT
fbem-29585	72	1	13.866	13.866	NUM
fbem-29585	72	2	7.31	7.31	NUM
fbem-29585	72	3	0.000	0.000	NUM
fbem-29585	72	4	d	d	NOUN
fbem-29585	72	5	1521.672	1521.672	NUM
fbem-29585	72	6	*	*	NOUN
fbem-29585	72	7	*	*	PUNCT
fbem-29585	72	8	*	*	PUNCT
fbem-29585	72	9	164.617	164.617	NUM
fbem-29585	72	10	9.24	9.24	NUM
fbem-29585	72	11	0.000	0.000	NUM
fbem-29585	72	12	g	g	ADP
fbem-29585	72	13	804.013	804.013	NUM
fbem-29585	72	14	*	*	PUNCT
fbem-29585	72	15	*	*	PUNCT
fbem-29585	72	16	*	*	PUNCT
fbem-29585	72	17	164.303	164.303	NUM
fbem-29585	72	18	4.89	4.89	NUM
fbem-29585	72	19	0.000	0.000	NUM
fbem-29585	72	20	constant	constant	ADJ
fbem-29585	72	21	-3177.339	-3177.339	PUNCT
fbem-29585	72	22	*	*	PUNCT
fbem-29585	72	23	*	*	PUNCT
fbem-29585	72	24	*	*	PUNCT
fbem-29585	72	25	439.881	439.881	NUM
fbem-29585	72	26	-7.22	-7.22	NOUN
fbem-29585	72	27	0.000	0.000	NUM
fbem-29585	72	28	r	r	NOUN
fbem-29585	72	29	-	-	PUNCT
fbem-29585	72	30	squared	square	VERB
fbem-29585	72	31	0.152	0.152	NUM
fbem-29585	72	32	source	source	NOUN
fbem-29585	72	33	:	:	PUNCT
fbem-29585	72	34	author	author	NOUN
fbem-29585	72	35	-	-	PUNCT
fbem-29585	72	36	compiled	compile	VERB
fbem-29585	72	37	the	the	DET
fbem-29585	72	38	results	result	NOUN
fbem-29585	72	39	are	be	AUX
fbem-29585	72	40	promising	promise	VERB
fbem-29585	72	41	,	,	PUNCT
fbem-29585	72	42	with	with	ADP
fbem-29585	72	43	the	the	DET
fbem-29585	72	44	p	p	NOUN
fbem-29585	72	45	-	-	PUNCT
fbem-29585	72	46	values	value	NOUN
fbem-29585	72	47	for	for	ADP
fbem-29585	72	48	all	all	DET
fbem-29585	72	49	variables	variable	NOUN
fbem-29585	72	50	being	be	AUX
fbem-29585	72	51	0.000	0.000	NUM
fbem-29585	72	52	,	,	PUNCT
fbem-29585	72	53	indicating	indicate	VERB
fbem-29585	72	54	that	that	SCONJ
fbem-29585	72	55	the	the	DET
fbem-29585	72	56	coefficients	coefficient	NOUN
fbem-29585	72	57	in	in	ADP
fbem-29585	72	58	the	the	DET
fbem-29585	72	59	model	model	NOUN
fbem-29585	72	60	are	be	AUX
fbem-29585	72	61	statistically	statistically	ADV
fbem-29585	72	62	significant	significant	ADJ
fbem-29585	72	63	.	.	PUNCT
fbem-29585	73	1	however	however	ADV
fbem-29585	73	2	,	,	PUNCT
fbem-29585	73	3	the	the	DET
fbem-29585	73	4	r	r	NOUN
fbem-29585	73	5	-	-	PUNCT
fbem-29585	73	6	squared	square	VERB
fbem-29585	73	7	value	value	NOUN
fbem-29585	73	8	is	be	AUX
fbem-29585	73	9	relatively	relatively	ADV
fbem-29585	73	10	low	low	ADJ
fbem-29585	73	11	,	,	PUNCT
fbem-29585	73	12	so	so	SCONJ
fbem-29585	73	13	the	the	DET
fbem-29585	73	14	model	model	NOUN
fbem-29585	73	15	has	have	AUX
fbem-29585	73	16	limited	limit	VERB
fbem-29585	73	17	explanatory	explanatory	ADJ
fbem-29585	73	18	power	power	NOUN
fbem-29585	73	19	.	.	PUNCT
fbem-29585	74	1	we	we	PRON
fbem-29585	74	2	believe	believe	VERB
fbem-29585	74	3	this	this	PRON
fbem-29585	74	4	may	may	AUX
fbem-29585	74	5	be	be	AUX
fbem-29585	74	6	due	due	ADJ
fbem-29585	74	7	to	to	ADP
fbem-29585	74	8	the	the	DET
fbem-29585	74	9	omission	omission	NOUN
fbem-29585	74	10	of	of	ADP
fbem-29585	74	11	relevant	relevant	ADJ
fbem-29585	74	12	variables	variable	NOUN
fbem-29585	74	13	.	.	PUNCT
fbem-29585	75	1	52	52	NUM
fbem-29585	75	2	3.3.2	3.3.2	NUM
fbem-29585	75	3	.	.	PUNCT
fbem-29585	75	4	model	model	NOUN
fbem-29585	75	5	2	2	NUM
fbem-29585	75	6	to	to	PART
fbem-29585	75	7	enhance	enhance	VERB
fbem-29585	75	8	the	the	DET
fbem-29585	75	9	model	model	NOUN
fbem-29585	75	10	's	's	PART
fbem-29585	75	11	goodness	goodness	NOUN
fbem-29585	75	12	-	-	PUNCT
fbem-29585	75	13	of	of	ADP
fbem-29585	75	14	-	-	PUNCT
fbem-29585	75	15	fit	fit	NOUN
fbem-29585	75	16	and	and	CCONJ
fbem-29585	75	17	account	account	VERB
fbem-29585	75	18	for	for	ADP
fbem-29585	75	19	omitted	omit	VERB
fbem-29585	75	20	causal	causal	ADJ
fbem-29585	75	21	effects	effect	NOUN
fbem-29585	75	22	that	that	PRON
fbem-29585	75	23	could	could	AUX
fbem-29585	75	24	lead	lead	VERB
fbem-29585	75	25	to	to	ADP
fbem-29585	75	26	omitted	omit	VERB
fbem-29585	75	27	variable	variable	ADJ
fbem-29585	75	28	bias	bias	NOUN
fbem-29585	76	1	,	,	PUNCT
fbem-29585	76	2	we	we	PRON
fbem-29585	76	3	draw	draw	VERB
fbem-29585	76	4	on	on	ADP
fbem-29585	76	5	theoretical	theoretical	ADJ
fbem-29585	76	6	knowledge	knowledge	NOUN
fbem-29585	76	7	to	to	PART
fbem-29585	76	8	hypothesize	hypothesize	VERB
fbem-29585	76	9	that	that	SCONJ
fbem-29585	76	10	smoking	smoking	NOUN
fbem-29585	76	11	status	status	NOUN
fbem-29585	76	12	may	may	AUX
fbem-29585	76	13	influence	influence	VERB
fbem-29585	76	14	the	the	DET
fbem-29585	76	15	medical	medical	ADJ
fbem-29585	76	16	insurance	insurance	NOUN
fbem-29585	76	17	costs	cost	NOUN
fbem-29585	76	18	incurred	incur	VERB
fbem-29585	76	19	by	by	ADP
fbem-29585	76	20	the	the	DET
fbem-29585	76	21	insured	insure	VERB
fbem-29585	76	22	.	.	PUNCT
fbem-29585	77	1	this	this	PRON
fbem-29585	77	2	is	be	AUX
fbem-29585	77	3	based	base	VERB
fbem-29585	77	4	on	on	ADP
fbem-29585	77	5	the	the	DET
fbem-29585	77	6	premise	premise	NOUN
fbem-29585	77	7	that	that	SCONJ
fbem-29585	77	8	smoking	smoking	NOUN
fbem-29585	77	9	increases	increase	VERB
fbem-29585	77	10	the	the	DET
fbem-29585	77	11	likelihood	likelihood	NOUN
fbem-29585	77	12	of	of	ADP
fbem-29585	77	13	developing	develop	VERB
fbem-29585	77	14	certain	certain	ADJ
fbem-29585	77	15	diseases	disease	NOUN
fbem-29585	77	16	,	,	PUNCT
fbem-29585	77	17	which	which	PRON
fbem-29585	77	18	in	in	ADP
fbem-29585	77	19	turn	turn	NOUN
fbem-29585	77	20	could	could	AUX
fbem-29585	77	21	result	result	VERB
fbem-29585	77	22	in	in	ADP
fbem-29585	77	23	higher	high	ADJ
fbem-29585	77	24	claim	claim	NOUN
fbem-29585	77	25	amounts	amount	NOUN
fbem-29585	77	26	.	.	PUNCT
fbem-29585	78	1	furthermore	furthermore	ADV
fbem-29585	78	2	,	,	PUNCT
fbem-29585	78	3	as	as	SCONJ
fbem-29585	78	4	observed	observe	VERB
fbem-29585	78	5	in	in	ADP
fbem-29585	78	6	table	table	NOUN
fbem-29585	78	7	3	3	NUM
fbem-29585	78	8	and	and	CCONJ
fbem-29585	78	9	table	table	NOUN
fbem-29585	78	10	4	4	NUM
fbem-29585	78	11	,	,	PUNCT
fbem-29585	78	12	although	although	SCONJ
fbem-29585	78	13	the	the	DET
fbem-29585	78	14	correlation	correlation	NOUN
fbem-29585	78	15	between	between	ADP
fbem-29585	78	16	smoker	smoker	NOUN
fbem-29585	78	17	and	and	CCONJ
fbem-29585	78	18	the	the	DET
fbem-29585	78	19	existing	exist	VERB
fbem-29585	78	20	independent	independent	ADJ
fbem-29585	78	21	variables	variable	NOUN
fbem-29585	78	22	is	be	AUX
fbem-29585	78	23	relatively	relatively	ADV
fbem-29585	78	24	weak	weak	ADJ
fbem-29585	78	25	,	,	PUNCT
fbem-29585	78	26	it	it	PRON
fbem-29585	78	27	is	be	AUX
fbem-29585	78	28	still	still	ADV
fbem-29585	78	29	meaningful	meaningful	ADJ
fbem-29585	78	30	from	from	ADP
fbem-29585	78	31	a	a	DET
fbem-29585	78	32	statistical	statistical	ADJ
fbem-29585	78	33	perspective	perspective	NOUN
fbem-29585	78	34	.	.	PUNCT
fbem-29585	79	1	furthermore	furthermore	ADV
fbem-29585	79	2	,	,	PUNCT
fbem-29585	79	3	smoker	smoker	VERB
fbem-29585	79	4	exhibits	exhibit	VERB
fbem-29585	79	5	a	a	DET
fbem-29585	79	6	strong	strong	ADJ
fbem-29585	79	7	and	and	CCONJ
fbem-29585	79	8	significant	significant	ADJ
fbem-29585	79	9	correlation	correlation	NOUN
fbem-29585	79	10	with	with	ADP
fbem-29585	79	11	the	the	DET
fbem-29585	79	12	dependent	dependent	ADJ
fbem-29585	79	13	variable	variable	ADJ
fbem-29585	79	14	mic	mic	NOUN
fbem-29585	79	15	.	.	PUNCT
fbem-29585	80	1	therefore	therefore	ADV
fbem-29585	80	2	,	,	PUNCT
fbem-29585	80	3	the	the	DET
fbem-29585	80	4	smoker	smoker	ADJ
fbem-29585	80	5	variable	variable	NOUN
fbem-29585	80	6	is	be	AUX
fbem-29585	80	7	introduced	introduce	VERB
fbem-29585	80	8	to	to	PART
fbem-29585	80	9	attempt	attempt	VERB
fbem-29585	80	10	to	to	PART
fbem-29585	80	11	reduce	reduce	VERB
fbem-29585	80	12	omitted	omit	VERB
fbem-29585	80	13	variable	variable	ADJ
fbem-29585	80	14	bias	bias	NOUN
fbem-29585	80	15	and	and	CCONJ
fbem-29585	80	16	enhance	enhance	VERB
fbem-29585	80	17	the	the	DET
fbem-29585	80	18	explanatory	explanatory	ADJ
fbem-29585	80	19	power	power	NOUN
fbem-29585	80	20	of	of	ADP
fbem-29585	80	21	the	the	DET
fbem-29585	80	22	model	model	NOUN
fbem-29585	80	23	.	.	PUNCT
fbem-29585	81	1	mic	mic	ADJ
fbem-29585	81	2	=	=	NOUN
fbem-29585	81	3	β0+β1a+β2bmi+β3d+β4g+β5s+vi	β0+β1a+β2bmi+β3d+β4g+β5s+vi	NOUN
fbem-29585	81	4	,	,	PUNCT
fbem-29585	81	5	i=1	i=1	X
fbem-29585	81	6	,	,	PUNCT
fbem-29585	81	7	2	2	NUM
fbem-29585	81	8	,	,	PUNCT
fbem-29585	81	9	3	3	NUM
fbem-29585	81	10	...	...	SYM
fbem-29585	81	11	12761	12761	NUM
fbem-29585	81	12	s	s	NOUN
fbem-29585	81	13	:	:	PUNCT
fbem-29585	81	14	represent	represent	VERB
fbem-29585	81	15	smoker	smoker	NOUN
fbem-29585	81	16	vi	vi	NOUN
fbem-29585	81	17	:	:	PUNCT
fbem-29585	81	18	the	the	DET
fbem-29585	81	19	error	error	NOUN
fbem-29585	81	20	term	term	NOUN
fbem-29585	81	21	in	in	ADP
fbem-29585	81	22	model	model	NOUN
fbem-29585	81	23	2	2	NUM
fbem-29585	81	24	β5	β5	NOUN
fbem-29585	81	25	:	:	PUNCT
fbem-29585	81	26	coefficient	coefficient	NOUN
fbem-29585	81	27	for	for	ADP
fbem-29585	81	28	smoker	smoker	ADJ
fbem-29585	81	29	table	table	NOUN
fbem-29585	81	30	7	7	NUM
fbem-29585	81	31	.	.	PUNCT
fbem-29585	81	32	model	model	NOUN
fbem-29585	81	33	2	2	NUM
fbem-29585	81	34	result	result	NOUN
fbem-29585	81	35	variable	variable	ADJ
fbem-29585	81	36	coefficient	coefficient	NOUN
fbem-29585	81	37	robust	robust	ADJ
fbem-29585	81	38	stand	stand	NOUN
fbem-29585	81	39	error	error	NOUN
fbem-29585	81	40	tstatistic	tstatistic	ADJ
fbem-29585	81	41	p	p	NOUN
fbem-29585	81	42	-	-	PUNCT
fbem-29585	81	43	value	value	NOUN
fbem-29585	81	44	a	a	DET
fbem-29585	81	45	260.554	260.554	NUM
fbem-29585	81	46	*	*	PUNCT
fbem-29585	81	47	*	*	PUNCT
fbem-29585	81	48	*	*	PUNCT
fbem-29585	81	49	3.875	3.875	NUM
fbem-29585	81	50	67.25	67.25	NUM
fbem-29585	81	51	0	0	NUM
fbem-29585	81	52	bmi	bmi	NOUN
fbem-29585	81	53	178.595	178.595	NUM
fbem-29585	81	54	*	*	PUNCT
fbem-29585	81	55	*	*	PUNCT
fbem-29585	81	56	*	*	PUNCT
fbem-29585	81	57	9.093	9.093	NUM
fbem-29585	81	58	19.64	19.64	NUM
fbem-29585	81	59	0	0	NUM
fbem-29585	82	1	d	d	PRON
fbem-29585	82	2	1210.529	1210.529	NUM
fbem-29585	82	3	*	*	PROPN
fbem-29585	82	4	*	*	PUNCT
fbem-29585	82	5	*	*	PUNCT
fbem-29585	82	6	129.655	129.655	NUM
fbem-29585	82	7	9.34	9.34	NUM
fbem-29585	82	8	0	0	NUM
fbem-29585	82	9	s	s	PART
fbem-29585	82	10	19988.93	19988.93	NUM
fbem-29585	82	11	*	*	NOUN
fbem-29585	82	12	*	*	PUNCT
fbem-29585	82	13	*	*	PUNCT
fbem-29585	82	14	237.944	237.944	NUM
fbem-29585	82	15	84.01	84.01	NUM
fbem-29585	82	16	0	0	NUM
fbem-29585	83	1	g	g	ADP
fbem-29585	83	2	-248.301	-248.301	PROPN
fbem-29585	83	3	*	*	PUNCT
fbem-29585	83	4	*	*	PUNCT
fbem-29585	83	5	105.710	105.710	NUM
fbem-29585	83	6	-2.41	-2.41	NUM
fbem-29585	83	7	0.016	0.016	NUM
fbem-29585	83	8	constant	constant	ADJ
fbem-29585	83	9	-8374.527	-8374.527	NOUN
fbem-29585	83	10	*	*	PUNCT
fbem-29585	83	11	*	*	PUNCT
fbem-29585	83	12	*	*	PUNCT
fbem-29585	83	13	296.885	296.885	NUM
fbem-29585	83	14	-26.48	-26.48	SYM
fbem-29585	83	15	0	0	SYM
fbem-29585	83	16	r	r	X
fbem-29585	83	17	-	-	PUNCT
fbem-29585	83	18	squared	square	VERB
fbem-29585	83	19	0.648	0.648	NUM
fbem-29585	83	20	source	source	NOUN
fbem-29585	83	21	:	:	PUNCT
fbem-29585	83	22	author	author	NOUN
fbem-29585	83	23	-	-	PUNCT
fbem-29585	83	24	compiled	compile	VERB
fbem-29585	83	25	after	after	ADP
fbem-29585	83	26	including	include	VERB
fbem-29585	83	27	the	the	DET
fbem-29585	83	28	smoke	smoke	NOUN
fbem-29585	83	29	variable	variable	NOUN
fbem-29585	83	30	,	,	PUNCT
fbem-29585	83	31	the	the	DET
fbem-29585	83	32	r	r	NOUN
fbem-29585	83	33	-	-	PUNCT
fbem-29585	83	34	squared	square	VERB
fbem-29585	83	35	value	value	NOUN
fbem-29585	83	36	significantly	significantly	ADV
fbem-29585	83	37	improved	improve	VERB
fbem-29585	83	38	and	and	CCONJ
fbem-29585	83	39	all	all	DET
fbem-29585	83	40	variables	variable	NOUN
fbem-29585	83	41	remained	remain	VERB
fbem-29585	83	42	statistically	statistically	ADV
fbem-29585	83	43	significant	significant	ADJ
fbem-29585	83	44	.	.	PUNCT
fbem-29585	84	1	this	this	PRON
fbem-29585	84	2	is	be	AUX
fbem-29585	84	3	a	a	DET
fbem-29585	84	4	positive	positive	ADJ
fbem-29585	84	5	outcome	outcome	NOUN
fbem-29585	84	6	,	,	PUNCT
fbem-29585	84	7	indicating	indicate	VERB
fbem-29585	84	8	that	that	SCONJ
fbem-29585	84	9	we	we	PRON
fbem-29585	84	10	have	have	AUX
fbem-29585	84	11	successfully	successfully	ADV
fbem-29585	84	12	identified	identify	VERB
fbem-29585	84	13	and	and	CCONJ
fbem-29585	84	14	included	include	VERB
fbem-29585	84	15	an	an	DET
fbem-29585	84	16	omitted	omit	VERB
fbem-29585	84	17	variable	variable	NOUN
fbem-29585	84	18	.	.	PUNCT
fbem-29585	85	1	however	however	ADV
fbem-29585	85	2	,	,	PUNCT
fbem-29585	85	3	it	it	PRON
fbem-29585	85	4	is	be	AUX
fbem-29585	85	5	curious	curious	ADJ
fbem-29585	85	6	that	that	SCONJ
fbem-29585	85	7	the	the	DET
fbem-29585	85	8	coefficients	coefficient	NOUN
fbem-29585	85	9	in	in	ADP
fbem-29585	85	10	the	the	DET
fbem-29585	85	11	new	new	ADJ
fbem-29585	85	12	model	model	NOUN
fbem-29585	85	13	have	have	AUX
fbem-29585	85	14	increased	increase	VERB
fbem-29585	85	15	substantially	substantially	ADV
fbem-29585	85	16	,	,	PUNCT
fbem-29585	85	17	with	with	ADP
fbem-29585	85	18	the	the	DET
fbem-29585	85	19	smoker	smoker	NOUN
fbem-29585	85	20	’s	’s	PART
fbem-29585	85	21	coefficients	coefficient	NOUN
fbem-29585	85	22	close	close	ADV
fbem-29585	85	23	to	to	ADP
fbem-29585	85	24	20,000	20,000	NUM
fbem-29585	85	25	.	.	PUNCT
fbem-29585	86	1	therefore	therefore	ADV
fbem-29585	86	2	,	,	PUNCT
fbem-29585	86	3	we	we	PRON
fbem-29585	86	4	began	begin	VERB
fbem-29585	86	5	to	to	PART
fbem-29585	86	6	explore	explore	VERB
fbem-29585	86	7	the	the	DET
fbem-29585	86	8	potential	potential	ADJ
fbem-29585	86	9	causes	cause	NOUN
fbem-29585	86	10	behind	behind	ADP
fbem-29585	86	11	this	this	DET
fbem-29585	86	12	issue	issue	NOUN
fbem-29585	86	13	.	.	PUNCT
fbem-29585	87	1	3.3.3	3.3.3	X
fbem-29585	87	2	.	.	PUNCT
fbem-29585	87	3	model	model	NOUN
fbem-29585	87	4	3	3	NUM
fbem-29585	87	5	figure	figure	NOUN
fbem-29585	87	6	2	2	NUM
fbem-29585	87	7	.	.	NOUN
fbem-29585	87	8	histogram	histogram	NOUN
fbem-29585	87	9	of	of	ADP
fbem-29585	87	10	mic	mic	ADJ
fbem-29585	87	11	figure	figure	NOUN
fbem-29585	87	12	3	3	NUM
fbem-29585	87	13	.	.	NOUN
fbem-29585	87	14	histogram	histogram	NOUN
fbem-29585	87	15	of	of	ADP
fbem-29585	87	16	ln	ln	ADJ
fbem-29585	87	17	(	(	PUNCT
fbem-29585	87	18	mic	mic	NOUN
fbem-29585	87	19	)	)	PUNCT
fbem-29585	87	20	when	when	SCONJ
fbem-29585	87	21	plotting	plot	VERB
fbem-29585	87	22	the	the	DET
fbem-29585	87	23	histogram	histogram	NOUN
fbem-29585	87	24	of	of	ADP
fbem-29585	87	25	mic	mic	NOUN
fbem-29585	87	26	,	,	PUNCT
fbem-29585	87	27	it	it	PRON
fbem-29585	87	28	becomes	become	VERB
fbem-29585	87	29	evident	evident	ADJ
fbem-29585	87	30	from	from	ADP
fbem-29585	87	31	figure	figure	NOUN
fbem-29585	87	32	2	2	NUM
fbem-29585	87	33	that	that	SCONJ
fbem-29585	87	34	the	the	DET
fbem-29585	87	35	majority	majority	NOUN
fbem-29585	87	36	of	of	ADP
fbem-29585	87	37	the	the	DET
fbem-29585	87	38	data	data	NOUN
fbem-29585	87	39	values	value	NOUN
fbem-29585	87	40	are	be	AUX
fbem-29585	87	41	large	large	ADJ
fbem-29585	87	42	,	,	PUNCT
fbem-29585	87	43	resulting	result	VERB
fbem-29585	87	44	in	in	ADP
fbem-29585	87	45	a	a	DET
fbem-29585	87	46	right	right	ADJ
fbem-29585	87	47	-	-	PUNCT
fbem-29585	87	48	skewed	skewed	ADJ
fbem-29585	87	49	distribution	distribution	NOUN
fbem-29585	87	50	.	.	PUNCT
fbem-29585	88	1	right	right	ADJ
fbem-29585	88	2	-	-	PUNCT
fbem-29585	88	3	skewed	skew	VERB
fbem-29585	88	4	data	datum	NOUN
fbem-29585	88	5	typically	typically	ADV
fbem-29585	88	6	contain	contain	VERB
fbem-29585	88	7	extremely	extremely	ADV
fbem-29585	88	8	high	high	ADJ
fbem-29585	88	9	values	value	NOUN
fbem-29585	88	10	,	,	PUNCT
fbem-29585	88	11	which	which	PRON
fbem-29585	88	12	might	might	AUX
fbem-29585	88	13	inappropriately	inappropriately	ADV
fbem-29585	88	14	influence	influence	VERB
fbem-29585	88	15	on	on	ADP
fbem-29585	88	16	the	the	DET
fbem-29585	88	17	regression	regression	NOUN
fbem-29585	88	18	model	model	NOUN
fbem-29585	88	19	,	,	PUNCT
fbem-29585	88	20	potentially	potentially	ADV
fbem-29585	88	21	leading	lead	VERB
fbem-29585	88	22	to	to	ADP
fbem-29585	88	23	instability	instability	NOUN
fbem-29585	88	24	.	.	PUNCT
fbem-29585	89	1	according	accord	VERB
fbem-29585	89	2	to	to	ADP
fbem-29585	89	3	theoretical	theoretical	ADJ
fbem-29585	89	4	principles	principle	NOUN
fbem-29585	89	5	,	,	PUNCT
fbem-29585	89	6	linear	linear	ADJ
fbem-29585	89	7	regression	regression	NOUN
fbem-29585	89	8	models	model	NOUN
fbem-29585	89	9	assume	assume	VERB
fbem-29585	89	10	that	that	SCONJ
fbem-29585	89	11	the	the	DET
fbem-29585	89	12	error	error	NOUN
fbem-29585	89	13	terms	term	NOUN
fbem-29585	89	14	are	be	AUX
fbem-29585	89	15	normally	normally	ADV
fbem-29585	89	16	distributed	distribute	VERB
fbem-29585	89	17	.	.	PUNCT
fbem-29585	90	1	however	however	ADV
fbem-29585	90	2	,	,	PUNCT
fbem-29585	90	3	skewed	skewed	ADJ
fbem-29585	90	4	data	datum	NOUN
fbem-29585	90	5	generally	generally	ADV
fbem-29585	90	6	fail	fail	VERB
fbem-29585	90	7	to	to	PART
fbem-29585	90	8	meet	meet	VERB
fbem-29585	90	9	this	this	DET
fbem-29585	90	10	assumption	assumption	NOUN
fbem-29585	90	11	of	of	ADP
fbem-29585	90	12	normality	normality	NOUN
fbem-29585	90	13	.	.	PUNCT
fbem-29585	91	1	benoit	benoit	NOUN
fbem-29585	91	2	(	(	PUNCT
fbem-29585	91	3	2011	2011	NUM
fbem-29585	91	4	)	)	PUNCT
fbem-29585	91	5	emphasized	emphasize	VERB
fbem-29585	91	6	that	that	SCONJ
fbem-29585	91	7	one	one	NUM
fbem-29585	91	8	practical	practical	ADJ
fbem-29585	91	9	way	way	NOUN
fbem-29585	91	10	to	to	PART
fbem-29585	91	11	make	make	VERB
fbem-29585	91	12	a	a	DET
fbem-29585	91	13	severely	severely	ADV
fbem-29585	91	14	skewed	skewed	ADJ
fbem-29585	91	15	variable	variable	NOUN
fbem-29585	91	16	more	more	ADV
fbem-29585	91	17	roughly	roughly	ADV
fbem-29585	91	18	normal	normal	ADJ
fbem-29585	91	19	is	be	AUX
fbem-29585	91	20	to	to	PART
fbem-29585	91	21	apply	apply	VERB
fbem-29585	91	22	logarithmic	logarithmic	ADJ
fbem-29585	91	23	transforms	transform	NOUN
fbem-29585	91	24	.	.	PUNCT
fbem-29585	92	1	subsequently	subsequently	ADV
fbem-29585	92	2	,	,	PUNCT
fbem-29585	92	3	we	we	PRON
fbem-29585	92	4	applied	apply	VERB
fbem-29585	92	5	a	a	DET
fbem-29585	92	6	logarithmic	logarithmic	ADJ
fbem-29585	92	7	transformation	transformation	NOUN
fbem-29585	92	8	to	to	ADP
fbem-29585	92	9	the	the	DET
fbem-29585	92	10	dependent	dependent	ADJ
fbem-29585	92	11	variable	variable	NOUN
fbem-29585	92	12	.	.	PUNCT
fbem-29585	93	1	as	as	SCONJ
fbem-29585	93	2	shown	show	VERB
fbem-29585	93	3	in	in	ADP
fbem-29585	93	4	figure	figure	NOUN
fbem-29585	93	5	3	3	NUM
fbem-29585	93	6	,	,	PUNCT
fbem-29585	93	7	the	the	DET
fbem-29585	93	8	transformed	transform	VERB
fbem-29585	93	9	data	datum	NOUN
fbem-29585	93	10	now	now	ADV
fbem-29585	93	11	approximates	approximate	VERB
fbem-29585	93	12	a	a	DET
fbem-29585	93	13	normal	normal	ADJ
fbem-29585	93	14	distribution	distribution	NOUN
fbem-29585	93	15	.	.	PUNCT
fbem-29585	94	1	therefore	therefore	ADV
fbem-29585	94	2	,	,	PUNCT
fbem-29585	94	3	to	to	PART
fbem-29585	94	4	solve	solve	VERB
fbem-29585	94	5	the	the	DET
fbem-29585	94	6	issue	issue	NOUN
fbem-29585	94	7	we	we	PRON
fbem-29585	94	8	found	find	VERB
fbem-29585	94	9	in	in	ADP
fbem-29585	94	10	model	model	NOUN
fbem-29585	94	11	2	2	NUM
fbem-29585	94	12	,	,	PUNCT
fbem-29585	94	13	we	we	PRON
fbem-29585	94	14	introduce	introduce	VERB
fbem-29585	94	15	log	log	NOUN
fbem-29585	94	16	-	-	PUNCT
fbem-29585	94	17	linear	linear	NOUN
fbem-29585	94	18	.	.	PUNCT
fbem-29585	95	1	ln	ln	NOUN
fbem-29585	95	2	(	(	PUNCT
fbem-29585	95	3	mic)=β0+β1a+β2bmi+β3d+β4g+β5s+vi	mic)=β0+β1a+β2bmi+β3d+β4g+β5s+vi	NOUN
fbem-29585	95	4	,	,	PUNCT
fbem-29585	95	5	i=1	i=1	X
fbem-29585	95	6	,	,	PUNCT
fbem-29585	95	7	2	2	NUM
fbem-29585	95	8	,	,	PUNCT
fbem-29585	95	9	3	3	NUM
fbem-29585	95	10	...	...	SYM
fbem-29585	95	11	12761	12761	NUM
fbem-29585	95	12	additionally	additionally	ADV
fbem-29585	95	13	,	,	PUNCT
fbem-29585	95	14	from	from	ADP
fbem-29585	95	15	the	the	DET
fbem-29585	95	16	scatterplots	scatterplot	NOUN
fbem-29585	95	17	,	,	PUNCT
fbem-29585	95	18	it	it	PRON
fbem-29585	95	19	can	can	AUX
fbem-29585	95	20	be	be	AUX
fbem-29585	95	21	observed	observe	VERB
fbem-29585	95	22	that	that	SCONJ
fbem-29585	95	23	the	the	DET
fbem-29585	95	24	model	model	NOUN
fbem-29585	95	25	used	use	VERB
fbem-29585	95	26	in	in	ADP
fbem-29585	95	27	figure	figure	NOUN
fbem-29585	95	28	4	4	NUM
fbem-29585	95	29	exhibits	exhibit	VERB
fbem-29585	95	30	an	an	DET
fbem-29585	95	31	uneven	uneven	ADJ
fbem-29585	95	32	distribution	distribution	NOUN
fbem-29585	95	33	of	of	ADP
fbem-29585	95	34	data	datum	NOUN
fbem-29585	95	35	points	point	NOUN
fbem-29585	95	36	on	on	ADP
fbem-29585	95	37	either	either	DET
fbem-29585	95	38	side	side	NOUN
fbem-29585	95	39	of	of	ADP
fbem-29585	95	40	the	the	DET
fbem-29585	95	41	fitting	fitting	ADJ
fbem-29585	95	42	line	line	NOUN
fbem-29585	95	43	,	,	PUNCT
fbem-29585	95	44	indicating	indicate	VERB
fbem-29585	95	45	the	the	DET
fbem-29585	95	46	presence	presence	NOUN
fbem-29585	95	47	of	of	ADP
fbem-29585	95	48	bias	bias	NOUN
fbem-29585	95	49	or	or	CCONJ
fbem-29585	95	50	error	error	NOUN
fbem-29585	95	51	patterns	pattern	NOUN
fbem-29585	95	52	.	.	PUNCT
fbem-29585	96	1	in	in	ADP
fbem-29585	96	2	contrast	contrast	NOUN
fbem-29585	96	3	,	,	PUNCT
fbem-29585	96	4	the	the	DET
fbem-29585	96	5	model	model	NOUN
fbem-29585	96	6	used	use	VERB
fbem-29585	96	7	in	in	ADP
fbem-29585	96	8	figure	figure	NOUN
fbem-29585	96	9	5	5	NUM
fbem-29585	96	10	shows	show	VERB
fbem-29585	96	11	a	a	DET
fbem-29585	96	12	more	more	ADV
fbem-29585	96	13	uniform	uniform	ADJ
fbem-29585	96	14	distribution	distribution	NOUN
fbem-29585	96	15	of	of	ADP
fbem-29585	96	16	data	datum	NOUN
fbem-29585	96	17	points	point	NOUN
fbem-29585	96	18	around	around	ADP
fbem-29585	96	19	the	the	DET
fbem-29585	96	20	fitting	fitting	ADJ
fbem-29585	96	21	line	line	NOUN
fbem-29585	96	22	,	,	PUNCT
fbem-29585	96	23	reflecting	reflect	VERB
fbem-29585	96	24	a	a	DET
fbem-29585	96	25	more	more	ADV
fbem-29585	96	26	ideal	ideal	ADJ
fbem-29585	96	27	-	-	PUNCT
fbem-29585	96	28	fitting	fit	VERB
fbem-29585	96	29	performance	performance	NOUN
fbem-29585	96	30	with	with	ADP
fbem-29585	96	31	residuals	residual	NOUN
fbem-29585	96	32	that	that	PRON
fbem-29585	96	33	do	do	AUX
fbem-29585	96	34	not	not	PART
fbem-29585	96	35	exhibit	exhibit	VERB
fbem-29585	96	36	significant	significant	ADJ
fbem-29585	96	37	bias	bias	NOUN
fbem-29585	96	38	.	.	PUNCT
fbem-29585	97	1	therefore	therefore	ADV
fbem-29585	97	2	,	,	PUNCT
fbem-29585	97	3	we	we	PRON
fbem-29585	97	4	have	have	AUX
fbem-29585	97	5	effectively	effectively	ADV
fbem-29585	97	6	applied	apply	VERB
fbem-29585	97	7	the	the	DET
fbem-29585	97	8	log	log	NOUN
fbem-29585	97	9	-	-	PUNCT
fbem-29585	97	10	linear	linear	NOUN
fbem-29585	97	11	model	model	NOUN
fbem-29585	97	12	.	.	PUNCT
fbem-29585	98	1	table	table	NOUN
fbem-29585	98	2	8	8	NUM
fbem-29585	98	3	.	.	PUNCT
fbem-29585	98	4	model	model	NOUN
fbem-29585	98	5	3	3	NUM
fbem-29585	98	6	result	result	NOUN
fbem-29585	98	7	variable	variable	ADJ
fbem-29585	98	8	coefficient	coefficient	NOUN
fbem-29585	98	9	robust	robust	ADJ
fbem-29585	98	10	stand	stand	NOUN
fbem-29585	98	11	error	error	NOUN
fbem-29585	98	12	tstatistic	tstatistic	ADJ
fbem-29585	98	13	p	p	NOUN
fbem-29585	98	14	-	-	PUNCT
fbem-29585	98	15	value	value	NOUN
fbem-29585	98	16	a	a	DET
fbem-29585	98	17	0.036	0.036	NOUN
fbem-29585	98	18	*	*	PUNCT
fbem-29585	98	19	*	*	PUNCT
fbem-29585	98	20	*	*	PUNCT
fbem-29585	98	21	0.000	0.000	NUM
fbem-29585	98	22	102.77	102.77	NUM
fbem-29585	98	23	0.000	0.000	NUM
fbem-29585	98	24	bmi	bmi	NOUN
fbem-29585	98	25	0.008	0.008	NUM
fbem-29585	98	26	*	*	NOUN
fbem-29585	98	27	*	*	PUNCT
fbem-29585	98	28	*	*	PUNCT
fbem-29585	98	29	0.001	0.001	NUM
fbem-29585	98	30	12.31	12.31	NUM
fbem-29585	98	31	0.000	0.000	NUM
fbem-29585	99	1	d	d	ADP
fbem-29585	99	2	0.075	0.075	NUM
fbem-29585	99	3	*	*	PUNCT
fbem-29585	99	4	*	*	PUNCT
fbem-29585	99	5	*	*	PUNCT
fbem-29585	99	6	0.010	0.010	NUM
fbem-29585	99	7	7.24	7.24	NUM
fbem-29585	99	8	0.000	0.000	NUM
fbem-29585	99	9	s	s	PART
fbem-29585	99	10	1.375	1.375	NUM
fbem-29585	99	11	*	*	PUNCT
fbem-29585	99	12	*	*	PUNCT
fbem-29585	99	13	*	*	PUNCT
fbem-29585	99	14	0.013	0.013	NUM
fbem-29585	99	15	108.68	108.68	NUM
fbem-29585	99	16	0.000	0.000	NUM
fbem-29585	99	17	g	g	NOUN
fbem-29585	99	18	-0.071	-0.071	PROPN
fbem-29585	99	19	*	*	PUNCT
fbem-29585	99	20	*	*	PUNCT
fbem-29585	99	21	*	*	PUNCT
fbem-29585	99	22	0.008	0.008	NUM
fbem-29585	99	23	-8.42	-8.42	NUM
fbem-29585	99	24	0.000	0.000	NUM
fbem-29585	99	25	constant	constant	ADJ
fbem-29585	99	26	7.095	7.095	NUM
fbem-29585	99	27	*	*	PUNCT
fbem-29585	99	28	*	*	PUNCT
fbem-29585	99	29	*	*	PUNCT
fbem-29585	99	30	0.023	0.023	NUM
fbem-29585	99	31	307.95	307.95	NUM
fbem-29585	99	32	0.000	0.000	NUM
fbem-29585	99	33	r	r	NOUN
fbem-29585	99	34	-	-	PUNCT
fbem-29585	99	35	squared	square	VERB
fbem-29585	99	36	0.694	0.694	NUM
fbem-29585	99	37	source	source	NOUN
fbem-29585	99	38	:	:	PUNCT
fbem-29585	99	39	author	author	NOUN
fbem-29585	99	40	-	-	PUNCT
fbem-29585	99	41	compiled	compile	VERB
fbem-29585	99	42	53	53	NUM
fbem-29585	99	43	figure	figure	NOUN
fbem-29585	99	44	4	4	NUM
fbem-29585	99	45	.	.	PUNCT
fbem-29585	99	46	scatter	scatter	NOUN
fbem-29585	99	47	-	-	PUNCT
fbem-29585	99	48	plot	plot	NOUN
fbem-29585	99	49	of	of	ADP
fbem-29585	99	50	model2	model2	NOUN
fbem-29585	99	51	figure	figure	NOUN
fbem-29585	99	52	5	5	NUM
fbem-29585	99	53	.	.	PUNCT
fbem-29585	99	54	scatter	scatter	NOUN
fbem-29585	99	55	-	-	PUNCT
fbem-29585	99	56	plot	plot	NOUN
fbem-29585	99	57	of	of	ADP
fbem-29585	99	58	model3	model3	NOUN
fbem-29585	99	59	4	4	NUM
fbem-29585	99	60	.	.	PUNCT
fbem-29585	99	61	regression	regression	NOUN
fbem-29585	99	62	results	result	NOUN
fbem-29585	99	63	and	and	CCONJ
fbem-29585	99	64	inferences	inference	VERB
fbem-29585	99	65	our	our	PRON
fbem-29585	99	66	model	model	NOUN
fbem-29585	99	67	iteration	iteration	NOUN
fbem-29585	99	68	effectively	effectively	ADV
fbem-29585	99	69	increases	increase	VERB
fbem-29585	99	70	the	the	DET
fbem-29585	99	71	reliability	reliability	NOUN
fbem-29585	99	72	of	of	ADP
fbem-29585	99	73	the	the	DET
fbem-29585	99	74	estimators	estimator	NOUN
fbem-29585	99	75	during	during	ADP
fbem-29585	99	76	the	the	DET
fbem-29585	99	77	process	process	NOUN
fbem-29585	99	78	of	of	ADP
fbem-29585	99	79	updating	update	VERB
fbem-29585	99	80	the	the	DET
fbem-29585	99	81	three	three	NUM
fbem-29585	99	82	models	model	NOUN
fbem-29585	99	83	,	,	PUNCT
fbem-29585	99	84	assuming	assume	VERB
fbem-29585	99	85	that	that	SCONJ
fbem-29585	99	86	the	the	DET
fbem-29585	99	87	estimations	estimation	NOUN
fbem-29585	99	88	of	of	ADP
fbem-29585	99	89	the	the	DET
fbem-29585	99	90	coefficients	coefficient	NOUN
fbem-29585	99	91	of	of	ADP
fbem-29585	99	92	age	age	NOUN
fbem-29585	99	93	stay	stay	VERB
fbem-29585	99	94	almost	almost	ADV
fbem-29585	99	95	constant	constant	ADJ
fbem-29585	99	96	.	.	PUNCT
fbem-29585	100	1	additionally	additionally	ADV
fbem-29585	100	2	,	,	PUNCT
fbem-29585	100	3	the	the	DET
fbem-29585	100	4	final	final	ADJ
fbem-29585	100	5	log	log	NOUN
fbem-29585	100	6	-	-	PUNCT
fbem-29585	100	7	linear	linear	NOUN
fbem-29585	100	8	level	level	NOUN
fbem-29585	100	9	of	of	ADP
fbem-29585	100	10	fit	fit	NOUN
fbem-29585	100	11	has	have	AUX
fbem-29585	100	12	significantly	significantly	ADV
fbem-29585	100	13	increased	increase	VERB
fbem-29585	100	14	,	,	PUNCT
fbem-29585	100	15	going	go	VERB
fbem-29585	100	16	from	from	ADP
fbem-29585	100	17	0.152	0.152	NUM
fbem-29585	100	18	in	in	ADP
fbem-29585	100	19	model	model	NOUN
fbem-29585	100	20	1	1	NUM
fbem-29585	100	21	to	to	ADP
fbem-29585	100	22	0.694	0.694	NUM
fbem-29585	100	23	in	in	ADP
fbem-29585	100	24	model	model	NOUN
fbem-29585	100	25	3	3	NUM
fbem-29585	100	26	.	.	PUNCT
fbem-29585	100	27	observing	observe	VERB
fbem-29585	100	28	more	more	ADV
fbem-29585	100	29	deeply	deeply	ADV
fbem-29585	100	30	into	into	ADP
fbem-29585	100	31	the	the	DET
fbem-29585	100	32	coefficients	coefficient	NOUN
fbem-29585	100	33	from	from	ADP
fbem-29585	100	34	table	table	NOUN
fbem-29585	100	35	8	8	NUM
fbem-29585	100	36	reveals	reveal	VERB
fbem-29585	100	37	nuanced	nuanced	ADJ
fbem-29585	100	38	relationships	relationship	NOUN
fbem-29585	100	39	between	between	ADP
fbem-29585	100	40	health	health	NOUN
fbem-29585	100	41	insurance	insurance	NOUN
fbem-29585	100	42	costs	cost	NOUN
fbem-29585	100	43	and	and	CCONJ
fbem-29585	100	44	personal	personal	ADJ
fbem-29585	100	45	characteristics	characteristic	NOUN
fbem-29585	100	46	.	.	PUNCT
fbem-29585	101	1	a	a	PRON
fbem-29585	101	2	and	and	CCONJ
fbem-29585	101	3	mic	mic	ADJ
fbem-29585	101	4	have	have	VERB
fbem-29585	101	5	a	a	DET
fbem-29585	101	6	positive	positive	ADJ
fbem-29585	101	7	link	link	NOUN
fbem-29585	101	8	,	,	PUNCT
fbem-29585	101	9	and	and	CCONJ
fbem-29585	101	10	the	the	DET
fbem-29585	101	11	coefficient	coefficient	NOUN
fbem-29585	101	12	is	be	AUX
fbem-29585	101	13	0.036	0.036	NUM
fbem-29585	101	14	(	(	PUNCT
fbem-29585	101	15	p<0.001	p<0.001	X
fbem-29585	101	16	)	)	PUNCT
fbem-29585	101	17	which	which	PRON
fbem-29585	101	18	indicates	indicate	VERB
fbem-29585	101	19	that	that	SCONJ
fbem-29585	101	20	people	people	NOUN
fbem-29585	101	21	's	's	PART
fbem-29585	101	22	medical	medical	ADJ
fbem-29585	101	23	needs	need	NOUN
fbem-29585	101	24	typically	typically	ADV
fbem-29585	101	25	increase	increase	VERB
fbem-29585	101	26	as	as	SCONJ
fbem-29585	101	27	they	they	PRON
fbem-29585	101	28	age	age	VERB
fbem-29585	101	29	,	,	PUNCT
fbem-29585	101	30	leading	lead	VERB
fbem-29585	101	31	to	to	ADP
fbem-29585	101	32	higher	high	ADJ
fbem-29585	101	33	health	health	NOUN
fbem-29585	101	34	insurance	insurance	NOUN
fbem-29585	101	35	costs	cost	NOUN
fbem-29585	101	36	.	.	PUNCT
fbem-29585	102	1	for	for	ADP
fbem-29585	102	2	instance	instance	NOUN
fbem-29585	102	3	,	,	PUNCT
fbem-29585	102	4	older	old	ADJ
fbem-29585	102	5	people	people	NOUN
fbem-29585	102	6	may	may	AUX
fbem-29585	102	7	be	be	AUX
fbem-29585	102	8	more	more	ADV
fbem-29585	102	9	prone	prone	ADJ
fbem-29585	102	10	to	to	ADP
fbem-29585	102	11	chronic	chronic	ADJ
fbem-29585	102	12	diseases	disease	NOUN
fbem-29585	102	13	that	that	PRON
fbem-29585	102	14	require	require	VERB
fbem-29585	102	15	more	more	ADJ
fbem-29585	102	16	medical	medical	ADJ
fbem-29585	102	17	services	service	NOUN
fbem-29585	102	18	and	and	CCONJ
fbem-29585	102	19	prescription	prescription	NOUN
fbem-29585	102	20	drugs	drug	NOUN
fbem-29585	102	21	,	,	PUNCT
fbem-29585	102	22	so	so	SCONJ
fbem-29585	102	23	insurers	insurer	NOUN
fbem-29585	102	24	need	need	VERB
fbem-29585	102	25	to	to	PART
fbem-29585	102	26	charge	charge	VERB
fbem-29585	102	27	higher	high	ADJ
fbem-29585	102	28	premiums	premium	NOUN
fbem-29585	102	29	to	to	PART
fbem-29585	102	30	cover	cover	VERB
fbem-29585	102	31	those	those	DET
fbem-29585	102	32	costs	cost	NOUN
fbem-29585	102	33	,	,	PUNCT
fbem-29585	102	34	considering	consider	VERB
fbem-29585	102	35	the	the	DET
fbem-29585	102	36	claim	claim	NOUN
fbem-29585	102	37	of	of	ADP
fbem-29585	102	38	healthcare	healthcare	NOUN
fbem-29585	102	39	insurance	insurance	NOUN
fbem-29585	102	40	is	be	AUX
fbem-29585	102	41	higher	high	ADJ
fbem-29585	102	42	.	.	PUNCT
fbem-29585	103	1	additionally	additionally	ADV
fbem-29585	103	2	,	,	PUNCT
fbem-29585	103	3	bmi	bmi	PROPN
fbem-29585	103	4	positively	positively	ADV
fbem-29585	103	5	correlated	correlate	VERB
fbem-29585	103	6	with	with	ADP
fbem-29585	103	7	mic	mic	ADJ
fbem-29585	103	8	(	(	PUNCT
fbem-29585	103	9	coefficient	coefficient	NOUN
fbem-29585	103	10	0.008	0.008	NUM
fbem-29585	103	11	,	,	PUNCT
fbem-29585	103	12	p<0.001	p<0.001	PROPN
fbem-29585	103	13	)	)	PUNCT
fbem-29585	103	14	.	.	PUNCT
fbem-29585	104	1	an	an	DET
fbem-29585	104	2	abnormal	abnormal	ADJ
fbem-29585	104	3	body	body	NOUN
fbem-29585	104	4	mass	mass	NOUN
fbem-29585	104	5	index	index	NOUN
fbem-29585	104	6	in	in	ADP
fbem-29585	104	7	real	real	ADJ
fbem-29585	104	8	life	life	NOUN
fbem-29585	104	9	will	will	AUX
fbem-29585	104	10	raise	raise	VERB
fbem-29585	104	11	the	the	DET
fbem-29585	104	12	incidence	incidence	NOUN
fbem-29585	104	13	of	of	ADP
fbem-29585	104	14	certain	certain	ADJ
fbem-29585	104	15	illnesses	illness	NOUN
fbem-29585	104	16	,	,	PUNCT
fbem-29585	104	17	such	such	ADJ
fbem-29585	104	18	as	as	ADP
fbem-29585	104	19	cardiovascular	cardiovascular	ADJ
fbem-29585	104	20	disease	disease	NOUN
fbem-29585	104	21	and	and	CCONJ
fbem-29585	104	22	diabetes	diabetes	NOUN
fbem-29585	104	23	.	.	PUNCT
fbem-29585	105	1	people	people	NOUN
fbem-29585	105	2	with	with	ADP
fbem-29585	105	3	a	a	DET
fbem-29585	105	4	higher	high	ADJ
fbem-29585	105	5	bmi	bmi	NOUN
fbem-29585	105	6	will	will	AUX
fbem-29585	105	7	pay	pay	VERB
fbem-29585	105	8	higher	high	ADJ
fbem-29585	105	9	premiums	premium	NOUN
fbem-29585	105	10	which	which	PRON
fbem-29585	105	11	are	be	AUX
fbem-29585	105	12	calculated	calculate	VERB
fbem-29585	105	13	by	by	ADP
fbem-29585	105	14	insurance	insurance	NOUN
fbem-29585	105	15	providers	provider	NOUN
fbem-29585	105	16	because	because	SCONJ
fbem-29585	105	17	these	these	DET
fbem-29585	105	18	health	health	NOUN
fbem-29585	105	19	issues	issue	NOUN
fbem-29585	105	20	can	can	AUX
fbem-29585	105	21	result	result	VERB
fbem-29585	105	22	in	in	ADP
fbem-29585	105	23	more	more	ADJ
fbem-29585	105	24	medical	medical	ADJ
fbem-29585	105	25	expenses	expense	NOUN
fbem-29585	105	26	and	and	CCONJ
fbem-29585	105	27	more	more	ADJ
fbem-29585	105	28	insurance	insurance	NOUN
fbem-29585	105	29	costs	cost	NOUN
fbem-29585	105	30	that	that	PRON
fbem-29585	105	31	insurers	insurer	NOUN
fbem-29585	105	32	need	need	VERB
fbem-29585	105	33	to	to	PART
fbem-29585	105	34	spend	spend	VERB
fbem-29585	105	35	.	.	PUNCT
fbem-29585	106	1	similarly	similarly	ADV
fbem-29585	106	2	,	,	PUNCT
fbem-29585	106	3	there	there	PRON
fbem-29585	106	4	is	be	VERB
fbem-29585	106	5	a	a	DET
fbem-29585	106	6	positive	positive	ADJ
fbem-29585	106	7	correlation	correlation	NOUN
fbem-29585	106	8	(	(	PUNCT
fbem-29585	106	9	0.075	0.075	NUM
fbem-29585	106	10	,	,	PUNCT
fbem-29585	106	11	p<0.001	p<0.001	PROPN
fbem-29585	106	12	)	)	PUNCT
fbem-29585	106	13	between	between	ADP
fbem-29585	106	14	diabetes	diabetes	NOUN
fbem-29585	106	15	and	and	CCONJ
fbem-29585	106	16	medical	medical	ADJ
fbem-29585	106	17	insurance	insurance	NOUN
fbem-29585	106	18	expenditures	expenditure	NOUN
fbem-29585	106	19	.	.	PUNCT
fbem-29585	107	1	diabetes	diabetes	NOUN
fbem-29585	107	2	is	be	AUX
fbem-29585	107	3	a	a	DET
fbem-29585	107	4	chronic	chronic	ADJ
fbem-29585	107	5	disease	disease	NOUN
fbem-29585	107	6	that	that	PRON
fbem-29585	107	7	requires	require	VERB
fbem-29585	107	8	long	long	ADJ
fbem-29585	107	9	-	-	PUNCT
fbem-29585	107	10	term	term	NOUN
fbem-29585	107	11	treatment	treatment	NOUN
fbem-29585	107	12	,	,	PUNCT
fbem-29585	107	13	including	include	VERB
fbem-29585	107	14	regular	regular	ADJ
fbem-29585	107	15	checkups	checkup	NOUN
fbem-29585	107	16	,	,	PUNCT
fbem-29585	107	17	medication	medication	NOUN
fbem-29585	107	18	,	,	PUNCT
fbem-29585	107	19	and	and	CCONJ
fbem-29585	107	20	management	management	NOUN
fbem-29585	107	21	of	of	ADP
fbem-29585	107	22	possible	possible	ADJ
fbem-29585	107	23	side	side	NOUN
fbem-29585	107	24	effects	effect	NOUN
fbem-29585	107	25	.	.	PUNCT
fbem-29585	108	1	people	people	NOUN
fbem-29585	108	2	with	with	ADP
fbem-29585	108	3	diabetes	diabetes	NOUN
fbem-29585	108	4	consequently	consequently	ADV
fbem-29585	108	5	pay	pay	VERB
fbem-29585	108	6	more	more	ADJ
fbem-29585	108	7	for	for	ADP
fbem-29585	108	8	healthcare	healthcare	NOUN
fbem-29585	108	9	.	.	PUNCT
fbem-29585	109	1	there	there	PRON
fbem-29585	109	2	is	be	VERB
fbem-29585	109	3	a	a	DET
fbem-29585	109	4	high	high	ADJ
fbem-29585	109	5	correlation	correlation	NOUN
fbem-29585	109	6	between	between	ADP
fbem-29585	109	7	mic	mic	ADJ
fbem-29585	109	8	and	and	CCONJ
fbem-29585	109	9	smoking	smoking	NOUN
fbem-29585	109	10	behavior	behavior	NOUN
fbem-29585	109	11	,	,	PUNCT
fbem-29585	109	12	as	as	SCONJ
fbem-29585	109	13	evidenced	evidence	VERB
fbem-29585	109	14	by	by	ADP
fbem-29585	109	15	the	the	DET
fbem-29585	109	16	significant	significant	ADJ
fbem-29585	109	17	smoker	smoker	NOUN
fbem-29585	109	18	coefficient	coefficient	NOUN
fbem-29585	109	19	(	(	PUNCT
fbem-29585	109	20	1.375	1.375	NUM
fbem-29585	109	21	,	,	PUNCT
fbem-29585	109	22	p<0.001	p<0.001	PROPN
fbem-29585	109	23	)	)	PUNCT
fbem-29585	109	24	.	.	PUNCT
fbem-29585	110	1	smoking	smoking	NOUN
fbem-29585	110	2	is	be	AUX
fbem-29585	110	3	a	a	DET
fbem-29585	110	4	contributing	contribute	VERB
fbem-29585	110	5	factor	factor	NOUN
fbem-29585	110	6	to	to	ADP
fbem-29585	110	7	many	many	ADJ
fbem-29585	110	8	hazardous	hazardous	ADJ
fbem-29585	110	9	diseases	disease	NOUN
fbem-29585	110	10	,	,	PUNCT
fbem-29585	110	11	including	include	VERB
fbem-29585	110	12	lung	lung	NOUN
fbem-29585	110	13	cancer	cancer	NOUN
fbem-29585	110	14	and	and	CCONJ
fbem-29585	110	15	cardiovascular	cardiovascular	ADJ
fbem-29585	110	16	disease	disease	NOUN
fbem-29585	110	17	.	.	PUNCT
fbem-29585	111	1	therefore	therefore	ADV
fbem-29585	111	2	,	,	PUNCT
fbem-29585	111	3	smokers	smoker	NOUN
fbem-29585	111	4	might	might	AUX
fbem-29585	111	5	need	need	VERB
fbem-29585	111	6	more	more	ADV
fbem-29585	111	7	costly	costly	ADJ
fbem-29585	111	8	healthcare	healthcare	NOUN
fbem-29585	111	9	,	,	PUNCT
fbem-29585	111	10	insurance	insurance	NOUN
fbem-29585	111	11	companies	company	NOUN
fbem-29585	111	12	raise	raise	VERB
fbem-29585	111	13	the	the	DET
fbem-29585	111	14	premiums	premium	NOUN
fbem-29585	111	15	for	for	ADP
fbem-29585	111	16	smokers	smoker	NOUN
fbem-29585	111	17	as	as	SCONJ
fbem-29585	111	18	they	they	PRON
fbem-29585	111	19	have	have	VERB
fbem-29585	111	20	a	a	DET
fbem-29585	111	21	higher	high	ADJ
fbem-29585	111	22	risk	risk	NOUN
fbem-29585	111	23	of	of	ADP
fbem-29585	111	24	paying	pay	VERB
fbem-29585	111	25	more	more	ADJ
fbem-29585	111	26	money	money	NOUN
fbem-29585	111	27	on	on	ADP
fbem-29585	111	28	claims	claim	NOUN
fbem-29585	111	29	.	.	PUNCT
fbem-29585	112	1	the	the	DET
fbem-29585	112	2	cost	cost	NOUN
fbem-29585	112	3	of	of	ADP
fbem-29585	112	4	medical	medical	ADJ
fbem-29585	112	5	insurance	insurance	NOUN
fbem-29585	112	6	is	be	AUX
fbem-29585	112	7	lower	low	ADJ
fbem-29585	112	8	for	for	ADP
fbem-29585	112	9	males	male	NOUN
fbem-29585	112	10	than	than	ADP
fbem-29585	112	11	for	for	ADP
fbem-29585	112	12	females	female	NOUN
fbem-29585	112	13	,	,	PUNCT
fbem-29585	112	14	as	as	SCONJ
fbem-29585	112	15	indicated	indicate	VERB
fbem-29585	112	16	by	by	ADP
fbem-29585	112	17	the	the	DET
fbem-29585	112	18	negative	negative	ADJ
fbem-29585	112	19	correlation	correlation	NOUN
fbem-29585	112	20	of	of	ADP
fbem-29585	112	21	-0.071	-0.071	PROPN
fbem-29585	112	22	(	(	PUNCT
fbem-29585	112	23	p<0.001	p<0.001	X
fbem-29585	112	24	)	)	PUNCT
fbem-29585	112	25	between	between	ADP
fbem-29585	112	26	gender	gender	NOUN
fbem-29585	112	27	and	and	CCONJ
fbem-29585	112	28	medical	medical	ADJ
fbem-29585	112	29	insurance	insurance	NOUN
fbem-29585	112	30	expenses	expense	NOUN
fbem-29585	112	31	in	in	ADP
fbem-29585	112	32	model	model	NOUN
fbem-29585	112	33	3	3	NUM
fbem-29585	112	34	.	.	PUNCT
fbem-29585	113	1	the	the	DET
fbem-29585	113	2	potential	potential	ADJ
fbem-29585	113	3	explanation	explanation	NOUN
fbem-29585	113	4	could	could	AUX
fbem-29585	113	5	be	be	AUX
fbem-29585	113	6	that	that	SCONJ
fbem-29585	113	7	women	woman	NOUN
fbem-29585	113	8	have	have	VERB
fbem-29585	113	9	particular	particular	ADJ
fbem-29585	113	10	health	health	NOUN
fbem-29585	113	11	requirements	requirement	NOUN
fbem-29585	113	12	.	.	PUNCT
fbem-29585	114	1	for	for	ADP
fbem-29585	114	2	example	example	NOUN
fbem-29585	114	3	,	,	PUNCT
fbem-29585	114	4	the	the	DET
fbem-29585	114	5	costs	cost	NOUN
fbem-29585	114	6	associated	associate	VERB
fbem-29585	114	7	with	with	ADP
fbem-29585	114	8	childbearing	childbearing	NOUN
fbem-29585	114	9	are	be	AUX
fbem-29585	114	10	high	high	ADJ
fbem-29585	114	11	and	and	CCONJ
fbem-29585	114	12	include	include	VERB
fbem-29585	114	13	pregnancy	pregnancy	NOUN
fbem-29585	114	14	testing	testing	NOUN
fbem-29585	114	15	,	,	PUNCT
fbem-29585	114	16	delivery	delivery	NOUN
fbem-29585	114	17	,	,	PUNCT
fbem-29585	114	18	postpartum	postpartum	NOUN
fbem-29585	114	19	rehabilitation	rehabilitation	NOUN
fbem-29585	114	20	,	,	PUNCT
fbem-29585	114	21	and	and	CCONJ
fbem-29585	114	22	several	several	ADJ
fbem-29585	114	23	other	other	ADJ
fbem-29585	114	24	procedures	procedure	NOUN
fbem-29585	114	25	that	that	PRON
fbem-29585	114	26	necessitate	necessitate	ADJ
fbem-29585	114	27	ongoing	ongoing	ADJ
fbem-29585	114	28	medical	medical	ADJ
fbem-29585	114	29	resource	resource	NOUN
fbem-29585	114	30	investment	investment	NOUN
fbem-29585	114	31	.	.	PUNCT
fbem-29585	115	1	moreover	moreover	ADV
fbem-29585	115	2	,	,	PUNCT
fbem-29585	115	3	certain	certain	ADJ
fbem-29585	115	4	gynecological	gynecological	ADJ
fbem-29585	115	5	conditions	condition	NOUN
fbem-29585	115	6	,	,	PUNCT
fbem-29585	115	7	such	such	ADJ
fbem-29585	115	8	as	as	ADP
fbem-29585	115	9	breast	breast	NOUN
fbem-29585	115	10	diseases	disease	NOUN
fbem-29585	115	11	and	and	CCONJ
fbem-29585	115	12	uterine	uterine	ADJ
fbem-29585	115	13	fibroids	fibroid	NOUN
fbem-29585	115	14	,	,	PUNCT
fbem-29585	115	15	are	be	AUX
fbem-29585	115	16	more	more	ADV
fbem-29585	115	17	prevalent	prevalent	ADJ
fbem-29585	115	18	.	.	PUNCT
fbem-29585	116	1	in	in	ADP
fbem-29585	116	2	terms	term	NOUN
fbem-29585	116	3	of	of	ADP
fbem-29585	116	4	the	the	DET
fbem-29585	116	5	awareness	awareness	NOUN
fbem-29585	116	6	of	of	ADP
fbem-29585	116	7	preventive	preventive	ADJ
fbem-29585	116	8	health	health	NOUN
fbem-29585	116	9	care	care	NOUN
fbem-29585	116	10	,	,	PUNCT
fbem-29585	116	11	females	female	NOUN
fbem-29585	116	12	might	might	AUX
fbem-29585	116	13	take	take	VERB
fbem-29585	116	14	the	the	DET
fbem-29585	116	15	initiative	initiative	NOUN
fbem-29585	116	16	to	to	PART
fbem-29585	116	17	perform	perform	VERB
fbem-29585	116	18	routine	routine	ADJ
fbem-29585	116	19	physical	physical	ADJ
fbem-29585	116	20	examinations	examination	NOUN
fbem-29585	116	21	,	,	PUNCT
fbem-29585	116	22	screening	screen	VERB
fbem-29585	116	23	various	various	ADJ
fbem-29585	116	24	diseases	disease	NOUN
fbem-29585	116	25	,	,	PUNCT
fbem-29585	116	26	and	and	CCONJ
fbem-29585	116	27	engage	engage	VERB
fbem-29585	116	28	in	in	ADP
fbem-29585	116	29	other	other	ADJ
fbem-29585	116	30	preventive	preventive	ADJ
fbem-29585	116	31	medical	medical	ADJ
fbem-29585	116	32	behavior	behavior	NOUN
fbem-29585	116	33	,	,	PUNCT
fbem-29585	116	34	so	so	ADV
fbem-29585	116	35	the	the	DET
fbem-29585	116	36	frequency	frequency	NOUN
fbem-29585	116	37	of	of	ADP
fbem-29585	116	38	women	woman	NOUN
fbem-29585	116	39	's	's	PART
fbem-29585	116	40	medical	medical	ADJ
fbem-29585	116	41	treatment	treatment	NOUN
fbem-29585	116	42	is	be	AUX
fbem-29585	116	43	relatively	relatively	ADV
fbem-29585	116	44	high	high	ADJ
fbem-29585	116	45	,	,	PUNCT
fbem-29585	116	46	and	and	CCONJ
fbem-29585	116	47	the	the	DET
fbem-29585	116	48	overall	overall	ADJ
fbem-29585	116	49	medical	medical	ADJ
fbem-29585	116	50	cost	cost	NOUN
fbem-29585	116	51	may	may	AUX
fbem-29585	116	52	be	be	AUX
fbem-29585	116	53	higher	high	ADJ
fbem-29585	116	54	,	,	PUNCT
fbem-29585	116	55	which	which	PRON
fbem-29585	116	56	makes	make	VERB
fbem-29585	116	57	the	the	DET
fbem-29585	116	58	insurance	insurance	NOUN
fbem-29585	116	59	cost	cost	NOUN
fbem-29585	116	60	of	of	ADP
fbem-29585	116	61	women	woman	NOUN
fbem-29585	116	62	relatively	relatively	ADV
fbem-29585	116	63	higher	high	ADJ
fbem-29585	116	64	than	than	ADP
fbem-29585	116	65	man	man	NOUN
fbem-29585	116	66	,	,	PUNCT
fbem-29585	116	67	and	and	CCONJ
fbem-29585	116	68	there	there	PRON
fbem-29585	116	69	is	be	VERB
fbem-29585	116	70	a	a	DET
fbem-29585	116	71	negative	negative	ADJ
fbem-29585	116	72	correlation	correlation	NOUN
fbem-29585	116	73	with	with	ADP
fbem-29585	116	74	the	the	DET
fbem-29585	116	75	male	male	ADJ
fbem-29585	116	76	sex	sex	NOUN
fbem-29585	116	77	.	.	PUNCT
fbem-29585	117	1	5	5	NUM
fbem-29585	117	2	.	.	X
fbem-29585	117	3	conclusion	conclusion	NOUN
fbem-29585	117	4	and	and	CCONJ
fbem-29585	117	5	discussion	discussion	NOUN
fbem-29585	117	6	this	this	DET
fbem-29585	117	7	essay	essay	NOUN
fbem-29585	117	8	analyzes	analyze	VERB
fbem-29585	117	9	the	the	DET
fbem-29585	117	10	impact	impact	NOUN
fbem-29585	117	11	of	of	ADP
fbem-29585	117	12	age	age	NOUN
fbem-29585	117	13	,	,	PUNCT
fbem-29585	117	14	bmi	bmi	NOUN
fbem-29585	117	15	,	,	PUNCT
fbem-29585	117	16	diabetes	diabetes	NOUN
fbem-29585	117	17	,	,	PUNCT
fbem-29585	117	18	smoker	smoker	NOUN
fbem-29585	117	19	and	and	CCONJ
fbem-29585	117	20	gender	gender	NOUN
fbem-29585	117	21	on	on	ADP
fbem-29585	117	22	the	the	DET
fbem-29585	117	23	cost	cost	NOUN
fbem-29585	117	24	of	of	ADP
fbem-29585	117	25	medical	medical	ADJ
fbem-29585	117	26	insurance	insurance	NOUN
fbem-29585	117	27	based	base	VERB
fbem-29585	117	28	on	on	ADP
fbem-29585	117	29	12761	12761	NUM
fbem-29585	117	30	individuals	individual	NOUN
fbem-29585	117	31	from	from	ADP
fbem-29585	117	32	americans	americans	PROPN
fbem-29585	117	33	.	.	PUNCT
fbem-29585	118	1	the	the	DET
fbem-29585	118	2	study	study	NOUN
fbem-29585	118	3	initially	initially	ADV
fbem-29585	118	4	employed	employ	VERB
fbem-29585	118	5	correlation	correlation	NOUN
fbem-29585	118	6	analysis	analysis	NOUN
fbem-29585	118	7	and	and	CCONJ
fbem-29585	118	8	vif	vif	NOUN
fbem-29585	118	9	to	to	PART
fbem-29585	118	10	assess	assess	VERB
fbem-29585	118	11	the	the	DET
fbem-29585	118	12	relationships	relationship	NOUN
fbem-29585	118	13	between	between	ADP
fbem-29585	118	14	the	the	DET
fbem-29585	118	15	independent	independent	ADJ
fbem-29585	118	16	variables	variable	NOUN
fbem-29585	118	17	and	and	CCONJ
fbem-29585	118	18	the	the	DET
fbem-29585	118	19	dependent	dependent	ADJ
fbem-29585	118	20	variable	variable	NOUN
fbem-29585	118	21	,	,	PUNCT
fbem-29585	118	22	as	as	ADV
fbem-29585	118	23	well	well	ADV
fbem-29585	118	24	as	as	ADP
fbem-29585	118	25	to	to	PART
fbem-29585	118	26	identify	identify	VERB
fbem-29585	118	27	whether	whether	SCONJ
fbem-29585	118	28	there	there	PRON
fbem-29585	118	29	is	be	VERB
fbem-29585	118	30	potential	potential	ADJ
fbem-29585	118	31	multicollinearity	multicollinearity	NOUN
fbem-29585	118	32	among	among	ADP
fbem-29585	118	33	the	the	DET
fbem-29585	118	34	factors	factor	NOUN
fbem-29585	118	35	.	.	PUNCT
fbem-29585	119	1	subsequently	subsequently	ADV
fbem-29585	119	2	,	,	PUNCT
fbem-29585	119	3	hypothesis	hypothesis	NOUN
fbem-29585	119	4	testing	testing	NOUN
fbem-29585	119	5	was	be	AUX
fbem-29585	119	6	conducted	conduct	VERB
fbem-29585	119	7	on	on	ADP
fbem-29585	119	8	the	the	DET
fbem-29585	119	9	primary	primary	ADJ
fbem-29585	119	10	variable	variable	NOUN
fbem-29585	119	11	,	,	PUNCT
fbem-29585	119	12	age	age	NOUN
fbem-29585	119	13	,	,	PUNCT
fbem-29585	119	14	to	to	PART
fbem-29585	119	15	validate	validate	VERB
fbem-29585	119	16	its	its	PRON
fbem-29585	119	17	significant	significant	ADJ
fbem-29585	119	18	effect	effect	NOUN
fbem-29585	119	19	on	on	ADP
fbem-29585	119	20	the	the	DET
fbem-29585	119	21	dependent	dependent	ADJ
fbem-29585	119	22	variable	variable	NOUN
fbem-29585	119	23	.	.	PUNCT
fbem-29585	120	1	a	a	DET
fbem-29585	120	2	multiple	multiple	ADJ
fbem-29585	120	3	linear	linear	ADJ
fbem-29585	120	4	regression	regression	NOUN
fbem-29585	120	5	model	model	NOUN
fbem-29585	120	6	was	be	AUX
fbem-29585	120	7	then	then	ADV
fbem-29585	120	8	applied	apply	VERB
fbem-29585	120	9	,	,	PUNCT
fbem-29585	120	10	incorporating	incorporate	VERB
fbem-29585	120	11	the	the	DET
fbem-29585	120	12	control	control	NOUN
fbem-29585	120	13	variable	variable	NOUN
fbem-29585	120	14	smoker	smoker	ADV
fbem-29585	120	15	to	to	PART
fbem-29585	120	16	reduce	reduce	VERB
fbem-29585	120	17	omitted	omit	VERB
fbem-29585	120	18	variable	variable	ADJ
fbem-29585	120	19	bias	bias	NOUN
fbem-29585	120	20	.	.	PUNCT
fbem-29585	121	1	upon	upon	SCONJ
fbem-29585	121	2	further	further	ADJ
fbem-29585	121	3	analysis	analysis	NOUN
fbem-29585	121	4	,	,	PUNCT
fbem-29585	121	5	it	it	PRON
fbem-29585	121	6	was	be	AUX
fbem-29585	121	7	observed	observe	VERB
fbem-29585	121	8	that	that	SCONJ
fbem-29585	121	9	the	the	DET
fbem-29585	121	10	dependent	dependent	ADJ
fbem-29585	121	11	variable	variable	NOUN
fbem-29585	121	12	exhibited	exhibit	VERB
fbem-29585	121	13	a	a	DET
fbem-29585	121	14	right	right	ADV
fbem-29585	121	15	-	-	PUNCT
fbem-29585	121	16	skewed	skewed	ADJ
fbem-29585	121	17	distribution	distribution	NOUN
fbem-29585	121	18	with	with	ADP
fbem-29585	121	19	extreme	extreme	ADJ
fbem-29585	121	20	values	value	NOUN
fbem-29585	121	21	,	,	PUNCT
fbem-29585	121	22	which	which	PRON
fbem-29585	121	23	could	could	AUX
fbem-29585	121	24	compromise	compromise	VERB
fbem-29585	121	25	the	the	DET
fbem-29585	121	26	stability	stability	NOUN
fbem-29585	121	27	of	of	ADP
fbem-29585	121	28	the	the	DET
fbem-29585	121	29	model	model	NOUN
fbem-29585	121	30	.	.	PUNCT
fbem-29585	122	1	to	to	PART
fbem-29585	122	2	address	address	VERB
fbem-29585	122	3	this	this	DET
fbem-29585	122	4	issue	issue	NOUN
fbem-29585	122	5	,	,	PUNCT
fbem-29585	122	6	the	the	DET
fbem-29585	122	7	model	model	NOUN
fbem-29585	122	8	was	be	AUX
fbem-29585	122	9	modified	modify	VERB
fbem-29585	122	10	to	to	ADP
fbem-29585	122	11	a	a	DET
fbem-29585	122	12	loglinear	loglinear	NOUN
fbem-29585	122	13	form	form	NOUN
fbem-29585	122	14	.	.	PUNCT
fbem-29585	123	1	the	the	DET
fbem-29585	123	2	results	result	NOUN
fbem-29585	123	3	ultimately	ultimately	ADV
fbem-29585	123	4	indicated	indicate	VERB
fbem-29585	123	5	that	that	SCONJ
fbem-29585	123	6	the	the	DET
fbem-29585	123	7	loglinear	loglinear	NOUN
fbem-29585	123	8	model	model	NOUN
fbem-29585	123	9	was	be	AUX
fbem-29585	123	10	the	the	DET
fbem-29585	123	11	more	more	ADV
fbem-29585	123	12	suitable	suitable	ADJ
fbem-29585	123	13	model	model	NOUN
fbem-29585	123	14	for	for	ADP
fbem-29585	123	15	this	this	DET
fbem-29585	123	16	study	study	NOUN
fbem-29585	123	17	and	and	CCONJ
fbem-29585	123	18	these	these	DET
fbem-29585	123	19	variables	variable	NOUN
fbem-29585	123	20	can	can	AUX
fbem-29585	123	21	be	be	AUX
fbem-29585	123	22	used	use	VERB
fbem-29585	123	23	to	to	PART
fbem-29585	123	24	predict	predict	VERB
fbem-29585	123	25	and	and	CCONJ
fbem-29585	123	26	explain	explain	VERB
fbem-29585	123	27	medical	medical	ADJ
fbem-29585	123	28	insurance	insurance	NOUN
fbem-29585	123	29	costs	cost	NOUN
fbem-29585	123	30	to	to	ADP
fbem-29585	123	31	a	a	DET
fbem-29585	123	32	great	great	ADJ
fbem-29585	123	33	extent	extent	NOUN
fbem-29585	123	34	.	.	PUNCT
fbem-29585	124	1	despite	despite	SCONJ
fbem-29585	124	2	the	the	DET
fbem-29585	124	3	progress	progress	NOUN
fbem-29585	124	4	achieved	achieve	VERB
fbem-29585	124	5	in	in	ADP
fbem-29585	124	6	our	our	PRON
fbem-29585	124	7	study	study	NOUN
fbem-29585	124	8	,	,	PUNCT
fbem-29585	124	9	certain	certain	ADJ
fbem-29585	124	10	limitations	limitation	NOUN
fbem-29585	124	11	remain	remain	VERB
fbem-29585	124	12	.	.	PUNCT
fbem-29585	125	1	after	after	ADP
fbem-29585	125	2	three	three	NUM
fbem-29585	125	3	iterations	iteration	NOUN
fbem-29585	125	4	of	of	ADP
fbem-29585	125	5	model	model	NOUN
fbem-29585	125	6	refinement	refinement	NOUN
fbem-29585	125	7	,	,	PUNCT
fbem-29585	125	8	the	the	DET
fbem-29585	125	9	r	r	NOUN
fbem-29585	125	10	-	-	PUNCT
fbem-29585	125	11	squared	square	VERB
fbem-29585	125	12	of	of	ADP
fbem-29585	125	13	the	the	DET
fbem-29585	125	14	model	model	NOUN
fbem-29585	125	15	reached	reach	VERB
fbem-29585	125	16	only	only	ADV
fbem-29585	125	17	0.694	0.694	NUM
fbem-29585	125	18	,	,	PUNCT
fbem-29585	125	19	indicating	indicate	VERB
fbem-29585	125	20	that	that	SCONJ
fbem-29585	125	21	the	the	DET
fbem-29585	125	22	fit	fit	NOUN
fbem-29585	125	23	still	still	ADV
fbem-29585	125	24	requires	require	VERB
fbem-29585	125	25	further	further	ADJ
fbem-29585	125	26	improvement	improvement	NOUN
fbem-29585	125	27	.	.	PUNCT
fbem-29585	126	1	this	this	PRON
fbem-29585	126	2	may	may	AUX
fbem-29585	126	3	be	be	AUX
fbem-29585	126	4	attributed	attribute	VERB
fbem-29585	126	5	to	to	ADP
fbem-29585	126	6	the	the	DET
fbem-29585	126	7	current	current	ADJ
fbem-29585	126	8	selection	selection	NOUN
fbem-29585	126	9	of	of	ADP
fbem-29585	126	10	variables	variable	NOUN
fbem-29585	126	11	—	—	PUNCT
fbem-29585	126	12	our	our	PRON
fbem-29585	126	13	analysis	analysis	NOUN
fbem-29585	126	14	considered	consider	VERB
fbem-29585	126	15	only	only	ADV
fbem-29585	126	16	five	five	NUM
fbem-29585	126	17	variables	variable	NOUN
fbem-29585	126	18	with	with	ADP
fbem-29585	126	19	mic	mic	ADJ
fbem-29585	126	20	,	,	PUNCT
fbem-29585	126	21	overlooking	overlook	VERB
fbem-29585	126	22	other	other	ADJ
fbem-29585	126	23	influential	influential	ADJ
fbem-29585	126	24	factors	factor	NOUN
fbem-29585	126	25	such	such	ADJ
fbem-29585	126	26	as	as	ADP
fbem-29585	126	27	regional	regional	ADJ
fbem-29585	126	28	environment	environment	NOUN
fbem-29585	126	29	and	and	CCONJ
fbem-29585	126	30	social	social	ADJ
fbem-29585	126	31	economic	economic	ADJ
fbem-29585	126	32	conditions	condition	NOUN
fbem-29585	126	33	.	.	PUNCT
fbem-29585	127	1	furthermore	furthermore	ADV
fbem-29585	127	2	,	,	PUNCT
fbem-29585	127	3	future	future	ADJ
fbem-29585	127	4	research	research	NOUN
fbem-29585	127	5	could	could	AUX
fbem-29585	127	6	explore	explore	VERB
fbem-29585	127	7	the	the	DET
fbem-29585	127	8	interaction	interaction	NOUN
fbem-29585	127	9	effects	effect	NOUN
fbem-29585	127	10	among	among	ADP
fbem-29585	127	11	variables	variable	NOUN
fbem-29585	127	12	or	or	CCONJ
fbem-29585	127	13	apply	apply	VERB
fbem-29585	127	14	more	more	ADV
fbem-29585	127	15	sophisticated	sophisticated	ADJ
fbem-29585	127	16	models	model	NOUN
fbem-29585	127	17	to	to	PART
fbem-29585	127	18	enhance	enhance	VERB
fbem-29585	127	19	the	the	DET
fbem-29585	127	20	explanatory	explanatory	ADJ
fbem-29585	127	21	power	power	NOUN
fbem-29585	127	22	and	and	CCONJ
fbem-29585	127	23	predictive	predictive	ADJ
fbem-29585	127	24	performance	performance	NOUN
fbem-29585	127	25	of	of	ADP
fbem-29585	127	26	the	the	DET
fbem-29585	127	27	analysis	analysis	NOUN
fbem-29585	127	28	.	.	PUNCT
fbem-29585	128	1	in	in	ADP
fbem-29585	128	2	addition	addition	NOUN
fbem-29585	128	3	,	,	PUNCT
fbem-29585	128	4	we	we	PRON
fbem-29585	128	5	have	have	AUX
fbem-29585	128	6	provided	provide	VERB
fbem-29585	128	7	some	some	DET
fbem-29585	128	8	practical	practical	ADJ
fbem-29585	128	9	recommendations	recommendation	NOUN
fbem-29585	128	10	for	for	ADP
fbem-29585	128	11	the	the	DET
fbem-29585	128	12	two	two	NUM
fbem-29585	128	13	groups	group	NOUN
fbem-29585	128	14	.	.	PUNCT
fbem-29585	129	1	for	for	ADP
fbem-29585	129	2	insurance	insurance	NOUN
fbem-29585	129	3	companies	company	NOUN
fbem-29585	129	4	,	,	PUNCT
fbem-29585	129	5	charging	charge	VERB
fbem-29585	129	6	an	an	DET
fbem-29585	129	7	appropriate	appropriate	ADJ
fbem-29585	129	8	premium	premium	NOUN
fbem-29585	129	9	based	base	VERB
fbem-29585	129	10	on	on	ADP
fbem-29585	129	11	the	the	DET
fbem-29585	129	12	risk	risk	NOUN
fbem-29585	129	13	represented	represent	VERB
fbem-29585	129	14	by	by	ADP
fbem-29585	129	15	each	each	DET
fbem-29585	129	16	client	client	NOUN
fbem-29585	129	17	is	be	AUX
fbem-29585	129	18	crucial	crucial	ADJ
fbem-29585	129	19	.	.	PUNCT
fbem-29585	130	1	the	the	DET
fbem-29585	130	2	ability	ability	NOUN
fbem-29585	130	3	to	to	PART
fbem-29585	130	4	accurately	accurately	ADV
fbem-29585	130	5	predict	predict	VERB
fbem-29585	130	6	claim	claim	NOUN
fbem-29585	130	7	amounts	amount	NOUN
fbem-29585	130	8	,	,	PUNCT
fbem-29585	130	9	or	or	CCONJ
fbem-29585	130	10	in	in	ADP
fbem-29585	130	11	other	other	ADJ
fbem-29585	130	12	words	word	NOUN
fbem-29585	130	13	,	,	PUNCT
fbem-29585	130	14	the	the	DET
fbem-29585	130	15	health	health	NOUN
fbem-29585	130	16	insurance	insurance	NOUN
fbem-29585	130	17	costs	cost	NOUN
fbem-29585	130	18	,	,	PUNCT
fbem-29585	130	19	has	have	VERB
fbem-29585	130	20	a	a	DET
fbem-29585	130	21	significant	significant	ADJ
fbem-29585	130	22	impact	impact	NOUN
fbem-29585	130	23	on	on	ADP
fbem-29585	130	24	the	the	DET
fbem-29585	130	25	company	company	NOUN
fbem-29585	130	26	's	's	PART
fbem-29585	130	27	management	management	NOUN
fbem-29585	130	28	decisions	decision	NOUN
fbem-29585	130	29	and	and	CCONJ
fbem-29585	130	30	financial	financial	ADJ
fbem-29585	130	31	statements	statement	NOUN
fbem-29585	130	32	.	.	PUNCT
fbem-29585	131	1	based	base	VERB
fbem-29585	131	2	on	on	ADP
fbem-29585	131	3	this	this	DET
fbem-29585	131	4	research	research	NOUN
fbem-29585	131	5	,	,	PUNCT
fbem-29585	131	6	insurance	insurance	NOUN
fbem-29585	131	7	companies	company	NOUN
fbem-29585	131	8	could	could	AUX
fbem-29585	131	9	predict	predict	VERB
fbem-29585	131	10	the	the	DET
fbem-29585	131	11	medical	medical	ADJ
fbem-29585	131	12	insurance	insurance	NOUN
fbem-29585	131	13	costs	cost	NOUN
fbem-29585	131	14	that	that	PRON
fbem-29585	131	15	may	may	AUX
fbem-29585	131	16	be	be	AUX
fbem-29585	131	17	incurred	incur	VERB
fbem-29585	131	18	by	by	ADP
fbem-29585	131	19	the	the	DET
fbem-29585	131	20	insured	insure	VERB
fbem-29585	131	21	individual	individual	NOUN
fbem-29585	131	22	by	by	ADP
fbem-29585	131	23	taking	take	VERB
fbem-29585	131	24	into	into	ADP
fbem-29585	131	25	account	account	NOUN
fbem-29585	131	26	factors	factor	NOUN
fbem-29585	131	27	such	such	ADJ
fbem-29585	131	28	as	as	ADP
fbem-29585	131	29	age	age	NOUN
fbem-29585	131	30	,	,	PUNCT
fbem-29585	131	31	gender	gender	NOUN
fbem-29585	131	32	,	,	PUNCT
fbem-29585	131	33	bmi	bmi	NOUN
fbem-29585	131	34	,	,	PUNCT
fbem-29585	131	35	smoking	smoking	NOUN
fbem-29585	131	36	status	status	NOUN
fbem-29585	131	37	,	,	PUNCT
fbem-29585	131	38	and	and	CCONJ
fbem-29585	131	39	diabetes	diabetes	NOUN
fbem-29585	131	40	.	.	PUNCT
fbem-29585	132	1	this	this	PRON
fbem-29585	132	2	allows	allow	VERB
fbem-29585	132	3	the	the	DET
fbem-29585	132	4	company	company	NOUN
fbem-29585	132	5	to	to	PART
fbem-29585	132	6	ultimately	ultimately	ADV
fbem-29585	132	7	determine	determine	VERB
fbem-29585	132	8	the	the	DET
fbem-29585	132	9	premium	premium	NOUN
fbem-29585	132	10	that	that	PRON
fbem-29585	132	11	the	the	DET
fbem-29585	132	12	client	client	NOUN
fbem-29585	132	13	should	should	AUX
fbem-29585	132	14	pay	pay	VERB
fbem-29585	132	15	.	.	PUNCT
fbem-29585	133	1	on	on	ADP
fbem-29585	133	2	the	the	DET
fbem-29585	133	3	other	other	ADJ
fbem-29585	133	4	hand	hand	NOUN
fbem-29585	133	5	,	,	PUNCT
fbem-29585	133	6	for	for	ADP
fbem-29585	133	7	policyholders	policyholder	NOUN
fbem-29585	133	8	,	,	PUNCT
fbem-29585	133	9	it	it	PRON
fbem-29585	133	10	is	be	AUX
fbem-29585	133	11	evident	evident	ADJ
fbem-29585	133	12	that	that	SCONJ
fbem-29585	133	13	physiological	physiological	ADJ
fbem-29585	133	14	factors	factor	NOUN
fbem-29585	133	15	have	have	VERB
fbem-29585	133	16	a	a	DET
fbem-29585	133	17	considerable	considerable	ADJ
fbem-29585	133	18	impact	impact	NOUN
fbem-29585	133	19	.	.	PUNCT
fbem-29585	134	1	therefore	therefore	ADV
fbem-29585	134	2	,	,	PUNCT
fbem-29585	134	3	it	it	PRON
fbem-29585	134	4	is	be	AUX
fbem-29585	134	5	recommended	recommend	VERB
fbem-29585	134	6	that	that	SCONJ
fbem-29585	134	7	individuals	individual	NOUN
fbem-29585	134	8	maintain	maintain	VERB
fbem-29585	134	9	better	well	ADJ
fbem-29585	134	10	health	health	NOUN
fbem-29585	134	11	and	and	CCONJ
fbem-29585	134	12	54	54	NUM
fbem-29585	134	13	eliminate	eliminate	VERB
fbem-29585	134	14	unhealthy	unhealthy	ADJ
fbem-29585	134	15	habits	habit	NOUN
fbem-29585	134	16	in	in	ADP
fbem-29585	134	17	to	to	PART
fbem-29585	134	18	reduce	reduce	VERB
fbem-29585	134	19	medical	medical	ADJ
fbem-29585	134	20	insurance	insurance	NOUN
fbem-29585	134	21	costs	cost	NOUN
fbem-29585	134	22	and	and	CCONJ
fbem-29585	134	23	save	save	VERB
fbem-29585	134	24	money	money	NOUN
fbem-29585	134	25	.	.	PUNCT
fbem-29585	135	1	references	reference	NOUN
fbem-29585	135	2	[	[	X
fbem-29585	135	3	1	1	NUM
fbem-29585	135	4	]	]	PUNCT
fbem-29585	135	5	american	american	ADJ
fbem-29585	135	6	diabetes	diabetes	PROPN
fbem-29585	135	7	association	association	PROPN
fbem-29585	135	8	(	(	PUNCT
fbem-29585	135	9	2018	2018	NUM
fbem-29585	135	10	)	)	PUNCT
fbem-29585	135	11	‘	'	PUNCT
fbem-29585	135	12	economic	economic	ADJ
fbem-29585	135	13	costs	cost	NOUN
fbem-29585	135	14	of	of	ADP
fbem-29585	135	15	diabetes	diabetes	NOUN
fbem-29585	135	16	in	in	ADP
fbem-29585	135	17	the	the	DET
fbem-29585	135	18	u.s	u.s	PROPN
fbem-29585	135	19	.	.	PROPN
fbem-29585	135	20	in	in	ADP
fbem-29585	135	21	2017	2017	NUM
fbem-29585	135	22	’	'	PUNCT
fbem-29585	135	23	,	,	PUNCT
fbem-29585	135	24	diabetes	diabetes	NOUN
fbem-29585	135	25	care	care	NOUN
fbem-29585	135	26	,	,	PUNCT
fbem-29585	135	27	41(5	41(5	NUM
fbem-29585	135	28	)	)	PUNCT
fbem-29585	135	29	,	,	PUNCT
fbem-29585	136	1	pp	pp	ADJ
fbem-29585	136	2	.	.	PUNCT
fbem-29585	137	1	917928	917928	NUM
fbem-29585	137	2	.	.	PUNCT
fbem-29585	138	1	available	available	ADJ
fbem-29585	138	2	at	at	ADP
fbem-29585	138	3	:	:	PUNCT
fbem-29585	138	4	https://doi.org/10.2337/dci18-0007	https://doi.org/10.2337/dci18-0007	ADJ
fbem-29585	138	5	(	(	PUNCT
fbem-29585	138	6	accessed	access	VERB
fbem-29585	138	7	:	:	PUNCT
fbem-29585	138	8	12	12	NUM
fbem-29585	138	9	november	november	NOUN
fbem-29585	138	10	2024	2024	NUM
fbem-29585	138	11	)	)	PUNCT
fbem-29585	138	12	.	.	PUNCT
fbem-29585	139	1	[	[	X
fbem-29585	139	2	2	2	NUM
fbem-29585	139	3	]	]	PUNCT
fbem-29585	139	4	anderson	anderson	PROPN
fbem-29585	139	5	,	,	PUNCT
fbem-29585	139	6	m.	m.	NOUN
fbem-29585	139	7	,	,	PUNCT
fbem-29585	139	8	dobkin	dobkin	PROPN
fbem-29585	139	9	,	,	PUNCT
fbem-29585	139	10	c.	c.	PROPN
fbem-29585	139	11	and	and	CCONJ
fbem-29585	139	12	gross	gross	ADJ
fbem-29585	139	13	,	,	PUNCT
fbem-29585	139	14	t.	t.	PROPN
fbem-29585	139	15	(	(	PUNCT
fbem-29585	139	16	2012	2012	NUM
fbem-29585	139	17	)	)	PUNCT
fbem-29585	139	18	‘	'	PUNCT
fbem-29585	139	19	the	the	DET
fbem-29585	139	20	effect	effect	NOUN
fbem-29585	139	21	of	of	ADP
fbem-29585	139	22	health	health	NOUN
fbem-29585	139	23	insurance	insurance	NOUN
fbem-29585	139	24	coverage	coverage	NOUN
fbem-29585	139	25	on	on	ADP
fbem-29585	139	26	the	the	DET
fbem-29585	139	27	use	use	NOUN
fbem-29585	139	28	of	of	ADP
fbem-29585	139	29	medical	medical	ADJ
fbem-29585	139	30	services	service	NOUN
fbem-29585	139	31	’	'	PUNCT
fbem-29585	139	32	,	,	PUNCT
fbem-29585	139	33	american	american	PROPN
fbem-29585	139	34	economic	economic	ADJ
fbem-29585	139	35	journal	journal	NOUN
fbem-29585	139	36	:	:	PUNCT
fbem-29585	139	37	economic	economic	ADJ
fbem-29585	139	38	policy	policy	NOUN
fbem-29585	139	39	,	,	PUNCT
fbem-29585	139	40	4(1	4(1	NOUN
fbem-29585	139	41	)	)	PUNCT
fbem-29585	139	42	,	,	PUNCT
fbem-29585	139	43	pp	pp	PROPN
fbem-29585	139	44	.	.	PUNCT
fbem-29585	140	1	1–27	1–27	NUM
fbem-29585	140	2	.	.	PUNCT
fbem-29585	140	3	doi	doi	NOUN
fbem-29585	140	4	:	:	PUNCT
fbem-29585	140	5	10.1257	10.1257	NUM
fbem-29585	140	6	/	/	SYM
fbem-29585	140	7	pol.4.1.1	pol.4.1.1	NOUN
fbem-29585	141	1	[	[	X
fbem-29585	141	2	3	3	X
fbem-29585	141	3	]	]	X
fbem-29585	141	4	benoit	benoit	NOUN
fbem-29585	141	5	,	,	PUNCT
fbem-29585	141	6	k.	k.	PROPN
fbem-29585	141	7	(	(	PUNCT
fbem-29585	141	8	2011	2011	NUM
fbem-29585	141	9	)	)	PUNCT
fbem-29585	141	10	linear	linear	ADJ
fbem-29585	141	11	regression	regression	NOUN
fbem-29585	141	12	models	model	NOUN
fbem-29585	141	13	with	with	ADP
fbem-29585	141	14	logarithmic	logarithmic	ADJ
fbem-29585	141	15	transformations	transformation	NOUN
fbem-29585	141	16	london	london	PROPN
fbem-29585	141	17	:	:	PUNCT
fbem-29585	141	18	london	london	PROPN
fbem-29585	141	19	school	school	NOUN
fbem-29585	141	20	of	of	ADP
fbem-29585	141	21	economics	economic	NOUN
fbem-29585	141	22	,	,	PUNCT
fbem-29585	141	23	pp	pp	ADV
fbem-29585	141	24	.	.	PUNCT
fbem-29585	142	1	18.(accessed	18.(accesse	VERB
fbem-29585	142	2	:	:	PUNCT
fbem-29585	142	3	12	12	NUM
fbem-29585	142	4	november	november	NOUN
fbem-29585	142	5	2024	2024	NUM
fbem-29585	142	6	)	)	PUNCT
fbem-29585	142	7	.	.	PUNCT
fbem-29585	143	1	[	[	X
fbem-29585	143	2	4	4	NUM
fbem-29585	143	3	]	]	X
fbem-29585	143	4	duncan	duncan	PROPN
fbem-29585	143	5	,	,	PUNCT
fbem-29585	143	6	i.	i.	PROPN
fbem-29585	143	7	,	,	PUNCT
fbem-29585	143	8	loginov	loginov	PROPN
fbem-29585	143	9	,	,	PUNCT
fbem-29585	143	10	m.	m.	NOUN
fbem-29585	143	11	,	,	PUNCT
fbem-29585	143	12	and	and	CCONJ
fbem-29585	143	13	ludkovski	ludkovski	ADJ
fbem-29585	143	14	,	,	PUNCT
fbem-29585	143	15	m.	m.	NOUN
fbem-29585	143	16	(	(	PUNCT
fbem-29585	143	17	2016	2016	NUM
fbem-29585	143	18	)	)	PUNCT
fbem-29585	143	19	‘	'	PUNCT
fbem-29585	143	20	testing	test	VERB
fbem-29585	143	21	alternative	alternative	ADJ
fbem-29585	143	22	regression	regression	NOUN
fbem-29585	143	23	frameworks	framework	NOUN
fbem-29585	143	24	for	for	ADP
fbem-29585	143	25	predictive	predictive	ADJ
fbem-29585	143	26	modeling	modeling	NOUN
fbem-29585	143	27	of	of	ADP
fbem-29585	143	28	health	health	NOUN
fbem-29585	143	29	care	care	NOUN
fbem-29585	143	30	costs	cost	NOUN
fbem-29585	143	31	’	'	PUNCT
fbem-29585	143	32	,	,	PUNCT
fbem-29585	143	33	north	north	ADJ
fbem-29585	143	34	american	american	ADJ
fbem-29585	143	35	actuarial	actuarial	ADJ
fbem-29585	143	36	journal	journal	NOUN
fbem-29585	143	37	,	,	PUNCT
fbem-29585	143	38	20(1	20(1	NUM
fbem-29585	143	39	)	)	PUNCT
fbem-29585	143	40	,	,	PUNCT
fbem-29585	143	41	pp	pp	PROPN
fbem-29585	143	42	.	.	PUNCT
fbem-29585	144	1	65	65	NUM
fbem-29585	144	2	-	-	PUNCT
fbem-29585	144	3	87.(accessed	87.(accesse	VERB
fbem-29585	144	4	:	:	PUNCT
fbem-29585	144	5	12	12	NUM
fbem-29585	144	6	november	november	NOUN
fbem-29585	144	7	2024	2024	NUM
fbem-29585	144	8	)	)	PUNCT
fbem-29585	144	9	.	.	PUNCT
fbem-29585	145	1	[	[	X
fbem-29585	145	2	5	5	NUM
fbem-29585	145	3	]	]	X
fbem-29585	145	4	gupta	gupta	PROPN
fbem-29585	145	5	,	,	PUNCT
fbem-29585	145	6	s.	s.	PROPN
fbem-29585	145	7	(	(	PUNCT
fbem-29585	145	8	2022	2022	NUM
fbem-29585	145	9	)	)	PUNCT
fbem-29585	145	10	health	health	NOUN
fbem-29585	145	11	insurance	insurance	NOUN
fbem-29585	145	12	data	datum	NOUN
fbem-29585	145	13	set	set	VERB
fbem-29585	145	14	.	.	PUNCT
fbem-29585	146	1	available	available	ADJ
fbem-29585	146	2	at	at	ADP
fbem-29585	146	3	:	:	PUNCT
fbem-29585	146	4	https://www.kaggle.com/datasets/sureshgupta/healthinsurance-data-set/data	https://www.kaggle.com/datasets/sureshgupta/healthinsurance-data-set/data	X
fbem-29585	146	5	(	(	PUNCT
fbem-29585	146	6	accessed	access	VERB
fbem-29585	146	7	:	:	PUNCT
fbem-29585	146	8	10	10	NUM
fbem-29585	146	9	november	november	NOUN
fbem-29585	146	10	2024	2024	NUM
fbem-29585	146	11	)	)	PUNCT
fbem-29585	146	12	.	.	PUNCT
fbem-29585	147	1	[	[	X
fbem-29585	147	2	6	6	NUM
fbem-29585	147	3	]	]	PUNCT
fbem-29585	147	4	he	he	PRON
fbem-29585	147	5	,	,	PUNCT
fbem-29585	147	6	q.j	q.j	PROPN
fbem-29585	147	7	.	.	PROPN
fbem-29585	147	8	(	(	PUNCT
fbem-29585	147	9	2024	2024	NUM
fbem-29585	147	10	)	)	PUNCT
fbem-29585	147	11	‘	'	PUNCT
fbem-29585	147	12	research	research	NOUN
fbem-29585	147	13	on	on	ADP
fbem-29585	147	14	factors	factor	NOUN
fbem-29585	147	15	influencing	influence	VERB
fbem-29585	147	16	medical	medical	ADJ
fbem-29585	147	17	insurance	insurance	NOUN
fbem-29585	147	18	cost	cost	NOUN
fbem-29585	147	19	in	in	ADP
fbem-29585	147	20	the	the	DET
fbem-29585	147	21	us	us	PROPN
fbem-29585	147	22	’	'	PUNCT
fbem-29585	147	23	,	,	PUNCT
fbem-29585	147	24	transactions	transaction	NOUN
fbem-29585	147	25	on	on	ADP
fbem-29585	147	26	economics	economic	NOUN
fbem-29585	147	27	business	business	NOUN
fbem-29585	147	28	and	and	CCONJ
fbem-29585	147	29	management	management	NOUN
fbem-29585	147	30	research	research	NOUN
fbem-29585	147	31	,	,	PUNCT
fbem-29585	147	32	10	10	NUM
fbem-29585	147	33	,	,	PUNCT
fbem-29585	147	34	pp	pp	ADJ
fbem-29585	147	35	.	.	PUNCT
fbem-29585	147	36	31	31	NUM
fbem-29585	147	37	-	-	SYM
fbem-29585	147	38	36	36	NUM
fbem-29585	147	39	.	.	PUNCT
fbem-29585	148	1	doi:10.62051	doi:10.62051	PROPN
fbem-29585	148	2	/	/	SYM
fbem-29585	149	1	yj92kn72	yj92kn72	PROPN
fbem-29585	149	2	.	.	PUNCT
fbem-29585	150	1	[	[	X
fbem-29585	150	2	7	7	NUM
fbem-29585	150	3	]	]	X
fbem-29585	150	4	kwapisz	kwapisz	NOUN
fbem-29585	150	5	,	,	PUNCT
fbem-29585	150	6	a.	a.	NOUN
fbem-29585	150	7	(	(	PUNCT
fbem-29585	150	8	2022	2022	NUM
fbem-29585	150	9	)	)	PUNCT
fbem-29585	150	10	‘	'	PUNCT
fbem-29585	150	11	health	health	NOUN
fbem-29585	150	12	insurance	insurance	NOUN
fbem-29585	150	13	coverage	coverage	NOUN
fbem-29585	150	14	and	and	CCONJ
fbem-29585	150	15	sources	source	NOUN
fbem-29585	150	16	of	of	ADP
fbem-29585	150	17	advice	advice	NOUN
fbem-29585	150	18	in	in	ADP
fbem-29585	150	19	entrepreneurship	entrepreneurship	NOUN
fbem-29585	150	20	:	:	PUNCT
fbem-29585	150	21	gender	gender	NOUN
fbem-29585	150	22	differences	difference	NOUN
fbem-29585	150	23	’	'	PUNCT
fbem-29585	150	24	,	,	PUNCT
fbem-29585	150	25	journal	journal	NOUN
fbem-29585	150	26	of	of	ADP
fbem-29585	150	27	business	business	NOUN
fbem-29585	150	28	venturing	venture	VERB
fbem-29585	150	29	insights	insight	NOUN
fbem-29585	150	30	,	,	PUNCT
fbem-29585	150	31	14	14	NUM
fbem-29585	150	32	,	,	PUNCT
fbem-29585	150	33	pp	pp	ADJ
fbem-29585	150	34	.	.	PUNCT
fbem-29585	151	1	1	1	NUM
fbem-29585	151	2	-	-	SYM
fbem-29585	151	3	12	12	NUM
fbem-29585	151	4	.	.	PUNCT
fbem-29585	151	5	available	available	ADJ
fbem-29585	151	6	at	at	ADP
fbem-29585	151	7	:	:	PUNCT
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fbem-29585	151	9	(	(	PUNCT
fbem-29585	151	10	accessed	access	VERB
fbem-29585	151	11	:	:	PUNCT
fbem-29585	151	12	13	13	NUM
fbem-29585	151	13	november	november	NOUN
fbem-29585	151	14	2024	2024	NUM
fbem-29585	151	15	)	)	PUNCT
fbem-29585	151	16	.	.	PUNCT
fbem-29585	152	1	[	[	X
fbem-29585	152	2	8	8	NUM
fbem-29585	152	3	]	]	SYM
fbem-29585	152	4	li	li	PROPN
fbem-29585	152	5	,	,	PUNCT
fbem-29585	152	6	k.t	k.t	PROPN
fbem-29585	152	7	.	.	PROPN
fbem-29585	152	8	(	(	PUNCT
fbem-29585	152	9	2021	2021	NUM
fbem-29585	152	10	)	)	PUNCT
fbem-29585	152	11	‘	'	PUNCT
fbem-29585	152	12	regional	regional	ADJ
fbem-29585	152	13	disparity	disparity	NOUN
fbem-29585	152	14	of	of	ADP
fbem-29585	152	15	medical	medical	ADJ
fbem-29585	152	16	insurance	insurance	NOUN
fbem-29585	152	17	fund	fund	NOUN
fbem-29585	152	18	expenditure	expenditure	NOUN
fbem-29585	152	19	——	——	PUNCT
fbem-29585	152	20	based	base	VERB
fbem-29585	152	21	on	on	ADP
fbem-29585	152	22	dagum	dagum	PROPN
fbem-29585	152	23	gini	gini	PROPN
fbem-29585	152	24	method	method	PROPN
fbem-29585	152	25	’	'	PUNCT
fbem-29585	152	26	,	,	PUNCT
fbem-29585	152	27	public	public	ADJ
fbem-29585	152	28	finance	finance	NOUN
fbem-29585	152	29	research	research	NOUN
fbem-29585	152	30	journal	journal	NOUN
fbem-29585	152	31	,	,	PUNCT
fbem-29585	152	32	2	2	NUM
fbem-29585	152	33	,	,	PUNCT
fbem-29585	152	34	pp	pp	ADJ
fbem-29585	152	35	.	.	PUNCT
fbem-29585	153	1	62	62	NUM
fbem-29585	153	2	-	-	SYM
fbem-29585	153	3	71	71	NUM
fbem-29585	153	4	.	.	PUNCT
fbem-29585	154	1	available	available	ADJ
fbem-29585	154	2	at	at	ADP
fbem-29585	154	3	:	:	PUNCT
fbem-29585	154	4	https://cstj.cqvip.com/qikan/article/detail?id=7105015056	https://cstj.cqvip.com/qikan/article/detail?id=7105015056	PROPN
fbem-29585	154	5	(	(	PUNCT
fbem-29585	154	6	accessed	access	VERB
fbem-29585	154	7	:	:	PUNCT
fbem-29585	154	8	10	10	NUM
fbem-29585	154	9	november	november	NOUN
fbem-29585	154	10	2024	2024	NUM
fbem-29585	154	11	)	)	PUNCT
fbem-29585	154	12	.	.	PUNCT
fbem-29585	155	1	[	[	X
fbem-29585	155	2	9	9	NUM
fbem-29585	155	3	]	]	X
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fbem-29585	155	5	,	,	PUNCT
fbem-29585	155	6	k.c	k.c	PROPN
fbem-29585	155	7	.	.	PROPN
fbem-29585	155	8	(	(	PUNCT
fbem-29585	155	9	2016	2016	NUM
fbem-29585	155	10	)	)	PUNCT
fbem-29585	155	11	‘	'	PUNCT
fbem-29585	155	12	health	health	NOUN
fbem-29585	155	13	insurance	insurance	NOUN
fbem-29585	155	14	and	and	CCONJ
fbem-29585	155	15	blood	blood	NOUN
fbem-29585	155	16	pressure	pressure	NOUN
fbem-29585	155	17	control	control	NOUN
fbem-29585	155	18	’	'	PUNCT
fbem-29585	155	19	,	,	PUNCT
fbem-29585	155	20	journal	journal	NOUN
fbem-29585	155	21	of	of	ADP
fbem-29585	155	22	the	the	DET
fbem-29585	155	23	american	american	PROPN
fbem-29585	155	24	heart	heart	PROPN
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fbem-29585	155	26	,	,	PUNCT
fbem-29585	155	27	5(12	5(12	NUM
fbem-29585	155	28	)	)	PUNCT
fbem-29585	155	29	,	,	PUNCT
fbem-29585	155	30	pp	pp	PROPN
fbem-29585	155	31	.	.	PUNCT
fbem-29585	155	32	1	1	NUM
fbem-29585	155	33	-	-	SYM
fbem-29585	155	34	5	5	NUM
fbem-29585	155	35	.	.	PUNCT
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fbem-29585	155	37	/	/	SYM
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fbem-29585	155	39	.	.	PUNCT
fbem-29585	156	1	[	[	X
fbem-29585	156	2	10	10	NUM
fbem-29585	156	3	]	]	X
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fbem-29585	156	5	,	,	PUNCT
fbem-29585	156	6	u.	u.	PROPN
fbem-29585	156	7	,	,	PUNCT
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fbem-29585	156	9	,	,	PUNCT
fbem-29585	156	10	e.	e.	PROPN
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fbem-29585	156	12	2023	2023	NUM
fbem-29585	156	13	)	)	PUNCT
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fbem-29585	156	17	an	an	DET
fbem-29585	156	18	explainable	explainable	ADJ
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fbem-29585	156	20	prediction	prediction	NOUN
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fbem-29585	156	22	medical	medical	ADJ
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fbem-29585	156	24	,	,	PUNCT
fbem-29585	156	25	pp	pp	ADJ
fbem-29585	156	26	.	.	PUNCT
fbem-29585	157	1	1	1	NUM
fbem-29585	157	2	-	-	SYM
fbem-29585	157	3	42	42	NUM
fbem-29585	157	4	.	.	PUNCT
fbem-29585	157	5	available	available	ADJ
fbem-29585	157	6	at	at	ADP
fbem-29585	157	7	:	:	PUNCT
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fbem-29585	157	9	rx&an	rx&an	NOUN
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fbem-29585	157	11	edsarx.2311.14139&site	edsarx.2311.14139&site	PROPN
fbem-29585	157	12	=	=	SYM
fbem-29585	157	13	eds	ed	NOUN
fbem-29585	157	14	-	-	PUNCT
fbem-29585	157	15	live&scope	live&scope	NOUN
fbem-29585	157	16	=	=	NOUN
fbem-29585	157	17	site	site	NOUN
fbem-29585	157	18	(	(	PUNCT
fbem-29585	157	19	accessed	access	VERB
fbem-29585	157	20	:	:	PUNCT
fbem-29585	157	21	12	12	NUM
fbem-29585	157	22	november	november	NOUN
fbem-29585	157	23	2024	2024	NUM
fbem-29585	157	24	)	)	PUNCT
fbem-29585	157	25	.	.	PUNCT
fbem-29585	158	1	[	[	X
fbem-29585	158	2	11	11	NUM
fbem-29585	158	3	]	]	PUNCT
fbem-29585	158	4	plemons	plemon	NOUN
fbem-29585	158	5	,	,	PUNCT
fbem-29585	158	6	c.	c.	PROPN
fbem-29585	158	7	(	(	PUNCT
fbem-29585	158	8	2024	2024	NUM
fbem-29585	158	9	)	)	PUNCT
fbem-29585	158	10	individual	individual	NOUN
fbem-29585	158	11	and	and	CCONJ
fbem-29585	158	12	family	family	NOUN
fbem-29585	158	13	——	——	PUNCT
fbem-29585	158	14	what	what	PRON
fbem-29585	158	15	is	be	AUX
fbem-29585	158	16	a	a	DET
fbem-29585	158	17	health	health	NOUN
fbem-29585	158	18	insurance	insurance	NOUN
fbem-29585	158	19	claim	claim	NOUN
fbem-29585	158	20	?	?	PUNCT
fbem-29585	159	1	available	available	ADJ
fbem-29585	159	2	at	at	ADP
fbem-29585	159	3	:	:	PUNCT
fbem-29585	159	4	https://www.ehealthinsurance.com/resources/individual-andfamily/what-is-a-health-insurance-claim	https://www.ehealthinsurance.com/resources/individual-andfamily/what-is-a-health-insurance-claim	PROPN
fbem-29585	159	5	(	(	PUNCT
fbem-29585	159	6	accessed	access	VERB
fbem-29585	159	7	:	:	PUNCT
fbem-29585	159	8	20	20	NUM
fbem-29585	159	9	november	november	NOUN
fbem-29585	159	10	2024	2024	NUM
fbem-29585	159	11	)	)	PUNCT
fbem-29585	159	12	.	.	PUNCT
fbem-29585	160	1	[	[	X
fbem-29585	160	2	12	12	NUM
fbem-29585	160	3	]	]	X
fbem-29585	160	4	ramachandran	ramachandran	PROPN
fbem-29585	160	5	,	,	PUNCT
fbem-29585	160	6	v.	v.	PROPN
fbem-29585	160	7	,	,	PUNCT
fbem-29585	160	8	kavitha	kavitha	PROPN
fbem-29585	160	9	,	,	PUNCT
fbem-29585	160	10	a.r	a.r	PROPN
fbem-29585	160	11	.	.	PROPN
fbem-29585	160	12	and	and	CCONJ
fbem-29585	160	13	pandimeena	pandimeena	PROPN
fbem-29585	160	14	,	,	PUNCT
fbem-29585	160	15	r.	r.	PROPN
fbem-29585	160	16	(	(	PUNCT
fbem-29585	160	17	2023	2023	NUM
fbem-29585	160	18	)	)	PUNCT
fbem-29585	160	19	‘	'	PUNCT
fbem-29585	160	20	an	an	DET
fbem-29585	160	21	accurate	accurate	ADJ
fbem-29585	160	22	prediction	prediction	NOUN
fbem-29585	160	23	of	of	ADP
fbem-29585	160	24	medical	medical	ADJ
fbem-29585	160	25	insurance	insurance	NOUN
fbem-29585	160	26	cost	cost	NOUN
fbem-29585	160	27	using	use	VERB
fbem-29585	160	28	forest	forest	NOUN
fbem-29585	160	29	regression	regression	NOUN
fbem-29585	160	30	algorithms	algorithm	NOUN
fbem-29585	160	31	’	'	PUNCT
fbem-29585	160	32	,	,	PUNCT
fbem-29585	160	33	2023	2023	NUM
fbem-29585	160	34	international	international	ADJ
fbem-29585	160	35	conference	conference	NOUN
fbem-29585	160	36	on	on	ADP
fbem-29585	160	37	data	datum	NOUN
fbem-29585	160	38	science	science	NOUN
fbem-29585	160	39	,	,	PUNCT
fbem-29585	160	40	agents	agent	NOUN
fbem-29585	160	41	&	&	CCONJ
fbem-29585	160	42	artificial	artificial	ADJ
fbem-29585	160	43	intelligence	intelligence	NOUN
fbem-29585	160	44	(	(	PUNCT
fbem-29585	160	45	icdsaai	icdsaai	PROPN
fbem-29585	160	46	)	)	PUNCT
fbem-29585	160	47	,	,	PUNCT
fbem-29585	160	48	chennai	chennai	PROPN
fbem-29585	160	49	,	,	PUNCT
fbem-29585	160	50	india	india	PROPN
fbem-29585	160	51	,	,	PUNCT
fbem-29585	160	52	21	21	NUM
fbem-29585	160	53	-	-	SYM
fbem-29585	160	54	23	23	NUM
fbem-29585	160	55	december	december	PROPN
fbem-29585	160	56	,	,	PUNCT
fbem-29585	160	57	pp	pp	ADJ
fbem-29585	160	58	.	.	PUNCT
fbem-29585	161	1	1	1	NUM
fbem-29585	161	2	-	-	SYM
fbem-29585	161	3	4	4	NUM
fbem-29585	161	4	.	.	PUNCT
fbem-29585	161	5	available	available	ADJ
fbem-29585	161	6	at	at	ADP
fbem-29585	161	7	:	:	PUNCT
fbem-29585	161	8	https://ieeexplore.ieee.org/abstract/document/10452541/citati	https://ieeexplore.ieee.org/abstract/document/10452541/citati	PROPN
fbem-29585	161	9	ons#citations	ons#citations	PROPN
fbem-29585	161	10	(	(	PUNCT
fbem-29585	161	11	accessed	access	VERB
fbem-29585	161	12	:	:	PUNCT
fbem-29585	161	13	20	20	NUM
fbem-29585	161	14	november	november	NOUN
fbem-29585	161	15	2024	2024	NUM
fbem-29585	161	16	)	)	PUNCT
fbem-29585	162	1	[	[	X
fbem-29585	162	2	13	13	NUM
fbem-29585	162	3	]	]	X
fbem-29585	162	4	singhal	singhal	NOUN
fbem-29585	162	5	,	,	PUNCT
fbem-29585	162	6	n.	n.	NOUN
fbem-29585	162	7	,	,	PUNCT
fbem-29585	162	8	goyal	goyal	PROPN
fbem-29585	162	9	,	,	PUNCT
fbem-29585	162	10	s.	s.	PROPN
fbem-29585	162	11	and	and	CCONJ
fbem-29585	162	12	singhal	singhal	PROPN
fbem-29585	162	13	,	,	PUNCT
fbem-29585	162	14	t.	t.	PROPN
fbem-29585	162	15	(	(	PUNCT
fbem-29585	162	16	2022	2022	NUM
fbem-29585	162	17	)	)	PUNCT
fbem-29585	162	18	‘	'	PUNCT
fbem-29585	162	19	the	the	DET
fbem-29585	162	20	relationship	relationship	NOUN
fbem-29585	162	21	between	between	ADP
fbem-29585	162	22	insurance	insurance	NOUN
fbem-29585	162	23	and	and	CCONJ
fbem-29585	162	24	economic	economic	ADJ
fbem-29585	162	25	growth	growth	NOUN
fbem-29585	162	26	in	in	ADP
fbem-29585	162	27	asian	asian	ADJ
fbem-29585	162	28	countries	country	NOUN
fbem-29585	162	29	:	:	PUNCT
fbem-29585	162	30	a	a	DET
fbem-29585	162	31	regional	regional	ADJ
fbem-29585	162	32	perspective	perspective	NOUN
fbem-29585	162	33	’	'	PUNCT
fbem-29585	162	34	,	,	PUNCT
fbem-29585	162	35	macroeconomics	macroeconomic	NOUN
fbem-29585	162	36	and	and	CCONJ
fbem-29585	162	37	finance	finance	NOUN
fbem-29585	162	38	in	in	ADP
fbem-29585	162	39	emerging	emerge	VERB
fbem-29585	162	40	market	market	NOUN
fbem-29585	162	41	economies	economy	NOUN
fbem-29585	162	42	,	,	PUNCT
fbem-29585	162	43	15(3	15(3	NUM
fbem-29585	162	44	)	)	PUNCT
fbem-29585	162	45	,	,	PUNCT
fbem-29585	162	46	pp	pp	PROPN
fbem-29585	162	47	.	.	PUNCT
fbem-29585	163	1	301	301	NUM
fbem-29585	163	2	-	-	SYM
fbem-29585	163	3	322	322	NUM
fbem-29585	163	4	.	.	PUNCT
fbem-29585	163	5	available	available	ADJ
fbem-29585	163	6	at	at	ADP
fbem-29585	163	7	:	:	PUNCT
fbem-29585	163	8	https://doi.org/10.1080/17520843.2021.1957599	https://doi.org/10.1080/17520843.2021.1957599	PROPN
fbem-29585	163	9	(	(	PUNCT
fbem-29585	163	10	accessed	access	VERB
fbem-29585	163	11	:	:	PUNCT
fbem-29585	163	12	15	15	NUM
fbem-29585	163	13	november	november	NOUN
fbem-29585	163	14	2024	2024	NUM
fbem-29585	163	15	)	)	PUNCT
fbem-29585	163	16	.	.	PUNCT
fbem-29585	164	1	[	[	X
fbem-29585	164	2	14	14	NUM
fbem-29585	164	3	]	]	PUNCT
fbem-29585	164	4	world	world	PROPN
fbem-29585	164	5	health	health	NOUN
fbem-29585	164	6	organization	organization	NOUN
fbem-29585	164	7	(	(	PUNCT
fbem-29585	164	8	2021	2021	NUM
fbem-29585	164	9	)	)	PUNCT
fbem-29585	164	10	global	global	ADJ
fbem-29585	164	11	expenditure	expenditure	NOUN
fbem-29585	164	12	on	on	ADP
fbem-29585	164	13	health	health	NOUN
fbem-29585	164	14	:	:	PUNCT
fbem-29585	164	15	public	public	ADJ
fbem-29585	164	16	spending	spending	NOUN
fbem-29585	164	17	on	on	ADP
fbem-29585	164	18	the	the	DET
fbem-29585	164	19	rise	rise	NOUN
fbem-29585	164	20	?	?	PUNCT
fbem-29585	165	1	geneva	geneva	NOUN
fbem-29585	165	2	:	:	PUNCT
fbem-29585	165	3	world	world	PROPN
fbem-29585	165	4	health	health	PROPN
fbem-29585	165	5	organization	organization	PROPN
fbem-29585	165	6	.	.	PUNCT
fbem-29585	166	1	available	available	ADJ
fbem-29585	166	2	at	at	ADP
fbem-29585	166	3	:	:	PUNCT
fbem-29585	166	4	https://www.who.int/publications/i/item/9789240041219	https://www.who.int/publications/i/item/9789240041219	NOUN
fbem-29585	166	5	(	(	PUNCT
fbem-29585	166	6	accessed	access	VERB
fbem-29585	166	7	:	:	PUNCT
fbem-29585	166	8	10	10	NUM
fbem-29585	166	9	november	november	NOUN
fbem-29585	166	10	2024	2024	NUM
fbem-29585	166	11	)	)	PUNCT
fbem-29585	166	12	.	.	PUNCT
fbem-29585	167	1	[	[	X
fbem-29585	167	2	15	15	NUM
fbem-29585	167	3	]	]	X
fbem-29585	167	4	xia	xia	PROPN
fbem-29585	167	5	,	,	PUNCT
fbem-29585	167	6	x.	x.	NOUN
fbem-29585	167	7	et	et	PROPN
fbem-29585	167	8	al	al	PROPN
fbem-29585	167	9	.	.	PROPN
fbem-29585	168	1	(	(	PUNCT
fbem-29585	168	2	2024	2024	NUM
fbem-29585	168	3	)	)	PUNCT
fbem-29585	168	4	‘	'	PUNCT
fbem-29585	168	5	association	association	NOUN
fbem-29585	168	6	of	of	ADP
fbem-29585	168	7	body	body	NOUN
fbem-29585	168	8	mass	mass	NOUN
fbem-29585	168	9	index	index	NOUN
fbem-29585	168	10	with	with	ADP
fbem-29585	168	11	risk	risk	NOUN
fbem-29585	168	12	of	of	ADP
fbem-29585	168	13	cardiometabolic	cardiometabolic	NOUN
fbem-29585	168	14	disease	disease	NOUN
fbem-29585	168	15	,	,	PUNCT
fbem-29585	168	16	multimorbidity	multimorbidity	NOUN
fbem-29585	168	17	and	and	CCONJ
fbem-29585	168	18	mortality	mortality	NOUN
fbem-29585	168	19	:	:	PUNCT
fbem-29585	168	20	a	a	DET
fbem-29585	168	21	multi	multi	ADJ
fbem-29585	168	22	-	-	ADJ
fbem-29585	168	23	state	state	ADJ
fbem-29585	168	24	analysis	analysis	NOUN
fbem-29585	168	25	based	base	VERB
fbem-29585	168	26	on	on	ADP
fbem-29585	168	27	the	the	DET
fbem-29585	168	28	kailuan	kailuan	PROPN
fbem-29585	168	29	cohort	cohort	PROPN
fbem-29585	168	30	’	'	PUNCT
fbem-29585	168	31	,	,	PUNCT
fbem-29585	168	32	endocrine	endocrine	NOUN
fbem-29585	168	33	:	:	PUNCT
fbem-29585	168	34	international	international	ADJ
fbem-29585	168	35	journal	journal	NOUN
fbem-29585	168	36	of	of	ADP
fbem-29585	168	37	basic	basic	ADJ
fbem-29585	168	38	and	and	CCONJ
fbem-29585	168	39	clinical	clinical	ADJ
fbem-29585	168	40	endocrinology	endocrinology	NOUN
fbem-29585	168	41	,	,	PUNCT
fbem-29585	168	42	84	84	NUM
fbem-29585	168	43	,	,	PUNCT
fbem-29585	168	44	pp	pp	ADJ
fbem-29585	168	45	.	.	PUNCT
fbem-29585	169	1	355–364	355–364	NUM
fbem-29585	169	2	.	.	PUNCT
fbem-29585	170	1	available	available	ADJ
fbem-29585	170	2	at	at	ADP
fbem-29585	170	3	:	:	PUNCT
fbem-29585	170	4	https://doi.org/10.1007/s12020023-03570-w	https://doi.org/10.1007/s12020023-03570-w	PROPN
fbem-29585	170	5	(	(	PUNCT
fbem-29585	170	6	accessed	access	VERB
fbem-29585	170	7	:	:	PUNCT
fbem-29585	170	8	15	15	NUM
fbem-29585	170	9	november	november	NOUN
fbem-29585	170	10	2024	2024	NUM
fbem-29585	170	11	)	)	PUNCT
fbem-29585	170	12	.	.	PUNCT
fbem-29585	171	1	[	[	X
fbem-29585	171	2	16	16	NUM
fbem-29585	171	3	]	]	X
fbem-29585	171	4	yun	yun	PROPN
fbem-29585	171	5	,	,	PUNCT
fbem-29585	171	6	y.h	y.h	PROPN
fbem-29585	171	7	.	.	PROPN
fbem-29585	171	8	et	et	PROPN
fbem-29585	171	9	al	al	PROPN
fbem-29585	171	10	.	.	PROPN
fbem-29585	171	11	(	(	PUNCT
fbem-29585	171	12	2005	2005	NUM
fbem-29585	171	13	)	)	PUNCT
fbem-29585	171	14	‘	'	PUNCT
fbem-29585	171	15	cigarette	cigarette	NOUN
fbem-29585	171	16	smoking	smoking	NOUN
fbem-29585	171	17	and	and	CCONJ
fbem-29585	171	18	cancer	cancer	NOUN
fbem-29585	171	19	incidence	incidence	NOUN
fbem-29585	171	20	risk	risk	NOUN
fbem-29585	171	21	in	in	ADP
fbem-29585	171	22	adult	adult	NOUN
fbem-29585	171	23	men	man	NOUN
fbem-29585	171	24	:	:	PUNCT
fbem-29585	171	25	national	national	PROPN
fbem-29585	171	26	health	health	PROPN
fbem-29585	171	27	insurance	insurance	PROPN
fbem-29585	171	28	corporation	corporation	PROPN
fbem-29585	171	29	study	study	NOUN
fbem-29585	171	30	’	'	PUNCT
fbem-29585	171	31	,	,	PUNCT
fbem-29585	171	32	cancer	cancer	NOUN
fbem-29585	171	33	detection	detection	NOUN
fbem-29585	171	34	and	and	CCONJ
fbem-29585	171	35	prevention	prevention	NOUN
fbem-29585	171	36	,	,	PUNCT
fbem-29585	171	37	29(1	29(1	NUM
fbem-29585	171	38	)	)	PUNCT
fbem-29585	171	39	,	,	PUNCT
fbem-29585	171	40	pp.15–24	pp.15–24	PROPN
fbem-29585	171	41	.	.	PUNCT
fbem-29585	171	42	available	available	ADJ
fbem-29585	171	43	at	at	ADP
fbem-29585	171	44	:	:	PUNCT
fbem-29585	171	45	https://doi.org/10.1016/j.cdp.2004.08.006	https://doi.org/10.1016/j.cdp.2004.08.006	INTJ
fbem-29585	171	46	(	(	PUNCT
fbem-29585	171	47	accessed	access	VERB
fbem-29585	171	48	:	:	PUNCT
fbem-29585	171	49	13	13	NUM
fbem-29585	171	50	november	november	NOUN
fbem-29585	171	51	2024	2024	NUM
fbem-29585	171	52	)	)	PUNCT
fbem-29585	171	53	.	.	PUNCT
fbem-29585	172	1	[	[	X
fbem-29585	172	2	17	17	NUM
fbem-29585	172	3	]	]	X
fbem-29585	172	4	zhang	zhang	PROPN
fbem-29585	172	5	,	,	PUNCT
fbem-29585	172	6	p.f	p.f	PROPN
fbem-29585	172	7	.	.	PROPN
fbem-29585	172	8	(	(	PUNCT
fbem-29585	172	9	2019	2019	NUM
fbem-29585	172	10	)	)	PUNCT
fbem-29585	172	11	‘	'	PUNCT
fbem-29585	172	12	study	study	NOUN
fbem-29585	172	13	on	on	ADP
fbem-29585	172	14	the	the	DET
fbem-29585	172	15	impact	impact	NOUN
fbem-29585	172	16	of	of	ADP
fbem-29585	172	17	environmental	environmental	ADJ
fbem-29585	172	18	pollution	pollution	NOUN
fbem-29585	172	19	on	on	ADP
fbem-29585	172	20	medical	medical	ADJ
fbem-29585	172	21	insurance	insurance	NOUN
fbem-29585	172	22	expenditure	expenditure	NOUN
fbem-29585	172	23	and	and	CCONJ
fbem-29585	172	24	its	its	PRON
fbem-29585	172	25	mechanism	mechanism	NOUN
fbem-29585	172	26	’	'	PUNCT
fbem-29585	172	27	,	,	PUNCT
fbem-29585	172	28	modern	modern	ADJ
fbem-29585	172	29	economic	economic	ADJ
fbem-29585	172	30	research	research	NOUN
fbem-29585	172	31	,	,	PUNCT
fbem-29585	172	32	10	10	NUM
fbem-29585	172	33	,	,	PUNCT
fbem-29585	172	34	pp	pp	ADJ
fbem-29585	172	35	.	.	PUNCT
fbem-29585	173	1	28	28	NUM
fbem-29585	173	2	-	-	SYM
fbem-29585	173	3	37	37	NUM
fbem-29585	173	4	.	.	PUNCT
fbem-29585	174	1	doi	doi	NOUN
fbem-29585	174	2	:	:	PUNCT
fbem-29585	174	3	10.13891	10.13891	NUM
fbem-29585	174	4	/	/	SYM
fbem-29585	174	5	j.cnki.mer.2019.10.005	j.cnki.mer.2019.10.005	ADJ
fbem-29585	174	6	.	.	PUNCT
fbem-29585	175	1	[	[	X
fbem-29585	175	2	18	18	NUM
fbem-29585	175	3	]	]	X
fbem-29585	175	4	zhou	zhou	PROPN
fbem-29585	175	5	,	,	PUNCT
fbem-29585	175	6	l.y	l.y	PROPN
fbem-29585	175	7	.	.	PROPN
fbem-29585	175	8	and	and	CCONJ
fbem-29585	175	9	zhao	zhao	PROPN
fbem-29585	175	10	,	,	PUNCT
fbem-29585	175	11	l.l	l.l	PROPN
fbem-29585	175	12	.	.	PROPN
fbem-29585	175	13	(	(	PUNCT
fbem-29585	175	14	2022	2022	NUM
fbem-29585	175	15	)	)	PUNCT
fbem-29585	175	16	‘	'	PUNCT
fbem-29585	175	17	the	the	DET
fbem-29585	175	18	study	study	NOUN
fbem-29585	175	19	on	on	ADP
fbem-29585	175	20	the	the	DET
fbem-29585	175	21	influence	influence	NOUN
fbem-29585	175	22	of	of	ADP
fbem-29585	175	23	wechat	wechat	NOUN
fbem-29585	175	24	-	-	PUNCT
fbem-29585	175	25	sports	sport	NOUN
fbem-29585	175	26	health	health	NOUN
fbem-29585	175	27	factors	factor	NOUN
fbem-29585	175	28	on	on	ADP
fbem-29585	175	29	health	health	NOUN
fbem-29585	175	30	insurance	insurance	NOUN
fbem-29585	175	31	premium	premium	NOUN
fbem-29585	175	32	ratio	ratio	NOUN
fbem-29585	175	33	’	'	PUNCT
fbem-29585	175	34	,	,	PUNCT
fbem-29585	175	35	science	science	NOUN
fbem-29585	175	36	technology	technology	NOUN
fbem-29585	175	37	and	and	CCONJ
fbem-29585	175	38	industry	industry	NOUN
fbem-29585	175	39	,	,	PUNCT
fbem-29585	175	40	22(7	22(7	NUM
fbem-29585	175	41	)	)	PUNCT
fbem-29585	175	42	,	,	PUNCT
fbem-29585	175	43	pp	pp	PROPN
fbem-29585	175	44	.	.	PUNCT
fbem-29585	175	45	253	253	NUM
fbem-29585	175	46	-	-	SYM
fbem-29585	175	47	258	258	NUM
fbem-29585	175	48	.	.	PUNCT
fbem-29585	175	49	available	available	ADJ
fbem-29585	175	50	at	at	ADP
fbem-29585	175	51	:	:	PUNCT
fbem-29585	175	52	https://cstj.cqvip.com/qikan/article/detail?id=7107609776&f	https://cstj.cqvip.com/qikan/article/detail?id=7107609776&f	PROPN
fbem-29585	175	53	rom	rom	NOUN
fbem-29585	175	54	=	=	NOUN
fbem-29585	175	55	qikan_search_index	qikan_search_index	NOUN
fbem-29585	175	56	(	(	PUNCT
fbem-29585	175	57	accessed	access	VERB
fbem-29585	175	58	:	:	PUNCT
fbem-29585	175	59	10	10	NUM
fbem-29585	175	60	november	november	NOUN
fbem-29585	175	61	2024	2024	NUM
fbem-29585	175	62	)	)	PUNCT
fbem-29585	175	63	.	.	PUNCT