id	sid	tid	token	lemma	pos
fsr-4114	1	1	121	121	NUM
fsr-4114	1	2	the	the	DET
fsr-4114	1	3	impact	impact	NOUN
fsr-4114	1	4	of	of	ADP
fsr-4114	1	5	the	the	DET
fsr-4114	1	6	online	online	ADJ
fsr-4114	1	7	marketplace	marketplace	NOUN
fsr-4114	1	8	on	on	ADP
fsr-4114	1	9	fraud	fraud	NOUN
fsr-4114	1	10	:	:	PUNCT
fsr-4114	1	11	evidence	evidence	NOUN
fsr-4114	1	12	from	from	ADP
fsr-4114	1	13	craigslist	craigslist	NOUN
fsr-4114	1	14	from	from	ADP
fsr-4114	1	15	its	its	PRON
fsr-4114	1	16	early	early	ADJ
fsr-4114	1	17	adoption	adoption	NOUN
fsr-4114	1	18	in	in	ADP
fsr-4114	1	19	1995	1995	NUM
fsr-4114	1	20	to	to	ADP
fsr-4114	1	21	its	its	PRON
fsr-4114	1	22	wider	wide	ADJ
fsr-4114	1	23	expansion	expansion	NOUN
fsr-4114	1	24	in	in	ADP
fsr-4114	1	25	2006	2006	NUM
fsr-4114	1	26	efthymia	efthymia	NOUN
fsr-4114	1	27	antonoudi,1	antonoudi,1	PROPN
fsr-4114	1	28	martin	martin	PROPN
fsr-4114	1	29	seay,2	seay,2	PROPN
fsr-4114	1	30	han	han	PROPN
fsr-4114	1	31	na	na	PROPN
fsr-4114	1	32	lim,3	lim,3	PROPN
fsr-4114	1	33	and	and	CCONJ
fsr-4114	1	34	elizabeth	elizabeth	PROPN
fsr-4114	1	35	kiss4	kiss4	PROPN
fsr-4114	2	1	abstract	abstract	ADJ
fsr-4114	2	2	this	this	DET
fsr-4114	2	3	research	research	NOUN
fsr-4114	2	4	addresses	address	VERB
fsr-4114	2	5	the	the	DET
fsr-4114	2	6	influence	influence	NOUN
fsr-4114	2	7	of	of	ADP
fsr-4114	2	8	craigslist	craigslist	NOUN
fsr-4114	2	9	’s	’s	PART
fsr-4114	2	10	adoption	adoption	NOUN
fsr-4114	2	11	and	and	CCONJ
fsr-4114	2	12	presence	presence	NOUN
fsr-4114	2	13	on	on	ADP
fsr-4114	2	14	fraud	fraud	NOUN
fsr-4114	2	15	arrests	arrest	NOUN
fsr-4114	2	16	within	within	ADP
fsr-4114	2	17	metropolitan	metropolitan	ADJ
fsr-4114	2	18	statistical	statistical	ADJ
fsr-4114	2	19	areas	area	NOUN
fsr-4114	2	20	(	(	PUNCT
fsr-4114	2	21	msas	msa	NOUN
fsr-4114	2	22	)	)	PUNCT
fsr-4114	2	23	.	.	PUNCT
fsr-4114	3	1	utilizing	utilize	VERB
fsr-4114	3	2	the	the	DET
fsr-4114	3	3	consumer	consumer	NOUN
fsr-4114	3	4	vulnerability	vulnerability	NOUN
fsr-4114	3	5	framework	framework	NOUN
fsr-4114	3	6	(	(	PUNCT
fsr-4114	3	7	hill	hill	PROPN
fsr-4114	3	8	&	&	CCONJ
fsr-4114	3	9	sharma	sharma	PROPN
fsr-4114	3	10	,	,	PUNCT
fsr-4114	3	11	2020	2020	NUM
fsr-4114	3	12	)	)	PUNCT
fsr-4114	3	13	,	,	PUNCT
fsr-4114	3	14	the	the	DET
fsr-4114	3	15	study	study	NOUN
fsr-4114	3	16	used	use	VERB
fsr-4114	3	17	diverse	diverse	ADJ
fsr-4114	3	18	data	datum	NOUN
fsr-4114	3	19	sources	source	NOUN
fsr-4114	3	20	,	,	PUNCT
fsr-4114	3	21	including	include	VERB
fsr-4114	3	22	craigslist	craigslist	NOUN
fsr-4114	3	23	entry	entry	NOUN
fsr-4114	3	24	data	datum	NOUN
fsr-4114	3	25	,	,	PUNCT
fsr-4114	3	26	the	the	DET
fsr-4114	3	27	uniform	uniform	PROPN
fsr-4114	3	28	crime	crime	PROPN
fsr-4114	3	29	reporting	reporting	NOUN
fsr-4114	3	30	(	(	PUNCT
fsr-4114	3	31	ucr	ucr	PROPN
fsr-4114	3	32	)	)	PUNCT
fsr-4114	3	33	dataset	dataset	NOUN
fsr-4114	3	34	,	,	PUNCT
fsr-4114	3	35	and	and	CCONJ
fsr-4114	3	36	the	the	DET
fsr-4114	3	37	us	us	PROPN
fsr-4114	3	38	census	census	PROPN
fsr-4114	3	39	bureau	bureau	PROPN
fsr-4114	3	40	current	current	ADJ
fsr-4114	3	41	population	population	NOUN
fsr-4114	3	42	survey	survey	NOUN
fsr-4114	3	43	(	(	PUNCT
fsr-4114	3	44	cps	cps	PROPN
fsr-4114	3	45	)	)	PUNCT
fsr-4114	3	46	data	datum	NOUN
fsr-4114	3	47	from	from	ADP
fsr-4114	3	48	1995	1995	NUM
fsr-4114	3	49	-	-	SYM
fsr-4114	3	50	2006	2006	NUM
fsr-4114	3	51	.	.	PUNCT
fsr-4114	4	1	employing	employ	VERB
fsr-4114	4	2	differences	difference	NOUN
fsr-4114	4	3	-	-	PUNCT
fsr-4114	4	4	in	in	ADP
fsr-4114	4	5	-	-	PUNCT
fsr-4114	4	6	differences	difference	NOUN
fsr-4114	4	7	(	(	PUNCT
fsr-4114	4	8	did	do	AUX
fsr-4114	4	9	)	)	PUNCT
fsr-4114	4	10	models	model	NOUN
fsr-4114	4	11	,	,	PUNCT
fsr-4114	4	12	this	this	DET
fsr-4114	4	13	study	study	NOUN
fsr-4114	4	14	's	's	PART
fsr-4114	4	15	primary	primary	ADJ
fsr-4114	4	16	findings	finding	NOUN
fsr-4114	4	17	indicate	indicate	VERB
fsr-4114	4	18	a	a	DET
fsr-4114	4	19	reduction	reduction	NOUN
fsr-4114	4	20	in	in	ADP
fsr-4114	4	21	fraud	fraud	NOUN
fsr-4114	4	22	arrests	arrest	NOUN
fsr-4114	4	23	,	,	PUNCT
fsr-4114	4	24	ranging	range	VERB
fsr-4114	4	25	from	from	ADP
fsr-4114	4	26	11	11	NUM
fsr-4114	4	27	%	%	NOUN
fsr-4114	4	28	to	to	PART
fsr-4114	4	29	23	23	NUM
fsr-4114	4	30	%	%	NOUN
fsr-4114	4	31	following	follow	VERB
fsr-4114	4	32	the	the	DET
fsr-4114	4	33	introduction	introduction	NOUN
fsr-4114	4	34	of	of	ADP
fsr-4114	4	35	craigslist	craigslist	NOUN
fsr-4114	4	36	.	.	PUNCT
fsr-4114	5	1	while	while	SCONJ
fsr-4114	5	2	these	these	DET
fsr-4114	5	3	results	result	NOUN
fsr-4114	5	4	might	might	AUX
fsr-4114	5	5	appear	appear	VERB
fsr-4114	5	6	counterintuitive	counterintuitive	ADJ
fsr-4114	5	7	,	,	PUNCT
fsr-4114	5	8	our	our	PRON
fsr-4114	5	9	findings	finding	NOUN
fsr-4114	5	10	suggest	suggest	VERB
fsr-4114	5	11	that	that	SCONJ
fsr-4114	5	12	online	online	ADJ
fsr-4114	5	13	marketplace	marketplace	NOUN
fsr-4114	5	14	design	design	NOUN
fsr-4114	5	15	and	and	CCONJ
fsr-4114	5	16	enforcement	enforcement	NOUN
fsr-4114	5	17	capacity	capacity	NOUN
fsr-4114	5	18	may	may	AUX
fsr-4114	5	19	jointly	jointly	ADV
fsr-4114	5	20	influence	influence	VERB
fsr-4114	5	21	fraud	fraud	NOUN
fsr-4114	5	22	patterns	pattern	NOUN
fsr-4114	5	23	.	.	PUNCT
fsr-4114	6	1	creative	creative	ADJ
fsr-4114	6	2	commons	commons	PROPN
fsr-4114	6	3	license	license	NOUN
fsr-4114	6	4	this	this	DET
fsr-4114	6	5	work	work	NOUN
fsr-4114	6	6	is	be	AUX
fsr-4114	6	7	licensed	license	VERB
fsr-4114	6	8	under	under	ADP
fsr-4114	6	9	a	a	DET
fsr-4114	6	10	creative	creative	ADJ
fsr-4114	6	11	commons	common	NOUN
fsr-4114	6	12	attribution	attribution	NOUN
fsr-4114	6	13	-	-	PUNCT
fsr-4114	6	14	noncommercial	noncommercial	ADJ
fsr-4114	6	15	4.0	4.0	NUM
fsr-4114	6	16	license	license	NOUN
fsr-4114	6	17	recommended	recommend	VERB
fsr-4114	6	18	citation	citation	NOUN
fsr-4114	6	19	antonoudi	antonoudi	PROPN
fsr-4114	6	20	,	,	PUNCT
fsr-4114	6	21	e.	e.	PROPN
fsr-4114	6	22	,	,	PUNCT
fsr-4114	6	23	seay	seay	PROPN
fsr-4114	6	24	,	,	PUNCT
fsr-4114	6	25	m.	m.	NOUN
fsr-4114	6	26	,	,	PUNCT
fsr-4114	6	27	lim	lim	PROPN
fsr-4114	6	28	,	,	PUNCT
fsr-4114	6	29	h.	h.	PROPN
fsr-4114	6	30	,	,	PUNCT
fsr-4114	6	31	&	&	CCONJ
fsr-4114	6	32	kiss	kiss	PROPN
fsr-4114	6	33	,	,	PUNCT
fsr-4114	6	34	e.	e.	PROPN
fsr-4114	6	35	(	(	PUNCT
fsr-4114	6	36	2025	2025	NUM
fsr-4114	6	37	)	)	PUNCT
fsr-4114	6	38	.	.	PUNCT
fsr-4114	7	1	the	the	DET
fsr-4114	7	2	impact	impact	NOUN
fsr-4114	7	3	of	of	ADP
fsr-4114	7	4	the	the	DET
fsr-4114	7	5	online	online	ADJ
fsr-4114	7	6	marketplace	marketplace	NOUN
fsr-4114	7	7	on	on	ADP
fsr-4114	7	8	fraud	fraud	NOUN
fsr-4114	7	9	:	:	PUNCT
fsr-4114	7	10	evidence	evidence	NOUN
fsr-4114	7	11	from	from	ADP
fsr-4114	7	12	craigslist	craigslist	NOUN
fsr-4114	7	13	from	from	ADP
fsr-4114	7	14	its	its	PRON
fsr-4114	7	15	early	early	ADJ
fsr-4114	7	16	adoption	adoption	NOUN
fsr-4114	7	17	in	in	ADP
fsr-4114	7	18	1995	1995	NUM
fsr-4114	7	19	to	to	ADP
fsr-4114	7	20	its	its	PRON
fsr-4114	7	21	wider	wide	ADJ
fsr-4114	7	22	expansion	expansion	NOUN
fsr-4114	7	23	in	in	ADP
fsr-4114	7	24	2006	2006	NUM
fsr-4114	7	25	,	,	PUNCT
fsr-4114	7	26	financial	financial	ADJ
fsr-4114	7	27	services	service	NOUN
fsr-4114	7	28	review	review	NOUN
fsr-4114	7	29	,	,	PUNCT
fsr-4114	7	30	33(4	33(4	NUM
fsr-4114	7	31	)	)	PUNCT
fsr-4114	7	32	,	,	PUNCT
fsr-4114	7	33	121	121	NUM
fsr-4114	7	34	-	-	SYM
fsr-4114	7	35	133	133	NUM
fsr-4114	7	36	.	.	PUNCT
fsr-4114	8	1	background	background	NOUN
fsr-4114	8	2	the	the	DET
fsr-4114	8	3	internet	internet	NOUN
fsr-4114	8	4	has	have	AUX
fsr-4114	8	5	fundamentally	fundamentally	ADV
fsr-4114	8	6	altered	alter	VERB
fsr-4114	8	7	the	the	DET
fsr-4114	8	8	way	way	NOUN
fsr-4114	8	9	the	the	DET
fsr-4114	8	10	marketplace	marketplace	NOUN
fsr-4114	8	11	operates	operate	VERB
fsr-4114	8	12	.	.	PUNCT
fsr-4114	9	1	using	use	VERB
fsr-4114	9	2	the	the	DET
fsr-4114	9	3	internet	internet	NOUN
fsr-4114	9	4	and	and	CCONJ
fsr-4114	9	5	advanced	advanced	ADJ
fsr-4114	9	6	technologies	technology	NOUN
fsr-4114	9	7	as	as	ADP
fsr-4114	9	8	an	an	DET
fsr-4114	9	9	online	online	ADJ
fsr-4114	9	10	marketplace	marketplace	NOUN
fsr-4114	9	11	brought	bring	VERB
fsr-4114	9	12	countless	countless	ADJ
fsr-4114	9	13	opportunities	opportunity	NOUN
fsr-4114	9	14	for	for	SCONJ
fsr-4114	9	15	consumers	consumer	NOUN
fsr-4114	9	16	to	to	PART
fsr-4114	9	17	increase	increase	VERB
fsr-4114	9	18	their	their	PRON
fsr-4114	9	19	utility	utility	NOUN
fsr-4114	9	20	by	by	ADP
fsr-4114	9	21	decreasing	decrease	VERB
fsr-4114	9	22	the	the	DET
fsr-4114	9	23	costs	cost	NOUN
fsr-4114	9	24	of	of	ADP
fsr-4114	9	25	searching	search	VERB
fsr-4114	9	26	for	for	ADP
fsr-4114	9	27	information	information	NOUN
fsr-4114	9	28	(	(	PUNCT
fsr-4114	9	29	kroft	kroft	PROPN
fsr-4114	9	30	&	&	CCONJ
fsr-4114	9	31	pope	pope	PROPN
fsr-4114	9	32	,	,	PUNCT
fsr-4114	9	33	2014	2014	NUM
fsr-4114	9	34	)	)	PUNCT
fsr-4114	9	35	,	,	PUNCT
fsr-4114	9	36	increasing	increase	VERB
fsr-4114	9	37	efficiency	efficiency	NOUN
fsr-4114	9	38	by	by	ADP
fsr-4114	9	39	matching	match	VERB
fsr-4114	9	40	consumers	consumer	NOUN
fsr-4114	9	41	to	to	ADP
fsr-4114	9	42	suppliers	supplier	NOUN
fsr-4114	9	43	of	of	ADP
fsr-4114	9	44	goods	good	NOUN
fsr-4114	9	45	and	and	CCONJ
fsr-4114	9	46	services	service	NOUN
fsr-4114	9	47	,	,	PUNCT
fsr-4114	9	48	and	and	CCONJ
fsr-4114	9	49	reducing	reduce	VERB
fsr-4114	9	50	the	the	DET
fsr-4114	9	51	transaction	transaction	NOUN
fsr-4114	9	52	costs	cost	NOUN
fsr-4114	9	53	associated	associate	VERB
fsr-4114	9	54	with	with	ADP
fsr-4114	9	55	buying	buying	NOUN
fsr-4114	9	56	,	,	PUNCT
fsr-4114	9	57	selling	sell	VERB
fsr-4114	9	58	and	and	CCONJ
fsr-4114	9	59	giving	give	VERB
fsr-4114	9	60	away	away	ADP
fsr-4114	9	61	used	use	VERB
fsr-4114	9	62	goods	good	NOUN
fsr-4114	9	63	(	(	PUNCT
fsr-4114	9	64	fremstad	fremstad	NOUN
fsr-4114	9	65	,	,	PUNCT
fsr-4114	9	66	2017	2017	NUM
fsr-4114	9	67	)	)	PUNCT
fsr-4114	9	68	.	.	PUNCT
fsr-4114	10	1	1	1	NUM
fsr-4114	10	2	corresponding	correspond	VERB
fsr-4114	10	3	author	author	NOUN
fsr-4114	10	4	(	(	PUNCT
fsr-4114	10	5	eanton@uga.edu	eanton@uga.edu	PROPN
fsr-4114	10	6	)	)	PUNCT
fsr-4114	10	7	.	.	PUNCT
fsr-4114	11	1	university	university	NOUN
fsr-4114	11	2	of	of	ADP
fsr-4114	11	3	georgia	georgia	PROPN
fsr-4114	11	4	,	,	PUNCT
fsr-4114	11	5	athens	athens	PROPN
fsr-4114	11	6	,	,	PUNCT
fsr-4114	11	7	ga	ga	PROPN
fsr-4114	11	8	,	,	PUNCT
fsr-4114	11	9	usa	usa	PROPN
fsr-4114	11	10	.	.	PROPN
fsr-4114	11	11	2	2	NUM
fsr-4114	11	12	kansas	kansas	PROPN
fsr-4114	11	13	state	state	PROPN
fsr-4114	11	14	university	university	PROPN
fsr-4114	11	15	,	,	PUNCT
fsr-4114	11	16	manhattan	manhattan	PROPN
fsr-4114	11	17	,	,	PUNCT
fsr-4114	11	18	ks	ks	PROPN
fsr-4114	11	19	,	,	PUNCT
fsr-4114	11	20	usa	usa	PROPN
fsr-4114	11	21	.	.	PROPN
fsr-4114	11	22	3	3	NUM
fsr-4114	11	23	california	california	PROPN
fsr-4114	11	24	state	state	PROPN
fsr-4114	11	25	university	university	PROPN
fsr-4114	11	26	,	,	PUNCT
fsr-4114	11	27	fullerton	fullerton	PROPN
fsr-4114	11	28	,	,	PUNCT
fsr-4114	11	29	ca	ca	PROPN
fsr-4114	11	30	,	,	PUNCT
fsr-4114	11	31	usa	usa	PROPN
fsr-4114	11	32	.	.	PROPN
fsr-4114	11	33	4	4	NUM
fsr-4114	11	34	kansas	kansas	PROPN
fsr-4114	11	35	state	state	PROPN
fsr-4114	11	36	university	university	PROPN
fsr-4114	11	37	,	,	PUNCT
fsr-4114	11	38	manhattan	manhattan	PROPN
fsr-4114	11	39	,	,	PUNCT
fsr-4114	11	40	ks	ks	PROPN
fsr-4114	11	41	,	,	PUNCT
fsr-4114	11	42	usa	usa	PROPN
fsr-4114	11	43	.	.	PUNCT
fsr-4114	12	1	there	there	PRON
fsr-4114	12	2	are	be	VERB
fsr-4114	12	3	conflicting	conflicting	ADJ
fsr-4114	12	4	hypotheses	hypothesis	NOUN
fsr-4114	12	5	with	with	ADP
fsr-4114	12	6	respect	respect	NOUN
fsr-4114	12	7	to	to	ADP
fsr-4114	12	8	whether	whether	SCONJ
fsr-4114	12	9	the	the	DET
fsr-4114	12	10	introduction	introduction	NOUN
fsr-4114	12	11	of	of	ADP
fsr-4114	12	12	craigslist	craigslist	NOUN
fsr-4114	12	13	to	to	ADP
fsr-4114	12	14	the	the	DET
fsr-4114	12	15	local	local	ADJ
fsr-4114	12	16	consumer	consumer	NOUN
fsr-4114	12	17	marketplaces	marketplace	NOUN
fsr-4114	12	18	has	have	AUX
fsr-4114	12	19	increased	increase	VERB
fsr-4114	12	20	or	or	CCONJ
fsr-4114	12	21	decreased	decrease	VERB
fsr-4114	12	22	fraud	fraud	NOUN
fsr-4114	12	23	.	.	PUNCT
fsr-4114	13	1	in	in	ADP
fsr-4114	13	2	this	this	DET
fsr-4114	13	3	paper	paper	NOUN
fsr-4114	13	4	,	,	PUNCT
fsr-4114	13	5	we	we	PRON
fsr-4114	13	6	provide	provide	VERB
fsr-4114	13	7	empirical	empirical	ADJ
fsr-4114	13	8	evidence	evidence	NOUN
fsr-4114	13	9	to	to	PART
fsr-4114	13	10	test	test	VERB
fsr-4114	13	11	these	these	DET
fsr-4114	13	12	two	two	NUM
fsr-4114	13	13	hypotheses	hypothesis	NOUN
fsr-4114	13	14	.	.	PUNCT
fsr-4114	14	1	craigslist	craigslist	NOUN
fsr-4114	14	2	,	,	PUNCT
fsr-4114	14	3	launched	launch	VERB
fsr-4114	14	4	in	in	ADP
fsr-4114	14	5	the	the	DET
fsr-4114	14	6	san	san	PROPN
fsr-4114	14	7	francisco	francisco	PROPN
fsr-4114	14	8	bay	bay	PROPN
fsr-4114	14	9	area	area	NOUN
fsr-4114	14	10	,	,	PUNCT
fsr-4114	14	11	is	be	AUX
fsr-4114	14	12	a	a	DET
fsr-4114	14	13	classified	classified	ADJ
fsr-4114	14	14	advertising	advertising	NOUN
fsr-4114	14	15	website	website	NOUN
fsr-4114	14	16	operating	operate	VERB
fsr-4114	14	17	since	since	SCONJ
fsr-4114	14	18	1995	1995	NUM
fsr-4114	14	19	that	that	PRON
fsr-4114	14	20	enables	enable	VERB
fsr-4114	14	21	multiple	multiple	ADJ
fsr-4114	14	22	unrelated	unrelated	ADJ
fsr-4114	14	23	matching	matching	NOUN
fsr-4114	14	24	markets	market	NOUN
fsr-4114	14	25	to	to	PART
fsr-4114	14	26	interact	interact	VERB
fsr-4114	14	27	on	on	ADP
fsr-4114	14	28	a	a	DET
fsr-4114	14	29	single	single	ADJ
fsr-4114	14	30	consolidated	consolidated	ADJ
fsr-4114	14	31	platform	platform	NOUN
fsr-4114	14	32	(	(	PUNCT
fsr-4114	14	33	cunningham	cunningham	PROPN
fsr-4114	14	34	et	et	PROPN
fsr-4114	14	35	al	al	PROPN
fsr-4114	14	36	.	.	PROPN
fsr-4114	14	37	,	,	PUNCT
fsr-4114	14	38	2017	2017	NUM
fsr-4114	14	39	)	)	PUNCT
fsr-4114	14	40	.	.	PUNCT
fsr-4114	15	1	users	user	NOUN
fsr-4114	15	2	can	can	AUX
fsr-4114	15	3	post	post	VERB
fsr-4114	15	4	advertisements	advertisement	NOUN
fsr-4114	15	5	about	about	ADP
fsr-4114	15	6	jobs	job	NOUN
fsr-4114	15	7	,	,	PUNCT
fsr-4114	15	8	https://creativecommons.org/licenses/by-nc/4.0/	https://creativecommons.org/licenses/by-nc/4.0/	DET
fsr-4114	15	9	https://creativecommons.org/licenses/by-nc/4.0/	https://creativecommons.org/licenses/by-nc/4.0/	PROPN
fsr-4114	15	10	financial	financial	ADJ
fsr-4114	15	11	services	service	NOUN
fsr-4114	15	12	review	review	VERB
fsr-4114	15	13	33(4	33(4	NUM
fsr-4114	15	14	)	)	PUNCT
fsr-4114	15	15	122	122	NUM
fsr-4114	15	16	housing	housing	NOUN
fsr-4114	15	17	,	,	PUNCT
fsr-4114	15	18	services	service	NOUN
fsr-4114	15	19	,	,	PUNCT
fsr-4114	15	20	personal	personal	ADJ
fsr-4114	15	21	items	item	NOUN
fsr-4114	15	22	,	,	PUNCT
fsr-4114	15	23	and	and	CCONJ
fsr-4114	15	24	for	for	ADP
fsr-4114	15	25	-	-	PUNCT
fsr-4114	15	26	sale	sale	NOUN
fsr-4114	15	27	items	item	NOUN
fsr-4114	15	28	.	.	PUNCT
fsr-4114	16	1	in	in	ADP
fsr-4114	16	2	2000	2000	NUM
fsr-4114	16	3	,	,	PUNCT
fsr-4114	16	4	craigslist	craigslist	NOUN
fsr-4114	16	5	expanded	expand	VERB
fsr-4114	16	6	to	to	PART
fsr-4114	16	7	include	include	VERB
fsr-4114	16	8	other	other	ADJ
fsr-4114	16	9	major	major	ADJ
fsr-4114	16	10	cities	city	NOUN
fsr-4114	16	11	such	such	ADJ
fsr-4114	16	12	as	as	ADP
fsr-4114	16	13	boston	boston	PROPN
fsr-4114	16	14	,	,	PUNCT
fsr-4114	16	15	new	new	PROPN
fsr-4114	16	16	york	york	PROPN
fsr-4114	16	17	,	,	PUNCT
fsr-4114	16	18	and	and	CCONJ
fsr-4114	16	19	los	los	PROPN
fsr-4114	16	20	angeles	angeles	PROPN
fsr-4114	16	21	,	,	PUNCT
fsr-4114	16	22	and	and	CCONJ
fsr-4114	16	23	in	in	ADP
fsr-4114	16	24	2001	2001	NUM
fsr-4114	16	25	,	,	PUNCT
fsr-4114	16	26	it	it	PRON
fsr-4114	16	27	entered	enter	VERB
fsr-4114	16	28	the	the	DET
fsr-4114	16	29	denver	denver	PROPN
fsr-4114	16	30	,	,	PUNCT
fsr-4114	16	31	atlanta	atlanta	PROPN
fsr-4114	16	32	,	,	PUNCT
fsr-4114	16	33	and	and	CCONJ
fsr-4114	16	34	austin	austin	PROPN
fsr-4114	16	35	markets	market	NOUN
fsr-4114	16	36	.	.	PUNCT
fsr-4114	17	1	gradually	gradually	ADV
fsr-4114	17	2	,	,	PUNCT
fsr-4114	17	3	craigslist	craigslist	NOUN
fsr-4114	17	4	started	start	VERB
fsr-4114	17	5	operating	operate	VERB
fsr-4114	17	6	in	in	ADP
fsr-4114	17	7	other	other	ADJ
fsr-4114	17	8	smaller	small	ADJ
fsr-4114	17	9	metropolitan	metropolitan	ADJ
fsr-4114	17	10	statistical	statistical	ADJ
fsr-4114	17	11	areas	area	NOUN
fsr-4114	17	12	(	(	PUNCT
fsr-4114	17	13	msas	msa	NOUN
fsr-4114	17	14	)	)	PUNCT
fsr-4114	17	15	and	and	CCONJ
fsr-4114	17	16	,	,	PUNCT
fsr-4114	17	17	by	by	ADP
fsr-4114	17	18	2010	2010	NUM
fsr-4114	17	19	,	,	PUNCT
fsr-4114	17	20	covered	cover	VERB
fsr-4114	17	21	most	most	ADJ
fsr-4114	17	22	us	us	PROPN
fsr-4114	17	23	cities	city	NOUN
fsr-4114	17	24	and	and	CCONJ
fsr-4114	17	25	expanded	expand	VERB
fsr-4114	17	26	to	to	PART
fsr-4114	17	27	include	include	VERB
fsr-4114	17	28	multiple	multiple	ADJ
fsr-4114	17	29	markets	market	NOUN
fsr-4114	17	30	outside	outside	ADP
fsr-4114	17	31	of	of	ADP
fsr-4114	17	32	the	the	DET
fsr-4114	17	33	us	us	PROPN
fsr-4114	17	34	(	(	PUNCT
fsr-4114	17	35	cunningham	cunningham	PROPN
fsr-4114	17	36	et	et	PROPN
fsr-4114	17	37	al	al	PROPN
fsr-4114	17	38	.	.	PROPN
fsr-4114	17	39	,	,	PUNCT
fsr-4114	17	40	2017	2017	NUM
fsr-4114	17	41	)	)	PUNCT
fsr-4114	17	42	.	.	PUNCT
fsr-4114	18	1	in	in	ADP
fsr-4114	18	2	2005	2005	NUM
fsr-4114	18	3	,	,	PUNCT
fsr-4114	18	4	craigslist	craigslist	NOUN
fsr-4114	18	5	experienced	experience	VERB
fsr-4114	18	6	remarkable	remarkable	ADJ
fsr-4114	18	7	growth	growth	NOUN
fsr-4114	18	8	and	and	CCONJ
fsr-4114	18	9	received	receive	VERB
fsr-4114	18	10	more	more	ADJ
fsr-4114	18	11	than	than	ADP
fsr-4114	18	12	8	8	NUM
fsr-4114	18	13	billion	billion	NUM
fsr-4114	18	14	page	page	NOUN
fsr-4114	18	15	views	view	NOUN
fsr-4114	18	16	per	per	ADP
fsr-4114	18	17	month	month	NOUN
fsr-4114	18	18	by	by	ADP
fsr-4114	18	19	the	the	DET
fsr-4114	18	20	end	end	NOUN
fsr-4114	18	21	of	of	ADP
fsr-4114	18	22	2006	2006	NUM
fsr-4114	18	23	(	(	PUNCT
fsr-4114	18	24	kroft	kroft	PROPN
fsr-4114	18	25	&	&	CCONJ
fsr-4114	18	26	pope	pope	PROPN
fsr-4114	18	27	,	,	PUNCT
fsr-4114	18	28	2014	2014	NUM
fsr-4114	18	29	)	)	PUNCT
fsr-4114	18	30	.	.	PUNCT
fsr-4114	19	1	because	because	SCONJ
fsr-4114	19	2	of	of	ADP
fsr-4114	19	3	the	the	DET
fsr-4114	19	4	enormous	enormous	ADJ
fsr-4114	19	5	growth	growth	NOUN
fsr-4114	19	6	and	and	CCONJ
fsr-4114	19	7	the	the	DET
fsr-4114	19	8	widespread	widespread	ADJ
fsr-4114	19	9	usage	usage	NOUN
fsr-4114	19	10	of	of	ADP
fsr-4114	19	11	the	the	DET
fsr-4114	19	12	website	website	NOUN
fsr-4114	19	13	after	after	ADP
fsr-4114	19	14	2006	2006	NUM
fsr-4114	19	15	,	,	PUNCT
fsr-4114	19	16	we	we	PRON
fsr-4114	19	17	focused	focus	VERB
fsr-4114	19	18	our	our	PRON
fsr-4114	19	19	analysis	analysis	NOUN
fsr-4114	19	20	on	on	ADP
fsr-4114	19	21	the	the	DET
fsr-4114	19	22	years	year	NOUN
fsr-4114	19	23	from	from	ADP
fsr-4114	19	24	craigslist	craigslist	NOUN
fsr-4114	19	25	's	's	PART
fsr-4114	19	26	inception	inception	NOUN
fsr-4114	19	27	in	in	ADP
fsr-4114	19	28	1995	1995	NUM
fsr-4114	19	29	to	to	ADP
fsr-4114	19	30	its	its	PRON
fsr-4114	19	31	widespread	widespread	ADJ
fsr-4114	19	32	expansion	expansion	NOUN
fsr-4114	19	33	in	in	ADP
fsr-4114	19	34	2006	2006	NUM
fsr-4114	19	35	.	.	PUNCT
fsr-4114	20	1	craigslist	craigslist	NOUN
fsr-4114	20	2	altered	alter	VERB
fsr-4114	20	3	how	how	SCONJ
fsr-4114	20	4	consumers	consumer	NOUN
fsr-4114	20	5	buy	buy	VERB
fsr-4114	20	6	,	,	PUNCT
fsr-4114	20	7	sell	sell	VERB
fsr-4114	20	8	,	,	PUNCT
fsr-4114	20	9	and	and	CCONJ
fsr-4114	20	10	dispose	dispose	NOUN
fsr-4114	20	11	of	of	ADP
fsr-4114	20	12	secondhand	secondhand	NOUN
fsr-4114	20	13	goods	good	NOUN
fsr-4114	20	14	(	(	PUNCT
fsr-4114	20	15	fremstad	fremstad	NOUN
fsr-4114	20	16	,	,	PUNCT
fsr-4114	20	17	2017	2017	NUM
fsr-4114	20	18	)	)	PUNCT
fsr-4114	20	19	.	.	PUNCT
fsr-4114	21	1	it	it	PRON
fsr-4114	21	2	created	create	VERB
fsr-4114	21	3	a	a	DET
fsr-4114	21	4	new	new	ADJ
fsr-4114	21	5	marketplace	marketplace	NOUN
fsr-4114	21	6	promoting	promote	VERB
fsr-4114	21	7	online	online	ADJ
fsr-4114	21	8	search	search	NOUN
fsr-4114	21	9	and	and	CCONJ
fsr-4114	21	10	lowering	lower	VERB
fsr-4114	21	11	information	information	NOUN
fsr-4114	21	12	acquisition	acquisition	NOUN
fsr-4114	21	13	costs	cost	NOUN
fsr-4114	21	14	.	.	PUNCT
fsr-4114	22	1	internet	internet	NOUN
fsr-4114	22	2	outlets	outlet	NOUN
fsr-4114	22	3	increase	increase	VERB
fsr-4114	22	4	market	market	NOUN
fsr-4114	22	5	efficiencies	efficiency	NOUN
fsr-4114	22	6	by	by	ADP
fsr-4114	22	7	reducing	reduce	VERB
fsr-4114	22	8	search	search	NOUN
fsr-4114	22	9	costs	cost	NOUN
fsr-4114	22	10	and	and	CCONJ
fsr-4114	22	11	lowering	lower	VERB
fsr-4114	22	12	price	price	NOUN
fsr-4114	22	13	dispersion	dispersion	NOUN
fsr-4114	22	14	(	(	PUNCT
fsr-4114	22	15	brynjolfsson	brynjolfsson	NOUN
fsr-4114	22	16	&	&	CCONJ
fsr-4114	22	17	smith	smith	PROPN
fsr-4114	22	18	,	,	PUNCT
fsr-4114	22	19	2000	2000	NUM
fsr-4114	22	20	)	)	PUNCT
fsr-4114	22	21	.	.	PUNCT
fsr-4114	23	1	craigslist	craigslist	NOUN
fsr-4114	23	2	connects	connect	VERB
fsr-4114	23	3	consumers	consumer	NOUN
fsr-4114	23	4	in	in	ADP
fsr-4114	23	5	mutually	mutually	ADV
fsr-4114	23	6	beneficial	beneficial	ADJ
fsr-4114	23	7	transactions	transaction	NOUN
fsr-4114	23	8	but	but	CCONJ
fsr-4114	23	9	the	the	DET
fsr-4114	23	10	opportunity	opportunity	NOUN
fsr-4114	23	11	for	for	ADP
fsr-4114	23	12	fraudulent	fraudulent	ADJ
fsr-4114	23	13	activity	activity	NOUN
fsr-4114	23	14	may	may	AUX
fsr-4114	23	15	also	also	ADV
fsr-4114	23	16	increase	increase	VERB
fsr-4114	23	17	.	.	PUNCT
fsr-4114	24	1	for	for	ADP
fsr-4114	24	2	instance	instance	NOUN
fsr-4114	24	3	,	,	PUNCT
fsr-4114	24	4	in	in	ADP
fsr-4114	24	5	2014	2014	NUM
fsr-4114	24	6	,	,	PUNCT
fsr-4114	24	7	a	a	DET
fsr-4114	24	8	man	man	NOUN
fsr-4114	24	9	in	in	ADP
fsr-4114	24	10	des	des	PROPN
fsr-4114	24	11	plaines	plaines	PROPN
fsr-4114	24	12	,	,	PUNCT
fsr-4114	24	13	illinois	illinois	PROPN
fsr-4114	24	14	,	,	PUNCT
fsr-4114	24	15	was	be	AUX
fsr-4114	24	16	charged	charge	VERB
fsr-4114	24	17	with	with	ADP
fsr-4114	24	18	multiple	multiple	ADJ
fsr-4114	24	19	felonies	felony	NOUN
fsr-4114	24	20	after	after	ADP
fsr-4114	24	21	posting	post	VERB
fsr-4114	24	22	fraudulent	fraudulent	ADJ
fsr-4114	24	23	apartment	apartment	NOUN
fsr-4114	24	24	listings	listing	NOUN
fsr-4114	24	25	on	on	ADP
fsr-4114	24	26	craigslist	craigslist	NOUN
fsr-4114	24	27	and	and	CCONJ
fsr-4114	24	28	collecting	collect	VERB
fsr-4114	24	29	deposits	deposit	NOUN
fsr-4114	24	30	from	from	ADP
fsr-4114	24	31	unsuspecting	unsuspecting	ADJ
fsr-4114	24	32	renters	renter	NOUN
fsr-4114	24	33	.	.	PUNCT
fsr-4114	25	1	victims	victim	NOUN
fsr-4114	25	2	uncovered	uncover	VERB
fsr-4114	25	3	the	the	DET
fsr-4114	25	4	scam	scam	NOUN
fsr-4114	25	5	when	when	SCONJ
fsr-4114	25	6	they	they	PRON
fsr-4114	25	7	attempted	attempt	VERB
fsr-4114	25	8	to	to	PART
fsr-4114	25	9	move	move	VERB
fsr-4114	25	10	in	in	ADV
fsr-4114	25	11	and	and	CCONJ
fsr-4114	25	12	found	find	VERB
fsr-4114	25	13	the	the	DET
fsr-4114	25	14	apartments	apartment	NOUN
fsr-4114	25	15	already	already	ADV
fsr-4114	25	16	occupied	occupy	VERB
fsr-4114	25	17	or	or	CCONJ
fsr-4114	25	18	that	that	SCONJ
fsr-4114	25	19	the	the	DET
fsr-4114	25	20	keys	key	NOUN
fsr-4114	25	21	did	do	AUX
fsr-4114	25	22	not	not	PART
fsr-4114	25	23	work	work	VERB
fsr-4114	25	24	(	(	PUNCT
fsr-4114	25	25	knowles	knowle	NOUN
fsr-4114	25	26	,	,	PUNCT
fsr-4114	25	27	2014	2014	NUM
fsr-4114	25	28	)	)	PUNCT
fsr-4114	25	29	.	.	PUNCT
fsr-4114	26	1	while	while	SCONJ
fsr-4114	26	2	such	such	ADJ
fsr-4114	26	3	cases	case	NOUN
fsr-4114	26	4	illustrate	illustrate	VERB
fsr-4114	26	5	that	that	DET
fsr-4114	26	6	fraud	fraud	NOUN
fsr-4114	26	7	can	can	AUX
fsr-4114	26	8	and	and	CCONJ
fsr-4114	26	9	does	do	AUX
fsr-4114	26	10	occur	occur	VERB
fsr-4114	26	11	on	on	ADP
fsr-4114	26	12	digital	digital	ADJ
fsr-4114	26	13	platforms	platform	NOUN
fsr-4114	26	14	,	,	PUNCT
fsr-4114	26	15	the	the	DET
fsr-4114	26	16	structured	structured	ADJ
fsr-4114	26	17	environment	environment	NOUN
fsr-4114	26	18	of	of	ADP
fsr-4114	26	19	craigslist	craigslist	NOUN
fsr-4114	26	20	may	may	AUX
fsr-4114	26	21	also	also	ADV
fsr-4114	26	22	facilitate	facilitate	VERB
fsr-4114	26	23	detection	detection	NOUN
fsr-4114	26	24	and	and	CCONJ
fsr-4114	26	25	prosecution	prosecution	NOUN
fsr-4114	26	26	in	in	ADP
fsr-4114	26	27	ways	way	NOUN
fsr-4114	26	28	that	that	PRON
fsr-4114	26	29	were	be	AUX
fsr-4114	26	30	not	not	PART
fsr-4114	26	31	possible	possible	ADJ
fsr-4114	26	32	with	with	ADP
fsr-4114	26	33	offline	offline	ADJ
fsr-4114	26	34	or	or	CCONJ
fsr-4114	26	35	traditional	traditional	ADJ
fsr-4114	26	36	scams	scam	NOUN
fsr-4114	26	37	.	.	PUNCT
fsr-4114	27	1	this	this	DET
fsr-4114	27	2	highlights	highlight	VERB
fsr-4114	27	3	how	how	SCONJ
fsr-4114	27	4	the	the	DET
fsr-4114	27	5	introduction	introduction	NOUN
fsr-4114	27	6	of	of	ADP
fsr-4114	27	7	craigslist	craigslist	NOUN
fsr-4114	27	8	may	may	AUX
fsr-4114	27	9	not	not	PART
fsr-4114	27	10	reduce	reduce	VERB
fsr-4114	27	11	all	all	DET
fsr-4114	27	12	fraud	fraud	NOUN
fsr-4114	27	13	but	but	CCONJ
fsr-4114	27	14	may	may	AUX
fsr-4114	27	15	influence	influence	VERB
fsr-4114	27	16	how	how	SCONJ
fsr-4114	27	17	it	it	PRON
fsr-4114	27	18	is	be	AUX
fsr-4114	27	19	reported	report	VERB
fsr-4114	27	20	,	,	PUNCT
fsr-4114	27	21	tracked	track	VERB
fsr-4114	27	22	,	,	PUNCT
fsr-4114	27	23	and	and	CCONJ
fsr-4114	27	24	resolved	resolve	VERB
fsr-4114	27	25	.	.	PUNCT
fsr-4114	28	1	building	build	VERB
fsr-4114	28	2	on	on	ADP
fsr-4114	28	3	this	this	DET
fsr-4114	28	4	idea	idea	NOUN
fsr-4114	28	5	,	,	PUNCT
fsr-4114	28	6	we	we	PRON
fsr-4114	28	7	investigate	investigate	VERB
fsr-4114	28	8	whether	whether	SCONJ
fsr-4114	28	9	the	the	DET
fsr-4114	28	10	presence	presence	NOUN
fsr-4114	28	11	and	and	CCONJ
fsr-4114	28	12	adoption	adoption	NOUN
fsr-4114	28	13	of	of	ADP
fsr-4114	28	14	craigslist	craigslist	NOUN
fsr-4114	28	15	as	as	ADP
fsr-4114	28	16	an	an	DET
fsr-4114	28	17	online	online	ADJ
fsr-4114	28	18	marketplace	marketplace	NOUN
fsr-4114	28	19	affected	affect	VERB
fsr-4114	28	20	fraud	fraud	NOUN
fsr-4114	28	21	-	-	PUNCT
fsr-4114	28	22	related	relate	VERB
fsr-4114	28	23	arrests	arrest	NOUN
fsr-4114	28	24	in	in	ADP
fsr-4114	28	25	locations	location	NOUN
fsr-4114	28	26	that	that	PRON
fsr-4114	28	27	adopted	adopt	VERB
fsr-4114	28	28	the	the	DET
fsr-4114	28	29	platform	platform	NOUN
fsr-4114	28	30	compared	compare	VERB
fsr-4114	28	31	to	to	ADP
fsr-4114	28	32	those	those	PRON
fsr-4114	28	33	that	that	PRON
fsr-4114	28	34	did	do	VERB
fsr-4114	28	35	not	not	PART
fsr-4114	28	36	.	.	PUNCT
fsr-4114	29	1	this	this	DET
fsr-4114	29	2	study	study	NOUN
fsr-4114	29	3	contributes	contribute	VERB
fsr-4114	29	4	to	to	ADP
fsr-4114	29	5	the	the	DET
fsr-4114	29	6	financial	financial	ADJ
fsr-4114	29	7	services	service	NOUN
fsr-4114	29	8	literature	literature	NOUN
fsr-4114	29	9	by	by	ADP
fsr-4114	29	10	examining	examine	VERB
fsr-4114	29	11	how	how	SCONJ
fsr-4114	29	12	online	online	ADJ
fsr-4114	29	13	marketplaces	marketplace	NOUN
fsr-4114	29	14	influence	influence	VERB
fsr-4114	29	15	consumer	consumer	NOUN
fsr-4114	29	16	risk	risk	NOUN
fsr-4114	29	17	exposure	exposure	NOUN
fsr-4114	29	18	,	,	PUNCT
fsr-4114	29	19	fraud	fraud	NOUN
fsr-4114	29	20	-	-	PUNCT
fsr-4114	29	21	related	relate	VERB
fsr-4114	29	22	enforcement	enforcement	NOUN
fsr-4114	29	23	,	,	PUNCT
fsr-4114	29	24	and	and	CCONJ
fsr-4114	29	25	financial	financial	ADJ
fsr-4114	29	26	behavior	behavior	NOUN
fsr-4114	29	27	.	.	PUNCT
fsr-4114	30	1	as	as	SCONJ
fsr-4114	30	2	more	more	ADJ
fsr-4114	30	3	financial	financial	ADJ
fsr-4114	30	4	transactions	transaction	NOUN
fsr-4114	30	5	occur	occur	VERB
fsr-4114	30	6	digitally	digitally	ADV
fsr-4114	30	7	,	,	PUNCT
fsr-4114	30	8	understanding	understand	VERB
fsr-4114	30	9	the	the	DET
fsr-4114	30	10	role	role	NOUN
fsr-4114	30	11	of	of	ADP
fsr-4114	30	12	marketplace	marketplace	NOUN
fsr-4114	30	13	infrastructure	infrastructure	NOUN
fsr-4114	30	14	—	—	PUNCT
fsr-4114	30	15	such	such	ADJ
fsr-4114	30	16	as	as	ADP
fsr-4114	30	17	craigslist	craigslist	NOUN
fsr-4114	30	18	—	—	PUNCT
fsr-4114	30	19	can	can	AUX
fsr-4114	30	20	inform	inform	VERB
fsr-4114	30	21	fraud	fraud	NOUN
fsr-4114	30	22	prevention	prevention	NOUN
fsr-4114	30	23	strategies	strategy	NOUN
fsr-4114	30	24	,	,	PUNCT
fsr-4114	30	25	regulatory	regulatory	ADJ
fsr-4114	30	26	frameworks	framework	NOUN
fsr-4114	30	27	,	,	PUNCT
fsr-4114	30	28	and	and	CCONJ
fsr-4114	30	29	consumer	consumer	NOUN
fsr-4114	30	30	protection	protection	NOUN
fsr-4114	30	31	practices	practice	NOUN
fsr-4114	30	32	.	.	PUNCT
fsr-4114	31	1	review	review	NOUN
fsr-4114	31	2	of	of	ADP
fsr-4114	31	3	the	the	DET
fsr-4114	31	4	relevant	relevant	ADJ
fsr-4114	31	5	literature	literature	NOUN
fsr-4114	31	6	fraud	fraud	NOUN
fsr-4114	31	7	millions	million	NOUN
fsr-4114	31	8	of	of	ADP
fsr-4114	31	9	individuals	individual	NOUN
fsr-4114	31	10	fall	fall	VERB
fsr-4114	31	11	victim	victim	NOUN
fsr-4114	31	12	to	to	PART
fsr-4114	31	13	fraud	fraud	VERB
fsr-4114	31	14	around	around	ADP
fsr-4114	31	15	the	the	DET
fsr-4114	31	16	world	world	NOUN
fsr-4114	31	17	every	every	DET
fsr-4114	31	18	year	year	NOUN
fsr-4114	31	19	.	.	PUNCT
fsr-4114	32	1	according	accord	VERB
fsr-4114	32	2	to	to	ADP
fsr-4114	32	3	the	the	DET
fsr-4114	32	4	recent	recent	ADJ
fsr-4114	32	5	united	united	PROPN
fsr-4114	32	6	states	states	PROPN
fsr-4114	32	7	federal	federal	PROPN
fsr-4114	32	8	trade	trade	PROPN
fsr-4114	32	9	commission	commission	PROPN
fsr-4114	32	10	(	(	PUNCT
fsr-4114	32	11	ftc	ftc	PROPN
fsr-4114	32	12	)	)	PUNCT
fsr-4114	32	13	data	datum	NOUN
fsr-4114	32	14	book	book	NOUN
fsr-4114	32	15	,	,	PUNCT
fsr-4114	32	16	individuals	individual	NOUN
fsr-4114	32	17	reported	report	VERB
fsr-4114	32	18	losing	lose	VERB
fsr-4114	32	19	$	$	SYM
fsr-4114	32	20	8.8	8.8	NUM
fsr-4114	32	21	billion	billion	NUM
fsr-4114	32	22	to	to	ADP
fsr-4114	32	23	scams	scam	NOUN
fsr-4114	32	24	in	in	ADP
fsr-4114	32	25	2022	2022	NUM
fsr-4114	32	26	,	,	PUNCT
fsr-4114	32	27	an	an	DET
fsr-4114	32	28	increase	increase	NOUN
fsr-4114	32	29	of	of	ADP
fsr-4114	32	30	$	$	SYM
fsr-4114	32	31	2.6	2.6	NUM
fsr-4114	32	32	billion	billion	NUM
fsr-4114	32	33	yearly	yearly	ADJ
fsr-4114	32	34	(	(	PUNCT
fsr-4114	32	35	rayo	rayo	NOUN
fsr-4114	32	36	,	,	PUNCT
fsr-4114	32	37	2023	2023	NUM
fsr-4114	32	38	)	)	PUNCT
fsr-4114	32	39	.	.	PUNCT
fsr-4114	33	1	while	while	SCONJ
fsr-4114	33	2	the	the	DET
fsr-4114	33	3	dollar	dollar	NOUN
fsr-4114	33	4	amount	amount	NOUN
fsr-4114	33	5	continues	continue	VERB
fsr-4114	33	6	to	to	PART
fsr-4114	33	7	increase	increase	VERB
fsr-4114	33	8	,	,	PUNCT
fsr-4114	33	9	the	the	DET
fsr-4114	33	10	number	number	NOUN
fsr-4114	33	11	of	of	ADP
fsr-4114	33	12	individuals	individual	NOUN
fsr-4114	33	13	affected	affect	VERB
fsr-4114	33	14	has	have	AUX
fsr-4114	33	15	remained	remain	VERB
fsr-4114	33	16	staggering	staggering	ADJ
fsr-4114	33	17	;	;	PUNCT
fsr-4114	33	18	about	about	ADV
fsr-4114	33	19	35.6	35.6	NUM
fsr-4114	33	20	million	million	NUM
fsr-4114	33	21	were	be	AUX
fsr-4114	33	22	fraud	fraud	NOUN
fsr-4114	33	23	victims	victim	NOUN
fsr-4114	33	24	in	in	ADP
fsr-4114	33	25	2004	2004	NUM
fsr-4114	33	26	(	(	PUNCT
fsr-4114	33	27	anderson	anderson	PROPN
fsr-4114	33	28	,	,	PUNCT
fsr-4114	33	29	2004	2004	NUM
fsr-4114	33	30	)	)	PUNCT
fsr-4114	33	31	.	.	PUNCT
fsr-4114	34	1	in	in	ADP
fsr-4114	34	2	2006	2006	NUM
fsr-4114	34	3	,	,	PUNCT
fsr-4114	34	4	the	the	DET
fsr-4114	34	5	ftc	ftc	PROPN
fsr-4114	34	6	received	receive	VERB
fsr-4114	34	7	over	over	ADP
fsr-4114	34	8	670,000	670,000	NUM
fsr-4114	34	9	consumer	consumer	NOUN
fsr-4114	34	10	sentinel	sentinel	NOUN
fsr-4114	34	11	complaints	complaint	NOUN
fsr-4114	34	12	amounting	amount	VERB
fsr-4114	34	13	to	to	ADP
fsr-4114	34	14	over	over	ADP
fsr-4114	34	15	$	$	SYM
fsr-4114	34	16	1.1	1.1	NUM
fsr-4114	34	17	billion	billion	NUM
fsr-4114	34	18	in	in	ADP
fsr-4114	34	19	fraud	fraud	NOUN
fsr-4114	34	20	losses	loss	NOUN
fsr-4114	34	21	,	,	PUNCT
fsr-4114	34	22	of	of	ADP
fsr-4114	34	23	which	which	PRON
fsr-4114	34	24	36	36	NUM
fsr-4114	34	25	%	%	NOUN
fsr-4114	34	26	were	be	AUX
fsr-4114	34	27	identity	identity	NOUN
fsr-4114	34	28	theft	theft	NOUN
fsr-4114	34	29	complaints	complaint	NOUN
fsr-4114	34	30	,	,	PUNCT
fsr-4114	34	31	and	and	CCONJ
fsr-4114	34	32	64	64	NUM
fsr-4114	34	33	%	%	NOUN
fsr-4114	34	34	were	be	AUX
fsr-4114	34	35	other	other	ADJ
fsr-4114	34	36	types	type	NOUN
fsr-4114	34	37	of	of	ADP
fsr-4114	34	38	fraud	fraud	NOUN
fsr-4114	34	39	(	(	PUNCT
fsr-4114	34	40	federal	federal	ADJ
fsr-4114	34	41	trade	trade	PROPN
fsr-4114	34	42	commission	commission	PROPN
fsr-4114	34	43	,	,	PUNCT
fsr-4114	34	44	2006	2006	NUM
fsr-4114	34	45	)	)	PUNCT
fsr-4114	34	46	.	.	PUNCT
fsr-4114	35	1	fraud	fraud	NOUN
fsr-4114	35	2	can	can	AUX
fsr-4114	35	3	also	also	ADV
fsr-4114	35	4	have	have	VERB
fsr-4114	35	5	enormous	enormous	ADJ
fsr-4114	35	6	nonmonetary	nonmonetary	ADJ
fsr-4114	35	7	costs	cost	NOUN
fsr-4114	35	8	,	,	PUNCT
fsr-4114	35	9	such	such	ADJ
fsr-4114	35	10	as	as	ADP
fsr-4114	35	11	emotional	emotional	ADJ
fsr-4114	35	12	stress	stress	NOUN
fsr-4114	35	13	and	and	CCONJ
fsr-4114	35	14	psychological	psychological	ADJ
fsr-4114	35	15	trauma	trauma	NOUN
fsr-4114	35	16	.	.	PUNCT
fsr-4114	36	1	these	these	DET
fsr-4114	36	2	nonmonetary	nonmonetary	ADJ
fsr-4114	36	3	costs	cost	NOUN
fsr-4114	36	4	are	be	AUX
fsr-4114	36	5	hard	hard	ADJ
fsr-4114	36	6	to	to	PART
fsr-4114	36	7	quantify	quantify	VERB
fsr-4114	36	8	and	and	CCONJ
fsr-4114	36	9	likely	likely	ADV
fsr-4114	36	10	greater	great	ADJ
fsr-4114	36	11	than	than	ADP
fsr-4114	36	12	the	the	DET
fsr-4114	36	13	financial	financial	ADJ
fsr-4114	36	14	losses	loss	NOUN
fsr-4114	36	15	(	(	PUNCT
fsr-4114	36	16	lee	lee	PROPN
fsr-4114	36	17	&	&	CCONJ
fsr-4114	36	18	soberon‐ferrer	soberon‐ferrer	PROPN
fsr-4114	36	19	,	,	PUNCT
fsr-4114	36	20	1997	1997	NUM
fsr-4114	36	21	)	)	PUNCT
fsr-4114	36	22	.	.	PUNCT
fsr-4114	37	1	financial	financial	ADJ
fsr-4114	37	2	crimes	crime	NOUN
fsr-4114	37	3	are	be	AUX
fsr-4114	37	4	perpetrated	perpetrate	VERB
fsr-4114	37	5	in	in	ADP
fsr-4114	37	6	various	various	ADJ
fsr-4114	37	7	ways	way	NOUN
fsr-4114	37	8	,	,	PUNCT
fsr-4114	37	9	with	with	ADP
fsr-4114	37	10	the	the	DET
fsr-4114	37	11	most	most	ADV
fsr-4114	37	12	common	common	ADJ
fsr-4114	37	13	types	type	NOUN
fsr-4114	37	14	of	of	ADP
fsr-4114	37	15	fraud	fraud	NOUN
fsr-4114	37	16	related	relate	VERB
fsr-4114	37	17	to	to	ADP
fsr-4114	37	18	false	false	ADJ
fsr-4114	37	19	representation	representation	NOUN
fsr-4114	37	20	and	and	CCONJ
fsr-4114	37	21	identity	identity	NOUN
fsr-4114	37	22	theft	theft	NOUN
fsr-4114	37	23	.	.	PUNCT
fsr-4114	38	1	the	the	DET
fsr-4114	38	2	top	top	ADJ
fsr-4114	38	3	consumer	consumer	NOUN
fsr-4114	38	4	fraud	fraud	NOUN
fsr-4114	38	5	issues	issue	NOUN
fsr-4114	38	6	identified	identify	VERB
fsr-4114	38	7	by	by	ADP
fsr-4114	38	8	the	the	DET
fsr-4114	38	9	2004	2004	NUM
fsr-4114	38	10	ftc	ftc	PROPN
fsr-4114	38	11	survey	survey	NOUN
fsr-4114	38	12	are	be	AUX
fsr-4114	38	13	advance	advance	ADJ
fsr-4114	38	14	-	-	PUNCT
fsr-4114	38	15	fee	fee	NOUN
fsr-4114	38	16	loan	loan	NOUN
fsr-4114	38	17	scams	scam	NOUN
fsr-4114	38	18	,	,	PUNCT
fsr-4114	38	19	being	be	AUX
fsr-4114	38	20	billed	bill	VERB
fsr-4114	38	21	for	for	ADP
fsr-4114	38	22	membership	membership	NOUN
fsr-4114	38	23	without	without	ADP
fsr-4114	38	24	having	having	AUX
fsr-4114	38	25	agreed	agree	VERB
fsr-4114	38	26	to	to	ADP
fsr-4114	38	27	it	it	PRON
fsr-4114	38	28	,	,	PUNCT
fsr-4114	38	29	credit	credit	NOUN
fsr-4114	38	30	card	card	NOUN
fsr-4114	38	31	insurance	insurance	NOUN
fsr-4114	38	32	and	and	CCONJ
fsr-4114	38	33	credit	credit	NOUN
fsr-4114	38	34	repair	repair	NOUN
fsr-4114	38	35	services	service	NOUN
fsr-4114	38	36	,	,	PUNCT
fsr-4114	38	37	paying	pay	VERB
fsr-4114	38	38	money	money	NOUN
fsr-4114	38	39	for	for	ADP
fsr-4114	38	40	a	a	DET
fsr-4114	38	41	purchase	purchase	NOUN
fsr-4114	38	42	without	without	ADP
fsr-4114	38	43	receiving	receive	VERB
fsr-4114	38	44	the	the	DET
fsr-4114	38	45	promised	promise	VERB
fsr-4114	38	46	prize	prize	NOUN
fsr-4114	38	47	,	,	PUNCT
fsr-4114	38	48	being	be	AUX
fsr-4114	38	49	billed	bill	VERB
fsr-4114	38	50	for	for	ADP
fsr-4114	38	51	internet	internet	NOUN
fsr-4114	38	52	services	service	NOUN
fsr-4114	38	53	without	without	ADP
fsr-4114	38	54	agreeing	agree	VERB
fsr-4114	38	55	,	,	PUNCT
fsr-4114	38	56	and	and	CCONJ
fsr-4114	38	57	purchasing	purchase	VERB
fsr-4114	38	58	a	a	DET
fsr-4114	38	59	membership	membership	NOUN
fsr-4114	38	60	in	in	ADP
fsr-4114	38	61	a	a	DET
fsr-4114	38	62	pyramid	pyramid	NOUN
fsr-4114	38	63	scheme	scheme	NOUN
fsr-4114	38	64	(	(	PUNCT
fsr-4114	38	65	anderson	anderson	PROPN
fsr-4114	38	66	,	,	PUNCT
fsr-4114	38	67	2004	2004	NUM
fsr-4114	38	68	)	)	PUNCT
fsr-4114	38	69	.	.	PUNCT
fsr-4114	39	1	not	not	PART
fsr-4114	39	2	much	much	ADJ
fsr-4114	39	3	has	have	AUX
fsr-4114	39	4	changed	change	VERB
fsr-4114	39	5	20	20	NUM
fsr-4114	39	6	years	year	NOUN
fsr-4114	39	7	later	later	ADV
fsr-4114	39	8	.	.	PUNCT
fsr-4114	40	1	in	in	ADP
fsr-4114	40	2	the	the	DET
fsr-4114	40	3	united	united	PROPN
fsr-4114	40	4	states	states	PROPN
fsr-4114	40	5	,	,	PUNCT
fsr-4114	40	6	investment	investment	NOUN
fsr-4114	40	7	scams	scam	NOUN
fsr-4114	40	8	were	be	AUX
fsr-4114	40	9	the	the	DET
fsr-4114	40	10	costliest	costly	ADJ
fsr-4114	40	11	form	form	NOUN
fsr-4114	40	12	of	of	ADP
fsr-4114	40	13	fraud	fraud	NOUN
fsr-4114	40	14	in	in	ADP
fsr-4114	40	15	2022	2022	NUM
fsr-4114	40	16	,	,	PUNCT
fsr-4114	40	17	with	with	ADP
fsr-4114	40	18	reported	report	VERB
fsr-4114	40	19	losses	loss	NOUN
fsr-4114	40	20	to	to	ADP
fsr-4114	40	21	american	american	ADJ
fsr-4114	40	22	consumers	consumer	NOUN
fsr-4114	40	23	of	of	ADP
fsr-4114	40	24	$	$	SYM
fsr-4114	40	25	3.8	3.8	NUM
fsr-4114	40	26	billion	billion	NUM
fsr-4114	40	27	,	,	PUNCT
fsr-4114	40	28	followed	follow	VERB
fsr-4114	40	29	closely	closely	ADV
fsr-4114	40	30	by	by	ADP
fsr-4114	40	31	impersonator	impersonator	NOUN
fsr-4114	40	32	scams	scam	NOUN
fsr-4114	40	33	with	with	ADP
fsr-4114	40	34	reported	report	VERB
fsr-4114	40	35	losses	loss	NOUN
fsr-4114	40	36	of	of	ADP
fsr-4114	40	37	$	$	SYM
fsr-4114	40	38	2.6	2.6	NUM
fsr-4114	40	39	billion	billion	NUM
fsr-4114	40	40	(	(	PUNCT
fsr-4114	40	41	rayo	rayo	NOUN
fsr-4114	40	42	,	,	PUNCT
fsr-4114	40	43	2023	2023	NUM
fsr-4114	40	44	)	)	PUNCT
fsr-4114	40	45	.	.	PUNCT
fsr-4114	41	1	antonoudi	antonoudi	PROPN
fsr-4114	41	2	et	et	PROPN
fsr-4114	41	3	al	al	PROPN
fsr-4114	41	4	.	.	PROPN
fsr-4114	41	5	123	123	NUM
fsr-4114	41	6	technology	technology	NOUN
fsr-4114	41	7	and	and	CCONJ
fsr-4114	41	8	fraud	fraud	VERB
fsr-4114	41	9	current	current	ADJ
fsr-4114	41	10	scholarly	scholarly	ADJ
fsr-4114	41	11	work	work	NOUN
fsr-4114	41	12	on	on	ADP
fsr-4114	41	13	online	online	ADJ
fsr-4114	41	14	fraud	fraud	NOUN
fsr-4114	41	15	has	have	AUX
fsr-4114	41	16	examined	examine	VERB
fsr-4114	41	17	a	a	DET
fsr-4114	41	18	variety	variety	NOUN
fsr-4114	41	19	of	of	ADP
fsr-4114	41	20	types	type	NOUN
fsr-4114	41	21	and	and	CCONJ
fsr-4114	41	22	methods	method	NOUN
fsr-4114	41	23	of	of	ADP
fsr-4114	41	24	these	these	DET
fsr-4114	41	25	crimes	crime	NOUN
fsr-4114	41	26	.	.	PUNCT
fsr-4114	42	1	online	online	ADJ
fsr-4114	42	2	consumer	consumer	NOUN
fsr-4114	42	3	fraud	fraud	NOUN
fsr-4114	42	4	victimization	victimization	NOUN
fsr-4114	42	5	has	have	AUX
fsr-4114	42	6	concentrated	concentrate	VERB
fsr-4114	42	7	on	on	ADP
fsr-4114	42	8	the	the	DET
fsr-4114	42	9	sophisticated	sophisticated	ADJ
fsr-4114	42	10	nature	nature	NOUN
fsr-4114	42	11	of	of	ADP
fsr-4114	42	12	fraudsters	fraudster	NOUN
fsr-4114	42	13	(	(	PUNCT
fsr-4114	42	14	garg	garg	NOUN
fsr-4114	42	15	&	&	CCONJ
fsr-4114	42	16	nilizadeh	nilizadeh	PROPN
fsr-4114	42	17	,	,	PUNCT
fsr-4114	42	18	2013	2013	NUM
fsr-4114	42	19	;	;	PUNCT
fsr-4114	42	20	lee	lee	PROPN
fsr-4114	42	21	,	,	PUNCT
fsr-4114	42	22	2021a	2021a	NUM
fsr-4114	42	23	,	,	PUNCT
fsr-4114	42	24	2021b	2021b	NUM
fsr-4114	42	25	;	;	PUNCT
fsr-4114	42	26	van	van	PROPN
fsr-4114	42	27	wilsem	wilsem	NOUN
fsr-4114	42	28	,	,	PUNCT
fsr-4114	42	29	2013	2013	NUM
fsr-4114	42	30	)	)	PUNCT
fsr-4114	42	31	.	.	PUNCT
fsr-4114	43	1	park	park	NOUN
fsr-4114	43	2	et	et	PROPN
fsr-4114	43	3	al	al	PROPN
fsr-4114	43	4	.	.	PROPN
fsr-4114	44	1	(	(	PUNCT
fsr-4114	44	2	2014	2014	NUM
fsr-4114	44	3	)	)	PUNCT
fsr-4114	44	4	analyzed	analyze	VERB
fsr-4114	44	5	the	the	DET
fsr-4114	44	6	prevalence	prevalence	NOUN
fsr-4114	44	7	of	of	ADP
fsr-4114	44	8	advance	advance	NOUN
fsr-4114	44	9	-	-	PUNCT
fsr-4114	44	10	fee	fee	NOUN
fsr-4114	44	11	fraud	fraud	NOUN
fsr-4114	44	12	paying	pay	VERB
fsr-4114	44	13	a	a	DET
fsr-4114	44	14	fee	fee	NOUN
fsr-4114	44	15	upfront	upfront	NOUN
fsr-4114	44	16	in	in	ADP
fsr-4114	44	17	anticipation	anticipation	NOUN
fsr-4114	44	18	of	of	ADP
fsr-4114	44	19	receiving	receive	VERB
fsr-4114	44	20	something	something	PRON
fsr-4114	44	21	of	of	ADP
fsr-4114	44	22	greater	great	ADJ
fsr-4114	44	23	valueon	valueon	NOUN
fsr-4114	44	24	craigslist	craigslist	NOUN
fsr-4114	44	25	and	and	CCONJ
fsr-4114	44	26	showed	show	VERB
fsr-4114	44	27	that	that	SCONJ
fsr-4114	44	28	ten	ten	NUM
fsr-4114	44	29	groups	group	NOUN
fsr-4114	44	30	of	of	ADP
fsr-4114	44	31	scammers	scammer	NOUN
fsr-4114	44	32	were	be	AUX
fsr-4114	44	33	responsible	responsible	ADJ
fsr-4114	44	34	for	for	ADP
fsr-4114	44	35	nearly	nearly	ADV
fsr-4114	44	36	half	half	NOUN
fsr-4114	44	37	of	of	ADP
fsr-4114	44	38	the	the	DET
fsr-4114	44	39	total	total	ADJ
fsr-4114	44	40	scam	scam	NOUN
fsr-4114	44	41	attempts	attempt	VERB
fsr-4114	44	42	.	.	PUNCT
fsr-4114	45	1	other	other	ADJ
fsr-4114	45	2	scams	scam	NOUN
fsr-4114	45	3	thriving	thrive	VERB
fsr-4114	45	4	on	on	ADP
fsr-4114	45	5	craigslist	craigslist	NOUN
fsr-4114	45	6	that	that	PRON
fsr-4114	45	7	have	have	AUX
fsr-4114	45	8	been	be	AUX
fsr-4114	45	9	the	the	DET
fsr-4114	45	10	subject	subject	NOUN
fsr-4114	45	11	of	of	ADP
fsr-4114	45	12	scholarly	scholarly	ADJ
fsr-4114	45	13	work	work	NOUN
fsr-4114	45	14	were	be	AUX
fsr-4114	45	15	automobile	automobile	NOUN
fsr-4114	45	16	-	-	PUNCT
fsr-4114	45	17	related	relate	VERB
fsr-4114	45	18	scams	scam	NOUN
fsr-4114	45	19	targeting	target	VERB
fsr-4114	45	20	mostly	mostly	ADV
fsr-4114	45	21	educated	educate	VERB
fsr-4114	45	22	white	white	ADJ
fsr-4114	45	23	males	male	NOUN
fsr-4114	45	24	(	(	PUNCT
fsr-4114	45	25	garg	garg	NOUN
fsr-4114	45	26	&	&	CCONJ
fsr-4114	45	27	nilizadeh	nilizadeh	PROPN
fsr-4114	45	28	,	,	PUNCT
fsr-4114	45	29	2013	2013	NUM
fsr-4114	45	30	)	)	PUNCT
fsr-4114	45	31	.	.	PUNCT
fsr-4114	46	1	theory	theory	NOUN
fsr-4114	46	2	and	and	CCONJ
fsr-4114	46	3	conceptual	conceptual	ADJ
fsr-4114	46	4	framework	framework	NOUN
fsr-4114	46	5	consumer	consumer	NOUN
fsr-4114	46	6	vulnerability	vulnerability	NOUN
fsr-4114	46	7	occurs	occur	VERB
fsr-4114	46	8	when	when	SCONJ
fsr-4114	46	9	individuals	individual	NOUN
fsr-4114	46	10	face	face	VERB
fsr-4114	46	11	a	a	DET
fsr-4114	46	12	heightened	heightened	ADJ
fsr-4114	46	13	risk	risk	NOUN
fsr-4114	46	14	of	of	ADP
fsr-4114	46	15	harm	harm	NOUN
fsr-4114	46	16	due	due	ADP
fsr-4114	46	17	to	to	ADP
fsr-4114	46	18	limited	limited	ADJ
fsr-4114	46	19	access	access	NOUN
fsr-4114	46	20	to	to	ADP
fsr-4114	46	21	resources	resource	NOUN
fsr-4114	46	22	or	or	CCONJ
fsr-4114	46	23	reduced	reduce	VERB
fsr-4114	46	24	control	control	NOUN
fsr-4114	46	25	over	over	ADP
fsr-4114	46	26	their	their	PRON
fsr-4114	46	27	use	use	NOUN
fsr-4114	46	28	in	in	ADP
fsr-4114	46	29	the	the	DET
fsr-4114	46	30	marketplace	marketplace	NOUN
fsr-4114	46	31	(	(	PUNCT
fsr-4114	46	32	hill	hill	NOUN
fsr-4114	46	33	&	&	CCONJ
fsr-4114	46	34	sharma	sharma	PROPN
fsr-4114	46	35	,	,	PUNCT
fsr-4114	46	36	2020	2020	NUM
fsr-4114	46	37	)	)	PUNCT
fsr-4114	46	38	.	.	PUNCT
fsr-4114	47	1	in	in	ADP
fsr-4114	47	2	online	online	ADJ
fsr-4114	47	3	marketplaces	marketplace	NOUN
fsr-4114	47	4	like	like	ADP
fsr-4114	47	5	craigslist	craigslist	NOUN
fsr-4114	47	6	,	,	PUNCT
fsr-4114	47	7	such	such	ADJ
fsr-4114	47	8	vulnerability	vulnerability	NOUN
fsr-4114	47	9	can	can	AUX
fsr-4114	47	10	be	be	AUX
fsr-4114	47	11	shaped	shape	VERB
fsr-4114	47	12	by	by	ADP
fsr-4114	47	13	structural	structural	ADJ
fsr-4114	47	14	features	feature	NOUN
fsr-4114	47	15	—	—	PUNCT
fsr-4114	47	16	such	such	ADJ
fsr-4114	47	17	as	as	ADP
fsr-4114	47	18	platform	platform	NOUN
fsr-4114	47	19	availability	availability	NOUN
fsr-4114	47	20	—	—	PUNCT
fsr-4114	47	21	that	that	PRON
fsr-4114	47	22	may	may	AUX
fsr-4114	47	23	alter	alter	VERB
fsr-4114	47	24	exposure	exposure	NOUN
fsr-4114	47	25	to	to	ADP
fsr-4114	47	26	fraud	fraud	NOUN
fsr-4114	47	27	.	.	PUNCT
fsr-4114	48	1	in	in	ADP
fsr-4114	48	2	our	our	PRON
fsr-4114	48	3	framework	framework	NOUN
fsr-4114	48	4	,	,	PUNCT
fsr-4114	48	5	the	the	DET
fsr-4114	48	6	key	key	ADJ
fsr-4114	48	7	independent	independent	ADJ
fsr-4114	48	8	variable	variable	NOUN
fsr-4114	48	9	is	be	AUX
fsr-4114	48	10	the	the	DET
fsr-4114	48	11	presence	presence	NOUN
fsr-4114	48	12	or	or	CCONJ
fsr-4114	48	13	absence	absence	NOUN
fsr-4114	48	14	of	of	ADP
fsr-4114	48	15	craigslist	craigslist	NOUN
fsr-4114	48	16	in	in	ADP
fsr-4114	48	17	a	a	DET
fsr-4114	48	18	given	give	VERB
fsr-4114	48	19	metropolitan	metropolitan	ADJ
fsr-4114	48	20	statistical	statistical	ADJ
fsr-4114	48	21	area	area	NOUN
fsr-4114	48	22	(	(	PUNCT
fsr-4114	48	23	msa	msa	PROPN
fsr-4114	48	24	)	)	PUNCT
fsr-4114	48	25	.	.	PUNCT
fsr-4114	49	1	this	this	DET
fsr-4114	49	2	structural	structural	ADJ
fsr-4114	49	3	condition	condition	NOUN
fsr-4114	49	4	creates	create	VERB
fsr-4114	49	5	different	different	ADJ
fsr-4114	49	6	contexts	context	NOUN
fsr-4114	49	7	in	in	ADP
fsr-4114	49	8	which	which	PRON
fsr-4114	49	9	consumers	consumer	NOUN
fsr-4114	49	10	operate	operate	VERB
fsr-4114	49	11	,	,	PUNCT
fsr-4114	49	12	potentially	potentially	ADV
fsr-4114	49	13	influencing	influence	VERB
fsr-4114	49	14	fraud	fraud	NOUN
fsr-4114	49	15	risk	risk	NOUN
fsr-4114	49	16	.	.	PUNCT
fsr-4114	50	1	while	while	SCONJ
fsr-4114	50	2	individual	individual	ADJ
fsr-4114	50	3	and	and	CCONJ
fsr-4114	50	4	demographic	demographic	ADJ
fsr-4114	50	5	factors	factor	NOUN
fsr-4114	50	6	such	such	ADJ
fsr-4114	50	7	as	as	ADP
fsr-4114	50	8	income	income	NOUN
fsr-4114	50	9	,	,	PUNCT
fsr-4114	50	10	employment	employment	NOUN
fsr-4114	50	11	,	,	PUNCT
fsr-4114	50	12	education	education	NOUN
fsr-4114	50	13	,	,	PUNCT
fsr-4114	50	14	and	and	CCONJ
fsr-4114	50	15	race	race	NOUN
fsr-4114	50	16	also	also	ADV
fsr-4114	50	17	play	play	VERB
fsr-4114	50	18	a	a	DET
fsr-4114	50	19	role	role	NOUN
fsr-4114	50	20	,	,	PUNCT
fsr-4114	50	21	our	our	PRON
fsr-4114	50	22	analysis	analysis	NOUN
fsr-4114	50	23	focuses	focus	VERB
fsr-4114	50	24	on	on	ADP
fsr-4114	50	25	how	how	SCONJ
fsr-4114	50	26	platform	platform	NOUN
fsr-4114	50	27	availability	availability	NOUN
fsr-4114	50	28	interacts	interact	VERB
fsr-4114	50	29	with	with	ADP
fsr-4114	50	30	these	these	DET
fsr-4114	50	31	factors	factor	NOUN
fsr-4114	50	32	to	to	PART
fsr-4114	50	33	affect	affect	VERB
fsr-4114	50	34	fraud	fraud	NOUN
fsr-4114	50	35	-	-	PUNCT
fsr-4114	50	36	related	relate	VERB
fsr-4114	50	37	outcomes	outcome	NOUN
fsr-4114	50	38	.	.	PUNCT
fsr-4114	51	1	according	accord	VERB
fsr-4114	51	2	to	to	ADP
fsr-4114	51	3	the	the	DET
fsr-4114	51	4	consumer	consumer	NOUN
fsr-4114	51	5	vulnerability	vulnerability	NOUN
fsr-4114	51	6	framework	framework	NOUN
fsr-4114	51	7	,	,	PUNCT
fsr-4114	51	8	one	one	PRON
fsr-4114	51	9	might	might	AUX
fsr-4114	51	10	expect	expect	VERB
fsr-4114	51	11	craigslist	craigslist	NOUN
fsr-4114	51	12	’s	’s	PART
fsr-4114	51	13	entry	entry	NOUN
fsr-4114	51	14	into	into	ADP
fsr-4114	51	15	a	a	DET
fsr-4114	51	16	market	market	NOUN
fsr-4114	51	17	to	to	PART
fsr-4114	51	18	heighten	heighten	VERB
fsr-4114	51	19	exposure	exposure	NOUN
fsr-4114	51	20	to	to	ADP
fsr-4114	51	21	fraud	fraud	VERB
fsr-4114	51	22	by	by	ADP
fsr-4114	51	23	expanding	expand	VERB
fsr-4114	51	24	opportunities	opportunity	NOUN
fsr-4114	51	25	for	for	ADP
fsr-4114	51	26	deceptive	deceptive	ADJ
fsr-4114	51	27	interactions	interaction	NOUN
fsr-4114	51	28	and	and	CCONJ
fsr-4114	51	29	reducing	reduce	VERB
fsr-4114	51	30	face	face	NOUN
fsr-4114	51	31	-	-	PUNCT
fsr-4114	51	32	to	to	ADP
fsr-4114	51	33	-	-	PUNCT
fsr-4114	51	34	face	face	NOUN
fsr-4114	51	35	accountability	accountability	NOUN
fsr-4114	51	36	.	.	PUNCT
fsr-4114	52	1	this	this	PRON
fsr-4114	52	2	would	would	AUX
fsr-4114	52	3	suggest	suggest	VERB
fsr-4114	52	4	a	a	DET
fsr-4114	52	5	positive	positive	ADJ
fsr-4114	52	6	relationship	relationship	NOUN
fsr-4114	52	7	between	between	ADP
fsr-4114	52	8	platform	platform	NOUN
fsr-4114	52	9	adoption	adoption	NOUN
fsr-4114	52	10	and	and	CCONJ
fsr-4114	52	11	fraud	fraud	NOUN
fsr-4114	52	12	arrests	arrest	NOUN
fsr-4114	52	13	.	.	PUNCT
fsr-4114	53	1	however	however	ADV
fsr-4114	53	2	,	,	PUNCT
fsr-4114	53	3	several	several	ADJ
fsr-4114	53	4	mechanisms	mechanism	NOUN
fsr-4114	53	5	may	may	AUX
fsr-4114	53	6	produce	produce	VERB
fsr-4114	53	7	the	the	DET
fsr-4114	53	8	opposite	opposite	ADJ
fsr-4114	53	9	effect	effect	NOUN
fsr-4114	53	10	.	.	PUNCT
fsr-4114	54	1	craigslist	craigslist	NOUN
fsr-4114	54	2	’s	’s	PART
fsr-4114	54	3	peer	peer	NOUN
fsr-4114	54	4	-	-	PUNCT
fsr-4114	54	5	topeer	topeer	NOUN
fsr-4114	54	6	design	design	NOUN
fsr-4114	54	7	may	may	AUX
fsr-4114	54	8	increase	increase	VERB
fsr-4114	54	9	transparency	transparency	NOUN
fsr-4114	54	10	,	,	PUNCT
fsr-4114	54	11	foster	foster	ADJ
fsr-4114	54	12	community	community	NOUN
fsr-4114	54	13	moderation	moderation	NOUN
fsr-4114	54	14	through	through	ADP
fsr-4114	54	15	user	user	NOUN
fsr-4114	54	16	flagging	flagging	NOUN
fsr-4114	54	17	of	of	ADP
fsr-4114	54	18	suspicious	suspicious	ADJ
fsr-4114	54	19	listings	listing	NOUN
fsr-4114	54	20	,	,	PUNCT
fsr-4114	54	21	and	and	CCONJ
fsr-4114	54	22	generate	generate	VERB
fsr-4114	54	23	digital	digital	ADJ
fsr-4114	54	24	trails	trail	NOUN
fsr-4114	54	25	that	that	PRON
fsr-4114	54	26	deter	deter	VERB
fsr-4114	54	27	criminal	criminal	ADJ
fsr-4114	54	28	behavior	behavior	NOUN
fsr-4114	54	29	.	.	PUNCT
fsr-4114	55	1	additionally	additionally	ADV
fsr-4114	55	2	,	,	PUNCT
fsr-4114	55	3	if	if	SCONJ
fsr-4114	55	4	craigslist	craigslist	NOUN
fsr-4114	55	5	displaced	displace	VERB
fsr-4114	55	6	aggressive	aggressive	ADJ
fsr-4114	55	7	or	or	CCONJ
fsr-4114	55	8	misleading	misleading	ADJ
fsr-4114	55	9	advertising	advertising	NOUN
fsr-4114	55	10	from	from	ADP
fsr-4114	55	11	traditional	traditional	ADJ
fsr-4114	55	12	media	medium	NOUN
fsr-4114	55	13	,	,	PUNCT
fsr-4114	55	14	it	it	PRON
fsr-4114	55	15	may	may	AUX
fsr-4114	55	16	have	have	AUX
fsr-4114	55	17	reduced	reduce	VERB
fsr-4114	55	18	consumer	consumer	NOUN
fsr-4114	55	19	exposure	exposure	NOUN
fsr-4114	55	20	to	to	ADP
fsr-4114	55	21	certain	certain	ADJ
fsr-4114	55	22	fraud	fraud	NOUN
fsr-4114	55	23	schemes	scheme	NOUN
fsr-4114	55	24	.	.	PUNCT
fsr-4114	56	1	these	these	DET
fsr-4114	56	2	competing	compete	VERB
fsr-4114	56	3	mechanisms	mechanism	NOUN
fsr-4114	56	4	make	make	VERB
fsr-4114	56	5	the	the	DET
fsr-4114	56	6	relationship	relationship	NOUN
fsr-4114	56	7	between	between	ADP
fsr-4114	56	8	craigslist	craigslist	NOUN
fsr-4114	56	9	and	and	CCONJ
fsr-4114	56	10	fraud	fraud	VERB
fsr-4114	56	11	an	an	DET
fsr-4114	56	12	empirical	empirical	ADJ
fsr-4114	56	13	question	question	NOUN
fsr-4114	56	14	.	.	PUNCT
fsr-4114	57	1	research	research	NOUN
fsr-4114	57	2	question	question	NOUN
fsr-4114	57	3	did	do	VERB
fsr-4114	57	4	the	the	DET
fsr-4114	57	5	introduction	introduction	NOUN
fsr-4114	57	6	and	and	CCONJ
fsr-4114	57	7	presence	presence	NOUN
fsr-4114	57	8	of	of	ADP
fsr-4114	57	9	the	the	DET
fsr-4114	57	10	craigslist	craigslist	NOUN
fsr-4114	57	11	online	online	ADJ
fsr-4114	57	12	marketplace	marketplace	NOUN
fsr-4114	57	13	impact	impact	NOUN
fsr-4114	57	14	fraud	fraud	NOUN
fsr-4114	57	15	arrest	arrest	NOUN
fsr-4114	57	16	occurrences	occurrence	NOUN
fsr-4114	57	17	?	?	PUNCT
fsr-4114	58	1	hypothesis	hypothesis	NOUN
fsr-4114	58	2	given	give	VERB
fsr-4114	58	3	the	the	DET
fsr-4114	58	4	competing	compete	VERB
fsr-4114	58	5	theoretical	theoretical	ADJ
fsr-4114	58	6	arguments	argument	NOUN
fsr-4114	58	7	,	,	PUNCT
fsr-4114	58	8	we	we	PRON
fsr-4114	58	9	adopt	adopt	VERB
fsr-4114	58	10	a	a	DET
fsr-4114	58	11	two	two	NUM
fsr-4114	58	12	-	-	PUNCT
fsr-4114	58	13	tailed	tail	VERB
fsr-4114	58	14	hypothesis	hypothesis	NOUN
fsr-4114	58	15	structure	structure	NOUN
fsr-4114	58	16	:	:	PUNCT
fsr-4114	58	17	h₀	h₀	NOUN
fsr-4114	58	18	:	:	PUNCT
fsr-4114	58	19	craigslist	craigslist	NOUN
fsr-4114	58	20	’s	’s	PART
fsr-4114	58	21	entry	entry	NOUN
fsr-4114	58	22	has	have	VERB
fsr-4114	58	23	no	no	DET
fsr-4114	58	24	effect	effect	NOUN
fsr-4114	58	25	on	on	ADP
fsr-4114	58	26	fraud	fraud	NOUN
fsr-4114	58	27	arrest	arrest	NOUN
fsr-4114	58	28	rates	rate	NOUN
fsr-4114	58	29	.	.	PUNCT
fsr-4114	59	1	h₁	h₁	NOUN
fsr-4114	59	2	:	:	PUNCT
fsr-4114	59	3	craigslist	craigslist	NOUN
fsr-4114	59	4	’s	’s	PART
fsr-4114	59	5	entry	entry	NOUN
fsr-4114	59	6	is	be	AUX
fsr-4114	59	7	associated	associate	VERB
fsr-4114	59	8	with	with	ADP
fsr-4114	59	9	changes	change	NOUN
fsr-4114	59	10	in	in	ADP
fsr-4114	59	11	fraud	fraud	NOUN
fsr-4114	59	12	arrest	arrest	NOUN
fsr-4114	59	13	rates	rate	NOUN
fsr-4114	59	14	.	.	PUNCT
fsr-4114	60	1	methods	method	NOUN
fsr-4114	60	2	data	datum	NOUN
fsr-4114	60	3	and	and	CCONJ
fsr-4114	60	4	sample	sample	NOUN
fsr-4114	60	5	we	we	PRON
fsr-4114	60	6	use	use	VERB
fsr-4114	60	7	a	a	DET
fsr-4114	60	8	combination	combination	NOUN
fsr-4114	60	9	of	of	ADP
fsr-4114	60	10	three	three	NUM
fsr-4114	60	11	different	different	ADJ
fsr-4114	60	12	data	datum	NOUN
fsr-4114	60	13	sources	source	NOUN
fsr-4114	60	14	to	to	PART
fsr-4114	60	15	determine	determine	VERB
fsr-4114	60	16	craigslist	craigslist	NOUN
fsr-4114	60	17	entry	entry	NOUN
fsr-4114	60	18	,	,	PUNCT
fsr-4114	60	19	fraud	fraud	NOUN
fsr-4114	60	20	arrests	arrest	NOUN
fsr-4114	60	21	,	,	PUNCT
fsr-4114	60	22	and	and	CCONJ
fsr-4114	60	23	county	county	NOUN
fsr-4114	60	24	-	-	PUNCT
fsr-4114	60	25	level	level	NOUN
fsr-4114	60	26	characteristics	characteristic	NOUN
fsr-4114	60	27	.	.	PUNCT
fsr-4114	61	1	upon	upon	SCONJ
fsr-4114	61	2	request	request	NOUN
fsr-4114	61	3	,	,	PUNCT
fsr-4114	61	4	the	the	DET
fsr-4114	61	5	authors	author	NOUN
fsr-4114	61	6	of	of	ADP
fsr-4114	61	7	kroft	kroft	PROPN
fsr-4114	61	8	&	&	CCONJ
fsr-4114	61	9	pope	pope	PROPN
fsr-4114	61	10	(	(	PUNCT
fsr-4114	61	11	2014	2014	NUM
fsr-4114	61	12	)	)	PUNCT
fsr-4114	61	13	provided	provide	VERB
fsr-4114	61	14	data	datum	NOUN
fsr-4114	61	15	associated	associate	VERB
fsr-4114	61	16	with	with	ADP
fsr-4114	61	17	craigslist	craigslist	NOUN
fsr-4114	61	18	entry	entry	NOUN
fsr-4114	61	19	for	for	ADP
fsr-4114	61	20	every	every	DET
fsr-4114	61	21	msa	msa	PROPN
fsr-4114	61	22	from	from	ADP
fsr-4114	61	23	1995	1995	NUM
fsr-4114	61	24	to	to	ADP
fsr-4114	61	25	2006	2006	NUM
fsr-4114	61	26	.	.	PUNCT
fsr-4114	62	1	craigslist	craigslist	NOUN
fsr-4114	62	2	was	be	AUX
fsr-4114	62	3	first	first	ADV
fsr-4114	62	4	introduced	introduce	VERB
fsr-4114	62	5	in	in	ADP
fsr-4114	62	6	san	san	PROPN
fsr-4114	62	7	francisco	francisco	PROPN
fsr-4114	62	8	(	(	PUNCT
fsr-4114	62	9	1995	1995	NUM
fsr-4114	62	10	)	)	PUNCT
fsr-4114	62	11	,	,	PUNCT
fsr-4114	62	12	then	then	ADV
fsr-4114	62	13	in	in	ADP
fsr-4114	62	14	other	other	ADJ
fsr-4114	62	15	large	large	ADJ
fsr-4114	62	16	msas	msa	NOUN
fsr-4114	62	17	like	like	ADP
fsr-4114	62	18	new	new	PROPN
fsr-4114	62	19	york	york	PROPN
fsr-4114	62	20	and	and	CCONJ
fsr-4114	62	21	boston	boston	PROPN
fsr-4114	62	22	(	(	PUNCT
fsr-4114	62	23	2000	2000	NUM
fsr-4114	62	24	)	)	PUNCT
fsr-4114	62	25	,	,	PUNCT
fsr-4114	62	26	followed	follow	VERB
fsr-4114	62	27	by	by	ADP
fsr-4114	62	28	mid	mid	ADJ
fsr-4114	62	29	-	-	ADJ
fsr-4114	62	30	sized	sized	ADJ
fsr-4114	62	31	cities	city	NOUN
fsr-4114	62	32	in	in	ADP
fsr-4114	62	33	the	the	DET
fsr-4114	62	34	early	early	ADJ
fsr-4114	62	35	2000s	2000s	NUM
fsr-4114	62	36	.	.	PUNCT
fsr-4114	63	1	kroft	kroft	PROPN
fsr-4114	63	2	and	and	CCONJ
fsr-4114	63	3	pope	pope	PROPN
fsr-4114	63	4	(	(	PUNCT
fsr-4114	63	5	2014	2014	NUM
fsr-4114	63	6	)	)	PUNCT
fsr-4114	63	7	noted	note	VERB
fsr-4114	63	8	that	that	SCONJ
fsr-4114	63	9	early	early	ADJ
fsr-4114	63	10	adopters	adopter	NOUN
fsr-4114	63	11	tended	tend	VERB
fsr-4114	63	12	to	to	PART
fsr-4114	63	13	be	be	AUX
fsr-4114	63	14	cities	city	NOUN
fsr-4114	63	15	with	with	ADP
fsr-4114	63	16	higher	high	ADJ
fsr-4114	63	17	incomes	income	NOUN
fsr-4114	63	18	,	,	PUNCT
fsr-4114	63	19	higher	high	ADJ
fsr-4114	63	20	education	education	NOUN
fsr-4114	63	21	levels	level	NOUN
fsr-4114	63	22	,	,	PUNCT
fsr-4114	63	23	and	and	CCONJ
fsr-4114	63	24	larger	large	ADJ
fsr-4114	63	25	populations	population	NOUN
fsr-4114	63	26	.	.	PUNCT
fsr-4114	64	1	to	to	PART
fsr-4114	64	2	conserve	conserve	VERB
fsr-4114	64	3	space	space	NOUN
fsr-4114	64	4	,	,	PUNCT
fsr-4114	64	5	the	the	DET
fsr-4114	64	6	timeline	timeline	NOUN
fsr-4114	64	7	and	and	CCONJ
fsr-4114	64	8	average	average	ADJ
fsr-4114	64	9	demographic	demographic	ADJ
fsr-4114	64	10	characteristics	characteristic	NOUN
fsr-4114	64	11	of	of	ADP
fsr-4114	64	12	early	early	ADJ
fsr-4114	64	13	versus	versus	ADP
fsr-4114	64	14	late	late	ADJ
fsr-4114	64	15	adopters	adopter	NOUN
fsr-4114	64	16	are	be	AUX
fsr-4114	64	17	available	available	ADJ
fsr-4114	64	18	upon	upon	SCONJ
fsr-4114	64	19	request	request	NOUN
fsr-4114	64	20	.	.	PUNCT
fsr-4114	65	1	we	we	PRON
fsr-4114	65	2	used	use	VERB
fsr-4114	65	3	the	the	DET
fsr-4114	65	4	us	us	PROPN
fsr-4114	65	5	census	census	PROPN
fsr-4114	65	6	bureau	bureau	PROPN
fsr-4114	65	7	county	county	NOUN
fsr-4114	65	8	-	-	PUNCT
fsr-4114	65	9	level	level	NOUN
fsr-4114	65	10	data	datum	NOUN
fsr-4114	65	11	(	(	PUNCT
fsr-4114	65	12	u.s	u.s	PROPN
fsr-4114	65	13	.	.	PROPN
fsr-4114	65	14	census	census	PROPN
fsr-4114	65	15	bureau	bureau	PROPN
fsr-4114	65	16	,	,	PUNCT
fsr-4114	65	17	1995	1995	NUM
fsr-4114	65	18	-	-	SYM
fsr-4114	65	19	2006	2006	NUM
fsr-4114	65	20	)	)	PUNCT
fsr-4114	65	21	to	to	PART
fsr-4114	65	22	extract	extract	VERB
fsr-4114	65	23	the	the	DET
fsr-4114	65	24	study	study	NOUN
fsr-4114	65	25	's	's	PART
fsr-4114	65	26	control	control	NOUN
fsr-4114	65	27	variables	variable	NOUN
fsr-4114	65	28	,	,	PUNCT
fsr-4114	65	29	including	include	VERB
fsr-4114	65	30	median	median	ADJ
fsr-4114	65	31	income	income	NOUN
fsr-4114	65	32	,	,	PUNCT
fsr-4114	65	33	unemployment	unemployment	NOUN
fsr-4114	65	34	percentage	percentage	NOUN
fsr-4114	65	35	,	,	PUNCT
fsr-4114	65	36	poverty	poverty	NOUN
fsr-4114	65	37	rate	rate	NOUN
fsr-4114	65	38	,	,	PUNCT
fsr-4114	65	39	education	education	NOUN
fsr-4114	65	40	,	,	PUNCT
fsr-4114	65	41	and	and	CCONJ
fsr-4114	65	42	racial	racial	ADJ
fsr-4114	65	43	background	background	NOUN
fsr-4114	65	44	of	of	ADP
fsr-4114	65	45	each	each	DET
fsr-4114	65	46	county	county	NOUN
fsr-4114	65	47	.	.	PUNCT
fsr-4114	66	1	msas	msas	PROPN
fsr-4114	66	2	are	be	AUX
fsr-4114	66	3	defined	define	VERB
fsr-4114	66	4	in	in	ADP
fsr-4114	66	5	terms	term	NOUN
fsr-4114	66	6	of	of	ADP
fsr-4114	66	7	entire	entire	ADJ
fsr-4114	66	8	counties	county	NOUN
fsr-4114	66	9	,	,	PUNCT
fsr-4114	66	10	consisting	consist	VERB
fsr-4114	66	11	of	of	ADP
fsr-4114	66	12	at	at	ADV
fsr-4114	66	13	least	least	ADV
fsr-4114	66	14	one	one	NUM
fsr-4114	66	15	urbanized	urbanized	ADJ
fsr-4114	66	16	area	area	NOUN
fsr-4114	66	17	with	with	ADP
fsr-4114	66	18	a	a	DET
fsr-4114	66	19	population	population	NOUN
fsr-4114	66	20	of	of	ADP
fsr-4114	66	21	50,000	50,000	NUM
fsr-4114	66	22	or	or	CCONJ
fsr-4114	66	23	more	more	ADJ
fsr-4114	66	24	,	,	PUNCT
fsr-4114	66	25	along	along	ADP
fsr-4114	66	26	with	with	ADP
fsr-4114	66	27	adjacent	adjacent	ADJ
fsr-4114	66	28	counties	county	NOUN
fsr-4114	66	29	with	with	ADP
fsr-4114	66	30	a	a	DET
fsr-4114	66	31	high	high	ADJ
fsr-4114	66	32	degree	degree	NOUN
fsr-4114	66	33	of	of	ADP
fsr-4114	66	34	economic	economic	ADJ
fsr-4114	66	35	and	and	CCONJ
fsr-4114	66	36	social	social	ADJ
fsr-4114	66	37	integration	integration	NOUN
fsr-4114	66	38	with	with	ADP
fsr-4114	66	39	the	the	DET
fsr-4114	66	40	urbanized	urbanized	ADJ
fsr-4114	66	41	core	core	NOUN
fsr-4114	66	42	.	.	PUNCT
fsr-4114	67	1	we	we	PRON
fsr-4114	67	2	used	use	VERB
fsr-4114	67	3	historical	historical	ADJ
fsr-4114	67	4	delineation	delineation	NOUN
fsr-4114	67	5	files	file	NOUN
fsr-4114	67	6	from	from	ADP
fsr-4114	67	7	the	the	DET
fsr-4114	67	8	us	us	PROPN
fsr-4114	67	9	census	census	PROPN
fsr-4114	67	10	bureau	bureau	PROPN
fsr-4114	67	11	webpage	webpage	NOUN
fsr-4114	67	12	to	to	PART
fsr-4114	67	13	aggregate	aggregate	VERB
fsr-4114	67	14	cps	cps	PROPN
fsr-4114	67	15	data	datum	NOUN
fsr-4114	67	16	at	at	ADP
fsr-4114	67	17	financial	financial	ADJ
fsr-4114	67	18	services	service	NOUN
fsr-4114	67	19	review	review	VERB
fsr-4114	67	20	33(4	33(4	NUM
fsr-4114	67	21	)	)	PUNCT
fsr-4114	67	22	124	124	NUM
fsr-4114	67	23	the	the	DET
fsr-4114	67	24	msa	msa	PROPN
fsr-4114	67	25	level	level	NOUN
fsr-4114	67	26	(	(	PUNCT
fsr-4114	67	27	u.s	u.s	PROPN
fsr-4114	67	28	.	.	PROPN
fsr-4114	67	29	census	census	PROPN
fsr-4114	67	30	bureau	bureau	PROPN
fsr-4114	67	31	,	,	PUNCT
fsr-4114	67	32	2023	2023	NUM
fsr-4114	67	33	)	)	PUNCT
fsr-4114	67	34	.	.	PUNCT
fsr-4114	68	1	we	we	PRON
fsr-4114	68	2	converted	convert	VERB
fsr-4114	68	3	the	the	DET
fsr-4114	68	4	data	datum	NOUN
fsr-4114	68	5	to	to	ADP
fsr-4114	68	6	the	the	DET
fsr-4114	68	7	most	most	ADV
fsr-4114	68	8	recent	recent	ADJ
fsr-4114	68	9	definitions	definition	NOUN
fsr-4114	68	10	.	.	PUNCT
fsr-4114	69	1	police	police	NOUN
fsr-4114	69	2	agencies	agency	NOUN
fsr-4114	69	3	report	report	VERB
fsr-4114	69	4	county	county	NOUN
fsr-4114	69	5	-	-	PUNCT
fsr-4114	69	6	level	level	NOUN
fsr-4114	69	7	fraud	fraud	NOUN
fsr-4114	69	8	arrest	arrest	NOUN
fsr-4114	69	9	data	datum	NOUN
fsr-4114	69	10	to	to	ADP
fsr-4114	69	11	the	the	DET
fsr-4114	69	12	federal	federal	ADJ
fsr-4114	69	13	bureau	bureau	PROPN
fsr-4114	69	14	of	of	ADP
fsr-4114	69	15	investigation	investigation	PROPN
fsr-4114	69	16	’s	’s	PART
fsr-4114	69	17	uniform	uniform	PROPN
fsr-4114	69	18	crime	crime	PROPN
fsr-4114	69	19	reporting	report	VERB
fsr-4114	69	20	(	(	PUNCT
fsr-4114	69	21	ucr	ucr	PROPN
fsr-4114	69	22	)	)	PUNCT
fsr-4114	69	23	program	program	NOUN
fsr-4114	69	24	each	each	DET
fsr-4114	69	25	year	year	NOUN
fsr-4114	69	26	,	,	PUNCT
fsr-4114	69	27	providing	provide	VERB
fsr-4114	69	28	base	base	NOUN
fsr-4114	69	29	data	datum	NOUN
fsr-4114	69	30	for	for	ADP
fsr-4114	69	31	this	this	DET
fsr-4114	69	32	analysis	analysis	NOUN
fsr-4114	69	33	.	.	PUNCT
fsr-4114	70	1	we	we	PRON
fsr-4114	70	2	used	use	VERB
fsr-4114	70	3	information	information	NOUN
fsr-4114	70	4	from	from	ADP
fsr-4114	70	5	the	the	DET
fsr-4114	70	6	quarterly	quarterly	ADJ
fsr-4114	70	7	census	census	NOUN
fsr-4114	70	8	of	of	ADP
fsr-4114	70	9	employment	employment	NOUN
fsr-4114	70	10	and	and	CCONJ
fsr-4114	70	11	wages	wage	NOUN
fsr-4114	70	12	(	(	PUNCT
fsr-4114	70	13	qcew	qcew	PROPN
fsr-4114	70	14	)	)	PUNCT
fsr-4114	70	15	to	to	PART
fsr-4114	70	16	aggregate	aggregate	VERB
fsr-4114	70	17	county	county	NOUN
fsr-4114	70	18	-	-	PUNCT
fsr-4114	70	19	level	level	NOUN
fsr-4114	70	20	data	datum	NOUN
fsr-4114	70	21	at	at	ADP
fsr-4114	70	22	the	the	DET
fsr-4114	70	23	msa	msa	PROPN
fsr-4114	70	24	level	level	NOUN
fsr-4114	70	25	to	to	PART
fsr-4114	70	26	match	match	VERB
fsr-4114	70	27	the	the	DET
fsr-4114	70	28	craigslist	craigslist	NOUN
fsr-4114	70	29	entry	entry	NOUN
fsr-4114	70	30	data	datum	NOUN
fsr-4114	70	31	.	.	PUNCT
fsr-4114	71	1	for	for	ADP
fsr-4114	71	2	the	the	DET
fsr-4114	71	3	study	study	NOUN
fsr-4114	71	4	's	's	PART
fsr-4114	71	5	primary	primary	ADJ
fsr-4114	71	6	analysis	analysis	NOUN
fsr-4114	71	7	,	,	PUNCT
fsr-4114	71	8	the	the	DET
fsr-4114	71	9	period	period	NOUN
fsr-4114	71	10	from	from	ADP
fsr-4114	71	11	1995	1995	NUM
fsr-4114	71	12	to	to	ADP
fsr-4114	71	13	2006	2006	NUM
fsr-4114	71	14	was	be	AUX
fsr-4114	71	15	investigated	investigate	VERB
fsr-4114	71	16	using	use	VERB
fsr-4114	71	17	data	datum	NOUN
fsr-4114	71	18	from	from	ADP
fsr-4114	71	19	1991	1991	NUM
fsr-4114	71	20	to	to	PART
fsr-4114	71	21	test	test	VERB
fsr-4114	71	22	the	the	DET
fsr-4114	71	23	parallel	parallel	ADJ
fsr-4114	71	24	pre	pre	NOUN
fsr-4114	71	25	-	-	NOUN
fsr-4114	71	26	trends	trend	NOUN
fsr-4114	71	27	assumption	assumption	NOUN
fsr-4114	71	28	.	.	PUNCT
fsr-4114	72	1	unfortunately	unfortunately	ADV
fsr-4114	72	2	,	,	PUNCT
fsr-4114	72	3	the	the	DET
fsr-4114	72	4	ucr	ucr	PROPN
fsr-4114	72	5	data	data	PROPN
fsr-4114	72	6	aggregates	aggregate	VERB
fsr-4114	72	7	fraud	fraud	NOUN
fsr-4114	72	8	types	type	NOUN
fsr-4114	72	9	and	and	CCONJ
fsr-4114	72	10	does	do	AUX
fsr-4114	72	11	not	not	PART
fsr-4114	72	12	allow	allow	VERB
fsr-4114	72	13	us	we	PRON
fsr-4114	72	14	to	to	PART
fsr-4114	72	15	isolate	isolate	VERB
fsr-4114	72	16	fraud	fraud	NOUN
fsr-4114	72	17	categories	category	NOUN
fsr-4114	72	18	most	most	ADV
fsr-4114	72	19	directly	directly	ADV
fsr-4114	72	20	associated	associate	VERB
fsr-4114	72	21	with	with	ADP
fsr-4114	72	22	craigslist	craigslist	NOUN
fsr-4114	72	23	transactions	transaction	NOUN
fsr-4114	72	24	.	.	PUNCT
fsr-4114	73	1	during	during	ADP
fsr-4114	73	2	this	this	DET
fsr-4114	73	3	analysis	analysis	NOUN
fsr-4114	73	4	period	period	NOUN
fsr-4114	73	5	,	,	PUNCT
fsr-4114	73	6	the	the	DET
fsr-4114	73	7	sample	sample	NOUN
fsr-4114	73	8	,	,	PUNCT
fsr-4114	73	9	on	on	ADP
fsr-4114	73	10	average	average	ADJ
fsr-4114	73	11	,	,	PUNCT
fsr-4114	73	12	included	include	VERB
fsr-4114	73	13	384	384	NUM
fsr-4114	73	14	msas	msa	NOUN
fsr-4114	73	15	.	.	PUNCT
fsr-4114	74	1	we	we	PRON
fsr-4114	74	2	analyzed	analyze	VERB
fsr-4114	74	3	msas	msa	NOUN
fsr-4114	74	4	over	over	ADP
fsr-4114	74	5	the	the	DET
fsr-4114	74	6	15	15	NUM
fsr-4114	74	7	years	year	NOUN
fsr-4114	74	8	between	between	ADP
fsr-4114	74	9	1991	1991	NUM
fsr-4114	74	10	and	and	CCONJ
fsr-4114	74	11	2006	2006	NUM
fsr-4114	74	12	,	,	PUNCT
fsr-4114	74	13	except	except	SCONJ
fsr-4114	74	14	1993	1993	NUM
fsr-4114	74	15	.	.	PUNCT
fsr-4114	75	1	that	that	DET
fsr-4114	75	2	year	year	NOUN
fsr-4114	75	3	was	be	AUX
fsr-4114	75	4	excluded	exclude	VERB
fsr-4114	75	5	because	because	SCONJ
fsr-4114	75	6	the	the	DET
fsr-4114	75	7	fbi	fbi	PROPN
fsr-4114	75	8	crime	crime	NOUN
fsr-4114	75	9	data	datum	NOUN
fsr-4114	75	10	were	be	AUX
fsr-4114	75	11	not	not	PART
fsr-4114	75	12	available	available	ADJ
fsr-4114	75	13	.	.	PUNCT
fsr-4114	76	1	the	the	DET
fsr-4114	76	2	available	available	ADJ
fsr-4114	76	3	data	datum	NOUN
fsr-4114	76	4	provided	provide	VERB
fsr-4114	76	5	an	an	DET
fsr-4114	76	6	initial	initial	ADJ
fsr-4114	76	7	sample	sample	NOUN
fsr-4114	76	8	size	size	NOUN
fsr-4114	76	9	of	of	ADP
fsr-4114	76	10	5,760	5,760	NUM
fsr-4114	76	11	msas	msa	NOUN
fsr-4114	76	12	,	,	PUNCT
fsr-4114	76	13	reduced	reduce	VERB
fsr-4114	76	14	by	by	ADP
fsr-4114	76	15	61	61	NUM
fsr-4114	76	16	msas	msa	NOUN
fsr-4114	76	17	that	that	PRON
fsr-4114	76	18	did	do	AUX
fsr-4114	76	19	not	not	PART
fsr-4114	76	20	report	report	VERB
fsr-4114	76	21	crime	crime	NOUN
fsr-4114	76	22	data	datum	NOUN
fsr-4114	76	23	to	to	ADP
fsr-4114	76	24	a	a	DET
fsr-4114	76	25	sample	sample	NOUN
fsr-4114	76	26	of	of	ADP
fsr-4114	76	27	5,699	5,699	NUM
fsr-4114	76	28	msas	msa	NOUN
fsr-4114	76	29	.	.	PUNCT
fsr-4114	77	1	as	as	SCONJ
fsr-4114	77	2	anderson	anderson	PROPN
fsr-4114	77	3	(	(	PUNCT
fsr-4114	77	4	2014	2014	NUM
fsr-4114	77	5	)	)	PUNCT
fsr-4114	77	6	noted	note	VERB
fsr-4114	77	7	,	,	PUNCT
fsr-4114	77	8	there	there	PRON
fsr-4114	77	9	are	be	VERB
fsr-4114	77	10	problems	problem	NOUN
fsr-4114	77	11	with	with	ADP
fsr-4114	77	12	the	the	DET
fsr-4114	77	13	fraud	fraud	NOUN
fsr-4114	77	14	reports	report	VERB
fsr-4114	77	15	.	.	PUNCT
fsr-4114	78	1	unusually	unusually	ADV
fsr-4114	78	2	large	large	ADJ
fsr-4114	78	3	fraud	fraud	NOUN
fsr-4114	78	4	reports	report	NOUN
fsr-4114	78	5	have	have	VERB
fsr-4114	78	6	arrest	arrest	NOUN
fsr-4114	78	7	counts	count	NOUN
fsr-4114	78	8	that	that	PRON
fsr-4114	78	9	are	be	AUX
fsr-4114	78	10	a	a	DET
fsr-4114	78	11	compilation	compilation	NOUN
fsr-4114	78	12	of	of	ADP
fsr-4114	78	13	police	police	NOUN
fsr-4114	78	14	agency	agency	NOUN
fsr-4114	78	15	reports	report	VERB
fsr-4114	78	16	,	,	PUNCT
fsr-4114	78	17	and	and	CCONJ
fsr-4114	78	18	not	not	PART
fsr-4114	78	19	all	all	DET
fsr-4114	78	20	agencies	agency	NOUN
fsr-4114	78	21	submit	submit	VERB
fsr-4114	78	22	reports	report	NOUN
fsr-4114	78	23	consistently	consistently	ADV
fsr-4114	78	24	every	every	DET
fsr-4114	78	25	year	year	NOUN
fsr-4114	78	26	(	(	PUNCT
fsr-4114	78	27	anderson	anderson	PROPN
fsr-4114	78	28	,	,	PUNCT
fsr-4114	78	29	2014	2014	NUM
fsr-4114	78	30	)	)	PUNCT
fsr-4114	78	31	.	.	PUNCT
fsr-4114	79	1	following	follow	VERB
fsr-4114	79	2	anderson	anderson	PROPN
fsr-4114	79	3	(	(	PUNCT
fsr-4114	79	4	2014	2014	NUM
fsr-4114	79	5	)	)	PUNCT
fsr-4114	79	6	and	and	CCONJ
fsr-4114	79	7	fone	fone	NOUN
fsr-4114	79	8	et	et	PROPN
fsr-4114	79	9	al	al	PROPN
fsr-4114	79	10	.	.	PROPN
fsr-4114	80	1	(	(	PUNCT
fsr-4114	80	2	2023	2023	NUM
fsr-4114	80	3	)	)	PUNCT
fsr-4114	80	4	,	,	PUNCT
fsr-4114	80	5	we	we	PRON
fsr-4114	80	6	dropped	drop	VERB
fsr-4114	80	7	from	from	ADP
fsr-4114	80	8	the	the	DET
fsr-4114	80	9	primary	primary	ADJ
fsr-4114	80	10	analysis	analysis	NOUN
fsr-4114	80	11	msas	msa	NOUN
fsr-4114	80	12	that	that	PRON
fsr-4114	80	13	reported	report	VERB
fsr-4114	80	14	unusually	unusually	ADV
fsr-4114	80	15	high	high	ADJ
fsr-4114	80	16	fraud	fraud	NOUN
fsr-4114	80	17	arrests	arrest	NOUN
fsr-4114	80	18	defined	define	VERB
fsr-4114	80	19	as	as	ADP
fsr-4114	80	20	more	more	ADJ
fsr-4114	80	21	than	than	ADP
fsr-4114	80	22	two	two	NUM
fsr-4114	80	23	standard	standard	ADJ
fsr-4114	80	24	deviations	deviation	NOUN
fsr-4114	80	25	from	from	ADP
fsr-4114	80	26	the	the	DET
fsr-4114	80	27	mean.5	mean.5	PROPN
fsr-4114	80	28	as	as	ADP
fsr-4114	80	29	such	such	ADJ
fsr-4114	80	30	,	,	PUNCT
fsr-4114	80	31	we	we	PRON
fsr-4114	80	32	removed	remove	VERB
fsr-4114	80	33	377	377	NUM
fsr-4114	80	34	msas	msa	NOUN
fsr-4114	80	35	,	,	PUNCT
fsr-4114	80	36	providing	provide	VERB
fsr-4114	80	37	a	a	DET
fsr-4114	80	38	final	final	ADJ
fsr-4114	80	39	analytic	analytic	ADJ
fsr-4114	80	40	sample	sample	NOUN
fsr-4114	80	41	of	of	ADP
fsr-4114	80	42	5,322	5,322	NUM
fsr-4114	80	43	observations	observation	NOUN
fsr-4114	80	44	.	.	PUNCT
fsr-4114	81	1	of	of	ADP
fsr-4114	81	2	this	this	DET
fsr-4114	81	3	final	final	ADJ
fsr-4114	81	4	sample	sample	NOUN
fsr-4114	81	5	of	of	ADP
fsr-4114	81	6	5,322	5,322	NUM
fsr-4114	81	7	observations	observation	NOUN
fsr-4114	81	8	,	,	PUNCT
fsr-4114	81	9	399	399	NUM
fsr-4114	81	10	msas	msa	NOUN
fsr-4114	81	11	reported	report	VERB
fsr-4114	81	12	zero	zero	NUM
fsr-4114	81	13	fraud	fraud	NOUN
fsr-4114	81	14	arrests	arrest	NOUN
fsr-4114	81	15	during	during	ADP
fsr-4114	81	16	the	the	DET
fsr-4114	81	17	analysis	analysis	NOUN
fsr-4114	81	18	period	period	NOUN
fsr-4114	81	19	in	in	ADP
fsr-4114	81	20	a	a	DET
fsr-4114	81	21	given	give	VERB
fsr-4114	81	22	year	year	NOUN
fsr-4114	81	23	,	,	PUNCT
fsr-4114	81	24	with	with	ADP
fsr-4114	81	25	the	the	DET
fsr-4114	81	26	remaining	remain	VERB
fsr-4114	81	27	msas	msa	NOUN
fsr-4114	81	28	reporting	report	VERB
fsr-4114	81	29	arrests	arrest	NOUN
fsr-4114	81	30	above	above	ADP
fsr-4114	81	31	zero	zero	NUM
fsr-4114	81	32	.	.	PUNCT
fsr-4114	82	1	to	to	PART
fsr-4114	82	2	further	far	ADV
fsr-4114	82	3	safeguard	safeguard	VERB
fsr-4114	82	4	against	against	ADP
fsr-4114	82	5	this	this	DET
fsr-4114	82	6	issue	issue	NOUN
fsr-4114	82	7	,	,	PUNCT
fsr-4114	82	8	we	we	PRON
fsr-4114	82	9	control	control	VERB
fsr-4114	82	10	for	for	ADP
fsr-4114	82	11	the	the	DET
fsr-4114	82	12	number	number	NOUN
fsr-4114	82	13	of	of	ADP
fsr-4114	82	14	agencies	agency	NOUN
fsr-4114	82	15	reporting	report	VERB
fsr-4114	82	16	within	within	ADP
fsr-4114	82	17	an	an	DET
fsr-4114	82	18	msa	msa	NOUN
fsr-4114	82	19	for	for	ADP
fsr-4114	82	20	any	any	DET
fsr-4114	82	21	given	give	VERB
fsr-4114	82	22	year	year	NOUN
fsr-4114	82	23	.	.	PUNCT
fsr-4114	83	1	to	to	PART
fsr-4114	83	2	do	do	VERB
fsr-4114	83	3	that	that	PRON
fsr-4114	83	4	,	,	PUNCT
fsr-4114	83	5	we	we	PRON
fsr-4114	83	6	added	add	VERB
fsr-4114	83	7	a	a	DET
fsr-4114	83	8	specification	specification	NOUN
fsr-4114	83	9	that	that	PRON
fsr-4114	83	10	controls	control	VERB
fsr-4114	83	11	for	for	ADP
fsr-4114	83	12	the	the	DET
fsr-4114	83	13	number	number	NOUN
fsr-4114	83	14	5	5	NUM
fsr-4114	83	15	msas	msa	NOUN
fsr-4114	83	16	with	with	ADP
fsr-4114	83	17	fraud	fraud	NOUN
fsr-4114	83	18	arrest	arrest	NOUN
fsr-4114	83	19	rates	rate	NOUN
fsr-4114	83	20	more	more	ADJ
fsr-4114	83	21	than	than	ADP
fsr-4114	83	22	two	two	NUM
fsr-4114	83	23	standard	standard	ADJ
fsr-4114	83	24	deviations	deviation	NOUN
fsr-4114	83	25	above	above	ADP
fsr-4114	83	26	the	the	DET
fsr-4114	83	27	mean	mean	NOUN
fsr-4114	83	28	were	be	AUX
fsr-4114	83	29	excluded	exclude	VERB
fsr-4114	83	30	.	.	PUNCT
fsr-4114	84	1	these	these	DET
fsr-4114	84	2	msas	msa	NOUN
fsr-4114	84	3	tended	tend	VERB
fsr-4114	84	4	to	to	PART
fsr-4114	84	5	have	have	VERB
fsr-4114	84	6	smaller	small	ADJ
fsr-4114	84	7	populations	population	NOUN
fsr-4114	84	8	and	and	CCONJ
fsr-4114	84	9	more	more	ADV
fsr-4114	84	10	volatile	volatile	ADJ
fsr-4114	84	11	reporting	reporting	NOUN
fsr-4114	84	12	patterns	pattern	NOUN
fsr-4114	84	13	.	.	PUNCT
fsr-4114	85	1	6	6	NUM
fsr-4114	85	2	one	one	NUM
fsr-4114	85	3	possible	possible	ADJ
fsr-4114	85	4	explanation	explanation	NOUN
fsr-4114	85	5	is	be	AUX
fsr-4114	85	6	that	that	SCONJ
fsr-4114	85	7	craigslist	craigslist	NOUN
fsr-4114	85	8	’s	’s	PART
fsr-4114	85	9	introduction	introduction	NOUN
fsr-4114	85	10	shifted	shift	VERB
fsr-4114	85	11	local	local	ADJ
fsr-4114	85	12	fraud	fraud	NOUN
fsr-4114	85	13	patterns	pattern	NOUN
fsr-4114	85	14	by	by	ADP
fsr-4114	85	15	of	of	ADP
fsr-4114	85	16	agencies	agency	NOUN
fsr-4114	85	17	that	that	PRON
fsr-4114	85	18	report	report	VERB
fsr-4114	85	19	arrest	arrest	NOUN
fsr-4114	85	20	data	datum	NOUN
fsr-4114	85	21	(	(	PUNCT
fsr-4114	85	22	anderson	anderson	PROPN
fsr-4114	85	23	,	,	PUNCT
fsr-4114	85	24	2014	2014	NUM
fsr-4114	85	25	)	)	PUNCT
fsr-4114	85	26	and	and	CCONJ
fsr-4114	85	27	includes	include	VERB
fsr-4114	85	28	only	only	ADV
fsr-4114	85	29	those	those	DET
fsr-4114	85	30	msas	msa	NOUN
fsr-4114	85	31	with	with	ADP
fsr-4114	85	32	90	90	NUM
fsr-4114	85	33	%	%	NOUN
fsr-4114	85	34	coverage	coverage	NOUN
fsr-4114	85	35	or	or	CCONJ
fsr-4114	85	36	above	above	ADV
fsr-4114	85	37	that	that	PRON
fsr-4114	85	38	provided	provide	VERB
fsr-4114	85	39	a	a	DET
fsr-4114	85	40	sample	sample	NOUN
fsr-4114	85	41	of	of	ADP
fsr-4114	85	42	3,624	3,624	NUM
fsr-4114	85	43	observations	observation	NOUN
fsr-4114	85	44	.	.	PUNCT
fsr-4114	86	1	coverage	coverage	NOUN
fsr-4114	86	2	is	be	AUX
fsr-4114	86	3	the	the	DET
fsr-4114	86	4	percentage	percentage	NOUN
fsr-4114	86	5	of	of	ADP
fsr-4114	86	6	police	police	NOUN
fsr-4114	86	7	and	and	CCONJ
fsr-4114	86	8	other	other	ADJ
fsr-4114	86	9	enforcement	enforcement	NOUN
fsr-4114	86	10	agencies	agency	NOUN
fsr-4114	86	11	that	that	PRON
fsr-4114	86	12	reported	report	VERB
fsr-4114	86	13	arrests	arrest	NOUN
fsr-4114	86	14	.	.	PUNCT
fsr-4114	87	1	variables	variable	NOUN
fsr-4114	87	2	dependent	dependent	ADJ
fsr-4114	87	3	variable	variable	NOUN
fsr-4114	87	4	the	the	DET
fsr-4114	87	5	study	study	NOUN
fsr-4114	87	6	’s	’s	PART
fsr-4114	87	7	dependent	dependent	ADJ
fsr-4114	87	8	variable	variable	NOUN
fsr-4114	87	9	is	be	AUX
fsr-4114	87	10	fraud	fraud	NOUN
fsr-4114	87	11	arrests	arrest	NOUN
fsr-4114	87	12	per	per	ADP
fsr-4114	87	13	10,000	10,000	NUM
fsr-4114	87	14	people	people	NOUN
fsr-4114	87	15	in	in	ADP
fsr-4114	87	16	each	each	DET
fsr-4114	87	17	msa	msa	PROPN
fsr-4114	87	18	.	.	PUNCT
fsr-4114	88	1	ucr	ucr	PROPN
fsr-4114	88	2	data	data	PROPN
fsr-4114	88	3	defines	define	VERB
fsr-4114	88	4	fraud	fraud	NOUN
fsr-4114	88	5	as	as	ADP
fsr-4114	88	6	the	the	DET
fsr-4114	88	7	intentional	intentional	ADJ
fsr-4114	88	8	perversion	perversion	NOUN
fsr-4114	88	9	of	of	ADP
fsr-4114	88	10	the	the	DET
fsr-4114	88	11	truth	truth	NOUN
fsr-4114	88	12	to	to	PART
fsr-4114	88	13	induce	induce	VERB
fsr-4114	88	14	another	another	DET
fsr-4114	88	15	person	person	NOUN
fsr-4114	88	16	or	or	CCONJ
fsr-4114	88	17	other	other	ADJ
fsr-4114	88	18	entity	entity	NOUN
fsr-4114	88	19	in	in	ADP
fsr-4114	88	20	reliance	reliance	NOUN
fsr-4114	88	21	upon	upon	SCONJ
fsr-4114	88	22	it	it	PRON
fsr-4114	88	23	to	to	PART
fsr-4114	88	24	part	part	VERB
fsr-4114	88	25	with	with	ADP
fsr-4114	88	26	something	something	PRON
fsr-4114	88	27	of	of	ADP
fsr-4114	88	28	value	value	NOUN
fsr-4114	88	29	or	or	CCONJ
fsr-4114	88	30	to	to	PART
fsr-4114	88	31	surrender	surrender	VERB
fsr-4114	88	32	a	a	DET
fsr-4114	88	33	legal	legal	ADJ
fsr-4114	88	34	right	right	NOUN
fsr-4114	88	35	(	(	PUNCT
fsr-4114	88	36	federal	federal	ADJ
fsr-4114	88	37	bureau	bureau	NOUN
fsr-4114	88	38	of	of	ADP
fsr-4114	88	39	investigation	investigation	PROPN
fsr-4114	88	40	,	,	PUNCT
fsr-4114	88	41	2004	2004	NUM
fsr-4114	88	42	)	)	PUNCT
fsr-4114	88	43	.	.	PUNCT
fsr-4114	89	1	this	this	DET
fsr-4114	89	2	definition	definition	NOUN
fsr-4114	89	3	includes	include	VERB
fsr-4114	89	4	fraudulent	fraudulent	ADJ
fsr-4114	89	5	conversion	conversion	NOUN
fsr-4114	89	6	and	and	CCONJ
fsr-4114	89	7	obtaining	obtain	VERB
fsr-4114	89	8	money	money	NOUN
fsr-4114	89	9	or	or	CCONJ
fsr-4114	89	10	property	property	NOUN
fsr-4114	89	11	by	by	ADP
fsr-4114	89	12	false	false	ADJ
fsr-4114	89	13	pretenses	pretense	NOUN
fsr-4114	89	14	.	.	PUNCT
fsr-4114	90	1	confidence	confidence	NOUN
fsr-4114	90	2	games	game	NOUN
fsr-4114	90	3	and	and	CCONJ
fsr-4114	90	4	bad	bad	ADJ
fsr-4114	90	5	checks	check	NOUN
fsr-4114	90	6	,	,	PUNCT
fsr-4114	90	7	leaving	leave	VERB
fsr-4114	90	8	a	a	DET
fsr-4114	90	9	full	full	ADJ
fsr-4114	90	10	-	-	PUNCT
fsr-4114	90	11	service	service	NOUN
fsr-4114	90	12	gas	gas	NOUN
fsr-4114	90	13	station	station	NOUN
fsr-4114	90	14	without	without	ADP
fsr-4114	90	15	paying	pay	VERB
fsr-4114	90	16	,	,	PUNCT
fsr-4114	90	17	credit	credit	NOUN
fsr-4114	90	18	card	card	NOUN
fsr-4114	90	19	/	/	SYM
fsr-4114	90	20	automatic	automatic	ADJ
fsr-4114	90	21	teller	teller	NOUN
fsr-4114	90	22	machine	machine	NOUN
fsr-4114	90	23	fraud	fraud	NOUN
fsr-4114	90	24	,	,	PUNCT
fsr-4114	90	25	impersonation	impersonation	NOUN
fsr-4114	90	26	,	,	PUNCT
fsr-4114	90	27	welfare	welfare	NOUN
fsr-4114	90	28	fraud	fraud	NOUN
fsr-4114	90	29	,	,	PUNCT
fsr-4114	90	30	and	and	CCONJ
fsr-4114	90	31	wire	wire	NOUN
fsr-4114	90	32	fraud	fraud	NOUN
fsr-4114	90	33	were	be	AUX
fsr-4114	90	34	all	all	PRON
fsr-4114	90	35	included	include	VERB
fsr-4114	90	36	in	in	ADP
fsr-4114	90	37	this	this	DET
fsr-4114	90	38	definition	definition	NOUN
fsr-4114	90	39	of	of	ADP
fsr-4114	90	40	fraud	fraud	NOUN
fsr-4114	90	41	(	(	PUNCT
fsr-4114	90	42	federal	federal	ADJ
fsr-4114	90	43	bureau	bureau	NOUN
fsr-4114	90	44	of	of	ADP
fsr-4114	90	45	investigation	investigation	PROPN
fsr-4114	90	46	,	,	PUNCT
fsr-4114	90	47	2004	2004	NUM
fsr-4114	90	48	)	)	PUNCT
fsr-4114	90	49	.	.	PUNCT
fsr-4114	91	1	forgery	forgery	NOUN
fsr-4114	91	2	and	and	CCONJ
fsr-4114	91	3	counterfeiting	counterfeiting	NOUN
fsr-4114	91	4	are	be	AUX
fsr-4114	91	5	excluded	exclude	VERB
fsr-4114	91	6	from	from	ADP
fsr-4114	91	7	this	this	DET
fsr-4114	91	8	variable	variable	NOUN
fsr-4114	91	9	.	.	PUNCT
fsr-4114	92	1	while	while	SCONJ
fsr-4114	92	2	this	this	DET
fsr-4114	92	3	definition	definition	NOUN
fsr-4114	92	4	includes	include	VERB
fsr-4114	92	5	many	many	ADJ
fsr-4114	92	6	types	type	NOUN
fsr-4114	92	7	of	of	ADP
fsr-4114	92	8	consumer	consumer	NOUN
fsr-4114	92	9	fraud	fraud	NOUN
fsr-4114	92	10	,	,	PUNCT
fsr-4114	92	11	such	such	ADJ
fsr-4114	92	12	as	as	ADP
fsr-4114	92	13	wire	wire	NOUN
fsr-4114	92	14	fraud	fraud	NOUN
fsr-4114	92	15	,	,	PUNCT
fsr-4114	92	16	impersonation	impersonation	NOUN
fsr-4114	92	17	and	and	CCONJ
fsr-4114	92	18	false	false	ADJ
fsr-4114	92	19	pretenses	pretense	NOUN
fsr-4114	92	20	,	,	PUNCT
fsr-4114	92	21	we	we	PRON
fsr-4114	92	22	note	note	VERB
fsr-4114	92	23	that	that	SCONJ
fsr-4114	92	24	some	some	DET
fsr-4114	92	25	broader	broad	ADJ
fsr-4114	92	26	categories	category	NOUN
fsr-4114	92	27	are	be	AUX
fsr-4114	92	28	also	also	ADV
fsr-4114	92	29	included	include	VERB
fsr-4114	92	30	.	.	PUNCT
fsr-4114	93	1	the	the	DET
fsr-4114	93	2	ucr	ucr	PROPN
fsr-4114	93	3	data	data	PROPN
fsr-4114	93	4	does	do	AUX
fsr-4114	93	5	not	not	PART
fsr-4114	93	6	allow	allow	VERB
fsr-4114	93	7	us	we	PRON
fsr-4114	93	8	to	to	PART
fsr-4114	93	9	isolate	isolate	VERB
fsr-4114	93	10	only	only	ADV
fsr-4114	93	11	consumer	consumer	NOUN
fsr-4114	93	12	fraud	fraud	NOUN
fsr-4114	93	13	,	,	PUNCT
fsr-4114	93	14	which	which	PRON
fsr-4114	93	15	we	we	PRON
fsr-4114	93	16	acknowledge	acknowledge	VERB
fsr-4114	93	17	as	as	ADP
fsr-4114	93	18	a	a	DET
fsr-4114	93	19	limitation	limitation	NOUN
fsr-4114	93	20	in	in	ADP
fsr-4114	93	21	interpreting	interpret	VERB
fsr-4114	93	22	results.6	results.6	PROPN
fsr-4114	93	23	independent	independent	ADJ
fsr-4114	93	24	variable	variable	NOUN
fsr-4114	93	25	the	the	DET
fsr-4114	93	26	primary	primary	ADJ
fsr-4114	93	27	predictor	predictor	NOUN
fsr-4114	93	28	variable	variable	NOUN
fsr-4114	93	29	is	be	AUX
fsr-4114	93	30	a	a	DET
fsr-4114	93	31	binary	binary	ADJ
fsr-4114	93	32	variable	variable	NOUN
fsr-4114	93	33	of	of	ADP
fsr-4114	93	34	whether	whether	SCONJ
fsr-4114	93	35	or	or	CCONJ
fsr-4114	93	36	not	not	PART
fsr-4114	93	37	craigslist	craigslist	NOUN
fsr-4114	93	38	was	be	AUX
fsr-4114	93	39	available	available	ADJ
fsr-4114	93	40	in	in	ADP
fsr-4114	93	41	the	the	DET
fsr-4114	93	42	metropolitan	metropolitan	ADJ
fsr-4114	93	43	statistical	statistical	ADJ
fsr-4114	93	44	area	area	NOUN
fsr-4114	93	45	(	(	PUNCT
fsr-4114	93	46	msa	msa	PROPN
fsr-4114	93	47	)	)	PUNCT
fsr-4114	93	48	in	in	ADP
fsr-4114	93	49	a	a	DET
fsr-4114	93	50	given	give	VERB
fsr-4114	93	51	period	period	NOUN
fsr-4114	93	52	.	.	PUNCT
fsr-4114	94	1	the	the	DET
fsr-4114	94	2	craigslist	craigslist	NOUN
fsr-4114	94	3	variable	variable	NOUN
fsr-4114	94	4	is	be	AUX
fsr-4114	94	5	constructed	construct	VERB
fsr-4114	94	6	as	as	ADP
fsr-4114	94	7	a	a	DET
fsr-4114	94	8	binary	binary	ADJ
fsr-4114	94	9	variable	variable	NOUN
fsr-4114	94	10	coded	code	VERB
fsr-4114	94	11	as	as	ADP
fsr-4114	94	12	0	0	NUM
fsr-4114	94	13	if	if	SCONJ
fsr-4114	94	14	craigslist	craigslist	NOUN
fsr-4114	94	15	was	be	AUX
fsr-4114	94	16	not	not	PART
fsr-4114	94	17	available	available	ADJ
fsr-4114	94	18	and	and	CCONJ
fsr-4114	94	19	coded	code	VERB
fsr-4114	94	20	as	as	ADP
fsr-4114	94	21	1	1	NUM
fsr-4114	94	22	if	if	SCONJ
fsr-4114	94	23	craigslist	craigslist	NOUN
fsr-4114	94	24	was	be	AUX
fsr-4114	94	25	available	available	ADJ
fsr-4114	94	26	in	in	ADP
fsr-4114	94	27	that	that	DET
fsr-4114	94	28	msa	msa	PROPN
fsr-4114	94	29	for	for	ADP
fsr-4114	94	30	each	each	DET
fsr-4114	94	31	year	year	NOUN
fsr-4114	94	32	during	during	ADP
fsr-4114	94	33	the	the	DET
fsr-4114	94	34	analysis	analysis	NOUN
fsr-4114	94	35	period	period	NOUN
fsr-4114	94	36	.	.	PUNCT
fsr-4114	95	1	control	control	NOUN
fsr-4114	95	2	variables	variable	NOUN
fsr-4114	95	3	influencing	influence	VERB
fsr-4114	95	4	enforcement	enforcement	NOUN
fsr-4114	95	5	focus	focus	NOUN
fsr-4114	95	6	or	or	CCONJ
fsr-4114	95	7	offender	offender	NOUN
fsr-4114	95	8	tactics	tactic	NOUN
fsr-4114	95	9	.	.	PUNCT
fsr-4114	96	1	for	for	ADP
fsr-4114	96	2	example	example	NOUN
fsr-4114	96	3	,	,	PUNCT
fsr-4114	96	4	fraudsters	fraudster	NOUN
fsr-4114	96	5	may	may	AUX
fsr-4114	96	6	have	have	AUX
fsr-4114	96	7	moved	move	VERB
fsr-4114	96	8	away	away	ADV
fsr-4114	96	9	from	from	ADP
fsr-4114	96	10	traditional	traditional	ADJ
fsr-4114	96	11	schemes	scheme	NOUN
fsr-4114	96	12	(	(	PUNCT
fsr-4114	96	13	e.g.	e.g.	ADV
fsr-4114	96	14	,	,	PUNCT
fsr-4114	96	15	bad	bad	ADJ
fsr-4114	96	16	checks	check	NOUN
fsr-4114	96	17	or	or	CCONJ
fsr-4114	96	18	benefit	benefit	NOUN
fsr-4114	96	19	fraud	fraud	NOUN
fsr-4114	96	20	)	)	PUNCT
fsr-4114	96	21	toward	toward	ADP
fsr-4114	96	22	online	online	ADJ
fsr-4114	96	23	impersonation	impersonation	NOUN
fsr-4114	96	24	or	or	CCONJ
fsr-4114	96	25	listing	list	VERB
fsr-4114	96	26	scams	scam	NOUN
fsr-4114	96	27	,	,	PUNCT
fsr-4114	96	28	which	which	PRON
fsr-4114	96	29	could	could	AUX
fsr-4114	96	30	still	still	ADV
fsr-4114	96	31	affect	affect	VERB
fsr-4114	96	32	the	the	DET
fsr-4114	96	33	overall	overall	ADJ
fsr-4114	96	34	fraud	fraud	NOUN
fsr-4114	96	35	arrest	arrest	NOUN
fsr-4114	96	36	rate	rate	NOUN
fsr-4114	96	37	.	.	PUNCT
fsr-4114	97	1	antonoudi	antonoudi	PROPN
fsr-4114	97	2	et	et	PROPN
fsr-4114	97	3	al	al	PROPN
fsr-4114	97	4	.	.	PROPN
fsr-4114	97	5	125	125	NUM
fsr-4114	97	6	after	after	ADP
fsr-4114	97	7	aggregating	aggregate	VERB
fsr-4114	97	8	available	available	ADJ
fsr-4114	97	9	individual	individual	ADJ
fsr-4114	97	10	and	and	CCONJ
fsr-4114	97	11	household	household	NOUN
fsr-4114	97	12	-	-	PUNCT
fsr-4114	97	13	level	level	NOUN
fsr-4114	97	14	data	datum	NOUN
fsr-4114	97	15	,	,	PUNCT
fsr-4114	97	16	we	we	PRON
fsr-4114	97	17	measured	measure	VERB
fsr-4114	97	18	control	control	NOUN
fsr-4114	97	19	variables	variable	NOUN
fsr-4114	97	20	at	at	ADP
fsr-4114	97	21	the	the	DET
fsr-4114	97	22	msa	msa	PROPN
fsr-4114	97	23	level	level	NOUN
fsr-4114	97	24	.	.	PUNCT
fsr-4114	98	1	control	control	NOUN
fsr-4114	98	2	variables	variable	NOUN
fsr-4114	98	3	included	include	VERB
fsr-4114	98	4	household	household	NOUN
fsr-4114	98	5	median	median	ADJ
fsr-4114	98	6	income	income	NOUN
fsr-4114	98	7	,	,	PUNCT
fsr-4114	98	8	poverty	poverty	NOUN
fsr-4114	98	9	rate	rate	NOUN
fsr-4114	98	10	,	,	PUNCT
fsr-4114	98	11	and	and	CCONJ
fsr-4114	98	12	racial	racial	ADJ
fsr-4114	98	13	composition	composition	NOUN
fsr-4114	98	14	at	at	ADP
fsr-4114	98	15	the	the	DET
fsr-4114	98	16	respondent	respondent	ADJ
fsr-4114	98	17	level	level	NOUN
fsr-4114	98	18	.	.	PUNCT
fsr-4114	99	1	in	in	ADP
fsr-4114	99	2	addition	addition	NOUN
fsr-4114	99	3	,	,	PUNCT
fsr-4114	99	4	we	we	PRON
fsr-4114	99	5	aggregated	aggregate	VERB
fsr-4114	99	6	the	the	DET
fsr-4114	99	7	msa	msa	PROPN
fsr-4114	99	8	-	-	PUNCT
fsr-4114	99	9	level	level	NOUN
fsr-4114	99	10	employment	employment	NOUN
fsr-4114	99	11	status	status	NOUN
fsr-4114	99	12	and	and	CCONJ
fsr-4114	99	13	education	education	NOUN
fsr-4114	99	14	status	status	NOUN
fsr-4114	99	15	collected	collect	VERB
fsr-4114	99	16	at	at	ADP
fsr-4114	99	17	the	the	DET
fsr-4114	99	18	respondents	respondent	NOUN
fsr-4114	99	19	'	'	PART
fsr-4114	99	20	level	level	NOUN
fsr-4114	99	21	;	;	PUNCT
fsr-4114	99	22	a	a	DET
fsr-4114	99	23	summary	summary	NOUN
fsr-4114	99	24	of	of	ADP
fsr-4114	99	25	all	all	DET
fsr-4114	99	26	variables	variable	NOUN
fsr-4114	99	27	,	,	PUNCT
fsr-4114	99	28	their	their	PRON
fsr-4114	99	29	definitions	definition	NOUN
fsr-4114	99	30	,	,	PUNCT
fsr-4114	99	31	and	and	CCONJ
fsr-4114	99	32	data	datum	NOUN
fsr-4114	99	33	sources	source	NOUN
fsr-4114	99	34	is	be	AUX
fsr-4114	99	35	provided	provide	VERB
fsr-4114	99	36	in	in	ADP
fsr-4114	99	37	appendix	appendix	ADJ
fsr-4114	99	38	table	table	NOUN
fsr-4114	99	39	a.	a.	NOUN
fsr-4114	99	40	statistical	statistical	ADJ
fsr-4114	99	41	analyses	analyse	VERB
fsr-4114	99	42	a	a	DET
fsr-4114	99	43	difference	difference	NOUN
fsr-4114	99	44	-	-	PUNCT
fsr-4114	99	45	in	in	ADP
fsr-4114	99	46	-	-	PUNCT
fsr-4114	99	47	differences	difference	NOUN
fsr-4114	99	48	(	(	PUNCT
fsr-4114	99	49	did	do	AUX
fsr-4114	99	50	)	)	PUNCT
fsr-4114	99	51	approach	approach	NOUN
fsr-4114	99	52	compares	compare	VERB
fsr-4114	99	53	the	the	DET
fsr-4114	99	54	change	change	NOUN
fsr-4114	99	55	in	in	ADP
fsr-4114	99	56	fraud	fraud	NOUN
fsr-4114	99	57	arrests	arrest	NOUN
fsr-4114	99	58	over	over	ADP
fsr-4114	99	59	time	time	NOUN
fsr-4114	99	60	between	between	ADP
fsr-4114	99	61	msas	msa	NOUN
fsr-4114	99	62	that	that	PRON
fsr-4114	99	63	adopted	adopt	VERB
fsr-4114	99	64	craigslist	craigslist	NOUN
fsr-4114	99	65	and	and	CCONJ
fsr-4114	99	66	those	those	PRON
fsr-4114	99	67	that	that	PRON
fsr-4114	99	68	did	do	VERB
fsr-4114	99	69	not	not	PART
fsr-4114	99	70	.	.	PUNCT
fsr-4114	100	1	this	this	DET
fsr-4114	100	2	statistical	statistical	ADJ
fsr-4114	100	3	method	method	NOUN
fsr-4114	100	4	allows	allow	VERB
fsr-4114	100	5	us	we	PRON
fsr-4114	100	6	to	to	PART
fsr-4114	100	7	isolate	isolate	VERB
fsr-4114	100	8	the	the	DET
fsr-4114	100	9	effect	effect	NOUN
fsr-4114	100	10	of	of	ADP
fsr-4114	100	11	craigslist	craigslist	NOUN
fsr-4114	100	12	's	's	PART
fsr-4114	100	13	introduction	introduction	NOUN
fsr-4114	100	14	by	by	ADP
fsr-4114	100	15	controlling	control	VERB
fsr-4114	100	16	for	for	ADP
fsr-4114	100	17	broader	broad	ADJ
fsr-4114	100	18	time	time	NOUN
fsr-4114	100	19	trends	trend	NOUN
fsr-4114	100	20	and	and	CCONJ
fsr-4114	100	21	regional	regional	ADJ
fsr-4114	100	22	fixed	fix	VERB
fsr-4114	100	23	characteristics	characteristic	NOUN
fsr-4114	100	24	.	.	PUNCT
fsr-4114	101	1	equation	equation	NOUN
fsr-4114	101	2	the	the	DET
fsr-4114	101	3	empirical	empirical	ADJ
fsr-4114	101	4	model	model	NOUN
fsr-4114	101	5	is	be	AUX
fsr-4114	101	6	specified	specify	VERB
fsr-4114	101	7	as	as	ADP
fsr-4114	101	8	equation	equation	NOUN
fsr-4114	101	9	(	(	PUNCT
fsr-4114	101	10	1	1	NUM
fsr-4114	101	11	)	)	PUNCT
fsr-4114	101	12	below	below	ADV
fsr-4114	101	13	.	.	PUNCT
fsr-4114	102	1	ym	ym	PROPN
fsr-4114	102	2	,	,	PUNCT
fsr-4114	102	3	t	t	PROPN
fsr-4114	102	4	=	=	SYM
fsr-4114	102	5	β0	β0	PROPN
fsr-4114	102	6	+	+	CCONJ
fsr-4114	102	7	β1craigslistm	β1craigslistm	PROPN
fsr-4114	102	8	*	*	PUNCT
fsr-4114	102	9	time	time	NOUN
fsr-4114	102	10	t	t	NOUN
fsr-4114	102	11	+	+	NUM
fsr-4114	102	12	β2xt	β2xt	PUNCT
fsr-4114	103	1	+	+	CCONJ
fsr-4114	103	2	ym	ym	PRON
fsr-4114	104	1	+	+	CCONJ
fsr-4114	104	2	nt	not	PART
fsr-4114	104	3	+	+	CCONJ
fsr-4114	104	4	ε	ε	PROPN
fsr-4114	104	5	,	,	PUNCT
fsr-4114	104	6	m	m	PROPN
fsr-4114	104	7	,	,	PUNCT
fsr-4114	104	8	t	t	PROPN
fsr-4114	104	9	where	where	SCONJ
fsr-4114	104	10	ym	ym	PROPN
fsr-4114	104	11	,	,	PUNCT
fsr-4114	104	12	t	t	PROPN
fsr-4114	104	13	represents	represent	VERB
fsr-4114	104	14	fraud/10,000	fraud/10,000	ADJ
fsr-4114	104	15	people	people	NOUN
fsr-4114	104	16	and	and	CCONJ
fsr-4114	104	17	the	the	DET
fsr-4114	104	18	subscript	subscript	NOUN
fsr-4114	104	19	m	m	VERB
fsr-4114	104	20	is	be	AUX
fsr-4114	104	21	the	the	DET
fsr-4114	104	22	msa	msa	PROPN
fsr-4114	104	23	with	with	ADP
fsr-4114	104	24	t	t	PROPN
fsr-4114	104	25	representing	represent	VERB
fsr-4114	104	26	the	the	DET
fsr-4114	104	27	year	year	NOUN
fsr-4114	104	28	.	.	PUNCT
fsr-4114	105	1	the	the	DET
fsr-4114	105	2	parameter	parameter	NOUN
fsr-4114	105	3	β0	β0	PROPN
fsr-4114	105	4	is	be	AUX
fsr-4114	105	5	the	the	DET
fsr-4114	105	6	intercept	intercept	NOUN
fsr-4114	105	7	and	and	CCONJ
fsr-4114	105	8	β1	β1	PROPN
fsr-4114	105	9	is	be	AUX
fsr-4114	105	10	the	the	DET
fsr-4114	105	11	coefficient	coefficient	NOUN
fsr-4114	105	12	for	for	ADP
fsr-4114	105	13	the	the	DET
fsr-4114	105	14	craigslist	craigslist	NOUN
fsr-4114	105	15	dummy	dummy	ADJ
fsr-4114	105	16	variable	variable	NOUN
fsr-4114	105	17	.	.	PUNCT
fsr-4114	106	1	the	the	DET
fsr-4114	106	2	coefficient	coefficient	NOUN
fsr-4114	106	3	y	y	PROPN
fsr-4114	106	4	is	be	AUX
fsr-4114	106	5	the	the	DET
fsr-4114	106	6	msa	msa	PROPN
fsr-4114	106	7	fixed	fix	VERB
fsr-4114	106	8	effects	effect	NOUN
fsr-4114	106	9	and	and	CCONJ
fsr-4114	106	10	n	n	PRON
fsr-4114	106	11	is	be	AUX
fsr-4114	106	12	the	the	DET
fsr-4114	106	13	period	period	NOUN
fsr-4114	106	14	fixed	fix	VERB
fsr-4114	106	15	effects	effect	NOUN
fsr-4114	106	16	.	.	PUNCT
fsr-4114	107	1	finally	finally	ADV
fsr-4114	107	2	,	,	PUNCT
fsr-4114	107	3	ε	ε	PROPN
fsr-4114	107	4	,	,	PUNCT
fsr-4114	107	5	m	m	PROPN
fsr-4114	107	6	,	,	PUNCT
fsr-4114	107	7	t	t	PROPN
fsr-4114	107	8	is	be	AUX
fsr-4114	107	9	the	the	DET
fsr-4114	107	10	error	error	NOUN
fsr-4114	107	11	term	term	NOUN
fsr-4114	107	12	.	.	PUNCT
fsr-4114	108	1	the	the	DET
fsr-4114	108	2	key	key	ADJ
fsr-4114	108	3	terms	term	NOUN
fsr-4114	108	4	in	in	ADP
fsr-4114	108	5	our	our	PRON
fsr-4114	108	6	model	model	NOUN
fsr-4114	108	7	are	be	AUX
fsr-4114	108	8	explained	explain	VERB
fsr-4114	108	9	in	in	ADP
fsr-4114	108	10	table	table	NOUN
fsr-4114	108	11	1	1	NUM
fsr-4114	108	12	below	below	ADV
fsr-4114	108	13	.	.	PUNCT
fsr-4114	109	1	table	table	NOUN
fsr-4114	109	2	1	1	NUM
fsr-4114	109	3	.	.	PUNCT
fsr-4114	110	1	explanation	explanation	NOUN
fsr-4114	110	2	of	of	ADP
fsr-4114	110	3	terms	term	NOUN
fsr-4114	110	4	used	use	VERB
fsr-4114	110	5	in	in	ADP
fsr-4114	110	6	the	the	DET
fsr-4114	110	7	difference	difference	NOUN
fsr-4114	110	8	-	-	PUNCT
fsr-4114	110	9	in	in	ADP
fsr-4114	110	10	-	-	PUNCT
fsr-4114	110	11	differences	difference	NOUN
fsr-4114	110	12	(	(	PUNCT
fsr-4114	110	13	did	do	AUX
fsr-4114	110	14	)	)	PUNCT
fsr-4114	110	15	model	model	NOUN
fsr-4114	110	16	term	term	NOUN
fsr-4114	110	17	or	or	CCONJ
fsr-4114	110	18	symbol	symbol	NOUN
fsr-4114	110	19	description	description	NOUN
fsr-4114	110	20	how	how	SCONJ
fsr-4114	110	21	it	it	PRON
fsr-4114	110	22	is	be	AUX
fsr-4114	110	23	measured	measure	VERB
fsr-4114	110	24	or	or	CCONJ
fsr-4114	110	25	applied	apply	VERB
fsr-4114	110	26	y	y	PROPN
fsr-4114	110	27	(	(	PUNCT
fsr-4114	110	28	m	m	PROPN
fsr-4114	110	29	,	,	PUNCT
fsr-4114	110	30	t	t	PROPN
fsr-4114	110	31	)	)	PUNCT
fsr-4114	110	32	dependent	dependent	ADJ
fsr-4114	110	33	variable	variable	NOUN
fsr-4114	110	34	:	:	PUNCT
fsr-4114	110	35	fraud	fraud	NOUN
fsr-4114	110	36	arrests	arrest	NOUN
fsr-4114	110	37	per	per	ADP
fsr-4114	110	38	10,000	10,000	NUM
fsr-4114	110	39	people	people	NOUN
fsr-4114	110	40	in	in	ADP
fsr-4114	110	41	msa	msa	PROPN
fsr-4114	110	42	m	m	PROPN
fsr-4114	110	43	at	at	ADP
fsr-4114	110	44	time	time	NOUN
fsr-4114	110	45	t	t	PROPN
fsr-4114	110	46	calculated	calculate	VERB
fsr-4114	110	47	from	from	ADP
fsr-4114	110	48	ucr	ucr	PROPN
fsr-4114	110	49	data	data	PROPN
fsr-4114	110	50	,	,	PUNCT
fsr-4114	110	51	adjusted	adjust	VERB
fsr-4114	110	52	by	by	ADP
fsr-4114	110	53	msa	msa	PROPN
fsr-4114	110	54	population	population	PROPN
fsr-4114	110	55	β₀	β₀	PROPN
fsr-4114	110	56	intercept	intercept	NOUN
fsr-4114	110	57	constant	constant	ADJ
fsr-4114	110	58	term	term	NOUN
fsr-4114	110	59	in	in	ADP
fsr-4114	110	60	the	the	DET
fsr-4114	110	61	model	model	NOUN
fsr-4114	110	62	craigslist	craigslist	NOUN
fsr-4114	110	63	(	(	PUNCT
fsr-4114	110	64	m	m	NOUN
fsr-4114	110	65	)	)	PUNCT
fsr-4114	110	66	×	×	NOUN
fsr-4114	110	67	time	time	NOUN
fsr-4114	110	68	(	(	PUNCT
fsr-4114	110	69	t	t	NOUN
fsr-4114	110	70	)	)	PUNCT
fsr-4114	110	71	interaction	interaction	NOUN
fsr-4114	110	72	term	term	NOUN
fsr-4114	110	73	:	:	PUNCT
fsr-4114	110	74	treatment	treatment	NOUN
fsr-4114	110	75	effect	effect	NOUN
fsr-4114	110	76	(	(	PUNCT
fsr-4114	110	77	did	do	AUX
fsr-4114	110	78	estimator	estimator	NOUN
fsr-4114	110	79	)	)	PUNCT
fsr-4114	110	80	binary	binary	NOUN
fsr-4114	110	81	=	=	SYM
fsr-4114	110	82	1	1	NUM
fsr-4114	110	83	if	if	SCONJ
fsr-4114	110	84	craigslist	craigslist	NOUN
fsr-4114	110	85	is	be	AUX
fsr-4114	110	86	present	present	ADJ
fsr-4114	110	87	in	in	ADP
fsr-4114	110	88	msa	msa	PROPN
fsr-4114	110	89	m	m	VERB
fsr-4114	110	90	during	during	ADP
fsr-4114	110	91	year	year	NOUN
fsr-4114	110	92	t	t	PROPN
fsr-4114	110	93	;	;	PUNCT
fsr-4114	110	94	0	0	NUM
fsr-4114	110	95	otherwise	otherwise	ADV
fsr-4114	110	96	β₁	β₁	ADJ
fsr-4114	110	97	coefficient	coefficient	NOUN
fsr-4114	110	98	of	of	ADP
fsr-4114	110	99	interest	interest	NOUN
fsr-4114	110	100	(	(	PUNCT
fsr-4114	110	101	treatment	treatment	NOUN
fsr-4114	110	102	effect	effect	NOUN
fsr-4114	110	103	)	)	PUNCT
fsr-4114	110	104	measures	measure	NOUN
fsr-4114	110	105	craigslist	craigslist	NOUN
fsr-4114	110	106	's	's	PART
fsr-4114	110	107	effect	effect	NOUN
fsr-4114	110	108	on	on	ADP
fsr-4114	110	109	fraud	fraud	NOUN
fsr-4114	110	110	arrests	arrest	NOUN
fsr-4114	110	111	x	x	SYM
fsr-4114	110	112	(	(	PUNCT
fsr-4114	110	113	t	t	NOUN
fsr-4114	110	114	)	)	PUNCT
fsr-4114	110	115	control	control	NOUN
fsr-4114	110	116	variables	variables	PROPN
fsr-4114	110	117	income	income	NOUN
fsr-4114	110	118	,	,	PUNCT
fsr-4114	110	119	unemployment	unemployment	NOUN
fsr-4114	110	120	,	,	PUNCT
fsr-4114	110	121	education	education	NOUN
fsr-4114	110	122	,	,	PUNCT
fsr-4114	110	123	race	race	NOUN
fsr-4114	110	124	;	;	PUNCT
fsr-4114	110	125	aggregated	aggregate	VERB
fsr-4114	110	126	to	to	ADP
fsr-4114	110	127	msa	msa	PROPN
fsr-4114	110	128	level	level	NOUN
fsr-4114	110	129	β₂	β₂	NOUN
fsr-4114	110	130	coefficients	coefficient	NOUN
fsr-4114	110	131	on	on	ADP
fsr-4114	110	132	control	control	NOUN
fsr-4114	110	133	variables	variable	NOUN
fsr-4114	110	134	estimated	estimate	VERB
fsr-4114	110	135	effects	effect	NOUN
fsr-4114	110	136	of	of	ADP
fsr-4114	110	137	each	each	DET
fsr-4114	110	138	covariate	covariate	ADJ
fsr-4114	110	139	msa	msa	PROPN
fsr-4114	110	140	fixed	fix	VERB
fsr-4114	110	141	effects	effect	NOUN
fsr-4114	110	142	(	(	PUNCT
fsr-4114	110	143	yₘ	yₘ	NOUN
fsr-4114	110	144	)	)	PUNCT
fsr-4114	110	145	controls	control	NOUN
fsr-4114	110	146	for	for	ADP
fsr-4114	110	147	time	time	NOUN
fsr-4114	110	148	-	-	PUNCT
fsr-4114	110	149	invariant	invariant	ADJ
fsr-4114	110	150	msa	msa	PROPN
fsr-4114	110	151	characteristics	characteristic	NOUN
fsr-4114	110	152	e.g.	e.g.	ADV
fsr-4114	110	153	,	,	PUNCT
fsr-4114	110	154	local	local	ADJ
fsr-4114	110	155	policy	policy	NOUN
fsr-4114	110	156	or	or	CCONJ
fsr-4114	110	157	geography	geography	NOUN
fsr-4114	110	158	that	that	PRON
fsr-4114	110	159	does	do	AUX
fsr-4114	110	160	not	not	PART
fsr-4114	110	161	vary	vary	VERB
fsr-4114	110	162	over	over	ADP
fsr-4114	110	163	time	time	NOUN
fsr-4114	110	164	year	year	NOUN
fsr-4114	110	165	fixed	fix	VERB
fsr-4114	110	166	effects	effect	NOUN
fsr-4114	110	167	(	(	PUNCT
fsr-4114	110	168	nₜ	nₜ	NOUN
fsr-4114	110	169	)	)	PUNCT
fsr-4114	110	170	controls	control	NOUN
fsr-4114	110	171	for	for	ADP
fsr-4114	110	172	time	time	NOUN
fsr-4114	110	173	-	-	PUNCT
fsr-4114	110	174	specific	specific	ADJ
fsr-4114	110	175	shocks	shock	NOUN
fsr-4114	110	176	national	national	ADJ
fsr-4114	110	177	events	event	NOUN
fsr-4114	110	178	or	or	CCONJ
fsr-4114	110	179	economic	economic	ADJ
fsr-4114	110	180	conditions	condition	NOUN
fsr-4114	110	181	in	in	ADP
fsr-4114	110	182	year	year	NOUN
fsr-4114	110	183	t	t	NOUN
fsr-4114	110	184	error	error	NOUN
fsr-4114	110	185	term	term	NOUN
fsr-4114	110	186	(	(	PUNCT
fsr-4114	110	187	ε	ε	PROPN
fsr-4114	110	188	m	m	PROPN
fsr-4114	110	189	,	,	PUNCT
fsr-4114	110	190	t	t	PROPN
fsr-4114	110	191	)	)	PUNCT
fsr-4114	110	192	random	random	ADJ
fsr-4114	110	193	error	error	NOUN
fsr-4114	110	194	unobserved	unobserved	ADJ
fsr-4114	110	195	factors	factor	NOUN
fsr-4114	110	196	not	not	PART
fsr-4114	110	197	captured	capture	VERB
fsr-4114	110	198	in	in	ADP
fsr-4114	110	199	the	the	DET
fsr-4114	110	200	model	model	NOUN
fsr-4114	110	201	note	note	NOUN
fsr-4114	110	202	.	.	PUNCT
fsr-4114	111	1	the	the	DET
fsr-4114	111	2	did	did	ADJ
fsr-4114	111	3	estimate	estimate	NOUN
fsr-4114	111	4	reflects	reflect	VERB
fsr-4114	111	5	:	:	PUNCT
fsr-4114	111	6	(	(	PUNCT
fsr-4114	111	7	post	post	ADJ
fsr-4114	111	8	-	-	ADJ
fsr-4114	111	9	treatment	treatment	ADJ
fsr-4114	111	10	−	−	NOUN
fsr-4114	111	11	pre	pre	NOUN
fsr-4114	111	12	-	-	NOUN
fsr-4114	111	13	treatment	treatment	NOUN
fsr-4114	111	14	in	in	ADP
fsr-4114	111	15	treated	treat	VERB
fsr-4114	111	16	msas	msa	NOUN
fsr-4114	111	17	)	)	PUNCT
fsr-4114	112	1	−	−	PROPN
fsr-4114	112	2	(	(	PUNCT
fsr-4114	112	3	post	post	ADJ
fsr-4114	112	4	-	-	ADJ
fsr-4114	112	5	treatment	treatment	ADJ
fsr-4114	112	6	−	−	NOUN
fsr-4114	112	7	pre	pre	NOUN
fsr-4114	112	8	-	-	NOUN
fsr-4114	112	9	treatment	treatment	NOUN
fsr-4114	112	10	in	in	ADP
fsr-4114	112	11	control	control	NOUN
fsr-4114	112	12	msas	msa	NOUN
fsr-4114	112	13	)	)	PUNCT
fsr-4114	112	14	.	.	PUNCT
fsr-4114	113	1	this	this	DET
fsr-4114	113	2	structure	structure	NOUN
fsr-4114	113	3	helps	helps	AUX
fsr-4114	113	4	isolate	isolate	VERB
fsr-4114	113	5	the	the	DET
fsr-4114	113	6	effect	effect	NOUN
fsr-4114	113	7	of	of	ADP
fsr-4114	113	8	craigslist	craigslist	NOUN
fsr-4114	113	9	from	from	ADP
fsr-4114	113	10	confounding	confound	VERB
fsr-4114	113	11	time	time	NOUN
fsr-4114	113	12	and	and	CCONJ
fsr-4114	113	13	regional	regional	ADJ
fsr-4114	113	14	factors	factor	NOUN
fsr-4114	113	15	.	.	PUNCT
fsr-4114	114	1	we	we	PRON
fsr-4114	114	2	used	use	VERB
fsr-4114	114	3	differences	difference	NOUN
fsr-4114	114	4	-	-	PUNCT
fsr-4114	114	5	in	in	ADP
fsr-4114	114	6	-	-	PUNCT
fsr-4114	114	7	differences	difference	NOUN
fsr-4114	114	8	models	model	NOUN
fsr-4114	114	9	(	(	PUNCT
fsr-4114	114	10	did	do	AUX
fsr-4114	114	11	)	)	PUNCT
fsr-4114	114	12	to	to	PART
fsr-4114	114	13	examine	examine	VERB
fsr-4114	114	14	associations	association	NOUN
fsr-4114	114	15	between	between	ADP
fsr-4114	114	16	the	the	DET
fsr-4114	114	17	ucr	ucr	PROPN
fsr-4114	114	18	and	and	CCONJ
fsr-4114	114	19	census	census	NOUN
fsr-4114	114	20	-	-	PUNCT
fsr-4114	114	21	based	base	VERB
fsr-4114	114	22	variables	variable	NOUN
fsr-4114	114	23	over	over	ADP
fsr-4114	114	24	time	time	NOUN
fsr-4114	114	25	and	and	CCONJ
fsr-4114	114	26	to	to	PART
fsr-4114	114	27	study	study	VERB
fsr-4114	114	28	the	the	DET
fsr-4114	114	29	differential	differential	ADJ
fsr-4114	114	30	impact	impact	NOUN
fsr-4114	114	31	of	of	ADP
fsr-4114	114	32	craigslist	craigslist	NOUN
fsr-4114	114	33	’s	’s	PART
fsr-4114	114	34	presence	presence	NOUN
fsr-4114	114	35	in	in	ADP
fsr-4114	114	36	msas	msa	NOUN
fsr-4114	114	37	that	that	PRON
fsr-4114	114	38	adopted	adopt	VERB
fsr-4114	114	39	it	it	PRON
fsr-4114	114	40	versus	versus	ADP
fsr-4114	114	41	those	those	DET
fsr-4114	114	42	financial	financial	ADJ
fsr-4114	114	43	services	service	NOUN
fsr-4114	114	44	review	review	VERB
fsr-4114	114	45	33(4	33(4	NUM
fsr-4114	114	46	)	)	PUNCT
fsr-4114	114	47	126	126	NUM
fsr-4114	114	48	that	that	PRON
fsr-4114	114	49	did	do	VERB
fsr-4114	114	50	not	not	PART
fsr-4114	114	51	.	.	PUNCT
fsr-4114	115	1	the	the	DET
fsr-4114	115	2	approach	approach	NOUN
fsr-4114	115	3	compares	compare	VERB
fsr-4114	115	4	the	the	DET
fsr-4114	115	5	change	change	NOUN
fsr-4114	115	6	in	in	ADP
fsr-4114	115	7	outcomes	outcome	NOUN
fsr-4114	115	8	over	over	ADP
fsr-4114	115	9	time	time	NOUN
fsr-4114	115	10	between	between	ADP
fsr-4114	115	11	a	a	DET
fsr-4114	115	12	group	group	NOUN
fsr-4114	115	13	exposed	expose	VERB
fsr-4114	115	14	to	to	ADP
fsr-4114	115	15	a	a	DET
fsr-4114	115	16	treatment	treatment	NOUN
fsr-4114	115	17	(	(	PUNCT
fsr-4114	115	18	msas	msa	NOUN
fsr-4114	115	19	with	with	ADP
fsr-4114	115	20	craigslist	craigslist	NOUN
fsr-4114	115	21	)	)	PUNCT
fsr-4114	115	22	and	and	CCONJ
fsr-4114	115	23	a	a	DET
fsr-4114	115	24	control	control	NOUN
fsr-4114	115	25	group	group	NOUN
fsr-4114	115	26	(	(	PUNCT
fsr-4114	115	27	msas	msa	NOUN
fsr-4114	115	28	without	without	ADP
fsr-4114	115	29	craigslist	craigslist	NOUN
fsr-4114	115	30	)	)	PUNCT
fsr-4114	115	31	.	.	PUNCT
fsr-4114	116	1	this	this	DET
fsr-4114	116	2	design	design	NOUN
fsr-4114	116	3	controls	control	NOUN
fsr-4114	116	4	for	for	ADP
fsr-4114	116	5	unobserved	unobserved	ADJ
fsr-4114	116	6	,	,	PUNCT
fsr-4114	116	7	time	time	NOUN
fsr-4114	116	8	-	-	PUNCT
fsr-4114	116	9	invariant	invariant	ADJ
fsr-4114	116	10	characteristics	characteristic	NOUN
fsr-4114	116	11	of	of	ADP
fsr-4114	116	12	each	each	DET
fsr-4114	116	13	msa	msa	PROPN
fsr-4114	116	14	(	(	PUNCT
fsr-4114	116	15	via	via	ADP
fsr-4114	116	16	fixed	fix	VERB
fsr-4114	116	17	effects	effect	NOUN
fsr-4114	116	18	)	)	PUNCT
fsr-4114	116	19	and	and	CCONJ
fsr-4114	116	20	trends	trend	NOUN
fsr-4114	116	21	common	common	ADJ
fsr-4114	116	22	to	to	ADP
fsr-4114	116	23	all	all	DET
fsr-4114	116	24	msas	msa	NOUN
fsr-4114	116	25	over	over	ADP
fsr-4114	116	26	time	time	NOUN
fsr-4114	116	27	(	(	PUNCT
fsr-4114	116	28	yearfixed	yearfixe	VERB
fsr-4114	116	29	effects	effect	NOUN
fsr-4114	116	30	)	)	PUNCT
fsr-4114	116	31	.	.	PUNCT
fsr-4114	117	1	in	in	ADP
fsr-4114	117	2	this	this	DET
fsr-4114	117	3	study	study	NOUN
fsr-4114	117	4	,	,	PUNCT
fsr-4114	117	5	the	the	DET
fsr-4114	117	6	"	"	PUNCT
fsr-4114	117	7	treatment	treatment	NOUN
fsr-4114	117	8	"	"	PUNCT
fsr-4114	117	9	is	be	AUX
fsr-4114	117	10	craigslist	craigslist	NOUN
fsr-4114	117	11	's	's	PART
fsr-4114	117	12	entry	entry	NOUN
fsr-4114	117	13	into	into	ADP
fsr-4114	117	14	the	the	DET
fsr-4114	117	15	market	market	NOUN
fsr-4114	117	16	.	.	PUNCT
fsr-4114	118	1	the	the	DET
fsr-4114	118	2	did	do	AUX
fsr-4114	118	3	estimate	estimate	NOUN
fsr-4114	118	4	captures	capture	VERB
fsr-4114	118	5	the	the	DET
fsr-4114	118	6	difference	difference	NOUN
fsr-4114	118	7	between	between	ADP
fsr-4114	118	8	pre	pre	ADJ
fsr-4114	118	9	-	-	ADJ
fsr-4114	118	10	and	and	CCONJ
fsr-4114	118	11	post	post	ADJ
fsr-4114	118	12	-	-	ADJ
fsr-4114	118	13	craigslist	craigslist	ADJ
fsr-4114	118	14	fraud	fraud	NOUN
fsr-4114	118	15	arrests	arrest	NOUN
fsr-4114	118	16	in	in	ADP
fsr-4114	118	17	treated	treat	VERB
fsr-4114	118	18	areas	area	NOUN
fsr-4114	118	19	,	,	PUNCT
fsr-4114	118	20	net	net	NOUN
fsr-4114	118	21	of	of	ADP
fsr-4114	118	22	any	any	DET
fsr-4114	118	23	changes	change	NOUN
fsr-4114	118	24	in	in	ADP
fsr-4114	118	25	untreated	untreated	ADJ
fsr-4114	118	26	areas	area	NOUN
fsr-4114	118	27	over	over	ADP
fsr-4114	118	28	the	the	DET
fsr-4114	118	29	same	same	ADJ
fsr-4114	118	30	time	time	NOUN
fsr-4114	118	31	.	.	PUNCT
fsr-4114	119	1	results	result	NOUN
fsr-4114	119	2	table	table	NOUN
fsr-4114	119	3	2	2	NUM
fsr-4114	119	4	provides	provide	VERB
fsr-4114	119	5	summary	summary	NOUN
fsr-4114	119	6	statistics	statistic	NOUN
fsr-4114	119	7	for	for	ADP
fsr-4114	119	8	fraudrelated	fraudrelated	ADJ
fsr-4114	119	9	crime	crime	NOUN
fsr-4114	119	10	arrests	arrest	NOUN
fsr-4114	119	11	,	,	PUNCT
fsr-4114	119	12	financial	financial	ADJ
fsr-4114	119	13	status	status	NOUN
fsr-4114	119	14	,	,	PUNCT
fsr-4114	119	15	and	and	CCONJ
fsr-4114	119	16	demographics	demographic	NOUN
fsr-4114	119	17	based	base	VERB
fsr-4114	119	18	on	on	ADP
fsr-4114	119	19	ucr	ucr	PROPN
fsr-4114	119	20	and	and	CCONJ
fsr-4114	119	21	ipums	ipums	ADP
fsr-4114	119	22	cps	cps	PROPN
fsr-4114	119	23	data	data	PROPN
fsr-4114	119	24	sources	source	NOUN
fsr-4114	119	25	.	.	PUNCT
fsr-4114	120	1	the	the	DET
fsr-4114	120	2	mean	mean	ADJ
fsr-4114	120	3	number	number	NOUN
fsr-4114	120	4	of	of	ADP
fsr-4114	120	5	fraud	fraud	NOUN
fsr-4114	120	6	arrests	arrest	NOUN
fsr-4114	120	7	per	per	ADP
fsr-4114	120	8	10,000	10,000	NUM
fsr-4114	120	9	people	people	NOUN
fsr-4114	120	10	was	be	AUX
fsr-4114	120	11	10.488	10.488	NUM
fsr-4114	120	12	,	,	PUNCT
fsr-4114	120	13	with	with	ADP
fsr-4114	120	14	a	a	DET
fsr-4114	120	15	standard	standard	ADJ
fsr-4114	120	16	deviation	deviation	NOUN
fsr-4114	120	17	of	of	ADP
fsr-4114	120	18	11.228	11.228	NUM
fsr-4114	120	19	.	.	PUNCT
fsr-4114	121	1	it	it	PRON
fsr-4114	121	2	should	should	AUX
fsr-4114	121	3	be	be	AUX
fsr-4114	121	4	noted	note	VERB
fsr-4114	121	5	that	that	SCONJ
fsr-4114	121	6	the	the	DET
fsr-4114	121	7	total	total	ADJ
fsr-4114	121	8	number	number	NOUN
fsr-4114	121	9	of	of	ADP
fsr-4114	121	10	observations	observation	NOUN
fsr-4114	121	11	dropped	drop	VERB
fsr-4114	121	12	when	when	SCONJ
fsr-4114	121	13	looking	look	VERB
fsr-4114	121	14	at	at	ADP
fsr-4114	121	15	aggregated	aggregate	VERB
fsr-4114	121	16	cps	cps	PROPN
fsr-4114	121	17	data	datum	NOUN
fsr-4114	121	18	by	by	ADP
fsr-4114	121	19	msa	msa	PROPN
fsr-4114	121	20	,	,	PUNCT
fsr-4114	121	21	as	as	ADP
fsr-4114	121	22	not	not	PART
fsr-4114	121	23	all	all	DET
fsr-4114	121	24	msas	msa	NOUN
fsr-4114	121	25	had	have	AUX
fsr-4114	121	26	reported	report	VERB
fsr-4114	121	27	data	datum	NOUN
fsr-4114	121	28	.	.	PUNCT
fsr-4114	122	1	table	table	NOUN
fsr-4114	122	2	2	2	NUM
fsr-4114	122	3	.	.	PUNCT
fsr-4114	122	4	summary	summary	NOUN
fsr-4114	122	5	statistics	statistic	NOUN
fsr-4114	122	6	for	for	ADP
fsr-4114	122	7	craigslist	craigslist	NOUN
fsr-4114	122	8	with	with	ADP
fsr-4114	122	9	ucr	ucr	PROPN
fsr-4114	122	10	and	and	CCONJ
fsr-4114	122	11	ipums	ipums	ADP
fsr-4114	122	12	cps	cps	PROPN
fsr-4114	122	13	data	data	PROPN
fsr-4114	122	14	variable	variable	ADJ
fsr-4114	122	15	mean	mean	VERB
fsr-4114	122	16	standard	standard	ADJ
fsr-4114	122	17	deviation	deviation	NOUN
fsr-4114	122	18	n	n	NOUN
fsr-4114	122	19	craigslist	craigslist	NOUN
fsr-4114	122	20	0.071	0.071	NUM
fsr-4114	122	21	0.258	0.258	NUM
fsr-4114	122	22	5,322	5,322	NUM
fsr-4114	122	23	fraud	fraud	NOUN
fsr-4114	122	24	arrests/10kp	arrests/10kp	PROPN
fsr-4114	122	25	10.488	10.488	NUM
fsr-4114	122	26	11.228	11.228	NUM
fsr-4114	122	27	5,322	5,322	NUM
fsr-4114	122	28	median	median	ADJ
fsr-4114	122	29	household	household	NOUN
fsr-4114	122	30	income	income	NOUN
fsr-4114	122	31	47,363.474	47,363.474	PROPN
fsr-4114	122	32	9,715.377	9,715.377	NUM
fsr-4114	122	33	4,292	4,292	NUM
fsr-4114	122	34	poverty	poverty	NOUN
fsr-4114	122	35	rate	rate	NOUN
fsr-4114	122	36	12.805	12.805	NUM
fsr-4114	122	37	4.521	4.521	NUM
fsr-4114	122	38	4,292	4,292	NUM
fsr-4114	122	39	unemployment	unemployment	NOUN
fsr-4114	122	40	rate	rate	NOUN
fsr-4114	122	41	0.028	0.028	NUM
fsr-4114	122	42	0.011	0.011	NUM
fsr-4114	122	43	3,019	3,019	NUM
fsr-4114	122	44	income	income	NOUN
fsr-4114	122	45	under	under	ADP
fsr-4114	122	46	50k	50k	NOUN
fsr-4114	122	47	0.525	0.525	NUM
fsr-4114	122	48	0.132	0.132	NUM
fsr-4114	122	49	3,022	3,022	NUM
fsr-4114	122	50	50k-100k	50k-100k	NUM
fsr-4114	122	51	income	income	NOUN
fsr-4114	122	52	0.191	0.191	NUM
fsr-4114	122	53	0.072	0.072	NUM
fsr-4114	122	54	3,020	3,020	NUM
fsr-4114	122	55	%	%	NOUN
fsr-4114	122	56	african	african	PROPN
fsr-4114	122	57	/	/	SYM
fsr-4114	122	58	american	american	PROPN
fsr-4114	122	59	0.114	0.114	NUM
fsr-4114	122	60	0.107	0.107	NUM
fsr-4114	122	61	2,902	2,902	NUM
fsr-4114	122	62	less	less	ADJ
fsr-4114	122	63	than	than	ADP
fsr-4114	122	64	high	high	ADJ
fsr-4114	122	65	-	-	PUNCT
fsr-4114	122	66	school	school	NOUN
fsr-4114	122	67	0.175	0.175	NUM
fsr-4114	122	68	0.085	0.085	NUM
fsr-4114	122	69	3,022	3,022	NUM
fsr-4114	122	70	high	high	ADJ
fsr-4114	122	71	-	-	PUNCT
fsr-4114	122	72	school	school	NOUN
fsr-4114	122	73	0.234	0.234	NUM
fsr-4114	122	74	0.075	0.075	NUM
fsr-4114	122	75	3,022	3,022	NUM
fsr-4114	122	76	some	some	DET
fsr-4114	122	77	college	college	NOUN
fsr-4114	122	78	0.209	0.209	NUM
fsr-4114	122	79	0.043	0.043	NUM
fsr-4114	122	80	3,022	3,022	NUM
fsr-4114	122	81	note	note	NOUN
fsr-4114	122	82	.	.	PUNCT
fsr-4114	123	1	summary	summary	NOUN
fsr-4114	123	2	statistics	statistic	NOUN
fsr-4114	123	3	reflect	reflect	VERB
fsr-4114	123	4	averages	average	NOUN
fsr-4114	123	5	across	across	ADP
fsr-4114	123	6	metropolitan	metropolitan	ADJ
fsr-4114	123	7	statistical	statistical	ADJ
fsr-4114	123	8	areas	area	NOUN
fsr-4114	123	9	(	(	PUNCT
fsr-4114	123	10	msas	msa	NOUN
fsr-4114	123	11	)	)	PUNCT
fsr-4114	123	12	from	from	ADP
fsr-4114	123	13	1995–2006	1995–2006	NUM
fsr-4114	123	14	.	.	PUNCT
fsr-4114	124	1	craigslist	craigslist	NOUN
fsr-4114	124	2	entry	entry	NOUN
fsr-4114	124	3	data	datum	NOUN
fsr-4114	124	4	were	be	AUX
fsr-4114	124	5	obtained	obtain	VERB
fsr-4114	124	6	from	from	ADP
fsr-4114	124	7	kroft	kroft	PROPN
fsr-4114	124	8	&	&	CCONJ
fsr-4114	124	9	pope	pope	PROPN
fsr-4114	124	10	(	(	PUNCT
fsr-4114	124	11	2014	2014	NUM
fsr-4114	124	12	)	)	PUNCT
fsr-4114	124	13	.	.	PUNCT
fsr-4114	125	1	fraud	fraud	NOUN
fsr-4114	125	2	arrest	arrest	NOUN
fsr-4114	125	3	data	datum	NOUN
fsr-4114	125	4	are	be	AUX
fsr-4114	125	5	from	from	ADP
fsr-4114	125	6	the	the	DET
fsr-4114	125	7	fbi	fbi	PROPN
fsr-4114	125	8	’s	’s	PART
fsr-4114	125	9	uniform	uniform	PROPN
fsr-4114	125	10	crime	crime	PROPN
fsr-4114	125	11	reporting	report	VERB
fsr-4114	125	12	(	(	PUNCT
fsr-4114	125	13	ucr	ucr	PROPN
fsr-4114	125	14	)	)	PUNCT
fsr-4114	125	15	program	program	NOUN
fsr-4114	125	16	,	,	PUNCT
fsr-4114	125	17	aggregated	aggregate	VERB
fsr-4114	125	18	to	to	ADP
fsr-4114	125	19	the	the	DET
fsr-4114	125	20	msa	msa	PROPN
fsr-4114	125	21	level	level	NOUN
fsr-4114	125	22	.	.	PUNCT
fsr-4114	126	1	demographic	demographic	ADJ
fsr-4114	126	2	and	and	CCONJ
fsr-4114	126	3	socioeconomic	socioeconomic	ADJ
fsr-4114	126	4	variables	variable	NOUN
fsr-4114	126	5	were	be	AUX
fsr-4114	126	6	derived	derive	VERB
fsr-4114	126	7	from	from	ADP
fsr-4114	126	8	ipums	ipum	NOUN
fsr-4114	126	9	cps	cps	PROPN
fsr-4114	126	10	data	data	PROPN
fsr-4114	126	11	.	.	PUNCT
fsr-4114	127	1	observations	observation	NOUN
fsr-4114	127	2	vary	vary	VERB
fsr-4114	127	3	across	across	ADP
fsr-4114	127	4	variables	variable	NOUN
fsr-4114	127	5	due	due	ADJ
fsr-4114	127	6	to	to	ADP
fsr-4114	127	7	missing	miss	VERB
fsr-4114	127	8	data	datum	NOUN
fsr-4114	127	9	in	in	ADP
fsr-4114	127	10	some	some	DET
fsr-4114	127	11	msas	msa	NOUN
fsr-4114	127	12	or	or	CCONJ
fsr-4114	127	13	years	year	NOUN
fsr-4114	127	14	127	127	NUM
fsr-4114	127	15	the	the	DET
fsr-4114	127	16	relatively	relatively	ADV
fsr-4114	127	17	high	high	ADJ
fsr-4114	127	18	standard	standard	ADJ
fsr-4114	127	19	deviation	deviation	NOUN
fsr-4114	127	20	of	of	ADP
fsr-4114	127	21	fraud	fraud	NOUN
fsr-4114	127	22	arrests	arrest	NOUN
fsr-4114	127	23	per	per	ADP
fsr-4114	127	24	10,000	10,000	NUM
fsr-4114	127	25	residents	resident	NOUN
fsr-4114	127	26	(	(	PUNCT
fsr-4114	127	27	11.228	11.228	NUM
fsr-4114	127	28	)	)	PUNCT
fsr-4114	127	29	compared	compare	VERB
fsr-4114	127	30	to	to	ADP
fsr-4114	127	31	the	the	DET
fsr-4114	127	32	mean	mean	ADJ
fsr-4114	127	33	(	(	PUNCT
fsr-4114	127	34	10.488	10.488	NUM
fsr-4114	127	35	)	)	PUNCT
fsr-4114	127	36	reflects	reflect	VERB
fsr-4114	127	37	the	the	DET
fsr-4114	127	38	expected	expect	VERB
fsr-4114	127	39	rightskewness	rightskewness	NOUN
fsr-4114	127	40	in	in	ADP
fsr-4114	127	41	crime	crime	NOUN
fsr-4114	127	42	data	datum	NOUN
fsr-4114	127	43	.	.	PUNCT
fsr-4114	128	1	to	to	PART
fsr-4114	128	2	further	far	ADV
fsr-4114	128	3	address	address	VERB
fsr-4114	128	4	distributional	distributional	ADJ
fsr-4114	128	5	concerns	concern	NOUN
fsr-4114	128	6	,	,	PUNCT
fsr-4114	128	7	we	we	PRON
fsr-4114	128	8	conducted	conduct	VERB
fsr-4114	128	9	additional	additional	ADJ
fsr-4114	128	10	robustness	robustness	NOUN
fsr-4114	128	11	checks	check	NOUN
fsr-4114	128	12	using	use	VERB
fsr-4114	128	13	alternative	alternative	ADJ
fsr-4114	128	14	specifications	specification	NOUN
fsr-4114	128	15	,	,	PUNCT
fsr-4114	128	16	including	include	VERB
fsr-4114	128	17	the	the	DET
fsr-4114	128	18	log	log	NOUN
fsr-4114	128	19	transformation	transformation	NOUN
fsr-4114	128	20	and	and	CCONJ
fsr-4114	128	21	standardization	standardization	NOUN
fsr-4114	128	22	of	of	ADP
fsr-4114	128	23	the	the	DET
fsr-4114	128	24	dependent	dependent	ADJ
fsr-4114	128	25	variable	variable	NOUN
fsr-4114	128	26	.	.	PUNCT
fsr-4114	129	1	these	these	PRON
fsr-4114	129	2	yielded	yield	VERB
fsr-4114	129	3	consistent	consistent	ADJ
fsr-4114	129	4	treatment	treatment	NOUN
fsr-4114	129	5	effects	effect	NOUN
fsr-4114	129	6	,	,	PUNCT
fsr-4114	129	7	suggesting	suggest	VERB
fsr-4114	129	8	that	that	SCONJ
fsr-4114	129	9	the	the	DET
fsr-4114	129	10	skewness	skewness	NOUN
fsr-4114	129	11	in	in	ADP
fsr-4114	129	12	fraud	fraud	NOUN
fsr-4114	129	13	arrest	arrest	NOUN
fsr-4114	129	14	data	datum	NOUN
fsr-4114	129	15	does	do	AUX
fsr-4114	129	16	not	not	PART
fsr-4114	129	17	substantively	substantively	ADV
fsr-4114	129	18	affect	affect	VERB
fsr-4114	129	19	the	the	DET
fsr-4114	129	20	main	main	ADJ
fsr-4114	129	21	results	result	NOUN
fsr-4114	129	22	.	.	PUNCT
fsr-4114	130	1	to	to	PART
fsr-4114	130	2	conserve	conserve	VERB
fsr-4114	130	3	space	space	NOUN
fsr-4114	130	4	,	,	PUNCT
fsr-4114	130	5	results	result	VERB
fsr-4114	130	6	from	from	ADP
fsr-4114	130	7	the	the	DET
fsr-4114	130	8	alternative	alternative	ADJ
fsr-4114	130	9	specifications	specification	NOUN
fsr-4114	130	10	are	be	AUX
fsr-4114	130	11	available	available	ADJ
fsr-4114	130	12	upon	upon	SCONJ
fsr-4114	130	13	request	request	NOUN
fsr-4114	130	14	.	.	PUNCT
fsr-4114	131	1	we	we	PRON
fsr-4114	131	2	also	also	ADV
fsr-4114	131	3	conducted	conduct	VERB
fsr-4114	131	4	robustness	robustness	NOUN
fsr-4114	131	5	checks	check	NOUN
fsr-4114	131	6	by	by	ADP
fsr-4114	131	7	excluding	exclude	VERB
fsr-4114	131	8	extreme	extreme	ADJ
fsr-4114	131	9	outliers	outlier	NOUN
fsr-4114	131	10	with	with	ADP
fsr-4114	131	11	alternative	alternative	ADJ
fsr-4114	131	12	model	model	NOUN
fsr-4114	131	13	specifications	specification	NOUN
fsr-4114	131	14	.	.	PUNCT
fsr-4114	132	1	table	table	NOUN
fsr-4114	132	2	3	3	NUM
fsr-4114	132	3	presents	present	VERB
fsr-4114	132	4	the	the	DET
fsr-4114	132	5	results	result	NOUN
fsr-4114	132	6	of	of	ADP
fsr-4114	132	7	the	the	DET
fsr-4114	132	8	difference	difference	NOUN
fsr-4114	132	9	-	-	PUNCT
fsr-4114	132	10	indifferences	indifference	NOUN
fsr-4114	132	11	analysis	analysis	NOUN
fsr-4114	132	12	estimating	estimate	VERB
fsr-4114	132	13	the	the	DET
fsr-4114	132	14	effect	effect	NOUN
fsr-4114	132	15	of	of	ADP
fsr-4114	132	16	craigslist	craigslist	NOUN
fsr-4114	132	17	entry	entry	NOUN
fsr-4114	132	18	on	on	ADP
fsr-4114	132	19	fraud	fraud	NOUN
fsr-4114	132	20	arrests.7	arrests.7	NOUN
fsr-4114	132	21	table	table	NOUN
fsr-4114	133	1	3	3	NUM
fsr-4114	133	2	presents	present	VERB
fsr-4114	133	3	the	the	DET
fsr-4114	133	4	results	result	NOUN
fsr-4114	133	5	using	use	VERB
fsr-4114	133	6	the	the	DET
fsr-4114	133	7	full	full	ADJ
fsr-4114	133	8	sample	sample	NOUN
fsr-4114	133	9	(	(	PUNCT
fsr-4114	133	10	column	column	NOUN
fsr-4114	133	11	1	1	NUM
fsr-4114	133	12	)	)	PUNCT
fsr-4114	133	13	,	,	PUNCT
fsr-4114	133	14	a	a	DET
fsr-4114	133	15	coverage	coverage	NOUN
fsr-4114	133	16	of	of	ADP
fsr-4114	133	17	90	90	NUM
fsr-4114	133	18	%	%	NOUN
fsr-4114	133	19	or	or	CCONJ
fsr-4114	133	20	more	more	ADJ
fsr-4114	133	21	(	(	PUNCT
fsr-4114	133	22	column	column	NOUN
fsr-4114	133	23	2	2	NUM
fsr-4114	133	24	)	)	PUNCT
fsr-4114	133	25	,	,	PUNCT
fsr-4114	133	26	the	the	DET
fsr-4114	133	27	full	full	ADJ
fsr-4114	133	28	sample	sample	NOUN
fsr-4114	133	29	using	use	VERB
fsr-4114	133	30	the	the	DET
fsr-4114	133	31	msa	msa	PROPN
fsr-4114	133	32	population	population	NOUN
fsr-4114	133	33	as	as	ADP
fsr-4114	133	34	weight	weight	NOUN
fsr-4114	133	35	(	(	PUNCT
fsr-4114	133	36	column	column	NOUN
fsr-4114	133	37	3	3	NUM
fsr-4114	133	38	)	)	PUNCT
fsr-4114	133	39	,	,	PUNCT
fsr-4114	133	40	and	and	CCONJ
fsr-4114	133	41	a	a	DET
fsr-4114	133	42	coverage	coverage	NOUN
fsr-4114	133	43	of	of	ADP
fsr-4114	133	44	90	90	NUM
fsr-4114	133	45	%	%	NOUN
fsr-4114	133	46	or	or	CCONJ
fsr-4114	133	47	more	more	ADV
fsr-4114	133	48	using	use	VERB
fsr-4114	133	49	the	the	DET
fsr-4114	133	50	msa	msa	PROPN
fsr-4114	133	51	population	population	NOUN
fsr-4114	133	52	as	as	ADP
fsr-4114	133	53	the	the	DET
fsr-4114	133	54	weight	weight	NOUN
fsr-4114	133	55	to	to	PART
fsr-4114	133	56	account	account	VERB
fsr-4114	133	57	for	for	ADP
fsr-4114	133	58	the	the	DET
fsr-4114	133	59	different	different	ADJ
fsr-4114	133	60	size	size	NOUN
fsr-4114	133	61	of	of	ADP
fsr-4114	133	62	each	each	DET
fsr-4114	133	63	msa	msa	PROPN
fsr-4114	133	64	(	(	PUNCT
fsr-4114	133	65	column	column	NOUN
fsr-4114	133	66	4	4	NUM
fsr-4114	133	67	)	)	PUNCT
fsr-4114	133	68	.	.	PUNCT
fsr-4114	134	1	some	some	DET
fsr-4114	134	2	msas	msa	NOUN
fsr-4114	134	3	may	may	AUX
fsr-4114	134	4	have	have	VERB
fsr-4114	134	5	a	a	DET
fsr-4114	134	6	population	population	NOUN
fsr-4114	134	7	of	of	ADP
fsr-4114	134	8	a	a	DET
fsr-4114	134	9	few	few	ADJ
fsr-4114	134	10	hundred	hundred	NUM
fsr-4114	134	11	thousand	thousand	NUM
fsr-4114	134	12	people	people	NOUN
fsr-4114	134	13	,	,	PUNCT
fsr-4114	134	14	while	while	SCONJ
fsr-4114	134	15	others	other	NOUN
fsr-4114	134	16	can	can	AUX
fsr-4114	134	17	have	have	VERB
fsr-4114	134	18	a	a	DET
fsr-4114	134	19	population	population	NOUN
fsr-4114	134	20	in	in	ADP
fsr-4114	134	21	the	the	DET
fsr-4114	134	22	millions	million	NOUN
fsr-4114	134	23	.	.	PUNCT
fsr-4114	135	1	overall	overall	ADJ
fsr-4114	135	2	,	,	PUNCT
fsr-4114	135	3	results	result	NOUN
fsr-4114	135	4	in	in	ADP
fsr-4114	135	5	table	table	NOUN
fsr-4114	135	6	3	3	NUM
fsr-4114	135	7	support	support	VERB
fsr-4114	135	8	the	the	DET
fsr-4114	135	9	rejection	rejection	NOUN
fsr-4114	135	10	of	of	ADP
fsr-4114	135	11	the	the	DET
fsr-4114	135	12	null	null	ADJ
fsr-4114	135	13	hypothesis	hypothesis	NOUN
fsr-4114	135	14	of	of	ADP
fsr-4114	135	15	no	no	DET
fsr-4114	135	16	effect	effect	NOUN
fsr-4114	135	17	in	in	ADP
fsr-4114	135	18	favor	favor	NOUN
fsr-4114	135	19	of	of	ADP
fsr-4114	135	20	the	the	DET
fsr-4114	135	21	alternative	alternative	ADJ
fsr-4114	135	22	hypothesis	hypothesis	NOUN
fsr-4114	135	23	that	that	PRON
fsr-4114	135	24	fraud	fraud	NOUN
fsr-4114	135	25	was	be	AUX
fsr-4114	135	26	reduced	reduce	VERB
fsr-4114	135	27	by	by	ADP
fsr-4114	135	28	the	the	DET
fsr-4114	135	29	introduction	introduction	NOUN
fsr-4114	135	30	of	of	ADP
fsr-4114	135	31	craigslist	craigslist	NOUN
fsr-4114	135	32	,	,	PUNCT
fsr-4114	135	33	based	base	VERB
fsr-4114	135	34	on	on	ADP
fsr-4114	135	35	the	the	DET
fsr-4114	135	36	significant	significant	ADJ
fsr-4114	135	37	and	and	CCONJ
fsr-4114	135	38	negative	negative	ADJ
fsr-4114	135	39	coefficient	coefficient	NOUN
fsr-4114	135	40	on	on	ADP
fsr-4114	135	41	the	the	DET
fsr-4114	135	42	craigslist	craigslist	NOUN
fsr-4114	135	43	variable	variable	NOUN
fsr-4114	135	44	.	.	PUNCT
fsr-4114	136	1	given	give	VERB
fsr-4114	136	2	that	that	SCONJ
fsr-4114	136	3	the	the	DET
fsr-4114	136	4	mean	mean	ADJ
fsr-4114	136	5	fraud	fraud	NOUN
fsr-4114	136	6	arrests	arrest	NOUN
fsr-4114	136	7	per	per	ADP
fsr-4114	136	8	10,000	10,000	NUM
fsr-4114	136	9	people	people	NOUN
fsr-4114	136	10	was	be	AUX
fsr-4114	136	11	10.488	10.488	NUM
fsr-4114	136	12	,	,	PUNCT
fsr-4114	136	13	the	the	DET
fsr-4114	136	14	estimate	estimate	NOUN
fsr-4114	136	15	in	in	ADP
fsr-4114	136	16	column	column	NOUN
fsr-4114	136	17	(	(	PUNCT
fsr-4114	136	18	1	1	X
fsr-4114	136	19	)	)	PUNCT
fsr-4114	136	20	indicated	indicate	VERB
fsr-4114	136	21	that	that	SCONJ
fsr-4114	136	22	after	after	ADP
fsr-4114	136	23	craigslist	craigslist	NOUN
fsr-4114	136	24	entry	entry	NOUN
fsr-4114	136	25	,	,	PUNCT
fsr-4114	136	26	the	the	DET
fsr-4114	136	27	fraud	fraud	NOUN
fsr-4114	136	28	arrests	arrest	NOUN
fsr-4114	136	29	decreased	decrease	VERB
fsr-4114	136	30	by	by	ADP
fsr-4114	136	31	0.709	0.709	NUM
fsr-4114	136	32	or	or	CCONJ
fsr-4114	136	33	about	about	ADV
fsr-4114	136	34	7	7	NUM
fsr-4114	136	35	%	%	NOUN
fsr-4114	136	36	compared	compare	VERB
fsr-4114	136	37	to	to	ADP
fsr-4114	136	38	the	the	DET
fsr-4114	136	39	control	control	NOUN
fsr-4114	136	40	group	group	NOUN
fsr-4114	136	41	.	.	PUNCT
fsr-4114	137	1	the	the	DET
fsr-4114	137	2	results	result	NOUN
fsr-4114	137	3	in	in	ADP
fsr-4114	137	4	column	column	NOUN
fsr-4114	137	5	(	(	PUNCT
fsr-4114	137	6	2	2	NUM
fsr-4114	137	7	)	)	PUNCT
fsr-4114	137	8	,	,	PUNCT
fsr-4114	137	9	where	where	SCONJ
fsr-4114	137	10	only	only	ADV
fsr-4114	137	11	msas	msa	VERB
fsr-4114	137	12	with	with	ADP
fsr-4114	137	13	90	90	NUM
fsr-4114	137	14	%	%	NOUN
fsr-4114	137	15	coverage	coverage	NOUN
fsr-4114	137	16	or	or	CCONJ
fsr-4114	137	17	more	more	ADJ
fsr-4114	137	18	were	be	AUX
fsr-4114	137	19	included	include	VERB
fsr-4114	137	20	,	,	PUNCT
fsr-4114	137	21	painted	paint	VERB
fsr-4114	137	22	a	a	DET
fsr-4114	137	23	similar	similar	ADJ
fsr-4114	137	24	picture	picture	NOUN
fsr-4114	137	25	,	,	PUNCT
fsr-4114	137	26	showing	show	VERB
fsr-4114	137	27	that	that	SCONJ
fsr-4114	137	28	fraud	fraud	NOUN
fsr-4114	137	29	arrests	arrest	NOUN
fsr-4114	137	30	decreased	decrease	VERB
fsr-4114	137	31	by	by	ADP
fsr-4114	137	32	about	about	ADV
fsr-4114	137	33	10	10	NUM
fsr-4114	137	34	%	%	NOUN
fsr-4114	137	35	after	after	SCONJ
fsr-4114	137	36	craigslist	craigslist	NOUN
fsr-4114	137	37	entered	enter	VERB
fsr-4114	137	38	an	an	DET
fsr-4114	137	39	msa	msa	PROPN
fsr-4114	137	40	.	.	PUNCT
fsr-4114	138	1	the	the	DET
fsr-4114	138	2	last	last	ADJ
fsr-4114	138	3	two	two	NUM
fsr-4114	138	4	columns	column	NOUN
fsr-4114	138	5	,	,	PUNCT
fsr-4114	138	6	(	(	PUNCT
fsr-4114	138	7	3	3	NUM
fsr-4114	138	8	)	)	PUNCT
fsr-4114	138	9	and	and	CCONJ
fsr-4114	138	10	(	(	PUNCT
fsr-4114	138	11	4	4	NUM
fsr-4114	138	12	)	)	PUNCT
fsr-4114	138	13	,	,	PUNCT
fsr-4114	138	14	where	where	SCONJ
fsr-4114	138	15	we	we	PRON
fsr-4114	138	16	used	use	VERB
fsr-4114	138	17	population	population	NOUN
fsr-4114	138	18	weights	weight	NOUN
fsr-4114	138	19	,	,	PUNCT
fsr-4114	138	20	produced	produce	VERB
fsr-4114	138	21	similar	similar	ADJ
fsr-4114	138	22	results	result	NOUN
fsr-4114	138	23	.	.	PUNCT
fsr-4114	139	1	when	when	SCONJ
fsr-4114	139	2	accounting	account	VERB
fsr-4114	139	3	for	for	ADP
fsr-4114	139	4	the	the	DET
fsr-4114	139	5	population	population	NOUN
fsr-4114	139	6	weights	weight	NOUN
fsr-4114	139	7	,	,	PUNCT
fsr-4114	139	8	the	the	DET
fsr-4114	139	9	coefficients	coefficient	NOUN
fsr-4114	139	10	showed	show	VERB
fsr-4114	139	11	a	a	DET
fsr-4114	139	12	decrease	decrease	NOUN
fsr-4114	139	13	of	of	ADP
fsr-4114	139	14	11	11	NUM
fsr-4114	139	15	%	%	NOUN
fsr-4114	139	16	and	and	CCONJ
fsr-4114	139	17	23	23	NUM
fsr-4114	139	18	%	%	NOUN
fsr-4114	139	19	for	for	ADP
fsr-4114	139	20	the	the	DET
fsr-4114	139	21	full	full	ADJ
fsr-4114	139	22	sample	sample	NOUN
fsr-4114	139	23	and	and	CCONJ
fsr-4114	139	24	the	the	DET
fsr-4114	139	25	one	one	NOUN
fsr-4114	139	26	with	with	ADP
fsr-4114	139	27	90	90	NUM
fsr-4114	139	28	%	%	NOUN
fsr-4114	139	29	coverage	coverage	NOUN
fsr-4114	139	30	or	or	CCONJ
fsr-4114	139	31	higher	high	ADJ
fsr-4114	139	32	,	,	PUNCT
fsr-4114	139	33	respectively	respectively	ADV
fsr-4114	139	34	.	.	PUNCT
fsr-4114	140	1	the	the	DET
fsr-4114	140	2	results	result	NOUN
fsr-4114	140	3	were	be	AUX
fsr-4114	140	4	generally	generally	ADV
fsr-4114	140	5	robust	robust	ADJ
fsr-4114	140	6	to	to	ADP
fsr-4114	140	7	other	other	ADJ
fsr-4114	140	8	specifications	specification	NOUN
fsr-4114	140	9	using	use	VERB
fsr-4114	140	10	other	other	ADJ
fsr-4114	140	11	coverage	coverage	NOUN
fsr-4114	140	12	levels	level	NOUN
fsr-4114	140	13	.	.	PUNCT
fsr-4114	141	1	table	table	NOUN
fsr-4114	141	2	3	3	NUM
fsr-4114	141	3	differences	difference	NOUN
fsr-4114	141	4	-	-	PUNCT
fsr-4114	141	5	in	in	ADP
fsr-4114	141	6	-	-	PUNCT
fsr-4114	141	7	differences	difference	NOUN
fsr-4114	141	8	analysis	analysis	NOUN
fsr-4114	141	9	with	with	ADP
fsr-4114	141	10	all	all	DET
fsr-4114	141	11	years	year	NOUN
fsr-4114	141	12	and	and	CCONJ
fsr-4114	141	13	coverage	coverage	NOUN
fsr-4114	141	14	restrictions	restriction	NOUN
fsr-4114	141	15	and	and	CCONJ
fsr-4114	141	16	weights	weight	NOUN
fsr-4114	141	17	all	all	DET
fsr-4114	141	18	msas	msas	PROPN
fsr-4114	141	19	msas	msa	VERB
fsr-4114	141	20	with	with	ADP
fsr-4114	141	21	coverage>90	coverage>90	PROPN
fsr-4114	141	22	%	%	NOUN
fsr-4114	141	23	all	all	DET
fsr-4114	141	24	msas	msa	NOUN
fsr-4114	141	25	,	,	PUNCT
fsr-4114	141	26	weighted	weight	VERB
fsr-4114	141	27	msas	msa	NOUN
fsr-4114	141	28	with	with	ADP
fsr-4114	141	29	coverage>90	coverage>90	PROPN
fsr-4114	141	30	%	%	NOUN
fsr-4114	141	31	,	,	PUNCT
fsr-4114	141	32	weighted	weight	VERB
fsr-4114	141	33	(	(	PUNCT
fsr-4114	141	34	1	1	NUM
fsr-4114	141	35	)	)	PUNCT
fsr-4114	141	36	(	(	PUNCT
fsr-4114	141	37	2	2	NUM
fsr-4114	141	38	)	)	PUNCT
fsr-4114	141	39	(	(	PUNCT
fsr-4114	141	40	3	3	X
fsr-4114	141	41	)	)	PUNCT
fsr-4114	141	42	(	(	PUNCT
fsr-4114	141	43	4	4	X
fsr-4114	141	44	)	)	PUNCT
fsr-4114	141	45	b	b	PROPN
fsr-4114	141	46	se	se	PROPN
fsr-4114	141	47	b	b	PROPN
fsr-4114	141	48	b	b	PROPN
fsr-4114	141	49	se	se	PROPN
fsr-4114	141	50	b	b	PROPN
fsr-4114	141	51	b	b	PROPN
fsr-4114	141	52	se	se	PROPN
fsr-4114	141	53	b	b	PROPN
fsr-4114	141	54	b	b	PROPN
fsr-4114	141	55	se	se	PROPN
fsr-4114	141	56	b	b	PROPN
fsr-4114	141	57	craigslist	craigslist	NOUN
fsr-4114	141	58	0.709	0.709	NUM
fsr-4114	141	59	*	*	PUNCT
fsr-4114	141	60	*	*	PUNCT
fsr-4114	141	61	*	*	PUNCT
fsr-4114	141	62	0.294	0.294	NUM
fsr-4114	141	63	-0.994	-0.994	NOUN
fsr-4114	141	64	*	*	PUNCT
fsr-4114	141	65	*	*	PUNCT
fsr-4114	141	66	*	*	PUNCT
fsr-4114	141	67	1.117	1.117	NUM
fsr-4114	141	68	-1.127	-1.127	NOUN
fsr-4114	141	69	*	*	PUNCT
fsr-4114	141	70	*	*	PROPN
fsr-4114	142	1	0.586	0.586	NUM
fsr-4114	142	2	-2.445	-2.445	NOUN
fsr-4114	142	3	*	*	PUNCT
fsr-4114	142	4	*	*	PUNCT
fsr-4114	142	5	*	*	PUNCT
fsr-4114	142	6	0.792	0.792	NUM
fsr-4114	142	7	obs	ob	NOUN
fsr-4114	142	8	.	.	PUNCT
fsr-4114	143	1	5,322	5,322	NUM
fsr-4114	143	2	3,624	3,624	NUM
fsr-4114	143	3	5,322	5,322	NUM
fsr-4114	143	4	3,624	3,624	NUM
fsr-4114	143	5	e	e	NOUN
fsr-4114	143	6	(	(	PUNCT
fsr-4114	143	7	e2	e2	PROPN
fsr-4114	143	8	-	-	PUNCT
fsr-4114	143	9	a	a	NOUN
fsr-4114	143	10	)	)	PUNCT
fsr-4114	143	11	0.75	0.75	NUM
fsr-4114	143	12	0.775	0.775	NUM
fsr-4114	143	13	0.789	0.789	NUM
fsr-4114	143	14	0.807	0.807	NUM
fsr-4114	143	15	e	e	NOUN
fsr-4114	143	16	(	(	PUNCT
fsr-4114	143	17	df	df	PROPN
fsr-4114	143	18	-	-	PUNCT
fsr-4114	143	19	a	a	NOUN
fsr-4114	143	20	)	)	PUNCT
fsr-4114	143	21	377	377	NUM
fsr-4114	143	22	370	370	NUM
fsr-4114	143	23	377	377	NUM
fsr-4114	143	24	370	370	NUM
fsr-4114	143	25	note	note	NOUN
fsr-4114	143	26	:	:	PUNCT
fsr-4114	143	27	*	*	PUNCT
fsr-4114	143	28	p	p	X
fsr-4114	143	29	<	<	X
fsr-4114	143	30	0.05	0.05	NUM
fsr-4114	143	31	;	;	PUNCT
fsr-4114	143	32	*	*	PUNCT
fsr-4114	143	33	*	*	PUNCT
fsr-4114	144	1	p	p	X
fsr-4114	144	2	<	<	X
fsr-4114	144	3	0	0	NUM
fsr-4114	144	4	.01	.01	NUM
fsr-4114	144	5	;	;	PUNCT
fsr-4114	144	6	*	*	PUNCT
fsr-4114	144	7	*	*	PUNCT
fsr-4114	144	8	*	*	PUNCT
fsr-4114	144	9	p	p	X
fsr-4114	144	10	<	<	X
fsr-4114	144	11	0.001	0.001	NUM
fsr-4114	144	12	.	.	PUNCT
fsr-4114	145	1	all	all	DET
fsr-4114	145	2	specifications	specification	NOUN
fsr-4114	145	3	include	include	VERB
fsr-4114	145	4	msa	msa	PROPN
fsr-4114	145	5	-	-	PUNCT
fsr-4114	145	6	fixed	fix	VERB
fsr-4114	145	7	effects	effect	NOUN
fsr-4114	145	8	and	and	CCONJ
fsr-4114	145	9	time	time	NOUN
fsr-4114	145	10	-	-	PUNCT
fsr-4114	145	11	fixed	fix	VERB
fsr-4114	145	12	effects	effect	NOUN
fsr-4114	145	13	.	.	PUNCT
fsr-4114	146	1	robust	robust	ADJ
fsr-4114	146	2	standard	standard	ADJ
fsr-4114	146	3	errors	error	NOUN
fsr-4114	146	4	(	(	PUNCT
fsr-4114	146	5	se	se	X
fsr-4114	146	6	)	)	PUNCT
fsr-4114	146	7	are	be	AUX
fsr-4114	146	8	provided	provide	VERB
fsr-4114	146	9	in	in	ADP
fsr-4114	146	10	separate	separate	ADJ
fsr-4114	146	11	columns	column	NOUN
fsr-4114	146	12	.	.	PUNCT
fsr-4114	147	1	to	to	PART
fsr-4114	147	2	validate	validate	VERB
fsr-4114	147	3	the	the	DET
fsr-4114	147	4	did	did	ADJ
fsr-4114	147	5	approach	approach	NOUN
fsr-4114	147	6	,	,	PUNCT
fsr-4114	147	7	we	we	PRON
fsr-4114	147	8	tested	test	VERB
fsr-4114	147	9	for	for	ADP
fsr-4114	147	10	parallel	parallel	ADJ
fsr-4114	147	11	pre	pre	ADJ
fsr-4114	147	12	-	-	ADJ
fsr-4114	147	13	treatment	treatment	ADJ
fsr-4114	147	14	trends	trend	NOUN
fsr-4114	147	15	using	use	VERB
fsr-4114	147	16	event	event	NOUN
fsr-4114	147	17	study	study	NOUN
fsr-4114	147	18	specifications	specification	NOUN
fsr-4114	147	19	with	with	ADP
fsr-4114	147	20	leads	lead	NOUN
fsr-4114	147	21	and	and	CCONJ
fsr-4114	147	22	lags	lag	NOUN
fsr-4114	147	23	of	of	ADP
fsr-4114	147	24	craigslist	craigslist	NOUN
fsr-4114	147	25	entry	entry	NOUN
fsr-4114	147	26	(	(	PUNCT
fsr-4114	147	27	table	table	NOUN
fsr-4114	147	28	4	4	NUM
fsr-4114	147	29	)	)	PUNCT
fsr-4114	147	30	.	.	PUNCT
fsr-4114	148	1	no	no	DET
fsr-4114	148	2	significant	significant	ADJ
fsr-4114	148	3	differences	difference	NOUN
fsr-4114	148	4	were	be	AUX
fsr-4114	148	5	observed	observe	VERB
fsr-4114	148	6	in	in	ADP
fsr-4114	148	7	the	the	DET
fsr-4114	148	8	pre	pre	ADJ
fsr-4114	148	9	-	-	ADJ
fsr-4114	148	10	entry	entry	ADJ
fsr-4114	148	11	periods	period	NOUN
fsr-4114	148	12	,	,	PUNCT
fsr-4114	148	13	supporting	support	VERB
fsr-4114	148	14	the	the	DET
fsr-4114	148	15	validity	validity	NOUN
fsr-4114	148	16	of	of	ADP
fsr-4114	148	17	the	the	DET
fsr-4114	148	18	did	do	VERB
fsr-4114	148	19	assumptions	assumption	NOUN
fsr-4114	148	20	.	.	PUNCT
fsr-4114	149	1	7	7	NUM
fsr-4114	149	2	results	result	NOUN
fsr-4114	149	3	are	be	AUX
fsr-4114	149	4	robust	robust	ADJ
fsr-4114	149	5	to	to	ADP
fsr-4114	149	6	the	the	DET
fsr-4114	149	7	exclusion	exclusion	NOUN
fsr-4114	149	8	of	of	ADP
fsr-4114	149	9	san	san	PROPN
fsr-4114	149	10	francisco	francisco	PROPN
fsr-4114	149	11	,	,	PUNCT
fsr-4114	149	12	the	the	DET
fsr-4114	149	13	first	first	ADJ
fsr-4114	149	14	city	city	NOUN
fsr-4114	149	15	to	to	PART
fsr-4114	149	16	adopt	adopt	VERB
fsr-4114	149	17	craigslist	craigslist	NOUN
fsr-4114	149	18	.	.	PUNCT
fsr-4114	150	1	the	the	DET
fsr-4114	150	2	estimates	estimate	NOUN
fsr-4114	150	3	remain	remain	VERB
fsr-4114	150	4	statistically	statistically	ADV
fsr-4114	150	5	significant	significant	ADJ
fsr-4114	150	6	and	and	CCONJ
fsr-4114	150	7	consistent	consistent	ADJ
fsr-4114	150	8	in	in	ADP
fsr-4114	150	9	magnitude	magnitude	NOUN
fsr-4114	150	10	.	.	PUNCT
fsr-4114	151	1	full	full	ADJ
fsr-4114	151	2	results	result	NOUN
fsr-4114	151	3	are	be	AUX
fsr-4114	151	4	available	available	ADJ
fsr-4114	151	5	upon	upon	SCONJ
fsr-4114	151	6	request	request	NOUN
fsr-4114	151	7	.	.	PUNCT
fsr-4114	152	1	128	128	NUM
fsr-4114	152	2	table	table	NOUN
fsr-4114	152	3	4	4	NUM
fsr-4114	152	4	leads	lead	VERB
fsr-4114	152	5	and	and	CCONJ
fsr-4114	152	6	lags	lag	VERB
fsr-4114	152	7	all	all	DET
fsr-4114	152	8	msas	msa	NOUN
fsr-4114	152	9	msas	msa	VERB
fsr-4114	152	10	with	with	ADP
fsr-4114	152	11	coverage	coverage	NOUN
fsr-4114	152	12	>	>	X
fsr-4114	152	13	90	90	NUM
fsr-4114	152	14	%	%	NOUN
fsr-4114	152	15	all	all	DET
fsr-4114	152	16	msas	msa	NOUN
fsr-4114	152	17	weighted	weight	VERB
fsr-4114	152	18	msas	msa	NOUN
fsr-4114	152	19	with	with	ADP
fsr-4114	152	20	coverage>90	coverage>90	PROPN
fsr-4114	152	21	%	%	NOUN
fsr-4114	152	22	,	,	PUNCT
fsr-4114	152	23	weighted	weight	VERB
fsr-4114	152	24	(	(	PUNCT
fsr-4114	152	25	1	1	NUM
fsr-4114	152	26	)	)	PUNCT
fsr-4114	152	27	(	(	PUNCT
fsr-4114	152	28	2	2	NUM
fsr-4114	152	29	)	)	PUNCT
fsr-4114	152	30	(	(	PUNCT
fsr-4114	152	31	3	3	X
fsr-4114	152	32	)	)	PUNCT
fsr-4114	152	33	(	(	PUNCT
fsr-4114	152	34	4	4	X
fsr-4114	152	35	)	)	PUNCT
fsr-4114	152	36	b	b	PROPN
fsr-4114	152	37	se	se	PROPN
fsr-4114	152	38	b	b	PROPN
fsr-4114	152	39	b	b	PROPN
fsr-4114	152	40	se	se	PROPN
fsr-4114	152	41	b	b	PROPN
fsr-4114	152	42	b	b	PROPN
fsr-4114	152	43	se	se	PROPN
fsr-4114	152	44	b	b	PROPN
fsr-4114	152	45	b	b	PROPN
fsr-4114	152	46	se	se	PROPN
fsr-4114	152	47	b	b	PROPN
fsr-4114	152	48	5	5	NUM
fsr-4114	152	49	periods	period	NOUN
fsr-4114	152	50	prior	prior	ADV
fsr-4114	152	51	-0.799	-0.799	PUNCT
fsr-4114	152	52	*	*	PUNCT
fsr-4114	152	53	*	*	PUNCT
fsr-4114	152	54	0.357	0.357	NUM
fsr-4114	152	55	-0.865	-0.865	PUNCT
fsr-4114	152	56	*	*	PUNCT
fsr-4114	152	57	*	*	NOUN
fsr-4114	152	58	0.386	0.386	NUM
fsr-4114	152	59	-0.410	-0.410	NUM
fsr-4114	152	60	0.722	0.722	NUM
fsr-4114	152	61	0.137	0.137	NUM
fsr-4114	152	62	1.005	1.005	NUM
fsr-4114	152	63	4	4	NUM
fsr-4114	152	64	periods	period	NOUN
fsr-4114	152	65	prior	prior	ADV
fsr-4114	152	66	-0.715	-0.715	NOUN
fsr-4114	152	67	*	*	SYM
fsr-4114	152	68	*	*	X
fsr-4114	152	69	0.35	0.35	NUM
fsr-4114	152	70	-0.722	-0.722	NOUN
fsr-4114	152	71	*	*	PUNCT
fsr-4114	152	72	*	*	NUM
fsr-4114	152	73	0.436	0.436	NUM
fsr-4114	152	74	-0.274	-0.274	SYM
fsr-4114	152	75	0.57	0.57	NUM
fsr-4114	152	76	-0.099	-0.099	NOUN
fsr-4114	152	77	0.78	0.78	NUM
fsr-4114	152	78	3	3	NUM
fsr-4114	152	79	periods	period	NOUN
fsr-4114	152	80	prior	prior	ADV
fsr-4114	152	81	0.561	0.561	NUM
fsr-4114	152	82	0.345	0.345	NUM
fsr-4114	152	83	-0.203	-0.203	NUM
fsr-4114	152	84	0.432	0.432	NUM
fsr-4114	152	85	0.245	0.245	NUM
fsr-4114	152	86	0.891	0.891	NUM
fsr-4114	152	87	0.654	0.654	NUM
fsr-4114	152	88	1.150	1.150	NUM
fsr-4114	152	89	2	2	NUM
fsr-4114	152	90	periods	period	NOUN
fsr-4114	152	91	prior	prior	ADV
fsr-4114	152	92	-0.110	-0.110	NOUN
fsr-4114	152	93	0.335	0.335	NUM
fsr-4114	152	94	0.168	0.168	NUM
fsr-4114	152	95	0.459	0.459	NUM
fsr-4114	152	96	0.493	0.493	NUM
fsr-4114	152	97	0.57	0.57	NUM
fsr-4114	152	98	0.606	0.606	NUM
fsr-4114	152	99	0.843	0.843	NUM
fsr-4114	152	100	1	1	NUM
fsr-4114	152	101	period	period	NOUN
fsr-4114	152	102	prior	prior	ADV
fsr-4114	152	103	-0.442	-0.442	NUM
fsr-4114	152	104	0.364	0.364	NUM
fsr-4114	152	105	-0.507	-0.507	NUM
fsr-4114	152	106	0.488	0.488	NUM
fsr-4114	152	107	0.508	0.508	NUM
fsr-4114	152	108	0.68	0.68	NUM
fsr-4114	152	109	-0.545	-0.545	NUM
fsr-4114	152	110	0.54	0.54	NUM
fsr-4114	152	111	1	1	NUM
fsr-4114	152	112	year	year	NOUN
fsr-4114	152	113	after	after	ADP
fsr-4114	152	114	-0.732	-0.732	X
fsr-4114	152	115	0.463	0.463	NUM
fsr-4114	152	116	-0.805	-0.805	NOUN
fsr-4114	152	117	*	*	PROPN
fsr-4114	152	118	0.469	0.469	NUM
fsr-4114	152	119	-0.152	-0.152	NUM
fsr-4114	152	120	0.574	0.574	NUM
fsr-4114	152	121	-1.033	-1.033	NOUN
fsr-4114	152	122	*	*	PUNCT
fsr-4114	152	123	*	*	PUNCT
fsr-4114	152	124	*	*	NOUN
fsr-4114	152	125	0.61	0.61	NUM
fsr-4114	152	126	2	2	NUM
fsr-4114	152	127	years	year	NOUN
fsr-4114	152	128	after	after	ADP
fsr-4114	152	129	-0.893	-0.893	X
fsr-4114	152	130	*	*	X
fsr-4114	152	131	0.503	0.503	NUM
fsr-4114	152	132	-1.286	-1.286	NOUN
fsr-4114	152	133	*	*	NUM
fsr-4114	152	134	0.704	0.704	NUM
fsr-4114	152	135	-1.925	-1.925	PUNCT
fsr-4114	152	136	*	*	PUNCT
fsr-4114	152	137	1.170	1.170	NUM
fsr-4114	152	138	-3.228	-3.228	PROPN
fsr-4114	152	139	*	*	PROPN
fsr-4114	152	140	*	*	PROPN
fsr-4114	152	141	1.517	1.517	NUM
fsr-4114	152	142	3	3	NUM
fsr-4114	152	143	years	year	NOUN
fsr-4114	152	144	after	after	ADP
fsr-4114	152	145	-0.731	-0.731	PUNCT
fsr-4114	152	146	0.587	0.587	NUM
fsr-4114	152	147	-1.060	-1.060	NOUN
fsr-4114	152	148	0.858	0.858	NUM
fsr-4114	152	149	-1.851	-1.851	NOUN
fsr-4114	152	150	1.378	1.378	NUM
fsr-4114	152	151	-3.187	-3.187	SYM
fsr-4114	152	152	*	*	NOUN
fsr-4114	152	153	1.839	1.839	NUM
fsr-4114	152	154	4	4	NUM
fsr-4114	152	155	years	year	NOUN
fsr-4114	152	156	after	after	ADP
fsr-4114	152	157	-1.157	-1.157	NOUN
fsr-4114	152	158	0.794	0.794	NUM
fsr-4114	152	159	-1.376	-1.376	PROPN
fsr-4114	152	160	1.014	1.014	NUM
fsr-4114	152	161	-2.931	-2.931	PROPN
fsr-4114	152	162	*	*	NUM
fsr-4114	152	163	1.765	1.765	NUM
fsr-4114	152	164	-4.263	-4.263	SYM
fsr-4114	152	165	*	*	NUM
fsr-4114	152	166	2.177	2.177	NUM
fsr-4114	152	167	5	5	NUM
fsr-4114	152	168	years	year	NOUN
fsr-4114	152	169	or	or	CCONJ
fsr-4114	152	170	more	more	ADJ
fsr-4114	152	171	after	after	ADP
fsr-4114	152	172	-0.995	-0.995	ADV
fsr-4114	152	173	0.742	0.742	NUM
fsr-4114	152	174	-1.253	-1.253	PUNCT
fsr-4114	152	175	0.901	0.901	NUM
fsr-4114	152	176	-3.262	-3.262	NOUN
fsr-4114	152	177	*	*	PUNCT
fsr-4114	152	178	*	*	X
fsr-4114	152	179	1.502	1.502	NUM
fsr-4114	152	180	-4.725	-4.725	NOUN
fsr-4114	152	181	*	*	X
fsr-4114	152	182	*	*	X
fsr-4114	152	183	1.858	1.858	NUM
fsr-4114	152	184	obs	ob	NOUN
fsr-4114	152	185	.	.	PUNCT
fsr-4114	153	1	5,322	5,322	NUM
fsr-4114	153	2	3,624	3,624	NUM
fsr-4114	153	3	5,322	5,322	NUM
fsr-4114	153	4	3,624	3,624	NUM
fsr-4114	153	5	e	e	NOUN
fsr-4114	153	6	(	(	PUNCT
fsr-4114	153	7	e2	e2	PROPN
fsr-4114	153	8	-	-	PUNCT
fsr-4114	153	9	a	a	NOUN
fsr-4114	153	10	)	)	PUNCT
fsr-4114	153	11	0.749	0.749	NUM
fsr-4114	153	12	0.774	0.774	NUM
fsr-4114	153	13	0.793	0.793	NUM
fsr-4114	153	14	0.812	0.812	NUM
fsr-4114	153	15	e	e	X
fsr-4114	153	16	(	(	PUNCT
fsr-4114	153	17	df	df	PROPN
fsr-4114	153	18	-	-	PUNCT
fsr-4114	153	19	a	a	NOUN
fsr-4114	153	20	)	)	PUNCT
fsr-4114	153	21	377	377	NUM
fsr-4114	153	22	370	370	NUM
fsr-4114	153	23	377	377	NUM
fsr-4114	153	24	370	370	NUM
fsr-4114	153	25	note	note	NOUN
fsr-4114	153	26	:	:	PUNCT
fsr-4114	153	27	*	*	PUNCT
fsr-4114	153	28	p	p	X
fsr-4114	153	29	<	<	X
fsr-4114	153	30	0.05	0.05	NUM
fsr-4114	153	31	;	;	PUNCT
fsr-4114	153	32	*	*	PUNCT
fsr-4114	153	33	*	*	PUNCT
fsr-4114	153	34	p	p	X
fsr-4114	153	35	<	<	X
fsr-4114	153	36	0.01	0.01	NUM
fsr-4114	153	37	;	;	PUNCT
fsr-4114	153	38	*	*	PUNCT
fsr-4114	153	39	*	*	PUNCT
fsr-4114	153	40	*	*	PUNCT
fsr-4114	153	41	p	p	X
fsr-4114	153	42	<	<	X
fsr-4114	153	43	0.001	0.001	NUM
fsr-4114	153	44	.	.	PUNCT
fsr-4114	154	1	all	all	DET
fsr-4114	154	2	specifications	specification	NOUN
fsr-4114	154	3	include	include	VERB
fsr-4114	154	4	msa	msa	PROPN
fsr-4114	154	5	-	-	PUNCT
fsr-4114	154	6	fixed	fix	VERB
fsr-4114	154	7	effects	effect	NOUN
fsr-4114	154	8	and	and	CCONJ
fsr-4114	154	9	time	time	NOUN
fsr-4114	154	10	-	-	PUNCT
fsr-4114	154	11	fixed	fix	VERB
fsr-4114	154	12	effects	effect	NOUN
fsr-4114	154	13	.	.	PUNCT
fsr-4114	155	1	robust	robust	ADJ
fsr-4114	155	2	standard	standard	ADJ
fsr-4114	155	3	errors	error	NOUN
fsr-4114	155	4	are	be	AUX
fsr-4114	155	5	provided	provide	VERB
fsr-4114	155	6	in	in	ADP
fsr-4114	155	7	separate	separate	ADJ
fsr-4114	155	8	columns	column	NOUN
fsr-4114	155	9	.	.	PUNCT
fsr-4114	156	1	to	to	PART
fsr-4114	156	2	further	far	ADV
fsr-4114	156	3	support	support	VERB
fsr-4114	156	4	the	the	DET
fsr-4114	156	5	robustness	robustness	NOUN
fsr-4114	156	6	of	of	ADP
fsr-4114	156	7	our	our	PRON
fsr-4114	156	8	analysis	analysis	NOUN
fsr-4114	156	9	and	and	CCONJ
fsr-4114	156	10	incorporate	incorporate	VERB
fsr-4114	156	11	additional	additional	ADJ
fsr-4114	156	12	control	control	NOUN
fsr-4114	156	13	variables	variable	NOUN
fsr-4114	156	14	,	,	PUNCT
fsr-4114	156	15	we	we	PRON
fsr-4114	156	16	accessed	access	VERB
fsr-4114	156	17	cps	cps	PROPN
fsr-4114	156	18	data	datum	NOUN
fsr-4114	156	19	spanning	span	VERB
fsr-4114	156	20	from	from	ADP
fsr-4114	156	21	1995	1995	NUM
fsr-4114	156	22	to	to	ADP
fsr-4114	156	23	2006	2006	NUM
fsr-4114	156	24	via	via	ADP
fsr-4114	156	25	ipums	ipum	NOUN
fsr-4114	156	26	cps	cps	PROPN
fsr-4114	156	27	(	(	PUNCT
fsr-4114	156	28	flood	flood	NOUN
fsr-4114	156	29	et	et	PROPN
fsr-4114	156	30	al	al	PROPN
fsr-4114	156	31	.	.	PROPN
fsr-4114	156	32	,	,	PUNCT
fsr-4114	156	33	2023	2023	NUM
fsr-4114	156	34	)	)	PUNCT
fsr-4114	156	35	.	.	PUNCT
fsr-4114	157	1	we	we	PRON
fsr-4114	157	2	subsequently	subsequently	ADV
fsr-4114	157	3	aggregated	aggregate	VERB
fsr-4114	157	4	the	the	DET
fsr-4114	157	5	control	control	NOUN
fsr-4114	157	6	variables	variable	NOUN
fsr-4114	157	7	at	at	ADP
fsr-4114	157	8	the	the	DET
fsr-4114	157	9	msa	msa	PROPN
fsr-4114	157	10	level	level	NOUN
fsr-4114	157	11	by	by	ADP
fsr-4114	157	12	aggregating	aggregate	VERB
fsr-4114	157	13	the	the	DET
fsr-4114	157	14	data	data	NOUN
fsr-4114	157	15	utilizing	utilize	VERB
fsr-4114	157	16	bureau	bureau	PROPN
fsr-4114	157	17	of	of	ADP
fsr-4114	157	18	labor	labor	PROPN
fsr-4114	157	19	statistics	statistic	NOUN
fsr-4114	157	20	delineation	delineation	NOUN
fsr-4114	157	21	files	file	NOUN
fsr-4114	157	22	(	(	PUNCT
fsr-4114	157	23	u.s	u.s	PROPN
fsr-4114	157	24	.	.	PROPN
fsr-4114	157	25	census	census	PROPN
fsr-4114	157	26	bureau	bureau	PROPN
fsr-4114	157	27	,	,	PUNCT
fsr-4114	157	28	2023	2023	NUM
fsr-4114	157	29	)	)	PUNCT
fsr-4114	157	30	.	.	PUNCT
fsr-4114	158	1	the	the	DET
fsr-4114	158	2	empirical	empirical	ADJ
fsr-4114	158	3	results	result	NOUN
fsr-4114	158	4	were	be	AUX
fsr-4114	158	5	not	not	PART
fsr-4114	158	6	affected	affect	VERB
fsr-4114	158	7	by	by	ADP
fsr-4114	158	8	this	this	DET
fsr-4114	158	9	adjustment	adjustment	NOUN
fsr-4114	158	10	.	.	PUNCT
fsr-4114	159	1	these	these	DET
fsr-4114	159	2	additional	additional	ADJ
fsr-4114	159	3	results	result	NOUN
fsr-4114	159	4	are	be	AUX
fsr-4114	159	5	available	available	ADJ
fsr-4114	159	6	upon	upon	SCONJ
fsr-4114	159	7	request	request	NOUN
fsr-4114	159	8	.	.	PUNCT
fsr-4114	160	1	robustness	robustness	NOUN
fsr-4114	160	2	checks	check	NOUN
fsr-4114	160	3	in	in	ADP
fsr-4114	160	4	table	table	NOUN
fsr-4114	160	5	5	5	NUM
fsr-4114	160	6	,	,	PUNCT
fsr-4114	160	7	we	we	PRON
fsr-4114	160	8	conducted	conduct	VERB
fsr-4114	160	9	a	a	DET
fsr-4114	160	10	series	series	NOUN
fsr-4114	160	11	of	of	ADP
fsr-4114	160	12	robustness	robustness	NOUN
fsr-4114	160	13	checks	check	NOUN
fsr-4114	160	14	to	to	PART
fsr-4114	160	15	examine	examine	VERB
fsr-4114	160	16	the	the	DET
fsr-4114	160	17	lagged	lag	VERB
fsr-4114	160	18	effects	effect	NOUN
fsr-4114	160	19	of	of	ADP
fsr-4114	160	20	craigslist	craigslist	NOUN
fsr-4114	160	21	entry	entry	NOUN
fsr-4114	160	22	on	on	ADP
fsr-4114	160	23	fraud	fraud	NOUN
fsr-4114	160	24	arrests	arrest	NOUN
fsr-4114	160	25	.	.	PUNCT
fsr-4114	161	1	these	these	DET
fsr-4114	161	2	checks	check	NOUN
fsr-4114	161	3	aimed	aim	VERB
fsr-4114	161	4	to	to	PART
fsr-4114	161	5	investigate	investigate	VERB
fsr-4114	161	6	whether	whether	SCONJ
fsr-4114	161	7	the	the	DET
fsr-4114	161	8	introduction	introduction	NOUN
fsr-4114	161	9	of	of	ADP
fsr-4114	161	10	craigslist	craigslist	NOUN
fsr-4114	161	11	in	in	ADP
fsr-4114	161	12	prior	prior	ADJ
fsr-4114	161	13	years	year	NOUN
fsr-4114	161	14	had	have	VERB
fsr-4114	161	15	any	any	DET
fsr-4114	161	16	significant	significant	ADJ
fsr-4114	161	17	influence	influence	NOUN
fsr-4114	161	18	on	on	ADP
fsr-4114	161	19	subsequent	subsequent	ADJ
fsr-4114	161	20	fraud	fraud	NOUN
fsr-4114	161	21	arrest	arrest	NOUN
fsr-4114	161	22	rates	rate	NOUN
fsr-4114	161	23	.	.	PUNCT
fsr-4114	162	1	the	the	DET
fsr-4114	162	2	table	table	NOUN
fsr-4114	162	3	provides	provide	VERB
fsr-4114	162	4	results	result	NOUN
fsr-4114	162	5	for	for	ADP
fsr-4114	162	6	different	different	ADJ
fsr-4114	162	7	time	time	NOUN
fsr-4114	162	8	lags	lag	NOUN
fsr-4114	162	9	,	,	PUNCT
fsr-4114	162	10	ranging	range	VERB
fsr-4114	162	11	from	from	ADP
fsr-4114	162	12	one	one	NUM
fsr-4114	162	13	to	to	ADP
fsr-4114	162	14	three	three	NUM
fsr-4114	162	15	years	year	NOUN
fsr-4114	162	16	,	,	PUNCT
fsr-4114	162	17	and	and	CCONJ
fsr-4114	162	18	incorporates	incorporate	VERB
fsr-4114	162	19	controls	control	NOUN
fsr-4114	162	20	for	for	ADP
fsr-4114	162	21	lagged	lag	VERB
fsr-4114	162	22	outcome	outcome	NOUN
fsr-4114	162	23	variables	variable	NOUN
fsr-4114	162	24	.	.	PUNCT
fsr-4114	163	1	more	more	ADV
fsr-4114	163	2	specifically	specifically	ADV
fsr-4114	163	3	,	,	PUNCT
fsr-4114	163	4	column	column	NOUN
fsr-4114	163	5	(	(	PUNCT
fsr-4114	163	6	1	1	X
fsr-4114	163	7	)	)	PUNCT
fsr-4114	163	8	used	use	VERB
fsr-4114	163	9	fraud	fraud	NOUN
fsr-4114	163	10	arrests	arrest	NOUN
fsr-4114	163	11	forwarded	forward	VERB
fsr-4114	163	12	by	by	ADP
fsr-4114	163	13	one	one	NUM
fsr-4114	163	14	year	year	NOUN
fsr-4114	163	15	regressed	regress	VERB
fsr-4114	163	16	on	on	ADP
fsr-4114	163	17	craigslist	craigslist	NOUN
fsr-4114	163	18	entry	entry	NOUN
fsr-4114	163	19	using	use	VERB
fsr-4114	163	20	the	the	DET
fsr-4114	163	21	full	full	ADJ
fsr-4114	163	22	sample	sample	NOUN
fsr-4114	163	23	results	result	NOUN
fsr-4114	163	24	.	.	PUNCT
fsr-4114	164	1	for	for	ADP
fsr-4114	164	2	example	example	NOUN
fsr-4114	164	3	,	,	PUNCT
fsr-4114	164	4	instead	instead	ADV
fsr-4114	164	5	of	of	ADP
fsr-4114	164	6	using	use	VERB
fsr-4114	164	7	fraud	fraud	NOUN
fsr-4114	164	8	arrests	arrest	NOUN
fsr-4114	164	9	in	in	ADP
fsr-4114	164	10	2000	2000	NUM
fsr-4114	164	11	,	,	PUNCT
fsr-4114	164	12	we	we	PRON
fsr-4114	164	13	used	use	VERB
fsr-4114	164	14	fraud	fraud	NOUN
fsr-4114	164	15	arrests	arrest	NOUN
fsr-4114	164	16	in	in	ADP
fsr-4114	164	17	2001	2001	NUM
fsr-4114	164	18	.	.	PUNCT
fsr-4114	165	1	column	column	NOUN
fsr-4114	165	2	(	(	PUNCT
fsr-4114	165	3	2	2	X
fsr-4114	165	4	)	)	PUNCT
fsr-4114	165	5	used	use	VERB
fsr-4114	165	6	fraud	fraud	NOUN
fsr-4114	165	7	arrests	arrest	NOUN
fsr-4114	165	8	forwarded	forward	VERB
fsr-4114	165	9	by	by	ADP
fsr-4114	165	10	2	2	NUM
fsr-4114	165	11	years	year	NOUN
fsr-4114	165	12	,	,	PUNCT
fsr-4114	165	13	and	and	CCONJ
fsr-4114	165	14	column	column	NOUN
fsr-4114	165	15	(	(	PUNCT
fsr-4114	165	16	3	3	X
fsr-4114	165	17	)	)	PUNCT
fsr-4114	165	18	used	use	VERB
fsr-4114	165	19	fraud	fraud	NOUN
fsr-4114	165	20	arrests	arrest	NOUN
fsr-4114	165	21	forwarded	forward	VERB
fsr-4114	165	22	by	by	ADP
fsr-4114	165	23	3	3	NUM
fsr-4114	165	24	years	year	NOUN
fsr-4114	165	25	.	.	PUNCT
fsr-4114	166	1	the	the	DET
fsr-4114	166	2	estimates	estimate	NOUN
fsr-4114	166	3	in	in	ADP
fsr-4114	166	4	all	all	DET
fsr-4114	166	5	three	three	NUM
fsr-4114	166	6	columns	column	NOUN
fsr-4114	166	7	were	be	AUX
fsr-4114	166	8	negative	negative	ADJ
fsr-4114	166	9	and	and	CCONJ
fsr-4114	166	10	significant	significant	ADJ
fsr-4114	166	11	,	,	PUNCT
fsr-4114	166	12	indicating	indicate	VERB
fsr-4114	166	13	that	that	SCONJ
fsr-4114	166	14	craigslist	craigslist	NOUN
fsr-4114	166	15	entry	entry	NOUN
fsr-4114	166	16	in	in	ADP
fsr-4114	166	17	prior	prior	ADJ
fsr-4114	166	18	years	year	NOUN
fsr-4114	166	19	had	have	VERB
fsr-4114	166	20	a	a	DET
fsr-4114	166	21	negative	negative	ADJ
fsr-4114	166	22	impact	impact	NOUN
fsr-4114	166	23	on	on	ADP
fsr-4114	166	24	fraud	fraud	NOUN
fsr-4114	166	25	arrests	arrest	NOUN
fsr-4114	166	26	.	.	PUNCT
fsr-4114	167	1	columns	column	NOUN
fsr-4114	167	2	(	(	PUNCT
fsr-4114	167	3	4	4	NUM
fsr-4114	167	4	)	)	PUNCT
fsr-4114	167	5	,	,	PUNCT
fsr-4114	167	6	(	(	PUNCT
fsr-4114	167	7	5	5	NUM
fsr-4114	167	8	)	)	PUNCT
fsr-4114	167	9	,	,	PUNCT
fsr-4114	167	10	and	and	CCONJ
fsr-4114	167	11	(	(	PUNCT
fsr-4114	167	12	6	6	X
fsr-4114	167	13	)	)	PUNCT
fsr-4114	167	14	added	add	VERB
fsr-4114	167	15	controls	control	NOUN
fsr-4114	167	16	for	for	ADP
fsr-4114	167	17	the	the	DET
fsr-4114	167	18	lagged	lag	VERB
fsr-4114	167	19	outcome	outcome	NOUN
fsr-4114	167	20	variable	variable	NOUN
fsr-4114	167	21	.	.	PUNCT
fsr-4114	168	1	for	for	ADP
fsr-4114	168	2	example	example	NOUN
fsr-4114	168	3	,	,	PUNCT
fsr-4114	168	4	column	column	NOUN
fsr-4114	168	5	(	(	PUNCT
fsr-4114	168	6	4	4	NUM
fsr-4114	168	7	)	)	PUNCT
fsr-4114	168	8	added	add	VERB
fsr-4114	168	9	an	an	DET
fsr-4114	168	10	additional	additional	ADJ
fsr-4114	168	11	control	control	NOUN
fsr-4114	168	12	for	for	ADP
fsr-4114	168	13	the	the	DET
fsr-4114	168	14	fraud	fraud	NOUN
fsr-4114	168	15	arrests	arrest	NOUN
fsr-4114	168	16	in	in	ADP
fsr-4114	168	17	a	a	DET
fsr-4114	168	18	prior	prior	ADJ
fsr-4114	168	19	year	year	NOUN
fsr-4114	168	20	(	(	PUNCT
fsr-4114	168	21	i.e.	i.e.	X
fsr-4114	168	22	,	,	PUNCT
fsr-4114	168	23	if	if	SCONJ
fsr-4114	168	24	the	the	DET
fsr-4114	168	25	dependent	dependent	ADJ
fsr-4114	168	26	variable	variable	NOUN
fsr-4114	168	27	was	be	AUX
fsr-4114	168	28	fraud	fraud	NOUN
fsr-4114	168	29	arrests	arrest	NOUN
fsr-4114	168	30	in	in	ADP
fsr-4114	168	31	2000	2000	NUM
fsr-4114	168	32	,	,	PUNCT
fsr-4114	168	33	the	the	DET
fsr-4114	168	34	lagged	lag	VERB
fsr-4114	168	35	variable	variable	NOUN
fsr-4114	168	36	was	be	AUX
fsr-4114	168	37	fraud	fraud	NOUN
fsr-4114	168	38	arrests	arrest	NOUN
fsr-4114	168	39	in	in	ADP
fsr-4114	168	40	1999	1999	NUM
fsr-4114	168	41	)	)	PUNCT
fsr-4114	168	42	.	.	PUNCT
fsr-4114	169	1	the	the	DET
fsr-4114	169	2	estimates	estimate	NOUN
fsr-4114	169	3	remained	remain	VERB
fsr-4114	169	4	consistently	consistently	ADV
fsr-4114	169	5	negative	negative	ADJ
fsr-4114	169	6	and	and	CCONJ
fsr-4114	169	7	statistically	statistically	ADV
fsr-4114	169	8	significant	significant	ADJ
fsr-4114	169	9	in	in	ADP
fsr-4114	169	10	these	these	DET
fsr-4114	169	11	columns	column	NOUN
fsr-4114	169	12	,	,	PUNCT
fsr-4114	169	13	except	except	SCONJ
fsr-4114	169	14	antonoudi	antonoudi	PROPN
fsr-4114	169	15	et	et	PROPN
fsr-4114	169	16	al	al	PROPN
fsr-4114	169	17	.	.	PROPN
fsr-4114	169	18	129	129	NUM
fsr-4114	169	19	for	for	ADP
fsr-4114	169	20	the	the	DET
fsr-4114	169	21	last	last	ADJ
fsr-4114	169	22	column	column	NOUN
fsr-4114	169	23	,	,	PUNCT
fsr-4114	169	24	where	where	SCONJ
fsr-4114	169	25	statistical	statistical	ADJ
fsr-4114	169	26	significance	significance	NOUN
fsr-4114	169	27	was	be	AUX
fsr-4114	169	28	not	not	PART
fsr-4114	169	29	observed	observe	VERB
fsr-4114	169	30	.	.	PUNCT
fsr-4114	170	1	table	table	NOUN
fsr-4114	170	2	5	5	NUM
fsr-4114	170	3	.	.	PUNCT
fsr-4114	170	4	robustness	robustness	NOUN
fsr-4114	170	5	check	check	NOUN
fsr-4114	170	6	with	with	ADP
fsr-4114	170	7	lagged	lag	VERB
fsr-4114	170	8	effects	effect	NOUN
fsr-4114	170	9	post	post	VERB
fsr-4114	170	10	lag1	lag1	NOUN
fsr-4114	170	11	post	post	VERB
fsr-4114	170	12	lag	lag	VERB
fsr-4114	170	13	2	2	NUM
fsr-4114	170	14	post	post	NOUN
fsr-4114	170	15	lag	lag	VERB
fsr-4114	170	16	3	3	NUM
fsr-4114	170	17	(	(	PUNCT
fsr-4114	170	18	1	1	NUM
fsr-4114	170	19	)	)	PUNCT
fsr-4114	170	20	(	(	PUNCT
fsr-4114	170	21	2	2	NUM
fsr-4114	170	22	)	)	PUNCT
fsr-4114	170	23	(	(	PUNCT
fsr-4114	170	24	3	3	X
fsr-4114	170	25	)	)	PUNCT
fsr-4114	170	26	(	(	PUNCT
fsr-4114	170	27	4	4	NUM
fsr-4114	170	28	)	)	PUNCT
fsr-4114	170	29	(	(	PUNCT
fsr-4114	170	30	5	5	NUM
fsr-4114	170	31	)	)	PUNCT
fsr-4114	170	32	(	(	PUNCT
fsr-4114	170	33	6	6	NUM
fsr-4114	170	34	)	)	PUNCT
fsr-4114	170	35	b	b	PROPN
fsr-4114	170	36	se	se	PROPN
fsr-4114	170	37	b	b	PROPN
fsr-4114	170	38	b	b	PROPN
fsr-4114	170	39	se	se	PROPN
fsr-4114	170	40	b	b	PROPN
fsr-4114	170	41	b	b	PROPN
fsr-4114	170	42	se	se	PROPN
fsr-4114	170	43	b	b	PROPN
fsr-4114	170	44	craigslist	craigslist	NOUN
fsr-4114	170	45	(	(	PUNCT
fsr-4114	170	46	se	se	ADJ
fsr-4114	170	47	)	)	PUNCT
fsr-4114	170	48	-1.858	-1.858	NOUN
fsr-4114	170	49	*	*	PUNCT
fsr-4114	170	50	*	*	PUNCT
fsr-4114	170	51	*	*	PUNCT
fsr-4114	170	52	(	(	PUNCT
fsr-4114	170	53	0.707	0.707	NUM
fsr-4114	170	54	)	)	PUNCT
fsr-4114	170	55	-2.594	-2.594	NOUN
fsr-4114	170	56	*	*	PUNCT
fsr-4114	170	57	*	*	PUNCT
fsr-4114	170	58	*	*	PUNCT
fsr-4114	170	59	(	(	PUNCT
fsr-4114	170	60	0.788	0.788	NUM
fsr-4114	170	61	)	)	PUNCT
fsr-4114	170	62	-1.985	-1.985	PUNCT
fsr-4114	171	1	*	*	PUNCT
fsr-4114	171	2	*	*	PUNCT
fsr-4114	171	3	(	(	PUNCT
fsr-4114	171	4	0.788	0.788	NUM
fsr-4114	171	5	)	)	PUNCT
fsr-4114	171	6	-1.149	-1.149	PUNCT
fsr-4114	172	1	*	*	PUNCT
fsr-4114	172	2	*	*	PUNCT
fsr-4114	172	3	(	(	PUNCT
fsr-4114	172	4	0.547	0.547	NUM
fsr-4114	172	5	)	)	PUNCT
fsr-4114	172	6	-1.292	-1.292	PUNCT
fsr-4114	172	7	*	*	VERB
fsr-4114	172	8	*	*	PUNCT
fsr-4114	172	9	(	(	PUNCT
fsr-4114	172	10	0.553	0.553	NUM
fsr-4114	172	11	)	)	PUNCT
fsr-4114	172	12	-0.220	-0.220	ADP
fsr-4114	172	13	(	(	PUNCT
fsr-4114	172	14	0.519	0.519	NUM
fsr-4114	172	15	)	)	PUNCT
fsr-4114	172	16	fraud	fraud	NOUN
fsr-4114	172	17	arrests	arrest	NOUN
fsr-4114	172	18	(	(	PUNCT
fsr-4114	172	19	se	se	X
fsr-4114	172	20	)	)	PUNCT
fsr-4114	172	21	0.602	0.602	NUM
fsr-4114	172	22	*	*	SYM
fsr-4114	172	23	(	(	PUNCT
fsr-4114	172	24	0.037	0.037	NUM
fsr-4114	172	25	)	)	PUNCT
fsr-4114	172	26	post	post	NOUN
fsr-4114	172	27	lag	lag	VERB
fsr-4114	172	28	1	1	NUM
fsr-4114	172	29	(	(	PUNCT
fsr-4114	172	30	se	se	X
fsr-4114	172	31	)	)	PUNCT
fsr-4114	172	32	0.701	0.701	NUM
fsr-4114	172	33	*	*	PUNCT
fsr-4114	172	34	*	*	PUNCT
fsr-4114	172	35	*	*	PUNCT
fsr-4114	172	36	(	(	PUNCT
fsr-4114	172	37	0.046	0.046	NUM
fsr-4114	172	38	)	)	PUNCT
fsr-4114	172	39	post	post	NOUN
fsr-4114	172	40	lag	lag	VERB
fsr-4114	172	41	2	2	NUM
fsr-4114	172	42	(	(	PUNCT
fsr-4114	172	43	se	se	X
fsr-4114	172	44	)	)	PUNCT
fsr-4114	172	45	0.68	0.68	NUM
fsr-4114	172	46	*	*	PUNCT
fsr-4114	172	47	*	*	PUNCT
fsr-4114	172	48	*	*	PUNCT
fsr-4114	172	49	(	(	PUNCT
fsr-4114	172	50	0.04	0.04	NUM
fsr-4114	172	51	)	)	PUNCT
fsr-4114	172	52	post	post	NOUN
fsr-4114	172	53	lag	lag	VERB
fsr-4114	172	54	3	3	NUM
fsr-4114	172	55	obs	ob	NOUN
fsr-4114	172	56	.	.	PUNCT
fsr-4114	173	1	5,321	5,321	NUM
fsr-4114	173	2	5,320	5,320	NUM
fsr-4114	173	3	5,319	5,319	NUM
fsr-4114	173	4	5,321	5,321	NUM
fsr-4114	173	5	5,320	5,320	NUM
fsr-4114	173	6	5,319	5,319	NUM
fsr-4114	173	7	e	e	NOUN
fsr-4114	173	8	(	(	PUNCT
fsr-4114	173	9	e2	e2	PROPN
fsr-4114	173	10	-	-	PUNCT
fsr-4114	173	11	a	a	NOUN
fsr-4114	173	12	)	)	PUNCT
fsr-4114	173	13	0.665	0.665	NUM
fsr-4114	173	14	0.573	0.573	NUM
fsr-4114	173	15	0.518	0.518	NUM
fsr-4114	173	16	0.737	0.737	NUM
fsr-4114	173	17	0.729	0.729	NUM
fsr-4114	173	18	0.715	0.715	NUM
fsr-4114	173	19	e	e	X
fsr-4114	173	20	(	(	PUNCT
fsr-4114	173	21	df	df	PROPN
fsr-4114	173	22	-	-	PUNCT
fsr-4114	173	23	a	a	NOUN
fsr-4114	173	24	)	)	PUNCT
fsr-4114	173	25	377	377	NUM
fsr-4114	173	26	377	377	NUM
fsr-4114	173	27	377	377	NUM
fsr-4114	173	28	377	377	NUM
fsr-4114	173	29	377	377	NUM
fsr-4114	173	30	377	377	NUM
fsr-4114	173	31	note	note	NOUN
fsr-4114	173	32	:	:	PUNCT
fsr-4114	173	33	*	*	PUNCT
fsr-4114	173	34	p	p	X
fsr-4114	173	35	<	<	X
fsr-4114	173	36	0.05	0.05	NUM
fsr-4114	173	37	;	;	PUNCT
fsr-4114	173	38	*	*	PUNCT
fsr-4114	173	39	*	*	PUNCT
fsr-4114	173	40	p	p	X
fsr-4114	173	41	<	<	X
fsr-4114	173	42	0.01	0.01	NUM
fsr-4114	173	43	;	;	PUNCT
fsr-4114	173	44	*	*	PUNCT
fsr-4114	173	45	*	*	PUNCT
fsr-4114	173	46	*	*	PUNCT
fsr-4114	173	47	p	p	X
fsr-4114	173	48	<	<	X
fsr-4114	173	49	0.001	0.001	NUM
fsr-4114	173	50	.	.	PUNCT
fsr-4114	174	1	all	all	DET
fsr-4114	174	2	specifications	specification	NOUN
fsr-4114	174	3	include	include	VERB
fsr-4114	174	4	msa	msa	PROPN
fsr-4114	174	5	-	-	PUNCT
fsr-4114	174	6	fixed	fix	VERB
fsr-4114	174	7	effects	effect	NOUN
fsr-4114	174	8	and	and	CCONJ
fsr-4114	174	9	time	time	NOUN
fsr-4114	174	10	-	-	PUNCT
fsr-4114	174	11	fixed	fix	VERB
fsr-4114	174	12	effects	effect	NOUN
fsr-4114	174	13	.	.	PUNCT
fsr-4114	175	1	robust	robust	ADJ
fsr-4114	175	2	standard	standard	ADJ
fsr-4114	175	3	errors	error	NOUN
fsr-4114	175	4	are	be	AUX
fsr-4114	175	5	provided	provide	VERB
fsr-4114	175	6	in	in	ADP
fsr-4114	175	7	brackets	bracket	NOUN
fsr-4114	175	8	in	in	ADP
fsr-4114	175	9	separate	separate	ADJ
fsr-4114	175	10	rows	row	NOUN
fsr-4114	175	11	.	.	PUNCT
fsr-4114	176	1	to	to	PART
fsr-4114	176	2	further	far	ADV
fsr-4114	176	3	assess	assess	VERB
fsr-4114	176	4	the	the	DET
fsr-4114	176	5	robustness	robustness	NOUN
fsr-4114	176	6	of	of	ADP
fsr-4114	176	7	our	our	PRON
fsr-4114	176	8	findings	finding	NOUN
fsr-4114	176	9	,	,	PUNCT
fsr-4114	176	10	we	we	PRON
fsr-4114	176	11	conducted	conduct	VERB
fsr-4114	176	12	several	several	ADJ
fsr-4114	176	13	additional	additional	ADJ
fsr-4114	176	14	checks	check	NOUN
fsr-4114	176	15	.	.	PUNCT
fsr-4114	177	1	these	these	PRON
fsr-4114	177	2	included	include	VERB
fsr-4114	177	3	models	model	NOUN
fsr-4114	177	4	interacting	interact	VERB
fsr-4114	177	5	craigslist	craigslist	NOUN
fsr-4114	177	6	’s	’s	PART
fsr-4114	177	7	presence	presence	NOUN
fsr-4114	177	8	with	with	ADP
fsr-4114	177	9	poverty	poverty	NOUN
fsr-4114	177	10	and	and	CCONJ
fsr-4114	177	11	income	income	NOUN
fsr-4114	177	12	levels	level	NOUN
fsr-4114	177	13	,	,	PUNCT
fsr-4114	177	14	specifications	specification	NOUN
fsr-4114	177	15	using	use	VERB
fsr-4114	177	16	different	different	ADJ
fsr-4114	177	17	sample	sample	NOUN
fsr-4114	177	18	restrictions	restriction	NOUN
fsr-4114	177	19	,	,	PUNCT
fsr-4114	177	20	and	and	CCONJ
fsr-4114	177	21	estimators	estimator	NOUN
fsr-4114	177	22	robust	robust	ADJ
fsr-4114	177	23	to	to	ADP
fsr-4114	177	24	staggered	stagger	VERB
fsr-4114	177	25	treatment	treatment	NOUN
fsr-4114	177	26	timing	timing	NOUN
fsr-4114	177	27	,	,	PUNCT
fsr-4114	177	28	such	such	ADJ
fsr-4114	177	29	as	as	ADP
fsr-4114	177	30	the	the	DET
fsr-4114	177	31	callaway	callaway	NOUN
fsr-4114	177	32	and	and	CCONJ
fsr-4114	177	33	sant’anna	sant’anna	NOUN
fsr-4114	177	34	(	(	PUNCT
fsr-4114	177	35	2021	2021	NUM
fsr-4114	177	36	)	)	PUNCT
fsr-4114	177	37	approach	approach	NOUN
fsr-4114	177	38	.	.	PUNCT
fsr-4114	178	1	because	because	SCONJ
fsr-4114	178	2	this	this	DET
fsr-4114	178	3	method	method	NOUN
fsr-4114	178	4	requires	require	VERB
fsr-4114	178	5	a	a	DET
fsr-4114	178	6	balanced	balanced	ADJ
fsr-4114	178	7	panel	panel	NOUN
fsr-4114	178	8	,	,	PUNCT
fsr-4114	178	9	we	we	PRON
fsr-4114	178	10	restricted	restrict	VERB
fsr-4114	178	11	the	the	DET
fsr-4114	178	12	analysis	analysis	NOUN
fsr-4114	178	13	to	to	ADP
fsr-4114	178	14	msas	msa	NOUN
fsr-4114	178	15	with	with	ADP
fsr-4114	178	16	complete	complete	ADJ
fsr-4114	178	17	data	datum	NOUN
fsr-4114	178	18	across	across	ADP
fsr-4114	178	19	all	all	DET
fsr-4114	178	20	years	year	NOUN
fsr-4114	178	21	.	.	PUNCT
fsr-4114	179	1	across	across	ADP
fsr-4114	179	2	all	all	DET
fsr-4114	179	3	tests	test	NOUN
fsr-4114	179	4	,	,	PUNCT
fsr-4114	179	5	the	the	DET
fsr-4114	179	6	results	result	NOUN
fsr-4114	179	7	consistently	consistently	ADV
fsr-4114	179	8	supported	support	VERB
fsr-4114	179	9	the	the	DET
fsr-4114	179	10	main	main	ADJ
fsr-4114	179	11	conclusion	conclusion	NOUN
fsr-4114	179	12	:	:	PUNCT
fsr-4114	179	13	craigslist	craigslist	NOUN
fsr-4114	179	14	’s	’s	PART
fsr-4114	179	15	entry	entry	NOUN
fsr-4114	179	16	was	be	AUX
fsr-4114	179	17	associated	associate	VERB
fsr-4114	179	18	with	with	ADP
fsr-4114	179	19	a	a	DET
fsr-4114	179	20	statistically	statistically	ADV
fsr-4114	179	21	significant	significant	ADJ
fsr-4114	179	22	decline	decline	NOUN
fsr-4114	179	23	in	in	ADP
fsr-4114	179	24	fraud	fraud	NOUN
fsr-4114	179	25	arrests	arrest	NOUN
fsr-4114	179	26	.	.	PUNCT
fsr-4114	180	1	full	full	ADJ
fsr-4114	180	2	results	result	NOUN
fsr-4114	180	3	are	be	AUX
fsr-4114	180	4	available	available	ADJ
fsr-4114	180	5	upon	upon	SCONJ
fsr-4114	180	6	request	request	NOUN
fsr-4114	180	7	.	.	PUNCT
fsr-4114	181	1	discussion	discussion	NOUN
fsr-4114	181	2	and	and	CCONJ
fsr-4114	181	3	implications	implication	NOUN
fsr-4114	181	4	discussion	discussion	NOUN
fsr-4114	181	5	the	the	DET
fsr-4114	181	6	findings	finding	NOUN
fsr-4114	181	7	from	from	ADP
fsr-4114	181	8	this	this	DET
fsr-4114	181	9	study	study	NOUN
fsr-4114	181	10	consistently	consistently	ADV
fsr-4114	181	11	show	show	VERB
fsr-4114	181	12	a	a	DET
fsr-4114	181	13	negative	negative	ADJ
fsr-4114	181	14	relationship	relationship	NOUN
fsr-4114	181	15	between	between	ADP
fsr-4114	181	16	craigslist	craigslist	NOUN
fsr-4114	181	17	entry	entry	NOUN
fsr-4114	181	18	and	and	CCONJ
fsr-4114	181	19	fraud	fraud	NOUN
fsr-4114	181	20	arrest	arrest	NOUN
fsr-4114	181	21	rates	rate	NOUN
fsr-4114	181	22	.	.	PUNCT
fsr-4114	182	1	rather	rather	ADV
fsr-4114	182	2	than	than	ADP
fsr-4114	182	3	increasing	increase	VERB
fsr-4114	182	4	fraud	fraud	NOUN
fsr-4114	182	5	,	,	PUNCT
fsr-4114	182	6	craigslist	craigslist	NOUN
fsr-4114	182	7	’s	’s	PART
fsr-4114	182	8	presence	presence	NOUN
fsr-4114	182	9	may	may	AUX
fsr-4114	182	10	shape	shape	VERB
fsr-4114	182	11	detection	detection	NOUN
fsr-4114	182	12	processes	process	NOUN
fsr-4114	182	13	,	,	PUNCT
fsr-4114	182	14	reduce	reduce	VERB
fsr-4114	182	15	certain	certain	ADJ
fsr-4114	182	16	types	type	NOUN
fsr-4114	182	17	of	of	ADP
fsr-4114	182	18	fraud	fraud	NOUN
fsr-4114	182	19	,	,	PUNCT
fsr-4114	182	20	or	or	CCONJ
fsr-4114	182	21	shift	shift	VERB
fsr-4114	182	22	activity	activity	NOUN
fsr-4114	182	23	to	to	ADP
fsr-4114	182	24	environments	environment	NOUN
fsr-4114	182	25	where	where	SCONJ
fsr-4114	182	26	it	it	PRON
fsr-4114	182	27	is	be	AUX
fsr-4114	182	28	less	less	ADV
fsr-4114	182	29	likely	likely	ADJ
fsr-4114	182	30	to	to	PART
fsr-4114	182	31	result	result	VERB
fsr-4114	182	32	in	in	ADP
fsr-4114	182	33	arrest	arrest	NOUN
fsr-4114	182	34	.	.	PUNCT
fsr-4114	183	1	there	there	PRON
fsr-4114	183	2	are	be	VERB
fsr-4114	183	3	several	several	ADJ
fsr-4114	183	4	possible	possible	ADJ
fsr-4114	183	5	explanations	explanation	NOUN
fsr-4114	183	6	for	for	ADP
fsr-4114	183	7	this	this	DET
fsr-4114	183	8	outcome	outcome	NOUN
fsr-4114	183	9	.	.	PUNCT
fsr-4114	184	1	the	the	DET
fsr-4114	184	2	platform	platform	NOUN
fsr-4114	184	3	's	's	PART
fsr-4114	184	4	peer	peer	NOUN
fsr-4114	184	5	-	-	PUNCT
fsr-4114	184	6	to	to	ADP
fsr-4114	184	7	-	-	PUNCT
fsr-4114	184	8	peer	peer	NOUN
fsr-4114	184	9	model	model	NOUN
fsr-4114	184	10	may	may	AUX
fsr-4114	184	11	enhance	enhance	VERB
fsr-4114	184	12	transparency	transparency	NOUN
fsr-4114	184	13	,	,	PUNCT
fsr-4114	184	14	limit	limit	VERB
fsr-4114	184	15	third	third	ADJ
fsr-4114	184	16	-	-	PUNCT
fsr-4114	184	17	party	party	NOUN
fsr-4114	184	18	intermediaries	intermediary	NOUN
fsr-4114	184	19	,	,	PUNCT
fsr-4114	184	20	and	and	CCONJ
fsr-4114	184	21	increase	increase	VERB
fsr-4114	184	22	the	the	DET
fsr-4114	184	23	chance	chance	NOUN
fsr-4114	184	24	that	that	SCONJ
fsr-4114	184	25	users	user	NOUN
fsr-4114	184	26	identify	identify	VERB
fsr-4114	184	27	and	and	CCONJ
fsr-4114	184	28	flag	flag	VERB
fsr-4114	184	29	suspicious	suspicious	ADJ
fsr-4114	184	30	behavior	behavior	NOUN
fsr-4114	184	31	.	.	PUNCT
fsr-4114	185	1	even	even	ADV
fsr-4114	185	2	in	in	ADP
fsr-4114	185	3	largely	largely	ADV
fsr-4114	185	4	anonymous	anonymous	ADJ
fsr-4114	185	5	settings	setting	NOUN
fsr-4114	185	6	,	,	PUNCT
fsr-4114	185	7	digital	digital	ADJ
fsr-4114	185	8	trails	trail	NOUN
fsr-4114	185	9	—	—	PUNCT
fsr-4114	185	10	such	such	ADJ
fsr-4114	185	11	as	as	ADP
fsr-4114	185	12	emails	email	NOUN
fsr-4114	185	13	or	or	CCONJ
fsr-4114	185	14	ip	ip	NOUN
fsr-4114	185	15	addresses	address	NOUN
fsr-4114	185	16	—	—	PUNCT
fsr-4114	185	17	can	can	AUX
fsr-4114	185	18	deter	deter	VERB
fsr-4114	185	19	certain	certain	ADJ
fsr-4114	185	20	types	type	NOUN
fsr-4114	185	21	of	of	ADP
fsr-4114	185	22	fraud	fraud	NOUN
fsr-4114	185	23	by	by	ADP
fsr-4114	185	24	increasing	increase	VERB
fsr-4114	185	25	the	the	DET
fsr-4114	185	26	risk	risk	NOUN
fsr-4114	185	27	of	of	ADP
fsr-4114	185	28	detection	detection	NOUN
fsr-4114	185	29	.	.	PUNCT
fsr-4114	186	1	in	in	ADP
fsr-4114	186	2	addition	addition	NOUN
fsr-4114	186	3	,	,	PUNCT
fsr-4114	186	4	craigslist	craigslist	NOUN
fsr-4114	186	5	may	may	AUX
fsr-4114	186	6	displace	displace	VERB
fsr-4114	186	7	more	more	ADV
fsr-4114	186	8	misleading	misleading	ADJ
fsr-4114	186	9	or	or	CCONJ
fsr-4114	186	10	aggressive	aggressive	ADJ
fsr-4114	186	11	advertising	advertising	NOUN
fsr-4114	186	12	that	that	SCONJ
fsr-4114	186	13	consumers	consumer	NOUN
fsr-4114	186	14	might	might	AUX
fsr-4114	186	15	otherwise	otherwise	ADV
fsr-4114	186	16	encounter	encounter	VERB
fsr-4114	186	17	offline	offline	NOUN
fsr-4114	186	18	.	.	PUNCT
fsr-4114	187	1	these	these	DET
fsr-4114	187	2	results	result	NOUN
fsr-4114	187	3	are	be	AUX
fsr-4114	187	4	consistent	consistent	ADJ
fsr-4114	187	5	with	with	ADP
fsr-4114	187	6	prior	prior	ADJ
fsr-4114	187	7	studies	study	NOUN
fsr-4114	187	8	suggesting	suggest	VERB
fsr-4114	187	9	that	that	SCONJ
fsr-4114	187	10	craigslist	craigslist	NOUN
fsr-4114	187	11	and	and	CCONJ
fsr-4114	187	12	similar	similar	ADJ
fsr-4114	187	13	platforms	platform	NOUN
fsr-4114	187	14	can	can	AUX
fsr-4114	187	15	reduce	reduce	VERB
fsr-4114	187	16	certain	certain	ADJ
fsr-4114	187	17	types	type	NOUN
fsr-4114	187	18	of	of	ADP
fsr-4114	187	19	offline	offline	ADJ
fsr-4114	187	20	risks	risk	NOUN
fsr-4114	187	21	.	.	PUNCT
fsr-4114	188	1	for	for	ADP
fsr-4114	188	2	instance	instance	NOUN
fsr-4114	188	3	,	,	PUNCT
fsr-4114	188	4	gurun	gurun	VERB
fsr-4114	188	5	et	et	PROPN
fsr-4114	188	6	al	al	PROPN
fsr-4114	188	7	.	.	PUNCT
fsr-4114	189	1	(	(	PUNCT
fsr-4114	189	2	2016	2016	NUM
fsr-4114	189	3	)	)	PUNCT
fsr-4114	189	4	found	find	VERB
fsr-4114	189	5	that	that	SCONJ
fsr-4114	189	6	craigslist	craigslist	NOUN
fsr-4114	189	7	’s	’s	PART
fsr-4114	189	8	introduction	introduction	NOUN
fsr-4114	189	9	reduced	reduce	VERB
fsr-4114	189	10	high	high	ADJ
fsr-4114	189	11	-	-	PUNCT
fsr-4114	189	12	cost	cost	NOUN
fsr-4114	189	13	mortgage	mortgage	NOUN
fsr-4114	189	14	advertising	advertising	NOUN
fsr-4114	189	15	,	,	PUNCT
fsr-4114	189	16	while	while	SCONJ
fsr-4114	189	17	cunningham	cunningham	PROPN
fsr-4114	189	18	et	et	PROPN
fsr-4114	189	19	al	al	PROPN
fsr-4114	189	20	.	.	PROPN
fsr-4114	190	1	(	(	PUNCT
fsr-4114	190	2	2024	2024	NUM
fsr-4114	190	3	)	)	PUNCT
fsr-4114	190	4	linked	link	VERB
fsr-4114	190	5	its	its	PRON
fsr-4114	190	6	“	"	PUNCT
fsr-4114	190	7	erotic	erotic	ADJ
fsr-4114	190	8	services	service	NOUN
fsr-4114	190	9	”	"	PUNCT
fsr-4114	190	10	section	section	NOUN
fsr-4114	190	11	to	to	ADP
fsr-4114	190	12	declines	decline	NOUN
fsr-4114	190	13	in	in	ADP
fsr-4114	190	14	violent	violent	ADJ
fsr-4114	190	15	crime	crime	NOUN
fsr-4114	190	16	.	.	PUNCT
fsr-4114	191	1	at	at	ADP
fsr-4114	191	2	the	the	DET
fsr-4114	191	3	same	same	ADJ
fsr-4114	191	4	time	time	NOUN
fsr-4114	191	5	,	,	PUNCT
fsr-4114	191	6	other	other	ADJ
fsr-4114	191	7	work	work	NOUN
fsr-4114	191	8	,	,	PUNCT
fsr-4114	191	9	such	such	ADJ
fsr-4114	191	10	as	as	ADP
fsr-4114	191	11	heese	heese	PROPN
fsr-4114	191	12	et	et	PROPN
fsr-4114	191	13	al	al	PROPN
fsr-4114	191	14	.	.	PROPN
fsr-4114	191	15	(	(	PUNCT
fsr-4114	191	16	2022	2022	NUM
fsr-4114	191	17	)	)	PUNCT
fsr-4114	191	18	,	,	PUNCT
fsr-4114	191	19	has	have	AUX
fsr-4114	191	20	shown	show	VERB
fsr-4114	191	21	that	that	SCONJ
fsr-4114	191	22	craigslist	craigslist	NOUN
fsr-4114	191	23	may	may	AUX
fsr-4114	191	24	reduce	reduce	VERB
fsr-4114	191	25	institutional	institutional	ADJ
fsr-4114	191	26	oversight	oversight	NOUN
fsr-4114	191	27	in	in	ADP
fsr-4114	191	28	other	other	ADJ
fsr-4114	191	29	domains	domain	NOUN
fsr-4114	191	30	,	,	PUNCT
fsr-4114	191	31	such	such	ADJ
fsr-4114	191	32	as	as	ADP
fsr-4114	191	33	corporate	corporate	ADJ
fsr-4114	191	34	governance	governance	NOUN
fsr-4114	191	35	.	.	PUNCT
fsr-4114	192	1	this	this	PRON
fsr-4114	192	2	suggests	suggest	VERB
fsr-4114	192	3	that	that	SCONJ
fsr-4114	192	4	platform	platform	NOUN
fsr-4114	192	5	effects	effect	NOUN
fsr-4114	192	6	may	may	AUX
fsr-4114	192	7	vary	vary	VERB
fsr-4114	192	8	depending	depend	VERB
fsr-4114	192	9	on	on	ADP
fsr-4114	192	10	the	the	DET
fsr-4114	192	11	type	type	NOUN
fsr-4114	192	12	of	of	ADP
fsr-4114	192	13	fraud	fraud	NOUN
fsr-4114	192	14	or	or	CCONJ
fsr-4114	192	15	enforcement	enforcement	NOUN
fsr-4114	192	16	mechanism	mechanism	NOUN
fsr-4114	192	17	involved	involve	VERB
fsr-4114	192	18	.	.	PUNCT
fsr-4114	193	1	overall	overall	ADV
fsr-4114	193	2	,	,	PUNCT
fsr-4114	193	3	while	while	SCONJ
fsr-4114	193	4	our	our	PRON
fsr-4114	193	5	study	study	NOUN
fsr-4114	193	6	does	do	AUX
fsr-4114	193	7	not	not	PART
fsr-4114	193	8	test	test	VERB
fsr-4114	193	9	mechanisms	mechanism	NOUN
fsr-4114	193	10	directly	directly	ADV
fsr-4114	193	11	,	,	PUNCT
fsr-4114	193	12	the	the	DET
fsr-4114	193	13	findings	finding	NOUN
fsr-4114	193	14	are	be	AUX
fsr-4114	193	15	consistent	consistent	ADJ
fsr-4114	193	16	with	with	ADP
fsr-4114	193	17	the	the	DET
fsr-4114	193	18	idea	idea	NOUN
fsr-4114	193	19	that	that	SCONJ
fsr-4114	193	20	platform	platform	NOUN
fsr-4114	193	21	design	design	NOUN
fsr-4114	193	22	and	and	CCONJ
fsr-4114	193	23	user	user	NOUN
fsr-4114	193	24	interactions	interaction	NOUN
fsr-4114	193	25	can	can	AUX
fsr-4114	193	26	help	help	VERB
fsr-4114	193	27	mitigate	mitigate	VERB
fsr-4114	193	28	consumer	consumer	NOUN
fsr-4114	193	29	vulnerability	vulnerability	NOUN
fsr-4114	193	30	in	in	ADP
fsr-4114	193	31	digital	digital	ADJ
fsr-4114	193	32	markets	market	NOUN
fsr-4114	193	33	.	.	PUNCT
fsr-4114	194	1	these	these	DET
fsr-4114	194	2	dynamics	dynamic	NOUN
fsr-4114	194	3	warrant	warrant	VERB
fsr-4114	194	4	further	further	ADJ
fsr-4114	194	5	investigation	investigation	NOUN
fsr-4114	194	6	in	in	ADP
fsr-4114	194	7	future	future	ADJ
fsr-4114	194	8	research	research	NOUN
fsr-4114	194	9	.	.	PUNCT
fsr-4114	195	1	financial	financial	ADJ
fsr-4114	195	2	services	service	NOUN
fsr-4114	195	3	review	review	VERB
fsr-4114	195	4	33(4	33(4	NUM
fsr-4114	195	5	)	)	PUNCT
fsr-4114	195	6	130	130	NUM
fsr-4114	195	7	conclusions	conclusion	NOUN
fsr-4114	195	8	utilizing	utilize	VERB
fsr-4114	195	9	both	both	DET
fsr-4114	195	10	traditional	traditional	ADJ
fsr-4114	195	11	did	do	VERB
fsr-4114	195	12	analysis	analysis	NOUN
fsr-4114	195	13	and	and	CCONJ
fsr-4114	195	14	the	the	DET
fsr-4114	195	15	staggered	staggered	ADJ
fsr-4114	195	16	did	do	AUX
fsr-4114	195	17	approach	approach	VERB
fsr-4114	195	18	along	along	ADV
fsr-4114	195	19	with	with	ADP
fsr-4114	195	20	a	a	DET
fsr-4114	195	21	wider	wide	ADJ
fsr-4114	195	22	range	range	NOUN
fsr-4114	195	23	of	of	ADP
fsr-4114	195	24	tests	test	NOUN
fsr-4114	195	25	for	for	ADP
fsr-4114	195	26	the	the	DET
fsr-4114	195	27	robustness	robustness	NOUN
fsr-4114	195	28	of	of	ADP
fsr-4114	195	29	the	the	DET
fsr-4114	195	30	findings	finding	NOUN
fsr-4114	195	31	,	,	PUNCT
fsr-4114	195	32	we	we	PRON
fsr-4114	195	33	consistently	consistently	ADV
fsr-4114	195	34	find	find	VERB
fsr-4114	195	35	a	a	DET
fsr-4114	195	36	statistically	statistically	ADV
fsr-4114	195	37	significant	significant	ADJ
fsr-4114	195	38	negative	negative	ADJ
fsr-4114	195	39	relationship	relationship	NOUN
fsr-4114	195	40	between	between	ADP
fsr-4114	195	41	craigslist	craigslist	NOUN
fsr-4114	195	42	entry	entry	NOUN
fsr-4114	195	43	and	and	CCONJ
fsr-4114	195	44	fraud	fraud	NOUN
fsr-4114	195	45	arrests	arrest	NOUN
fsr-4114	195	46	across	across	ADP
fsr-4114	195	47	various	various	ADJ
fsr-4114	195	48	msas	msa	NOUN
fsr-4114	195	49	.	.	PUNCT
fsr-4114	196	1	this	this	DET
fsr-4114	196	2	finding	finding	NOUN
fsr-4114	196	3	supports	support	VERB
fsr-4114	196	4	the	the	DET
fsr-4114	196	5	view	view	NOUN
fsr-4114	196	6	that	that	SCONJ
fsr-4114	196	7	the	the	DET
fsr-4114	196	8	introduction	introduction	NOUN
fsr-4114	196	9	of	of	ADP
fsr-4114	196	10	craigslist	craigslist	NOUN
fsr-4114	196	11	offers	offer	VERB
fsr-4114	196	12	potential	potential	ADJ
fsr-4114	196	13	benefits	benefit	NOUN
fsr-4114	196	14	in	in	ADP
fsr-4114	196	15	securing	secure	VERB
fsr-4114	196	16	consumer	consumer	NOUN
fsr-4114	196	17	transactions	transaction	NOUN
fsr-4114	196	18	in	in	ADP
fsr-4114	196	19	a	a	DET
fsr-4114	196	20	region	region	NOUN
fsr-4114	196	21	.	.	PUNCT
fsr-4114	197	1	nevertheless	nevertheless	ADV
fsr-4114	197	2	,	,	PUNCT
fsr-4114	197	3	it	it	PRON
fsr-4114	197	4	is	be	AUX
fsr-4114	197	5	crucial	crucial	ADJ
fsr-4114	197	6	to	to	PART
fsr-4114	197	7	highlight	highlight	VERB
fsr-4114	197	8	that	that	SCONJ
fsr-4114	197	9	a	a	DET
fsr-4114	197	10	decrease	decrease	NOUN
fsr-4114	197	11	in	in	ADP
fsr-4114	197	12	fraud	fraud	NOUN
fsr-4114	197	13	arrests	arrest	NOUN
fsr-4114	197	14	does	do	AUX
fsr-4114	197	15	not	not	PART
fsr-4114	197	16	automatically	automatically	ADV
fsr-4114	197	17	imply	imply	VERB
fsr-4114	197	18	a	a	DET
fsr-4114	197	19	decline	decline	NOUN
fsr-4114	197	20	in	in	ADP
fsr-4114	197	21	the	the	DET
fsr-4114	197	22	overall	overall	ADJ
fsr-4114	197	23	instances	instance	NOUN
fsr-4114	197	24	of	of	ADP
fsr-4114	197	25	fraud	fraud	NOUN
fsr-4114	197	26	.	.	PUNCT
fsr-4114	198	1	this	this	DET
fsr-4114	198	2	research	research	NOUN
fsr-4114	198	3	illuminates	illuminate	VERB
fsr-4114	198	4	the	the	DET
fsr-4114	198	5	nuanced	nuanced	ADJ
fsr-4114	198	6	impacts	impact	NOUN
fsr-4114	198	7	of	of	ADP
fsr-4114	198	8	online	online	ADJ
fsr-4114	198	9	marketplaces	marketplace	NOUN
fsr-4114	198	10	like	like	ADP
fsr-4114	198	11	craigslist	craigslist	NOUN
fsr-4114	198	12	on	on	ADP
fsr-4114	198	13	societal	societal	ADJ
fsr-4114	198	14	metrics	metric	NOUN
fsr-4114	198	15	such	such	ADJ
fsr-4114	198	16	as	as	ADP
fsr-4114	198	17	fraud	fraud	NOUN
fsr-4114	198	18	arrests	arrest	NOUN
fsr-4114	198	19	.	.	PUNCT
fsr-4114	199	1	the	the	DET
fsr-4114	199	2	findings	finding	NOUN
fsr-4114	199	3	underscore	underscore	VERB
fsr-4114	199	4	the	the	DET
fsr-4114	199	5	need	need	NOUN
fsr-4114	199	6	for	for	ADP
fsr-4114	199	7	continued	continue	VERB
fsr-4114	199	8	exploration	exploration	NOUN
fsr-4114	199	9	in	in	ADP
fsr-4114	199	10	this	this	DET
fsr-4114	199	11	domain	domain	NOUN
fsr-4114	199	12	,	,	PUNCT
fsr-4114	199	13	ensuring	ensure	VERB
fsr-4114	199	14	that	that	SCONJ
fsr-4114	199	15	the	the	DET
fsr-4114	199	16	implications	implication	NOUN
fsr-4114	199	17	of	of	ADP
fsr-4114	199	18	these	these	DET
fsr-4114	199	19	platforms	platform	NOUN
fsr-4114	199	20	are	be	AUX
fsr-4114	199	21	measured	measure	VERB
fsr-4114	199	22	,	,	PUNCT
fsr-4114	199	23	examined	examine	VERB
fsr-4114	199	24	,	,	PUNCT
fsr-4114	199	25	and	and	CCONJ
fsr-4114	199	26	understood	understand	VERB
fsr-4114	199	27	.	.	PUNCT
fsr-4114	200	1	our	our	PRON
fsr-4114	200	2	results	result	NOUN
fsr-4114	200	3	align	align	VERB
fsr-4114	200	4	with	with	ADP
fsr-4114	200	5	findings	finding	NOUN
fsr-4114	200	6	from	from	ADP
fsr-4114	200	7	other	other	ADJ
fsr-4114	200	8	empirical	empirical	ADJ
fsr-4114	200	9	studies	study	NOUN
fsr-4114	200	10	suggesting	suggest	VERB
fsr-4114	200	11	that	that	SCONJ
fsr-4114	200	12	the	the	DET
fsr-4114	200	13	introduction	introduction	NOUN
fsr-4114	200	14	of	of	ADP
fsr-4114	200	15	craigslist	craigslist	NOUN
fsr-4114	200	16	leads	lead	VERB
fsr-4114	200	17	to	to	ADP
fsr-4114	200	18	a	a	DET
fsr-4114	200	19	decrease	decrease	NOUN
fsr-4114	200	20	in	in	ADP
fsr-4114	200	21	certain	certain	ADJ
fsr-4114	200	22	types	type	NOUN
fsr-4114	200	23	of	of	ADP
fsr-4114	200	24	offline	offline	ADJ
fsr-4114	200	25	crimes	crime	NOUN
fsr-4114	200	26	by	by	ADP
fsr-4114	200	27	shifting	shift	VERB
fsr-4114	200	28	transactions	transaction	NOUN
fsr-4114	200	29	from	from	ADP
fsr-4114	200	30	less	less	ADJ
fsr-4114	200	31	public	public	ADJ
fsr-4114	200	32	spaces	space	NOUN
fsr-4114	200	33	to	to	ADP
fsr-4114	200	34	more	more	ADV
fsr-4114	200	35	public	public	ADJ
fsr-4114	200	36	and	and	CCONJ
fsr-4114	200	37	digital	digital	ADJ
fsr-4114	200	38	spaces	space	NOUN
fsr-4114	200	39	.	.	PUNCT
fsr-4114	201	1	for	for	ADP
fsr-4114	201	2	example	example	NOUN
fsr-4114	201	3	,	,	PUNCT
fsr-4114	201	4	the	the	DET
fsr-4114	201	5	introduction	introduction	NOUN
fsr-4114	201	6	of	of	ADP
fsr-4114	201	7	the	the	DET
fsr-4114	201	8	"	"	PUNCT
fsr-4114	201	9	erotic	erotic	ADJ
fsr-4114	201	10	services	service	NOUN
fsr-4114	201	11	"	"	PUNCT
fsr-4114	201	12	section	section	NOUN
fsr-4114	201	13	on	on	ADP
fsr-4114	201	14	craigslist	craigslist	NOUN
fsr-4114	201	15	was	be	AUX
fsr-4114	201	16	linked	link	VERB
fsr-4114	201	17	to	to	ADP
fsr-4114	201	18	a	a	DET
fsr-4114	201	19	reduction	reduction	NOUN
fsr-4114	201	20	of	of	ADP
fsr-4114	201	21	violent	violent	ADJ
fsr-4114	201	22	crimes	crime	NOUN
fsr-4114	201	23	like	like	ADP
fsr-4114	201	24	female	female	ADJ
fsr-4114	201	25	homicide	homicide	NOUN
fsr-4114	201	26	rates	rate	NOUN
fsr-4114	201	27	,	,	PUNCT
fsr-4114	201	28	suggesting	suggest	VERB
fsr-4114	201	29	that	that	SCONJ
fsr-4114	201	30	the	the	DET
fsr-4114	201	31	platform	platform	NOUN
fsr-4114	201	32	contributed	contribute	VERB
fsr-4114	201	33	to	to	ADP
fsr-4114	201	34	making	make	VERB
fsr-4114	201	35	sex	sex	NOUN
fsr-4114	201	36	work	work	NOUN
fsr-4114	201	37	safer	safe	ADJ
fsr-4114	201	38	by	by	ADP
fsr-4114	201	39	moving	move	VERB
fsr-4114	201	40	it	it	PRON
fsr-4114	201	41	off	off	ADP
fsr-4114	201	42	the	the	DET
fsr-4114	201	43	streets	street	NOUN
fsr-4114	201	44	and	and	CCONJ
fsr-4114	201	45	allowing	allow	VERB
fsr-4114	201	46	workers	worker	NOUN
fsr-4114	201	47	to	to	PART
fsr-4114	201	48	better	well	ADJ
fsr-4114	201	49	screen	screen	NOUN
fsr-4114	201	50	clients	client	NOUN
fsr-4114	201	51	(	(	PUNCT
fsr-4114	201	52	cunningham	cunningham	PROPN
fsr-4114	201	53	et	et	PROPN
fsr-4114	201	54	al	al	PROPN
fsr-4114	201	55	.	.	PROPN
fsr-4114	201	56	,	,	PUNCT
fsr-4114	201	57	2024	2024	NUM
fsr-4114	201	58	)	)	PUNCT
fsr-4114	201	59	.	.	PUNCT
fsr-4114	202	1	while	while	SCONJ
fsr-4114	202	2	small	small	ADJ
fsr-4114	202	3	-	-	PUNCT
fsr-4114	202	4	scale	scale	NOUN
fsr-4114	202	5	frauds	fraud	NOUN
fsr-4114	202	6	,	,	PUNCT
fsr-4114	202	7	like	like	ADP
fsr-4114	202	8	false	false	ADJ
fsr-4114	202	9	listings	listing	NOUN
fsr-4114	202	10	,	,	PUNCT
fsr-4114	202	11	might	might	AUX
fsr-4114	202	12	persist	persist	VERB
fsr-4114	202	13	and	and	CCONJ
fsr-4114	202	14	go	go	VERB
fsr-4114	202	15	unreported	unreported	ADJ
fsr-4114	202	16	(	(	PUNCT
fsr-4114	202	17	mainly	mainly	ADV
fsr-4114	202	18	if	if	SCONJ
fsr-4114	202	19	they	they	PRON
fsr-4114	202	20	have	have	AUX
fsr-4114	202	21	not	not	PART
fsr-4114	202	22	caused	cause	VERB
fsr-4114	202	23	substantial	substantial	ADJ
fsr-4114	202	24	financial	financial	ADJ
fsr-4114	202	25	or	or	CCONJ
fsr-4114	202	26	emotional	emotional	ADJ
fsr-4114	202	27	loss	loss	NOUN
fsr-4114	202	28	for	for	ADP
fsr-4114	202	29	the	the	DET
fsr-4114	202	30	victims	victim	NOUN
fsr-4114	202	31	)	)	PUNCT
fsr-4114	202	32	,	,	PUNCT
fsr-4114	202	33	introducing	introduce	VERB
fsr-4114	202	34	a	a	DET
fsr-4114	202	35	public	public	ADJ
fsr-4114	202	36	and	and	CCONJ
fsr-4114	202	37	popular	popular	ADJ
fsr-4114	202	38	platform	platform	NOUN
fsr-4114	202	39	might	might	AUX
fsr-4114	202	40	reduce	reduce	VERB
fsr-4114	202	41	larger	large	ADJ
fsr-4114	202	42	-	-	PUNCT
fsr-4114	202	43	scale	scale	NOUN
fsr-4114	202	44	fraud	fraud	NOUN
fsr-4114	202	45	schemes	scheme	NOUN
fsr-4114	202	46	due	due	ADJ
fsr-4114	202	47	to	to	ADP
fsr-4114	202	48	enhanced	enhance	VERB
fsr-4114	202	49	public	public	ADJ
fsr-4114	202	50	scrutiny	scrutiny	NOUN
fsr-4114	202	51	.	.	PUNCT
fsr-4114	203	1	unlike	unlike	ADP
fsr-4114	203	2	numerous	numerous	ADJ
fsr-4114	203	3	other	other	ADJ
fsr-4114	203	4	online	online	ADJ
fsr-4114	203	5	endeavors	endeavor	NOUN
fsr-4114	203	6	,	,	PUNCT
fsr-4114	203	7	craigslist	craigslist	NOUN
fsr-4114	203	8	has	have	AUX
fsr-4114	203	9	maintained	maintain	VERB
fsr-4114	203	10	its	its	PRON
fsr-4114	203	11	significant	significant	ADJ
fsr-4114	203	12	popularity	popularity	NOUN
fsr-4114	203	13	for	for	ADP
fsr-4114	203	14	over	over	ADP
fsr-4114	203	15	twenty	twenty	NUM
fsr-4114	203	16	years	year	NOUN
fsr-4114	203	17	(	(	PUNCT
fsr-4114	203	18	oravec	oravec	X
fsr-4114	203	19	,	,	PUNCT
fsr-4114	203	20	2014	2014	NUM
fsr-4114	203	21	)	)	PUNCT
fsr-4114	203	22	.	.	PUNCT
fsr-4114	204	1	as	as	ADP
fsr-4114	204	2	such	such	ADJ
fsr-4114	204	3	,	,	PUNCT
fsr-4114	204	4	listings	listing	NOUN
fsr-4114	204	5	receive	receive	VERB
fsr-4114	204	6	significant	significant	ADJ
fsr-4114	204	7	attention	attention	NOUN
fsr-4114	204	8	from	from	ADP
fsr-4114	204	9	the	the	DET
fsr-4114	204	10	public	public	NOUN
fsr-4114	204	11	.	.	PUNCT
fsr-4114	205	1	larger	large	ADJ
fsr-4114	205	2	-	-	PUNCT
fsr-4114	205	3	scale	scale	NOUN
fsr-4114	205	4	fraud	fraud	NOUN
fsr-4114	205	5	schemes	scheme	NOUN
fsr-4114	205	6	may	may	AUX
fsr-4114	205	7	find	find	VERB
fsr-4114	205	8	it	it	PRON
fsr-4114	205	9	challenging	challenging	ADJ
fsr-4114	205	10	to	to	PART
fsr-4114	205	11	operate	operate	VERB
fsr-4114	205	12	under	under	ADP
fsr-4114	205	13	such	such	ADJ
fsr-4114	205	14	scrutiny	scrutiny	NOUN
fsr-4114	205	15	without	without	ADP
fsr-4114	205	16	being	be	AUX
fsr-4114	205	17	flagged	flag	VERB
fsr-4114	205	18	or	or	CCONJ
fsr-4114	205	19	reported	report	VERB
fsr-4114	205	20	by	by	ADP
fsr-4114	205	21	multiple	multiple	ADJ
fsr-4114	205	22	users	user	NOUN
fsr-4114	205	23	.	.	PUNCT
fsr-4114	206	1	in	in	ADP
fsr-4114	206	2	-	-	PUNCT
fsr-4114	206	3	person	person	NOUN
fsr-4114	206	4	interactions	interaction	NOUN
fsr-4114	206	5	,	,	PUNCT
fsr-4114	206	6	often	often	ADV
fsr-4114	206	7	recommended	recommend	VERB
fsr-4114	206	8	for	for	ADP
fsr-4114	206	9	exchanges	exchange	NOUN
fsr-4114	206	10	of	of	ADP
fsr-4114	206	11	goods	good	NOUN
fsr-4114	206	12	,	,	PUNCT
fsr-4114	206	13	can	can	AUX
fsr-4114	206	14	reduce	reduce	VERB
fsr-4114	206	15	the	the	DET
fsr-4114	206	16	anonymity	anonymity	NOUN
fsr-4114	206	17	that	that	SCONJ
fsr-4114	206	18	some	some	DET
fsr-4114	206	19	larger	large	ADJ
fsr-4114	206	20	fraud	fraud	NOUN
fsr-4114	206	21	schemes	scheme	NOUN
fsr-4114	206	22	rely	rely	VERB
fsr-4114	206	23	upon	upon	SCONJ
fsr-4114	206	24	.	.	PUNCT
fsr-4114	207	1	furthermore	furthermore	ADV
fsr-4114	207	2	,	,	PUNCT
fsr-4114	207	3	newmark	newmark	PROPN
fsr-4114	207	4	and	and	CCONJ
fsr-4114	207	5	his	his	PRON
fsr-4114	207	6	colleagues	colleague	NOUN
fsr-4114	207	7	at	at	ADP
fsr-4114	207	8	craigslist	craigslist	NOUN
fsr-4114	207	9	have	have	AUX
fsr-4114	207	10	collaborated	collaborate	VERB
fsr-4114	207	11	with	with	ADP
fsr-4114	207	12	law	law	NOUN
fsr-4114	207	13	enforcement	enforcement	NOUN
fsr-4114	207	14	agencies	agency	NOUN
fsr-4114	207	15	throughout	throughout	ADP
fsr-4114	207	16	the	the	DET
fsr-4114	207	17	united	united	PROPN
fsr-4114	207	18	states	states	PROPN
fsr-4114	207	19	,	,	PUNCT
fsr-4114	207	20	limiting	limit	VERB
fsr-4114	207	21	postings	posting	NOUN
fsr-4114	207	22	that	that	PRON
fsr-4114	207	23	might	might	AUX
fsr-4114	207	24	lure	lure	VERB
fsr-4114	207	25	people	people	NOUN
fsr-4114	207	26	into	into	ADP
fsr-4114	207	27	unsafe	unsafe	ADJ
fsr-4114	207	28	or	or	CCONJ
fsr-4114	207	29	illegal	illegal	ADJ
fsr-4114	207	30	situations	situation	NOUN
fsr-4114	207	31	(	(	PUNCT
fsr-4114	207	32	freese	freese	PROPN
fsr-4114	207	33	,	,	PUNCT
fsr-4114	207	34	2011	2011	NUM
fsr-4114	207	35	)	)	PUNCT
fsr-4114	207	36	.	.	PUNCT
fsr-4114	208	1	implications	implication	NOUN
fsr-4114	208	2	and	and	CCONJ
fsr-4114	208	3	limitations	limitation	NOUN
fsr-4114	208	4	this	this	DET
fsr-4114	208	5	study	study	NOUN
fsr-4114	208	6	provides	provide	VERB
fsr-4114	208	7	empirical	empirical	ADJ
fsr-4114	208	8	evidence	evidence	NOUN
fsr-4114	208	9	of	of	ADP
fsr-4114	208	10	a	a	DET
fsr-4114	208	11	decrease	decrease	NOUN
fsr-4114	208	12	in	in	ADP
fsr-4114	208	13	fraud	fraud	NOUN
fsr-4114	208	14	arrests	arrest	NOUN
fsr-4114	208	15	following	follow	VERB
fsr-4114	208	16	the	the	DET
fsr-4114	208	17	adoption	adoption	NOUN
fsr-4114	208	18	of	of	ADP
fsr-4114	208	19	craigslist	craigslist	NOUN
fsr-4114	208	20	.	.	PUNCT
fsr-4114	209	1	however	however	ADV
fsr-4114	209	2	,	,	PUNCT
fsr-4114	209	3	this	this	DET
fsr-4114	209	4	decrease	decrease	NOUN
fsr-4114	209	5	does	do	AUX
fsr-4114	209	6	not	not	PART
fsr-4114	209	7	necessarily	necessarily	ADV
fsr-4114	209	8	mean	mean	VERB
fsr-4114	209	9	a	a	DET
fsr-4114	209	10	decrease	decrease	NOUN
fsr-4114	209	11	in	in	ADP
fsr-4114	209	12	fraud	fraud	NOUN
fsr-4114	209	13	occurrence	occurrence	NOUN
fsr-4114	209	14	.	.	PUNCT
fsr-4114	210	1	it	it	PRON
fsr-4114	210	2	could	could	AUX
fsr-4114	210	3	imply	imply	VERB
fsr-4114	210	4	a	a	DET
fsr-4114	210	5	shift	shift	NOUN
fsr-4114	210	6	in	in	ADP
fsr-4114	210	7	how	how	SCONJ
fsr-4114	210	8	fraud	fraud	NOUN
fsr-4114	210	9	is	be	AUX
fsr-4114	210	10	detected	detect	VERB
fsr-4114	210	11	and	and	CCONJ
fsr-4114	210	12	reported	report	VERB
fsr-4114	210	13	,	,	PUNCT
fsr-4114	210	14	with	with	ADP
fsr-4114	210	15	more	more	ADJ
fsr-4114	210	16	incidents	incident	NOUN
fsr-4114	210	17	being	be	AUX
fsr-4114	210	18	resolved	resolve	VERB
fsr-4114	210	19	through	through	ADP
fsr-4114	210	20	the	the	DET
fsr-4114	210	21	platform	platform	NOUN
fsr-4114	210	22	's	's	PART
fsr-4114	210	23	mechanisms	mechanism	NOUN
fsr-4114	210	24	or	or	CCONJ
fsr-4114	210	25	private	private	ADJ
fsr-4114	210	26	settlements	settlement	NOUN
fsr-4114	210	27	rather	rather	ADV
fsr-4114	210	28	than	than	ADP
fsr-4114	210	29	official	official	ADJ
fsr-4114	210	30	law	law	NOUN
fsr-4114	210	31	enforcement	enforcement	NOUN
fsr-4114	210	32	channels	channel	NOUN
fsr-4114	210	33	.	.	PUNCT
fsr-4114	211	1	online	online	ADJ
fsr-4114	211	2	platforms	platform	NOUN
fsr-4114	211	3	like	like	ADP
fsr-4114	211	4	craigslist	craigslist	NOUN
fsr-4114	211	5	can	can	AUX
fsr-4114	211	6	stimulate	stimulate	VERB
fsr-4114	211	7	local	local	ADJ
fsr-4114	211	8	economies	economy	NOUN
fsr-4114	211	9	by	by	ADP
fsr-4114	211	10	offering	offer	VERB
fsr-4114	211	11	an	an	DET
fsr-4114	211	12	avenue	avenue	NOUN
fsr-4114	211	13	for	for	SCONJ
fsr-4114	211	14	people	people	NOUN
fsr-4114	211	15	to	to	PART
fsr-4114	211	16	sell	sell	VERB
fsr-4114	211	17	and	and	CCONJ
fsr-4114	211	18	buy	buy	VERB
fsr-4114	211	19	used	use	VERB
fsr-4114	211	20	and	and	CCONJ
fsr-4114	211	21	other	other	ADJ
fsr-4114	211	22	goods	good	NOUN
fsr-4114	211	23	using	use	VERB
fsr-4114	211	24	a	a	DET
fsr-4114	211	25	free	free	ADJ
fsr-4114	211	26	or	or	CCONJ
fsr-4114	211	27	low	low	ADJ
fsr-4114	211	28	-	-	PUNCT
fsr-4114	211	29	cost	cost	NOUN
fsr-4114	211	30	medium	medium	NOUN
fsr-4114	211	31	for	for	ADP
fsr-4114	211	32	trading	trading	NOUN
fsr-4114	211	33	.	.	PUNCT
fsr-4114	212	1	as	as	SCONJ
fsr-4114	212	2	such	such	ADJ
fsr-4114	212	3	,	,	PUNCT
fsr-4114	212	4	economic	economic	ADJ
fsr-4114	212	5	benefits	benefit	NOUN
fsr-4114	212	6	and	and	CCONJ
fsr-4114	212	7	opportunities	opportunity	NOUN
fsr-4114	212	8	might	might	AUX
fsr-4114	212	9	indirectly	indirectly	ADV
fsr-4114	212	10	contribute	contribute	VERB
fsr-4114	212	11	to	to	ADP
fsr-4114	212	12	reducing	reduce	VERB
fsr-4114	212	13	economicdriven	economicdriven	ADJ
fsr-4114	212	14	types	type	NOUN
fsr-4114	212	15	of	of	ADP
fsr-4114	212	16	fraud	fraud	NOUN
fsr-4114	212	17	.	.	PUNCT
fsr-4114	213	1	the	the	DET
fsr-4114	213	2	findings	finding	NOUN
fsr-4114	213	3	of	of	ADP
fsr-4114	213	4	this	this	DET
fsr-4114	213	5	study	study	NOUN
fsr-4114	213	6	can	can	AUX
fsr-4114	213	7	instill	instill	VERB
fsr-4114	213	8	more	more	ADJ
fsr-4114	213	9	confidence	confidence	NOUN
fsr-4114	213	10	in	in	ADP
fsr-4114	213	11	consumers	consumer	NOUN
fsr-4114	213	12	to	to	PART
fsr-4114	213	13	transact	transact	VERB
fsr-4114	213	14	on	on	ADP
fsr-4114	213	15	online	online	ADJ
fsr-4114	213	16	platforms	platform	NOUN
fsr-4114	213	17	like	like	ADP
fsr-4114	213	18	craigslist	craigslist	NOUN
fsr-4114	213	19	.	.	PUNCT
fsr-4114	214	1	aware	aware	ADJ
fsr-4114	214	2	of	of	ADP
fsr-4114	214	3	the	the	DET
fsr-4114	214	4	platform	platform	NOUN
fsr-4114	214	5	's	's	PART
fsr-4114	214	6	impact	impact	NOUN
fsr-4114	214	7	,	,	PUNCT
fsr-4114	214	8	consumers	consumer	NOUN
fsr-4114	214	9	might	might	AUX
fsr-4114	214	10	become	become	VERB
fsr-4114	214	11	more	more	ADV
fsr-4114	214	12	proactive	proactive	ADJ
fsr-4114	214	13	in	in	ADP
fsr-4114	214	14	educating	educate	VERB
fsr-4114	214	15	themselves	themselves	PRON
fsr-4114	214	16	about	about	ADP
fsr-4114	214	17	safer	safe	ADJ
fsr-4114	214	18	online	online	ADJ
fsr-4114	214	19	transactions	transaction	NOUN
fsr-4114	214	20	,	,	PUNCT
fsr-4114	214	21	utilizing	utilize	VERB
fsr-4114	214	22	platform	platform	NOUN
fsr-4114	214	23	guidelines	guideline	NOUN
fsr-4114	214	24	correctly	correctly	ADV
fsr-4114	214	25	and	and	CCONJ
fsr-4114	214	26	best	good	ADJ
fsr-4114	214	27	practices	practice	NOUN
fsr-4114	214	28	to	to	PART
fsr-4114	214	29	avoid	avoid	VERB
fsr-4114	214	30	scams	scam	NOUN
fsr-4114	214	31	.	.	PUNCT
fsr-4114	215	1	this	this	DET
fsr-4114	215	2	engagement	engagement	NOUN
fsr-4114	215	3	can	can	AUX
fsr-4114	215	4	lead	lead	VERB
fsr-4114	215	5	to	to	ADP
fsr-4114	215	6	economic	economic	ADJ
fsr-4114	215	7	savings	saving	NOUN
fsr-4114	215	8	and	and	CCONJ
fsr-4114	215	9	access	access	NOUN
fsr-4114	215	10	to	to	ADP
fsr-4114	215	11	better	well	ADJ
fsr-4114	215	12	deals	deal	NOUN
fsr-4114	215	13	along	along	ADP
fsr-4114	215	14	with	with	ADP
fsr-4114	215	15	a	a	DET
fsr-4114	215	16	broader	broad	ADJ
fsr-4114	215	17	range	range	NOUN
fsr-4114	215	18	of	of	ADP
fsr-4114	215	19	products	product	NOUN
fsr-4114	215	20	and	and	CCONJ
fsr-4114	215	21	services	service	NOUN
fsr-4114	215	22	.	.	PUNCT
fsr-4114	216	1	consumers	consumer	NOUN
fsr-4114	216	2	should	should	AUX
fsr-4114	216	3	still	still	ADV
fsr-4114	216	4	exercise	exercise	VERB
fsr-4114	216	5	caution	caution	NOUN
fsr-4114	216	6	and	and	CCONJ
fsr-4114	216	7	understand	understand	VERB
fsr-4114	216	8	that	that	DET
fsr-4114	216	9	fraud	fraud	NOUN
fsr-4114	216	10	that	that	PRON
fsr-4114	216	11	goes	go	VERB
fsr-4114	216	12	undetected	undetected	ADJ
fsr-4114	216	13	or	or	CCONJ
fsr-4114	216	14	unreported	unreported	ADJ
fsr-4114	216	15	on	on	ADP
fsr-4114	216	16	these	these	DET
fsr-4114	216	17	platforms	platform	NOUN
fsr-4114	216	18	likely	likely	ADV
fsr-4114	216	19	still	still	ADV
fsr-4114	216	20	exists	exist	VERB
fsr-4114	216	21	.	.	PUNCT
fsr-4114	217	1	overall	overall	ADV
fsr-4114	217	2	,	,	PUNCT
fsr-4114	217	3	consumers	consumer	NOUN
fsr-4114	217	4	must	must	AUX
fsr-4114	217	5	understand	understand	VERB
fsr-4114	217	6	the	the	DET
fsr-4114	217	7	differences	difference	NOUN
fsr-4114	217	8	between	between	ADP
fsr-4114	217	9	online	online	ADJ
fsr-4114	217	10	platforms	platform	NOUN
fsr-4114	217	11	,	,	PUNCT
fsr-4114	217	12	stay	stay	VERB
fsr-4114	217	13	updated	update	VERB
fsr-4114	217	14	on	on	ADP
fsr-4114	217	15	recent	recent	ADJ
fsr-4114	217	16	developments	development	NOUN
fsr-4114	217	17	,	,	PUNCT
fsr-4114	217	18	and	and	CCONJ
fsr-4114	217	19	take	take	VERB
fsr-4114	217	20	vigilant	vigilant	ADJ
fsr-4114	217	21	and	and	CCONJ
fsr-4114	217	22	proactive	proactive	ADJ
fsr-4114	217	23	measures	measure	NOUN
fsr-4114	217	24	to	to	PART
fsr-4114	217	25	protect	protect	VERB
fsr-4114	217	26	themselves	themselves	PRON
fsr-4114	217	27	from	from	ADP
fsr-4114	217	28	potential	potential	ADJ
fsr-4114	217	29	risks	risk	NOUN
fsr-4114	217	30	.	.	PUNCT
fsr-4114	218	1	financial	financial	ADJ
fsr-4114	218	2	services	service	NOUN
fsr-4114	218	3	professionals	professional	NOUN
fsr-4114	218	4	need	need	VERB
fsr-4114	218	5	to	to	PART
fsr-4114	218	6	understand	understand	VERB
fsr-4114	218	7	emerging	emerge	VERB
fsr-4114	218	8	digital	digital	ADJ
fsr-4114	218	9	behaviors	behavior	NOUN
fsr-4114	218	10	to	to	PART
fsr-4114	218	11	help	help	VERB
fsr-4114	218	12	clients	client	NOUN
fsr-4114	218	13	navigate	navigate	VERB
fsr-4114	218	14	online	online	ADJ
fsr-4114	218	15	marketplaces	marketplace	NOUN
fsr-4114	218	16	more	more	ADV
fsr-4114	218	17	securely	securely	ADV
fsr-4114	218	18	.	.	PUNCT
fsr-4114	219	1	by	by	ADP
fsr-4114	219	2	tailoring	tailor	VERB
fsr-4114	219	3	financial	financial	ADJ
fsr-4114	219	4	advice	advice	NOUN
fsr-4114	219	5	to	to	PART
fsr-4114	219	6	reflect	reflect	VERB
fsr-4114	219	7	the	the	DET
fsr-4114	219	8	growing	grow	VERB
fsr-4114	219	9	role	role	NOUN
fsr-4114	219	10	of	of	ADP
fsr-4114	219	11	peer	peer	NOUN
fsr-4114	219	12	-	-	PUNCT
fsr-4114	219	13	to	to	ADP
fsr-4114	219	14	-	-	PUNCT
fsr-4114	219	15	peer	peer	NOUN
fsr-4114	219	16	platforms	platform	NOUN
fsr-4114	219	17	,	,	PUNCT
fsr-4114	219	18	practitioners	practitioner	NOUN
fsr-4114	219	19	can	can	AUX
fsr-4114	219	20	support	support	VERB
fsr-4114	219	21	informed	inform	VERB
fsr-4114	219	22	,	,	PUNCT
fsr-4114	219	23	risk	risk	NOUN
fsr-4114	219	24	-	-	PUNCT
fsr-4114	219	25	aware	aware	ADJ
fsr-4114	219	26	participation	participation	NOUN
fsr-4114	219	27	in	in	ADP
fsr-4114	219	28	digital	digital	ADJ
fsr-4114	219	29	economic	economic	ADJ
fsr-4114	219	30	activity	activity	NOUN
fsr-4114	219	31	particularly	particularly	ADV
fsr-4114	219	32	as	as	SCONJ
fsr-4114	219	33	clients	client	NOUN
fsr-4114	219	34	pursue	pursue	VERB
fsr-4114	219	35	side	side	ADJ
fsr-4114	219	36	income	income	NOUN
fsr-4114	219	37	or	or	CCONJ
fsr-4114	219	38	engage	engage	VERB
fsr-4114	219	39	in	in	ADP
fsr-4114	219	40	informal	informal	ADJ
fsr-4114	219	41	trading	trading	NOUN
fsr-4114	219	42	environments	environment	NOUN
fsr-4114	219	43	.	.	PUNCT
fsr-4114	220	1	this	this	DET
fsr-4114	220	2	study	study	NOUN
fsr-4114	220	3	contributes	contribute	VERB
fsr-4114	220	4	to	to	ADP
fsr-4114	220	5	the	the	DET
fsr-4114	220	6	fraud	fraud	NOUN
fsr-4114	220	7	and	and	CCONJ
fsr-4114	220	8	consumer	consumer	NOUN
fsr-4114	220	9	behavior	behavior	NOUN
fsr-4114	220	10	literature	literature	NOUN
fsr-4114	220	11	and	and	CCONJ
fsr-4114	220	12	demonstrates	demonstrate	VERB
fsr-4114	220	13	how	how	SCONJ
fsr-4114	220	14	did	do	AUX
fsr-4114	220	15	methods	method	NOUN
fsr-4114	220	16	can	can	AUX
fsr-4114	220	17	be	be	AUX
fsr-4114	220	18	applied	apply	VERB
fsr-4114	220	19	to	to	PART
fsr-4114	220	20	evaluate	evaluate	VERB
fsr-4114	220	21	marketplace	marketplace	NOUN
fsr-4114	220	22	innovations	innovation	NOUN
fsr-4114	220	23	within	within	ADP
fsr-4114	220	24	financial	financial	ADJ
fsr-4114	220	25	services	service	NOUN
fsr-4114	220	26	.	.	PUNCT
fsr-4114	221	1	as	as	ADP
fsr-4114	221	2	antonoudi	antonoudi	PROPN
fsr-4114	221	3	et	et	PROPN
fsr-4114	221	4	al	al	PROPN
fsr-4114	221	5	.	.	PROPN
fsr-4114	221	6	131	131	NUM
fsr-4114	221	7	financial	financial	ADJ
fsr-4114	221	8	transactions	transaction	NOUN
fsr-4114	221	9	increasingly	increasingly	ADV
fsr-4114	221	10	occur	occur	VERB
fsr-4114	221	11	online	online	ADV
fsr-4114	221	12	,	,	PUNCT
fsr-4114	221	13	platforms	platform	NOUN
fsr-4114	221	14	like	like	ADP
fsr-4114	221	15	craigslist	craigslist	NOUN
fsr-4114	221	16	,	,	PUNCT
fsr-4114	221	17	venmo	venmo	NOUN
fsr-4114	221	18	,	,	PUNCT
fsr-4114	221	19	and	and	CCONJ
fsr-4114	221	20	facebook	facebook	NOUN
fsr-4114	221	21	marketplace	marketplace	NOUN
fsr-4114	221	22	offer	offer	VERB
fsr-4114	221	23	rich	rich	ADJ
fsr-4114	221	24	opportunities	opportunity	NOUN
fsr-4114	221	25	for	for	ADP
fsr-4114	221	26	further	further	ADJ
fsr-4114	221	27	did	do	AUX
fsr-4114	221	28	-	-	PUNCT
fsr-4114	221	29	based	base	VERB
fsr-4114	221	30	evaluations	evaluation	NOUN
fsr-4114	221	31	—	—	PUNCT
fsr-4114	221	32	ranging	range	VERB
fsr-4114	221	33	from	from	ADP
fsr-4114	221	34	fraud	fraud	NOUN
fsr-4114	221	35	to	to	ADP
fsr-4114	221	36	credit	credit	NOUN
fsr-4114	221	37	access	access	NOUN
fsr-4114	221	38	,	,	PUNCT
fsr-4114	221	39	trust	trust	NOUN
fsr-4114	221	40	,	,	PUNCT
fsr-4114	221	41	and	and	CCONJ
fsr-4114	221	42	digital	digital	ADJ
fsr-4114	221	43	financial	financial	ADJ
fsr-4114	221	44	literacy	literacy	NOUN
fsr-4114	221	45	.	.	PUNCT
fsr-4114	222	1	we	we	PRON
fsr-4114	222	2	hope	hope	VERB
fsr-4114	222	3	this	this	DET
fsr-4114	222	4	study	study	NOUN
fsr-4114	222	5	encourages	encourage	VERB
fsr-4114	222	6	future	future	ADJ
fsr-4114	222	7	applications	application	NOUN
fsr-4114	222	8	of	of	ADP
fsr-4114	222	9	quasi	quasi	ADJ
fsr-4114	222	10	-	-	ADJ
fsr-4114	222	11	experimental	experimental	ADJ
fsr-4114	222	12	designs	design	NOUN
fsr-4114	222	13	in	in	ADP
fsr-4114	222	14	digital	digital	ADJ
fsr-4114	222	15	financial	financial	ADJ
fsr-4114	222	16	research	research	NOUN
fsr-4114	222	17	.	.	PUNCT
fsr-4114	223	1	this	this	DET
fsr-4114	223	2	study	study	NOUN
fsr-4114	223	3	has	have	VERB
fsr-4114	223	4	several	several	ADJ
fsr-4114	223	5	limitations	limitation	NOUN
fsr-4114	223	6	.	.	PUNCT
fsr-4114	224	1	first	first	ADV
fsr-4114	224	2	,	,	PUNCT
fsr-4114	224	3	the	the	DET
fsr-4114	224	4	skewed	skewed	ADJ
fsr-4114	224	5	distribution	distribution	NOUN
fsr-4114	224	6	of	of	ADP
fsr-4114	224	7	fraud	fraud	NOUN
fsr-4114	224	8	arrests	arrest	NOUN
fsr-4114	224	9	is	be	AUX
fsr-4114	224	10	inherent	inherent	ADJ
fsr-4114	224	11	in	in	ADP
fsr-4114	224	12	administrative	administrative	ADJ
fsr-4114	224	13	crime	crime	NOUN
fsr-4114	224	14	data	datum	NOUN
fsr-4114	224	15	.	.	PUNCT
fsr-4114	225	1	while	while	SCONJ
fsr-4114	225	2	we	we	PRON
fsr-4114	225	3	employed	employ	VERB
fsr-4114	225	4	robustness	robustness	NOUN
fsr-4114	225	5	checks	check	NOUN
fsr-4114	225	6	and	and	CCONJ
fsr-4114	225	7	sample	sample	NOUN
fsr-4114	225	8	restrictions	restriction	NOUN
fsr-4114	225	9	to	to	PART
fsr-4114	225	10	address	address	VERB
fsr-4114	225	11	this	this	DET
fsr-4114	225	12	issue	issue	NOUN
fsr-4114	225	13	,	,	PUNCT
fsr-4114	225	14	future	future	ADJ
fsr-4114	225	15	studies	study	NOUN
fsr-4114	225	16	may	may	AUX
fsr-4114	225	17	benefit	benefit	VERB
fsr-4114	225	18	from	from	ADP
fsr-4114	225	19	alternative	alternative	ADJ
fsr-4114	225	20	fraud	fraud	NOUN
fsr-4114	225	21	measures	measure	NOUN
fsr-4114	225	22	,	,	PUNCT
fsr-4114	225	23	including	include	VERB
fsr-4114	225	24	monetary	monetary	ADJ
fsr-4114	225	25	loss	loss	NOUN
fsr-4114	225	26	or	or	CCONJ
fsr-4114	225	27	victim	victim	NOUN
fsr-4114	225	28	-	-	PUNCT
fsr-4114	225	29	reported	report	VERB
fsr-4114	225	30	data	datum	NOUN
fsr-4114	225	31	,	,	PUNCT
fsr-4114	225	32	to	to	PART
fsr-4114	225	33	capture	capture	VERB
fsr-4114	225	34	additional	additional	ADJ
fsr-4114	225	35	dimensions	dimension	NOUN
fsr-4114	225	36	of	of	ADP
fsr-4114	225	37	fraud	fraud	NOUN
fsr-4114	225	38	.	.	PUNCT
fsr-4114	226	1	second	second	ADJ
fsr-4114	226	2	,	,	PUNCT
fsr-4114	226	3	the	the	DET
fsr-4114	226	4	uniform	uniform	PROPN
fsr-4114	226	5	crime	crime	PROPN
fsr-4114	226	6	reporting	reporting	NOUN
fsr-4114	226	7	(	(	PUNCT
fsr-4114	226	8	ucr	ucr	PROPN
fsr-4114	226	9	)	)	PUNCT
fsr-4114	226	10	dataset	dataset	NOUN
fsr-4114	226	11	does	do	AUX
fsr-4114	226	12	not	not	PART
fsr-4114	226	13	allow	allow	VERB
fsr-4114	226	14	isolation	isolation	NOUN
fsr-4114	226	15	of	of	ADP
fsr-4114	226	16	consumer	consumer	NOUN
fsr-4114	226	17	fraud	fraud	NOUN
fsr-4114	226	18	from	from	ADP
fsr-4114	226	19	other	other	ADJ
fsr-4114	226	20	fraud	fraud	NOUN
fsr-4114	226	21	-	-	PUNCT
fsr-4114	226	22	related	relate	VERB
fsr-4114	226	23	arrests	arrest	NOUN
fsr-4114	226	24	.	.	PUNCT
fsr-4114	227	1	while	while	SCONJ
fsr-4114	227	2	many	many	ADJ
fsr-4114	227	3	categories	category	NOUN
fsr-4114	227	4	(	(	PUNCT
fsr-4114	227	5	e.g.	e.g.	ADV
fsr-4114	227	6	,	,	PUNCT
fsr-4114	227	7	impersonation	impersonation	NOUN
fsr-4114	227	8	,	,	PUNCT
fsr-4114	227	9	wire	wire	NOUN
fsr-4114	227	10	fraud	fraud	NOUN
fsr-4114	227	11	,	,	PUNCT
fsr-4114	227	12	false	false	ADJ
fsr-4114	227	13	pretenses	pretense	NOUN
fsr-4114	227	14	)	)	PUNCT
fsr-4114	227	15	likely	likely	ADV
fsr-4114	227	16	reflect	reflect	VERB
fsr-4114	227	17	crimes	crime	NOUN
fsr-4114	227	18	affecting	affect	VERB
fsr-4114	227	19	consumers	consumer	NOUN
fsr-4114	227	20	,	,	PUNCT
fsr-4114	227	21	the	the	DET
fsr-4114	227	22	aggregate	aggregate	ADJ
fsr-4114	227	23	nature	nature	NOUN
fsr-4114	227	24	of	of	ADP
fsr-4114	227	25	the	the	DET
fsr-4114	227	26	data	data	NOUN
fsr-4114	227	27	introduces	introduce	VERB
fsr-4114	227	28	some	some	DET
fsr-4114	227	29	ambiguity	ambiguity	NOUN
fsr-4114	227	30	.	.	PUNCT
fsr-4114	228	1	third	third	ADJ
fsr-4114	228	2	,	,	PUNCT
fsr-4114	228	3	the	the	DET
fsr-4114	228	4	use	use	NOUN
fsr-4114	228	5	of	of	ADP
fsr-4114	228	6	arrests	arrest	NOUN
fsr-4114	228	7	is	be	AUX
fsr-4114	228	8	an	an	DET
fsr-4114	228	9	indirect	indirect	ADJ
fsr-4114	228	10	measure	measure	NOUN
fsr-4114	228	11	of	of	ADP
fsr-4114	228	12	actual	actual	ADJ
fsr-4114	228	13	fraud	fraud	NOUN
fsr-4114	228	14	occurrence	occurrence	NOUN
fsr-4114	228	15	that	that	PRON
fsr-4114	228	16	depends	depend	VERB
fsr-4114	228	17	on	on	ADP
fsr-4114	228	18	several	several	ADJ
fsr-4114	228	19	factors	factor	NOUN
fsr-4114	228	20	related	relate	VERB
fsr-4114	228	21	to	to	ADP
fsr-4114	228	22	crime	crime	NOUN
fsr-4114	228	23	reporting	reporting	NOUN
fsr-4114	228	24	and	and	CCONJ
fsr-4114	228	25	law	law	NOUN
fsr-4114	228	26	enforcement	enforcement	NOUN
fsr-4114	228	27	action	action	NOUN
fsr-4114	228	28	.	.	PUNCT
fsr-4114	229	1	fourth	fourth	ADJ
fsr-4114	229	2	,	,	PUNCT
fsr-4114	229	3	although	although	SCONJ
fsr-4114	229	4	our	our	PRON
fsr-4114	229	5	difference	difference	NOUN
fsr-4114	229	6	-	-	PUNCT
fsr-4114	229	7	in	in	ADP
fsr-4114	229	8	-	-	PUNCT
fsr-4114	229	9	differences	difference	NOUN
fsr-4114	229	10	(	(	PUNCT
fsr-4114	229	11	did	do	AUX
fsr-4114	229	12	)	)	PUNCT
fsr-4114	229	13	framework	framework	NOUN
fsr-4114	229	14	adjusts	adjust	VERB
fsr-4114	229	15	for	for	ADP
fsr-4114	229	16	unobserved	unobserved	ADJ
fsr-4114	229	17	time	time	NOUN
fsr-4114	229	18	-	-	PUNCT
fsr-4114	229	19	invariant	invariant	ADJ
fsr-4114	229	20	differences	difference	NOUN
fsr-4114	229	21	and	and	CCONJ
fsr-4114	229	22	shared	share	VERB
fsr-4114	229	23	temporal	temporal	ADJ
fsr-4114	229	24	shocks	shock	NOUN
fsr-4114	229	25	,	,	PUNCT
fsr-4114	229	26	craigslist	craigslist	NOUN
fsr-4114	229	27	adoption	adoption	NOUN
fsr-4114	229	28	may	may	AUX
fsr-4114	229	29	still	still	ADV
fsr-4114	229	30	be	be	AUX
fsr-4114	229	31	correlated	correlate	VERB
fsr-4114	229	32	with	with	ADP
fsr-4114	229	33	unobserved	unobserved	ADJ
fsr-4114	229	34	local	local	ADJ
fsr-4114	229	35	characteristics	characteristic	NOUN
fsr-4114	229	36	.	.	PUNCT
fsr-4114	230	1	while	while	SCONJ
fsr-4114	230	2	we	we	PRON
fsr-4114	230	3	used	use	VERB
fsr-4114	230	4	robustness	robustness	NOUN
fsr-4114	230	5	checks	check	NOUN
fsr-4114	230	6	and	and	CCONJ
fsr-4114	230	7	staggered	stagger	VERB
fsr-4114	230	8	rollout	rollout	NOUN
fsr-4114	230	9	to	to	PART
fsr-4114	230	10	mitigate	mitigate	VERB
fsr-4114	230	11	this	this	DET
fsr-4114	230	12	concern	concern	NOUN
fsr-4114	230	13	,	,	PUNCT
fsr-4114	230	14	a	a	DET
fsr-4114	230	15	formal	formal	ADJ
fsr-4114	230	16	probit	probit	NOUN
fsr-4114	230	17	model	model	NOUN
fsr-4114	230	18	predicting	predict	VERB
fsr-4114	230	19	craigslist	craigslist	NOUN
fsr-4114	230	20	entry	entry	NOUN
fsr-4114	230	21	could	could	AUX
fsr-4114	230	22	further	far	ADV
fsr-4114	230	23	validate	validate	VERB
fsr-4114	230	24	our	our	PRON
fsr-4114	230	25	identification	identification	NOUN
fsr-4114	230	26	strategy	strategy	NOUN
fsr-4114	230	27	and	and	CCONJ
fsr-4114	230	28	remains	remain	VERB
fsr-4114	230	29	an	an	DET
fsr-4114	230	30	area	area	NOUN
fsr-4114	230	31	for	for	ADP
fsr-4114	230	32	future	future	ADJ
fsr-4114	230	33	research	research	NOUN
fsr-4114	230	34	.	.	PUNCT
fsr-4114	231	1	finally	finally	ADV
fsr-4114	231	2	,	,	PUNCT
fsr-4114	231	3	we	we	PRON
fsr-4114	231	4	do	do	AUX
fsr-4114	231	5	not	not	PART
fsr-4114	231	6	test	test	VERB
fsr-4114	231	7	the	the	DET
fsr-4114	231	8	mechanisms	mechanism	NOUN
fsr-4114	231	9	underlying	underlie	VERB
fsr-4114	231	10	the	the	DET
fsr-4114	231	11	observed	observed	ADJ
fsr-4114	231	12	reduction	reduction	NOUN
fsr-4114	231	13	in	in	ADP
fsr-4114	231	14	arrests	arrest	NOUN
fsr-4114	231	15	—	—	PUNCT
fsr-4114	231	16	such	such	ADJ
fsr-4114	231	17	as	as	ADP
fsr-4114	231	18	digital	digital	ADJ
fsr-4114	231	19	trails	trail	NOUN
fsr-4114	231	20	,	,	PUNCT
fsr-4114	231	21	peer	peer	NOUN
fsr-4114	231	22	flagging	flagging	NOUN
fsr-4114	231	23	,	,	PUNCT
fsr-4114	231	24	or	or	CCONJ
fsr-4114	231	25	reduced	reduce	VERB
fsr-4114	231	26	exposure	exposure	NOUN
fsr-4114	231	27	to	to	ADP
fsr-4114	231	28	deceptive	deceptive	ADJ
fsr-4114	231	29	advertising	advertising	NOUN
fsr-4114	231	30	.	.	PUNCT
fsr-4114	232	1	these	these	PRON
fsr-4114	232	2	remain	remain	VERB
fsr-4114	232	3	promising	promise	VERB
fsr-4114	232	4	areas	area	NOUN
fsr-4114	232	5	for	for	ADP
fsr-4114	232	6	future	future	ADJ
fsr-4114	232	7	research	research	NOUN
fsr-4114	232	8	on	on	ADP
fsr-4114	232	9	how	how	SCONJ
fsr-4114	232	10	marketplace	marketplace	NOUN
fsr-4114	232	11	design	design	NOUN
fsr-4114	232	12	influences	influence	VERB
fsr-4114	232	13	consumer	consumer	NOUN
fsr-4114	232	14	safety	safety	NOUN
fsr-4114	232	15	outcomes	outcome	NOUN
fsr-4114	232	16	.	.	PUNCT
fsr-4114	233	1	references	reference	NOUN
fsr-4114	233	2	anderson	anderson	PROPN
fsr-4114	233	3	,	,	PUNCT
fsr-4114	233	4	d.	d.	PROPN
fsr-4114	233	5	m.	m.	PROPN
fsr-4114	233	6	(	(	PUNCT
fsr-4114	233	7	2014	2014	NUM
fsr-4114	233	8	)	)	PUNCT
fsr-4114	233	9	.	.	PUNCT
fsr-4114	234	1	in	in	ADP
fsr-4114	234	2	school	school	NOUN
fsr-4114	234	3	and	and	CCONJ
fsr-4114	234	4	out	out	ADP
fsr-4114	234	5	of	of	ADP
fsr-4114	234	6	trouble	trouble	NOUN
fsr-4114	234	7	?	?	PUNCT
fsr-4114	235	1	the	the	DET
fsr-4114	235	2	minimum	minimum	ADJ
fsr-4114	235	3	dropout	dropout	NOUN
fsr-4114	235	4	age	age	NOUN
fsr-4114	235	5	and	and	CCONJ
fsr-4114	235	6	juvenile	juvenile	ADJ
fsr-4114	235	7	crime	crime	NOUN
fsr-4114	235	8	.	.	PUNCT
fsr-4114	236	1	review	review	NOUN
fsr-4114	236	2	of	of	ADP
fsr-4114	236	3	economics	economic	NOUN
fsr-4114	236	4	and	and	CCONJ
fsr-4114	236	5	statistics	statistic	NOUN
fsr-4114	236	6	,	,	PUNCT
fsr-4114	236	7	96(2	96(2	NUM
fsr-4114	236	8	)	)	PUNCT
fsr-4114	236	9	,	,	PUNCT
fsr-4114	236	10	318	318	NUM
fsr-4114	236	11	-	-	SYM
fsr-4114	236	12	331	331	NUM
fsr-4114	236	13	.	.	PUNCT
fsr-4114	237	1	anderson	anderson	PROPN
fsr-4114	237	2	,	,	PUNCT
fsr-4114	237	3	k.	k.	PROPN
fsr-4114	237	4	b.	b.	PROPN
fsr-4114	237	5	(	(	PUNCT
fsr-4114	237	6	2004	2004	NUM
fsr-4114	237	7	)	)	PUNCT
fsr-4114	237	8	.	.	PUNCT
fsr-4114	238	1	consumer	consumer	NOUN
fsr-4114	238	2	fraud	fraud	NOUN
fsr-4114	238	3	in	in	ADP
fsr-4114	238	4	the	the	DET
fsr-4114	238	5	united	united	PROPN
fsr-4114	238	6	states	states	PROPN
fsr-4114	238	7	:	:	PUNCT
fsr-4114	238	8	an	an	DET
fsr-4114	238	9	ftc	ftc	PROPN
fsr-4114	238	10	survey	survey	NOUN
fsr-4114	238	11	.	.	PUNCT
fsr-4114	239	1	https://www.ftc.gov/sites/default/files/d	https://www.ftc.gov/sites/default/files/d	PROPN
fsr-4114	239	2	ocuments	ocument	NOUN
fsr-4114	239	3	/	/	SYM
fsr-4114	239	4	reports	report	NOUN
fsr-4114	239	5	/	/	SYM
fsr-4114	239	6	consumer	consumer	NOUN
fsr-4114	239	7	-	-	PUNCT
fsr-4114	239	8	fraudunited	fraudunite	VERB
fsr-4114	239	9	-	-	PUNCT
fsr-4114	239	10	states	state	NOUN
fsr-4114	239	11	-	-	PUNCT
fsr-4114	239	12	ftcsurvey/040805confraudrpt.pdf	ftcsurvey/040805confraudrpt.pdf	NOUN
fsr-4114	239	13	brynjolfsson	brynjolfsson	PROPN
fsr-4114	239	14	,	,	PUNCT
fsr-4114	239	15	e.	e.	PROPN
fsr-4114	239	16	,	,	PUNCT
fsr-4114	239	17	&	&	CCONJ
fsr-4114	239	18	smith	smith	PROPN
fsr-4114	239	19	,	,	PUNCT
fsr-4114	239	20	m.	m.	PROPN
fsr-4114	239	21	d.	d.	PROPN
fsr-4114	239	22	(	(	PUNCT
fsr-4114	239	23	2000	2000	NUM
fsr-4114	239	24	)	)	PUNCT
fsr-4114	239	25	.	.	PUNCT
fsr-4114	240	1	frictionless	frictionless	PROPN
fsr-4114	240	2	commerce	commerce	PROPN
fsr-4114	240	3	?	?	PUNCT
fsr-4114	241	1	a	a	DET
fsr-4114	241	2	comparison	comparison	NOUN
fsr-4114	241	3	of	of	ADP
fsr-4114	241	4	internet	internet	NOUN
fsr-4114	241	5	and	and	CCONJ
fsr-4114	241	6	conventional	conventional	ADJ
fsr-4114	241	7	retailers	retailer	NOUN
fsr-4114	241	8	.	.	PUNCT
fsr-4114	242	1	management	management	NOUN
fsr-4114	242	2	science	science	NOUN
fsr-4114	242	3	,	,	PUNCT
fsr-4114	242	4	46(4	46(4	NOUN
fsr-4114	242	5	)	)	PUNCT
fsr-4114	242	6	,	,	PUNCT
fsr-4114	242	7	563	563	NUM
fsr-4114	242	8	-	-	SYM
fsr-4114	242	9	585	585	NUM
fsr-4114	242	10	.	.	PUNCT
fsr-4114	243	1	callaway	callaway	PROPN
fsr-4114	243	2	,	,	PUNCT
fsr-4114	243	3	b.	b.	PROPN
fsr-4114	243	4	,	,	PUNCT
fsr-4114	243	5	&	&	CCONJ
fsr-4114	243	6	sant’anna	sant’anna	NOUN
fsr-4114	243	7	,	,	PUNCT
fsr-4114	243	8	p.	p.	NOUN
fsr-4114	243	9	h.	h.	PROPN
fsr-4114	243	10	(	(	PUNCT
fsr-4114	243	11	2021	2021	NUM
fsr-4114	243	12	)	)	PUNCT
fsr-4114	243	13	.	.	PUNCT
fsr-4114	244	1	difference	difference	NOUN
fsr-4114	244	2	-	-	PUNCT
fsr-4114	244	3	in	in	ADP
fsr-4114	244	4	-	-	PUNCT
fsr-4114	244	5	differences	difference	NOUN
fsr-4114	244	6	with	with	ADP
fsr-4114	244	7	multiple	multiple	ADJ
fsr-4114	244	8	time	time	NOUN
fsr-4114	244	9	periods	period	NOUN
fsr-4114	244	10	.	.	PUNCT
fsr-4114	245	1	journal	journal	PROPN
fsr-4114	245	2	of	of	ADP
fsr-4114	245	3	econometrics	econometric	NOUN
fsr-4114	245	4	,	,	PUNCT
fsr-4114	245	5	225(2	225(2	NUM
fsr-4114	245	6	)	)	PUNCT
fsr-4114	245	7	,	,	PUNCT
fsr-4114	245	8	200	200	NUM
fsr-4114	245	9	-	-	SYM
fsr-4114	245	10	230	230	NUM
fsr-4114	245	11	.	.	PUNCT
fsr-4114	246	1	cunningham	cunningham	PROPN
fsr-4114	246	2	,	,	PUNCT
fsr-4114	246	3	s.	s.	PROPN
fsr-4114	246	4	,	,	PUNCT
fsr-4114	246	5	deangelo	deangelo	PROPN
fsr-4114	246	6	,	,	PUNCT
fsr-4114	246	7	g.	g.	PROPN
fsr-4114	246	8	,	,	PUNCT
fsr-4114	246	9	&	&	CCONJ
fsr-4114	246	10	tripp	tripp	PROPN
fsr-4114	246	11	,	,	PUNCT
fsr-4114	246	12	j.	j.	PROPN
fsr-4114	246	13	(	(	PUNCT
fsr-4114	246	14	2017	2017	NUM
fsr-4114	246	15	,	,	PUNCT
fsr-4114	246	16	january	january	PROPN
fsr-4114	246	17	)	)	PUNCT
fsr-4114	246	18	.	.	PUNCT
fsr-4114	247	1	craigslist	craigslist	NOUN
fsr-4114	247	2	’s	’s	PART
fsr-4114	247	3	effect	effect	NOUN
fsr-4114	247	4	on	on	ADP
fsr-4114	247	5	violence	violence	NOUN
fsr-4114	247	6	against	against	ADP
fsr-4114	247	7	women	woman	NOUN
fsr-4114	247	8	.	.	PUNCT
fsr-4114	248	1	paper	paper	NOUN
fsr-4114	248	2	presented	present	VERB
fsr-4114	248	3	at	at	ADP
fsr-4114	248	4	the	the	DET
fsr-4114	248	5	american	american	PROPN
fsr-4114	248	6	economic	economic	PROPN
fsr-4114	248	7	association	association	PROPN
fsr-4114	248	8	conference	conference	PROPN
fsr-4114	248	9	,	,	PUNCT
fsr-4114	248	10	chicago	chicago	PROPN
fsr-4114	248	11	,	,	PUNCT
fsr-4114	248	12	il	il	PROPN
fsr-4114	248	13	.	.	PROPN
fsr-4114	248	14	cunningham	cunningham	PROPN
fsr-4114	248	15	,	,	PUNCT
fsr-4114	248	16	s.	s.	PROPN
fsr-4114	248	17	,	,	PUNCT
fsr-4114	248	18	deangelo	deangelo	PROPN
fsr-4114	248	19	,	,	PUNCT
fsr-4114	248	20	g.	g.	PROPN
fsr-4114	248	21	,	,	PUNCT
fsr-4114	248	22	&	&	CCONJ
fsr-4114	248	23	tripp	tripp	PROPN
fsr-4114	248	24	,	,	PUNCT
fsr-4114	248	25	j.	j.	PROPN
fsr-4114	248	26	(	(	PUNCT
fsr-4114	248	27	2024	2024	NUM
fsr-4114	248	28	)	)	PUNCT
fsr-4114	248	29	.	.	PUNCT
fsr-4114	249	1	did	do	AUX
fsr-4114	249	2	craigslist	craigslist	VERB
fsr-4114	249	3	’s	’s	PART
fsr-4114	249	4	erotic	erotic	ADJ
fsr-4114	249	5	services	service	NOUN
fsr-4114	249	6	reduce	reduce	VERB
fsr-4114	249	7	female	female	ADJ
fsr-4114	249	8	homicide	homicide	NOUN
fsr-4114	249	9	and	and	CCONJ
fsr-4114	249	10	rape	rape	NOUN
fsr-4114	249	11	?	?	PUNCT
fsr-4114	250	1	journal	journal	NOUN
fsr-4114	250	2	of	of	ADP
fsr-4114	250	3	human	human	ADJ
fsr-4114	250	4	resources	resource	NOUN
fsr-4114	250	5	,	,	PUNCT
fsr-4114	250	6	59(1	59(1	NUM
fsr-4114	250	7	)	)	PUNCT
fsr-4114	250	8	,	,	PUNCT
fsr-4114	250	9	280	280	NUM
fsr-4114	250	10	-	-	SYM
fsr-4114	250	11	315	315	NUM
fsr-4114	250	12	.	.	PUNCT
fsr-4114	251	1	federal	federal	ADJ
fsr-4114	251	2	bureau	bureau	PROPN
fsr-4114	251	3	of	of	ADP
fsr-4114	251	4	investigation	investigation	NOUN
fsr-4114	251	5	.	.	PUNCT
fsr-4114	252	1	(	(	PUNCT
fsr-4114	252	2	2004	2004	NUM
fsr-4114	252	3	)	)	PUNCT
fsr-4114	252	4	.	.	PUNCT
fsr-4114	253	1	uniform	uniform	PROPN
fsr-4114	253	2	crime	crime	PROPN
fsr-4114	253	3	reporting	reporting	NOUN
fsr-4114	253	4	handbook	handbook	NOUN
fsr-4114	253	5	.	.	PUNCT
fsr-4114	254	1	u.s	u.s	PROPN
fsr-4114	254	2	.	.	PROPN
fsr-4114	254	3	department	department	PROPN
fsr-4114	254	4	of	of	ADP
fsr-4114	254	5	justice	justice	NOUN
fsr-4114	254	6	.	.	PUNCT
fsr-4114	255	1	https://ucr.fbi.gov/additional-ucrpublications/ucr_handbook.pdf	https://ucr.fbi.gov/additional-ucrpublications/ucr_handbook.pdf	PROPN
fsr-4114	255	2	federal	federal	PROPN
fsr-4114	255	3	trade	trade	PROPN
fsr-4114	255	4	commission	commission	PROPN
fsr-4114	255	5	.	.	PUNCT
fsr-4114	256	1	(	(	PUNCT
fsr-4114	256	2	2006	2006	NUM
fsr-4114	256	3	)	)	PUNCT
fsr-4114	256	4	.	.	PUNCT
fsr-4114	257	1	consumer	consumer	NOUN
fsr-4114	257	2	fraud	fraud	NOUN
fsr-4114	257	3	and	and	CCONJ
fsr-4114	257	4	identity	identity	NOUN
fsr-4114	257	5	theft	theft	NOUN
fsr-4114	257	6	complaint	complaint	NOUN
fsr-4114	257	7	data	datum	NOUN
fsr-4114	257	8	january	january	PROPN
fsr-4114	257	9	december	december	PROPN
fsr-4114	257	10	2006	2006	NUM
fsr-4114	257	11	.	.	PUNCT
fsr-4114	258	1	https://www.ftc.gov/sites/default/files/d	https://www.ftc.gov/sites/default/files/d	PROPN
fsr-4114	258	2	ocuments	ocument	NOUN
fsr-4114	258	3	/	/	SYM
fsr-4114	258	4	reports_annual	reports_annual	ADJ
fsr-4114	258	5	/	/	SYM
fsr-4114	258	6	sentinel	sentinel	ADJ
fsr-4114	258	7	-	-	PUNCT
fsr-4114	258	8	cy2006	cy2006	NOUN
fsr-4114	258	9	/	/	SYM
fsr-4114	258	10	sentinel	sentinel	ADJ
fsr-4114	258	11	-	-	PUNCT
fsr-4114	258	12	cy2006.pdf	cy2006.pdf	NOUN
fsr-4114	258	13	flood	flood	NOUN
fsr-4114	258	14	,	,	PUNCT
fsr-4114	258	15	s.	s.	PROPN
fsr-4114	258	16	,	,	PUNCT
fsr-4114	258	17	king	king	NOUN
fsr-4114	258	18	,	,	PUNCT
fsr-4114	258	19	m.	m.	NOUN
fsr-4114	258	20	,	,	PUNCT
fsr-4114	258	21	rodgers	rodger	NOUN
fsr-4114	258	22	,	,	PUNCT
fsr-4114	258	23	r.	r.	PROPN
fsr-4114	258	24	,	,	PUNCT
fsr-4114	258	25	ruggles	ruggle	NOUN
fsr-4114	258	26	,	,	PUNCT
fsr-4114	258	27	s.	s.	PROPN
fsr-4114	258	28	,	,	PUNCT
fsr-4114	258	29	robert	robert	PROPN
fsr-4114	258	30	,	,	PUNCT
fsr-4114	258	31	j.	j.	PROPN
fsr-4114	258	32	w.	w.	PROPN
fsr-4114	258	33	,	,	PUNCT
fsr-4114	258	34	backman	backman	PROPN
fsr-4114	258	35	,	,	PUNCT
fsr-4114	258	36	d.	d.	PROPN
fsr-4114	258	37	,	,	PUNCT
fsr-4114	258	38	chen	chen	PROPN
fsr-4114	258	39	,	,	PUNCT
fsr-4114	258	40	a.	a.	PROPN
fsr-4114	258	41	,	,	PUNCT
fsr-4114	258	42	cooper	cooper	PROPN
fsr-4114	258	43	,	,	PUNCT
fsr-4114	258	44	g.	g.	PROPN
fsr-4114	258	45	,	,	PUNCT
fsr-4114	258	46	richards	richards	PROPN
fsr-4114	258	47	,	,	PUNCT
fsr-4114	258	48	s.	s.	PROPN
fsr-4114	258	49	,	,	PUNCT
fsr-4114	258	50	schouweiler	schouweiler	PROPN
fsr-4114	258	51	,	,	PUNCT
fsr-4114	258	52	m.	m.	NOUN
fsr-4114	258	53	,	,	PUNCT
fsr-4114	258	54	&	&	CCONJ
fsr-4114	258	55	westberry	westberry	NOUN
fsr-4114	258	56	,	,	PUNCT
fsr-4114	258	57	m.	m.	NOUN
fsr-4114	258	58	(	(	PUNCT
fsr-4114	258	59	2023	2023	NUM
fsr-4114	258	60	)	)	PUNCT
fsr-4114	258	61	.	.	PUNCT
fsr-4114	259	1	ipums	ipums	PROPN
fsr-4114	259	2	cps	cps	PROPN
fsr-4114	259	3	:	:	PUNCT
fsr-4114	259	4	version	version	NOUN
fsr-4114	259	5	11.0	11.0	NUM
fsr-4114	260	1	[	[	NOUN
fsr-4114	260	2	dataset	dataset	X
fsr-4114	260	3	]	]	X
fsr-4114	260	4	.	.	PUNCT
fsr-4114	261	1	https://www.ipums.org/projects/ipumscps/d030.v11.0	https://www.ipums.org/projects/ipumscps/d030.v11.0	PROPN
fsr-4114	261	2	fone	fone	PROPN
fsr-4114	261	3	,	,	PUNCT
fsr-4114	261	4	z.	z.	PROPN
fsr-4114	261	5	s.	s.	PROPN
fsr-4114	261	6	,	,	PUNCT
fsr-4114	261	7	sabia	sabia	PROPN
fsr-4114	261	8	,	,	PUNCT
fsr-4114	261	9	j.	j.	PROPN
fsr-4114	261	10	j.	j.	PROPN
fsr-4114	261	11	,	,	PUNCT
fsr-4114	261	12	&	&	CCONJ
fsr-4114	261	13	cesur	cesur	PROPN
fsr-4114	261	14	,	,	PUNCT
fsr-4114	261	15	r.	r.	PROPN
fsr-4114	261	16	(	(	PUNCT
fsr-4114	261	17	2023	2023	NUM
fsr-4114	261	18	)	)	PUNCT
fsr-4114	261	19	.	.	PUNCT
fsr-4114	262	1	the	the	DET
fsr-4114	262	2	unintended	unintended	ADJ
fsr-4114	262	3	effects	effect	NOUN
fsr-4114	262	4	of	of	ADP
fsr-4114	262	5	minimum	minimum	ADJ
fsr-4114	262	6	wage	wage	NOUN
fsr-4114	262	7	increases	increase	NOUN
fsr-4114	262	8	on	on	ADP
fsr-4114	262	9	crime	crime	NOUN
fsr-4114	262	10	.	.	PUNCT
fsr-4114	263	1	journal	journal	NOUN
fsr-4114	263	2	of	of	ADP
fsr-4114	263	3	public	public	ADJ
fsr-4114	263	4	economics	economic	NOUN
fsr-4114	263	5	,	,	PUNCT
fsr-4114	263	6	219	219	NUM
fsr-4114	263	7	,	,	PUNCT
fsr-4114	263	8	104780	104780	NUM
fsr-4114	263	9	.	.	PUNCT
fsr-4114	264	1	freese	freese	PROPN
fsr-4114	264	2	,	,	PUNCT
fsr-4114	264	3	s.	s.	PROPN
fsr-4114	264	4	m.	m.	PROPN
fsr-4114	264	5	(	(	PUNCT
fsr-4114	264	6	2011	2011	NUM
fsr-4114	264	7	)	)	PUNCT
fsr-4114	264	8	.	.	PUNCT
fsr-4114	265	1	craigslist	craigslist	VERB
fsr-4114	265	2	the	the	DET
fsr-4114	265	3	company	company	NOUN
fsr-4114	265	4	and	and	CCONJ
fsr-4114	265	5	its	its	PRON
fsr-4114	265	6	founder	founder	NOUN
fsr-4114	265	7	(	(	PUNCT
fsr-4114	265	8	r.	r.	PROPN
fsr-4114	265	9	rowell	rowell	PROPN
fsr-4114	265	10	,	,	PUNCT
fsr-4114	265	11	ed	ed	NOUN
fsr-4114	265	12	.	.	PUNCT
fsr-4114	265	13	)	)	PUNCT
fsr-4114	265	14	.	.	PUNCT
fsr-4114	266	1	abdo	abdo	PROPN
fsr-4114	266	2	publishing	publishing	PROPN
fsr-4114	266	3	company	company	NOUN
fsr-4114	266	4	.	.	PUNCT
fsr-4114	267	1	fremstad	fremstad	PROPN
fsr-4114	267	2	,	,	PUNCT
fsr-4114	267	3	a.	a.	NOUN
fsr-4114	267	4	(	(	PUNCT
fsr-4114	267	5	2017	2017	NUM
fsr-4114	267	6	)	)	PUNCT
fsr-4114	267	7	.	.	PUNCT
fsr-4114	268	1	does	do	AUX
fsr-4114	268	2	craigslist	craigslist	NOUN
fsr-4114	268	3	reduce	reduce	VERB
fsr-4114	268	4	waste	waste	NOUN
fsr-4114	268	5	?	?	PUNCT
fsr-4114	269	1	evidence	evidence	NOUN
fsr-4114	269	2	from	from	ADP
fsr-4114	269	3	california	california	PROPN
fsr-4114	269	4	and	and	CCONJ
fsr-4114	269	5	https://www.ftc.gov/sites/default/files/documents/reports/consumer-fraud-united-states-ftc-survey/040805confraudrpt.pdf	https://www.ftc.gov/sites/default/files/documents/reports/consumer-fraud-united-states-ftc-survey/040805confraudrpt.pdf	NOUN
fsr-4114	269	6	https://www.ftc.gov/sites/default/files/documents/reports/consumer-fraud-united-states-ftc-survey/040805confraudrpt.pdf	https://www.ftc.gov/sites/default/files/documents/reports/consumer-fraud-united-states-ftc-survey/040805confraudrpt.pdf	PROPN
fsr-4114	269	7	https://www.ftc.gov/sites/default/files/documents/reports/consumer-fraud-united-states-ftc-survey/040805confraudrpt.pdf	https://www.ftc.gov/sites/default/files/documents/reports/consumer-fraud-united-states-ftc-survey/040805confraudrpt.pdf	PROPN
fsr-4114	269	8	https://www.ftc.gov/sites/default/files/documents/reports/consumer-fraud-united-states-ftc-survey/040805confraudrpt.pdf	https://www.ftc.gov/sites/default/files/documents/reports/consumer-fraud-united-states-ftc-survey/040805confraudrpt.pdf	PROPN
fsr-4114	269	9	https://ucr.fbi.gov/additional-ucr-publications/ucr_handbook.pdf	https://ucr.fbi.gov/additional-ucr-publications/ucr_handbook.pdf	VERB
fsr-4114	269	10	https://ucr.fbi.gov/additional-ucr-publications/ucr_handbook.pdf	https://ucr.fbi.gov/additional-ucr-publications/ucr_handbook.pdf	PROPN
fsr-4114	269	11	https://www.ftc.gov/sites/default/files/documents/reports_annual/sentinel-cy-2006/sentinel-cy2006.pdf	https://www.ftc.gov/sites/default/files/documents/reports_annual/sentinel-cy-2006/sentinel-cy2006.pdf	NOUN
fsr-4114	269	12	https://www.ftc.gov/sites/default/files/documents/reports_annual/sentinel-cy-2006/sentinel-cy2006.pdf	https://www.ftc.gov/sites/default/files/documents/reports_annual/sentinel-cy-2006/sentinel-cy2006.pdf	NOUN
fsr-4114	269	13	https://www.ftc.gov/sites/default/files/documents/reports_annual/sentinel-cy-2006/sentinel-cy2006.pdf	https://www.ftc.gov/sites/default/files/documents/reports_annual/sentinel-cy-2006/sentinel-cy2006.pdf	NOUN
fsr-4114	269	14	financial	financial	ADJ
fsr-4114	269	15	services	service	NOUN
fsr-4114	269	16	review	review	VERB
fsr-4114	269	17	33(4	33(4	NUM
fsr-4114	269	18	)	)	PUNCT
fsr-4114	269	19	132	132	NUM
fsr-4114	269	20	florida	florida	PROPN
fsr-4114	269	21	.	.	PUNCT
fsr-4114	270	1	ecological	ecological	ADJ
fsr-4114	270	2	economics	economic	NOUN
fsr-4114	270	3	,	,	PUNCT
fsr-4114	270	4	132	132	NUM
fsr-4114	270	5	,	,	PUNCT
fsr-4114	270	6	135	135	NUM
fsr-4114	270	7	-	-	SYM
fsr-4114	270	8	143	143	NUM
fsr-4114	270	9	.	.	PUNCT
fsr-4114	271	1	garg	garg	NOUN
fsr-4114	271	2	,	,	PUNCT
fsr-4114	271	3	v.	v.	PROPN
fsr-4114	271	4	,	,	PUNCT
fsr-4114	271	5	&	&	CCONJ
fsr-4114	271	6	nilizadeh	nilizadeh	PROPN
fsr-4114	271	7	,	,	PUNCT
fsr-4114	271	8	s.	s.	PROPN
fsr-4114	271	9	(	(	PUNCT
fsr-4114	271	10	2013	2013	NUM
fsr-4114	271	11	,	,	PUNCT
fsr-4114	271	12	may	may	AUX
fsr-4114	271	13	)	)	PUNCT
fsr-4114	271	14	.	.	PUNCT
fsr-4114	272	1	craigslist	craigslist	NOUN
fsr-4114	272	2	scams	scam	NOUN
fsr-4114	272	3	and	and	CCONJ
fsr-4114	272	4	community	community	NOUN
fsr-4114	272	5	composition	composition	NOUN
fsr-4114	272	6	:	:	PUNCT
fsr-4114	272	7	investigating	investigate	VERB
fsr-4114	272	8	online	online	ADJ
fsr-4114	272	9	fraud	fraud	NOUN
fsr-4114	272	10	victimization	victimization	NOUN
fsr-4114	272	11	.	.	PUNCT
fsr-4114	273	1	in	in	ADP
fsr-4114	273	2	2013	2013	NUM
fsr-4114	273	3	ieee	ieee	NOUN
fsr-4114	273	4	symposium	symposium	NOUN
fsr-4114	273	5	on	on	ADP
fsr-4114	273	6	security	security	NOUN
fsr-4114	273	7	and	and	CCONJ
fsr-4114	273	8	privacy	privacy	NOUN
fsr-4114	273	9	workshops	workshop	NOUN
fsr-4114	273	10	(	(	PUNCT
fsr-4114	273	11	spw	spw	PROPN
fsr-4114	273	12	)	)	PUNCT
fsr-4114	273	13	(	(	PUNCT
fsr-4114	273	14	pp	pp	ADJ
fsr-4114	273	15	.	.	PUNCT
fsr-4114	274	1	123	123	NUM
fsr-4114	274	2	-	-	SYM
fsr-4114	274	3	126	126	NUM
fsr-4114	274	4	)	)	PUNCT
fsr-4114	274	5	.	.	PUNCT
fsr-4114	275	1	ieee	ieee	PROPN
fsr-4114	275	2	.	.	PUNCT
fsr-4114	276	1	https://doi.org/10.1109/spw.2013.21	https://doi.org/10.1109/spw.2013.21	ADJ
fsr-4114	276	2	gurun	gurun	NOUN
fsr-4114	276	3	,	,	PUNCT
fsr-4114	276	4	u.	u.	PROPN
fsr-4114	276	5	g.	g.	PROPN
fsr-4114	276	6	,	,	PUNCT
fsr-4114	276	7	matvos	matvos	PROPN
fsr-4114	276	8	,	,	PUNCT
fsr-4114	276	9	g.	g.	PROPN
fsr-4114	276	10	,	,	PUNCT
fsr-4114	276	11	&	&	CCONJ
fsr-4114	276	12	seru	seru	PROPN
fsr-4114	276	13	,	,	PUNCT
fsr-4114	276	14	a.	a.	PROPN
fsr-4114	276	15	(	(	PUNCT
fsr-4114	276	16	2016	2016	NUM
fsr-4114	276	17	)	)	PUNCT
fsr-4114	276	18	.	.	PUNCT
fsr-4114	277	1	advertising	advertise	VERB
fsr-4114	277	2	expensive	expensive	ADJ
fsr-4114	277	3	mortgages	mortgage	NOUN
fsr-4114	277	4	.	.	PUNCT
fsr-4114	278	1	the	the	DET
fsr-4114	278	2	journal	journal	PROPN
fsr-4114	278	3	of	of	ADP
fsr-4114	278	4	finance	finance	NOUN
fsr-4114	278	5	,	,	PUNCT
fsr-4114	278	6	71(5	71(5	NUM
fsr-4114	278	7	)	)	PUNCT
fsr-4114	278	8	,	,	PUNCT
fsr-4114	278	9	2371–2416	2371–2416	NUM
fsr-4114	278	10	.	.	PUNCT
fsr-4114	279	1	https://doi.org/10.1111/jofi.12423	https://doi.org/10.1111/jofi.12423	PROPN
fsr-4114	279	2	heese	heese	PROPN
fsr-4114	279	3	,	,	PUNCT
fsr-4114	279	4	j.	j.	PROPN
fsr-4114	279	5	,	,	PUNCT
fsr-4114	279	6	pérez	pérez	NOUN
fsr-4114	279	7	-	-	PUNCT
fsr-4114	279	8	cavazos	cavazos	PROPN
fsr-4114	279	9	,	,	PUNCT
fsr-4114	279	10	g.	g.	PROPN
fsr-4114	279	11	,	,	PUNCT
fsr-4114	279	12	&	&	CCONJ
fsr-4114	279	13	peter	peter	PROPN
fsr-4114	279	14	,	,	PUNCT
fsr-4114	279	15	c.	c.	PROPN
fsr-4114	279	16	d.	d.	PROPN
fsr-4114	279	17	(	(	PUNCT
fsr-4114	279	18	2022	2022	NUM
fsr-4114	279	19	)	)	PUNCT
fsr-4114	279	20	.	.	PUNCT
fsr-4114	280	1	when	when	SCONJ
fsr-4114	280	2	the	the	DET
fsr-4114	280	3	local	local	ADJ
fsr-4114	280	4	newspaper	newspaper	NOUN
fsr-4114	280	5	leaves	leave	VERB
fsr-4114	280	6	town	town	NOUN
fsr-4114	280	7	:	:	PUNCT
fsr-4114	280	8	the	the	DET
fsr-4114	280	9	effects	effect	NOUN
fsr-4114	280	10	of	of	ADP
fsr-4114	280	11	local	local	ADJ
fsr-4114	280	12	newspaper	newspaper	NOUN
fsr-4114	280	13	closures	closure	NOUN
fsr-4114	280	14	on	on	ADP
fsr-4114	280	15	corporate	corporate	ADJ
fsr-4114	280	16	misconduct	misconduct	NOUN
fsr-4114	280	17	.	.	PUNCT
fsr-4114	281	1	journal	journal	NOUN
fsr-4114	281	2	of	of	ADP
fsr-4114	281	3	financial	financial	ADJ
fsr-4114	281	4	economics	economic	NOUN
fsr-4114	281	5	,	,	PUNCT
fsr-4114	281	6	145(2	145(2	NUM
fsr-4114	281	7	)	)	PUNCT
fsr-4114	281	8	,	,	PUNCT
fsr-4114	281	9	445–463	445–463	NUM
fsr-4114	281	10	.	.	PUNCT
fsr-4114	282	1	https://doi.org/10.1016/j.jfineco.2021.08	https://doi.org/10.1016/j.jfineco.2021.08	PROPN
fsr-4114	282	2	.015	.015	NUM
fsr-4114	282	3	hill	hill	PROPN
fsr-4114	282	4	,	,	PUNCT
fsr-4114	282	5	r.	r.	PROPN
fsr-4114	282	6	p.	p.	PROPN
fsr-4114	282	7	,	,	PUNCT
fsr-4114	282	8	&	&	CCONJ
fsr-4114	282	9	sharma	sharma	PROPN
fsr-4114	282	10	,	,	PUNCT
fsr-4114	282	11	e.	e.	PROPN
fsr-4114	282	12	(	(	PUNCT
fsr-4114	282	13	2020	2020	NUM
fsr-4114	282	14	)	)	PUNCT
fsr-4114	282	15	.	.	PUNCT
fsr-4114	283	1	consumer	consumer	NOUN
fsr-4114	283	2	vulnerability	vulnerability	NOUN
fsr-4114	283	3	.	.	PUNCT
fsr-4114	284	1	journal	journal	NOUN
fsr-4114	284	2	of	of	ADP
fsr-4114	284	3	consumer	consumer	NOUN
fsr-4114	284	4	psychology	psychology	NOUN
fsr-4114	284	5	,	,	PUNCT
fsr-4114	284	6	30(3	30(3	NUM
fsr-4114	284	7	)	)	PUNCT
fsr-4114	284	8	,	,	PUNCT
fsr-4114	284	9	551	551	NUM
fsr-4114	284	10	-	-	SYM
fsr-4114	284	11	570	570	NUM
fsr-4114	284	12	.	.	PUNCT
fsr-4114	285	1	knowles	knowles	PROPN
fsr-4114	285	2	,	,	PUNCT
fsr-4114	285	3	j.	j.	PROPN
fsr-4114	285	4	(	(	PUNCT
fsr-4114	285	5	2014	2014	NUM
fsr-4114	285	6	,	,	PUNCT
fsr-4114	285	7	october	october	PROPN
fsr-4114	285	8	29	29	NUM
fsr-4114	285	9	)	)	PUNCT
fsr-4114	285	10	.	.	PUNCT
fsr-4114	286	1	additional	additional	ADJ
fsr-4114	286	2	charges	charge	NOUN
fsr-4114	286	3	filed	file	VERB
fsr-4114	286	4	in	in	ADP
fsr-4114	286	5	craigslist	craigslist	NOUN
fsr-4114	286	6	rental	rental	ADJ
fsr-4114	286	7	scam	scam	NOUN
fsr-4114	286	8	.	.	PUNCT
fsr-4114	287	1	abc7	abc7	PROPN
fsr-4114	287	2	chicago	chicago	PROPN
fsr-4114	287	3	.	.	PUNCT
fsr-4114	288	1	https://abc7chicago.com/i-teamcraigslist-apartment-scam-rental-desplaines/372081/	https://abc7chicago.com/i-teamcraigslist-apartment-scam-rental-desplaines/372081/	PROPN
fsr-4114	288	2	kroft	kroft	PROPN
fsr-4114	288	3	,	,	PUNCT
fsr-4114	288	4	k.	k.	PROPN
fsr-4114	288	5	,	,	PUNCT
fsr-4114	288	6	&	&	CCONJ
fsr-4114	288	7	pope	pope	PROPN
fsr-4114	288	8	,	,	PUNCT
fsr-4114	288	9	d.	d.	PROPN
fsr-4114	288	10	g.	g.	PROPN
fsr-4114	288	11	(	(	PUNCT
fsr-4114	288	12	2014	2014	NUM
fsr-4114	288	13	)	)	PUNCT
fsr-4114	288	14	.	.	PUNCT
fsr-4114	289	1	does	do	AUX
fsr-4114	289	2	online	online	ADJ
fsr-4114	289	3	search	search	NOUN
fsr-4114	289	4	crowd	crowd	VERB
fsr-4114	289	5	out	out	ADP
fsr-4114	289	6	traditional	traditional	ADJ
fsr-4114	289	7	search	search	NOUN
fsr-4114	289	8	and	and	CCONJ
fsr-4114	289	9	improve	improve	VERB
fsr-4114	289	10	matching	matching	NOUN
fsr-4114	289	11	efficiency	efficiency	NOUN
fsr-4114	289	12	?	?	PUNCT
fsr-4114	290	1	evidence	evidence	NOUN
fsr-4114	290	2	from	from	ADP
fsr-4114	290	3	craigslist	craigslist	NOUN
fsr-4114	290	4	.	.	PUNCT
fsr-4114	291	1	journal	journal	PROPN
fsr-4114	291	2	of	of	ADP
fsr-4114	291	3	labor	labor	NOUN
fsr-4114	291	4	economics	economic	NOUN
fsr-4114	291	5	,	,	PUNCT
fsr-4114	291	6	32(2	32(2	NUM
fsr-4114	291	7	)	)	PUNCT
fsr-4114	291	8	,	,	PUNCT
fsr-4114	291	9	259	259	NUM
fsr-4114	291	10	-	-	SYM
fsr-4114	291	11	303	303	NUM
fsr-4114	291	12	.	.	PUNCT
fsr-4114	292	1	lee	lee	PROPN
fsr-4114	292	2	,	,	PUNCT
fsr-4114	292	3	c.	c.	PROPN
fsr-4114	292	4	s.	s.	PROPN
fsr-4114	292	5	(	(	PUNCT
fsr-4114	292	6	2022	2022	NUM
fsr-4114	292	7	)	)	PUNCT
fsr-4114	292	8	.	.	PUNCT
fsr-4114	293	1	how	how	SCONJ
fsr-4114	293	2	online	online	ADJ
fsr-4114	293	3	fraud	fraud	NOUN
fsr-4114	293	4	victims	victim	NOUN
fsr-4114	293	5	are	be	AUX
fsr-4114	293	6	targeted	target	VERB
fsr-4114	293	7	in	in	ADP
fsr-4114	293	8	china	china	PROPN
fsr-4114	293	9	:	:	PUNCT
fsr-4114	293	10	a	a	DET
fsr-4114	293	11	crime	crime	NOUN
fsr-4114	293	12	script	script	NOUN
fsr-4114	293	13	analysis	analysis	NOUN
fsr-4114	293	14	of	of	ADP
fsr-4114	293	15	baidu	baidu	NOUN
fsr-4114	293	16	tieba	tieba	NOUN
fsr-4114	293	17	c2c	c2c	PROPN
fsr-4114	293	18	fraud	fraud	NOUN
fsr-4114	293	19	.	.	PUNCT
fsr-4114	294	1	crime	crime	PROPN
fsr-4114	294	2	&	&	CCONJ
fsr-4114	294	3	delinquency	delinquency	PROPN
fsr-4114	294	4	,	,	PUNCT
fsr-4114	294	5	68(13–14	68(13–14	NUM
fsr-4114	294	6	)	)	PUNCT
fsr-4114	294	7	,	,	PUNCT
fsr-4114	294	8	2529–2553	2529–2553	NUM
fsr-4114	294	9	.	.	PUNCT
fsr-4114	295	1	https://doi.org/10.1177/0011128721102	https://doi.org/10.1177/0011128721102	PROPN
fsr-4114	295	2	9862	9862	NUM
fsr-4114	295	3	lee	lee	PROPN
fsr-4114	295	4	,	,	PUNCT
fsr-4114	295	5	c.	c.	PROPN
fsr-4114	295	6	s.	s.	PROPN
fsr-4114	295	7	(	(	PUNCT
fsr-4114	295	8	2021b	2021b	NUM
fsr-4114	295	9	)	)	PUNCT
fsr-4114	295	10	.	.	PUNCT
fsr-4114	296	1	online	online	PROPN
fsr-4114	296	2	fraud	fraud	PROPN
fsr-4114	296	3	victimization	victimization	NOUN
fsr-4114	296	4	in	in	ADP
fsr-4114	296	5	china	china	PROPN
fsr-4114	296	6	:	:	PUNCT
fsr-4114	296	7	a	a	DET
fsr-4114	296	8	case	case	NOUN
fsr-4114	296	9	study	study	NOUN
fsr-4114	296	10	of	of	ADP
fsr-4114	296	11	baidu	baidu	NOUN
fsr-4114	296	12	tieba	tieba	NOUN
fsr-4114	296	13	.	.	PUNCT
fsr-4114	296	14	victims	victim	NOUN
fsr-4114	296	15	&	&	CCONJ
fsr-4114	296	16	offenders	offender	NOUN
fsr-4114	296	17	,	,	PUNCT
fsr-4114	296	18	16(3	16(3	NOUN
fsr-4114	296	19	)	)	PUNCT
fsr-4114	296	20	,	,	PUNCT
fsr-4114	296	21	343	343	NUM
fsr-4114	296	22	-	-	SYM
fsr-4114	296	23	362	362	NUM
fsr-4114	296	24	.	.	PUNCT
fsr-4114	297	1	lee	lee	PROPN
fsr-4114	297	2	,	,	PUNCT
fsr-4114	297	3	j.	j.	PROPN
fsr-4114	297	4	,	,	PUNCT
fsr-4114	297	5	&	&	CCONJ
fsr-4114	297	6	soberon‐ferrer	soberon‐ferrer	PROPN
fsr-4114	297	7	,	,	PUNCT
fsr-4114	297	8	h.	h.	PROPN
fsr-4114	297	9	(	(	PUNCT
fsr-4114	297	10	1997	1997	NUM
fsr-4114	297	11	)	)	PUNCT
fsr-4114	297	12	.	.	PUNCT
fsr-4114	298	1	consumer	consumer	NOUN
fsr-4114	298	2	vulnerability	vulnerability	NOUN
fsr-4114	298	3	to	to	PART
fsr-4114	298	4	fraud	fraud	VERB
fsr-4114	298	5	:	:	PUNCT
fsr-4114	298	6	influencing	influence	VERB
fsr-4114	298	7	factors	factor	NOUN
fsr-4114	298	8	.	.	PUNCT
fsr-4114	299	1	journal	journal	NOUN
fsr-4114	299	2	of	of	ADP
fsr-4114	299	3	consumer	consumer	NOUN
fsr-4114	299	4	affairs	affair	NOUN
fsr-4114	299	5	,	,	PUNCT
fsr-4114	299	6	31(1	31(1	NUM
fsr-4114	299	7	)	)	PUNCT
fsr-4114	299	8	,	,	PUNCT
fsr-4114	299	9	70	70	NUM
fsr-4114	299	10	-	-	SYM
fsr-4114	299	11	89	89	NUM
fsr-4114	299	12	.	.	PUNCT
fsr-4114	300	1	oravec	oravec	PROPN
fsr-4114	300	2	,	,	PUNCT
fsr-4114	300	3	j.	j.	PROPN
fsr-4114	300	4	a.	a.	PROPN
fsr-4114	300	5	(	(	PUNCT
fsr-4114	300	6	2014	2014	NUM
fsr-4114	300	7	)	)	PUNCT
fsr-4114	300	8	.	.	PUNCT
fsr-4114	301	1	craigslist	craigslist	NOUN
fsr-4114	301	2	in	in	ADP
fsr-4114	301	3	crisis	crisis	NOUN
fsr-4114	301	4	:	:	PUNCT
fsr-4114	301	5	issues	issue	NOUN
fsr-4114	301	6	of	of	ADP
fsr-4114	301	7	censorship	censorship	NOUN
fsr-4114	301	8	and	and	CCONJ
fsr-4114	301	9	moral	moral	ADJ
fsr-4114	301	10	panic	panic	NOUN
fsr-4114	301	11	in	in	ADP
fsr-4114	301	12	the	the	DET
fsr-4114	301	13	context	context	NOUN
fsr-4114	301	14	of	of	ADP
fsr-4114	301	15	online	online	ADJ
fsr-4114	301	16	communities	community	NOUN
fsr-4114	301	17	.	.	PUNCT
fsr-4114	302	1	international	international	ADJ
fsr-4114	302	2	journal	journal	NOUN
fsr-4114	302	3	of	of	ADP
fsr-4114	302	4	the	the	DET
fsr-4114	302	5	academic	academic	ADJ
fsr-4114	302	6	business	business	NOUN
fsr-4114	302	7	world	world	NOUN
fsr-4114	302	8	,	,	PUNCT
fsr-4114	302	9	8(2	8(2	NUM
fsr-4114	302	10	)	)	PUNCT
fsr-4114	302	11	,	,	PUNCT
fsr-4114	302	12	1	1	NUM
fsr-4114	302	13	-	-	SYM
fsr-4114	302	14	11	11	NUM
fsr-4114	302	15	.	.	PUNCT
fsr-4114	303	1	park	park	NOUN
fsr-4114	303	2	,	,	PUNCT
fsr-4114	303	3	y.	y.	PROPN
fsr-4114	303	4	,	,	PUNCT
fsr-4114	303	5	jones	jones	PROPN
fsr-4114	303	6	,	,	PUNCT
fsr-4114	303	7	j.	j.	PROPN
fsr-4114	303	8	,	,	PUNCT
fsr-4114	303	9	mccoy	mccoy	PROPN
fsr-4114	303	10	,	,	PUNCT
fsr-4114	303	11	d.	d.	PROPN
fsr-4114	303	12	,	,	PUNCT
fsr-4114	303	13	shi	shi	PROPN
fsr-4114	303	14	,	,	PUNCT
fsr-4114	303	15	e.	e.	PROPN
fsr-4114	303	16	,	,	PUNCT
fsr-4114	303	17	&	&	CCONJ
fsr-4114	303	18	jakobsson	jakobsson	PROPN
fsr-4114	303	19	,	,	PUNCT
fsr-4114	303	20	m.	m.	NOUN
fsr-4114	303	21	(	(	PUNCT
fsr-4114	303	22	2014	2014	NUM
fsr-4114	303	23	)	)	PUNCT
fsr-4114	303	24	.	.	PUNCT
fsr-4114	304	1	scambaiter	scambaiter	NOUN
fsr-4114	304	2	:	:	PUNCT
fsr-4114	304	3	understanding	understand	VERB
fsr-4114	304	4	targeted	target	VERB
fsr-4114	304	5	nigerian	nigerian	ADJ
fsr-4114	304	6	scams	scam	NOUN
fsr-4114	304	7	on	on	ADP
fsr-4114	304	8	craigslist	craigslist	NOUN
fsr-4114	304	9	.	.	PUNCT
fsr-4114	305	1	in	in	ADP
fsr-4114	305	2	ndss	ndss	ADJ
fsr-4114	305	3	2014	2014	NUM
fsr-4114	305	4	:	:	PUNCT
fsr-4114	305	5	proceedings	proceeding	NOUN
fsr-4114	305	6	of	of	ADP
fsr-4114	305	7	the	the	DET
fsr-4114	305	8	network	network	NOUN
fsr-4114	305	9	and	and	CCONJ
fsr-4114	305	10	distributed	distribute	VERB
fsr-4114	305	11	system	system	NOUN
fsr-4114	305	12	security	security	NOUN
fsr-4114	305	13	symposium	symposium	NOUN
fsr-4114	305	14	.	.	PUNCT
fsr-4114	306	1	internet	internet	NOUN
fsr-4114	306	2	society	society	NOUN
fsr-4114	306	3	.	.	PUNCT
fsr-4114	307	1	https://elaineshi.com/docs/scambaiter.pd	https://elaineshi.com/docs/scambaiter.pd	NUM
fsr-4114	307	2	f	f	X
fsr-4114	307	3	rayo	rayo	NOUN
fsr-4114	307	4	,	,	PUNCT
fsr-4114	307	5	a.	a.	NOUN
fsr-4114	307	6	(	(	PUNCT
fsr-4114	307	7	2023	2023	NUM
fsr-4114	307	8	,	,	PUNCT
fsr-4114	307	9	february	february	PROPN
fsr-4114	307	10	)	)	PUNCT
fsr-4114	307	11	.	.	PUNCT
fsr-4114	308	1	the	the	DET
fsr-4114	308	2	top	top	ADJ
fsr-4114	308	3	scams	scam	NOUN
fsr-4114	308	4	of	of	ADP
fsr-4114	308	5	2022	2022	NUM
fsr-4114	308	6	.	.	PUNCT
fsr-4114	309	1	https://consumer.ftc.gov/consumeralerts/2023/02/top-scams-2022	https://consumer.ftc.gov/consumeralerts/2023/02/top-scams-2022	PROPN
fsr-4114	309	2	u.s	u.s	PROPN
fsr-4114	309	3	.	.	PROPN
fsr-4114	309	4	census	census	PROPN
fsr-4114	309	5	bureau	bureau	PROPN
fsr-4114	309	6	.	.	PUNCT
fsr-4114	310	1	(	(	PUNCT
fsr-4114	310	2	1995	1995	NUM
fsr-4114	310	3	-	-	SYM
fsr-4114	310	4	2006	2006	NUM
fsr-4114	310	5	)	)	PUNCT
fsr-4114	310	6	.	.	PUNCT
fsr-4114	311	1	u.s	u.s	PROPN
fsr-4114	311	2	.	.	PROPN
fsr-4114	311	3	census	census	PROPN
fsr-4114	311	4	bureau	bureau	PROPN
fsr-4114	311	5	county	county	PROPN
fsr-4114	311	6	–	–	PUNCT
fsr-4114	311	7	level	level	NOUN
fsr-4114	311	8	data	datum	NOUN
fsr-4114	311	9	[	[	X
fsr-4114	311	10	data	datum	NOUN
fsr-4114	311	11	set	set	NOUN
fsr-4114	311	12	]	]	PUNCT
fsr-4114	311	13	.	.	PUNCT
fsr-4114	312	1	u.s	u.s	PROPN
fsr-4114	312	2	.	.	PROPN
fsr-4114	312	3	census	census	PROPN
fsr-4114	312	4	bureau	bureau	PROPN
fsr-4114	312	5	.	.	PUNCT
fsr-4114	313	1	(	(	PUNCT
fsr-4114	313	2	2023	2023	NUM
fsr-4114	313	3	,	,	PUNCT
fsr-4114	313	4	august	august	PROPN
fsr-4114	313	5	4	4	NUM
fsr-4114	313	6	)	)	PUNCT
fsr-4114	313	7	.	.	PUNCT
fsr-4114	314	1	delineation	delineation	NOUN
fsr-4114	314	2	files	file	NOUN
fsr-4114	314	3	.	.	PUNCT
fsr-4114	315	1	https://www.census.gov/geographies/ref	https://www.census.gov/geographies/ref	PROPN
fsr-4114	315	2	erence	erence	NOUN
fsr-4114	315	3	-	-	PUNCT
fsr-4114	315	4	files	file	NOUN
fsr-4114	315	5	/	/	SYM
fsr-4114	315	6	time	time	NOUN
fsr-4114	315	7	-	-	PUNCT
fsr-4114	315	8	series	series	NOUN
fsr-4114	315	9	/	/	SYM
fsr-4114	315	10	demo	demo	NOUN
fsr-4114	315	11	/	/	SYM
fsr-4114	315	12	metromicro	metromicro	NOUN
fsr-4114	315	13	/	/	SYM
fsr-4114	315	14	delineation	delineation	NOUN
fsr-4114	315	15	-	-	PUNCT
fsr-4114	315	16	files.html	files.html	NUM
fsr-4114	315	17	van	van	PROPN
fsr-4114	315	18	wilsem	wilsem	NOUN
fsr-4114	315	19	,	,	PUNCT
fsr-4114	315	20	j.	j.	PROPN
fsr-4114	315	21	(	(	PUNCT
fsr-4114	315	22	2013	2013	NUM
fsr-4114	315	23	)	)	PUNCT
fsr-4114	315	24	.	.	PUNCT
fsr-4114	316	1	'	'	PUNCT
fsr-4114	316	2	bought	buy	VERB
fsr-4114	316	3	it	it	PRON
fsr-4114	316	4	,	,	PUNCT
fsr-4114	316	5	but	but	CCONJ
fsr-4114	316	6	never	never	ADV
fsr-4114	316	7	got	get	VERB
fsr-4114	316	8	it	it	PRON
fsr-4114	316	9	'	'	PUNCT
fsr-4114	316	10	assessing	assess	VERB
fsr-4114	316	11	risk	risk	NOUN
fsr-4114	316	12	factors	factor	NOUN
fsr-4114	316	13	for	for	ADP
fsr-4114	316	14	online	online	ADJ
fsr-4114	316	15	consumer	consumer	NOUN
fsr-4114	316	16	fraud	fraud	NOUN
fsr-4114	316	17	victimization	victimization	NOUN
fsr-4114	316	18	.	.	PUNCT
fsr-4114	317	1	european	european	ADJ
fsr-4114	317	2	sociological	sociological	ADJ
fsr-4114	317	3	review	review	PROPN
fsr-4114	317	4	,	,	PUNCT
fsr-4114	317	5	29(2	29(2	NUM
fsr-4114	317	6	)	)	PUNCT
fsr-4114	317	7	,	,	PUNCT
fsr-4114	317	8	168	168	NUM
fsr-4114	317	9	-	-	SYM
fsr-4114	317	10	178	178	NUM
fsr-4114	317	11	.	.	PUNCT
fsr-4114	318	1	https://doi.org/10.1093/esr/jcr053	https://doi.org/10.1093/esr/jcr053	PROPN
fsr-4114	318	2	https://doi.org/10.1111/jofi.12423	https://doi.org/10.1111/jofi.12423	INTJ
fsr-4114	319	1	https://abc7chicago.com/i-team-craigslist-apartment-scam-rental-des-plaines/372081/	https://abc7chicago.com/i-team-craigslist-apartment-scam-rental-des-plaines/372081/	NOUN
fsr-4114	319	2	https://abc7chicago.com/i-team-craigslist-apartment-scam-rental-des-plaines/372081/	https://abc7chicago.com/i-team-craigslist-apartment-scam-rental-des-plaines/372081/	NOUN
fsr-4114	320	1	https://abc7chicago.com/i-team-craigslist-apartment-scam-rental-des-plaines/372081/	https://abc7chicago.com/i-team-craigslist-apartment-scam-rental-des-plaines/372081/	NOUN
fsr-4114	320	2	https://elaineshi.com/docs/scambaiter.pdf	https://elaineshi.com/docs/scambaiter.pdf	NOUN
fsr-4114	320	3	https://elaineshi.com/docs/scambaiter.pdf	https://elaineshi.com/docs/scambaiter.pdf	NOUN
fsr-4114	320	4	https://consumer.ftc.gov/consumer-alerts/2023/02/top-scams-2022	https://consumer.ftc.gov/consumer-alerts/2023/02/top-scams-2022	NOUN
fsr-4114	320	5	https://consumer.ftc.gov/consumer-alerts/2023/02/top-scams-2022	https://consumer.ftc.gov/consumer-alerts/2023/02/top-scams-2022	PROPN
fsr-4114	320	6	https://www.census.gov/geographies/reference-files/time-series/demo/metro-micro/delineation-files.html	https://www.census.gov/geographies/reference-files/time-series/demo/metro-micro/delineation-files.html	PROPN
fsr-4114	320	7	https://www.census.gov/geographies/reference-files/time-series/demo/metro-micro/delineation-files.html	https://www.census.gov/geographies/reference-files/time-series/demo/metro-micro/delineation-files.html	PROPN
fsr-4114	321	1	https://www.census.gov/geographies/reference-files/time-series/demo/metro-micro/delineation-files.html	https://www.census.gov/geographies/reference-files/time-series/demo/metro-micro/delineation-files.html	AUX
fsr-4114	321	2	133	133	NUM
fsr-4114	321	3	appendix	appendix	ADJ
fsr-4114	321	4	table	table	NOUN
fsr-4114	321	5	a.	a.	NOUN
fsr-4114	321	6	variable	variable	ADJ
fsr-4114	321	7	definitions	definition	NOUN
fsr-4114	321	8	and	and	CCONJ
fsr-4114	321	9	data	datum	NOUN
fsr-4114	321	10	sources	source	NOUN
fsr-4114	321	11	symbol	symbol	VERB
fsr-4114	321	12	variable	variable	ADJ
fsr-4114	321	13	description	description	NOUN
fsr-4114	321	14	data	datum	NOUN
fsr-4114	321	15	source	source	NOUN
fsr-4114	321	16	y	y	PROPN
fsr-4114	321	17	(	(	PUNCT
fsr-4114	321	18	m	m	PROPN
fsr-4114	321	19	,	,	PUNCT
fsr-4114	321	20	t	t	PROPN
fsr-4114	321	21	)	)	PUNCT
fsr-4114	321	22	fraud	fraud	NOUN
fsr-4114	321	23	arrests	arrest	NOUN
fsr-4114	321	24	fraud	fraud	VERB
fsr-4114	321	25	arrests	arrest	NOUN
fsr-4114	321	26	per	per	ADP
fsr-4114	321	27	10,000	10,000	NUM
fsr-4114	321	28	people	people	NOUN
fsr-4114	321	29	in	in	ADP
fsr-4114	321	30	msa	msa	PROPN
fsr-4114	321	31	m	m	PROPN
fsr-4114	321	32	at	at	ADP
fsr-4114	321	33	time	time	NOUN
fsr-4114	321	34	t	t	PROPN
fsr-4114	321	35	fbi	fbi	PROPN
fsr-4114	321	36	uniform	uniform	PROPN
fsr-4114	321	37	crime	crime	PROPN
fsr-4114	321	38	reporting	reporting	NOUN
fsr-4114	321	39	(	(	PUNCT
fsr-4114	321	40	ucr	ucr	PROPN
fsr-4114	321	41	)	)	PUNCT
fsr-4114	321	42	program	program	NOUN
fsr-4114	321	43	craigslist_mt	craigslist_mt	PROPN
fsr-4114	321	44	craigslist	craigslist	PROPN
fsr-4114	321	45	entry	entry	NOUN
fsr-4114	321	46	binary	binary	ADJ
fsr-4114	321	47	indicator	indicator	NOUN
fsr-4114	321	48	if	if	SCONJ
fsr-4114	321	49	craigslist	craigslist	NOUN
fsr-4114	321	50	is	be	AUX
fsr-4114	321	51	available	available	ADJ
fsr-4114	321	52	in	in	ADP
fsr-4114	321	53	msa	msa	PROPN
fsr-4114	321	54	m	m	PROPN
fsr-4114	321	55	at	at	ADP
fsr-4114	321	56	time	time	NOUN
fsr-4114	321	57	t	t	PROPN
fsr-4114	321	58	kroft	kroft	PROPN
fsr-4114	321	59	&	&	CCONJ
fsr-4114	321	60	pope	pope	PROPN
fsr-4114	321	61	(	(	PUNCT
fsr-4114	321	62	2014	2014	NUM
fsr-4114	321	63	)	)	PUNCT
fsr-4114	321	64	x	x	X
fsr-4114	321	65	(	(	PUNCT
fsr-4114	321	66	t	t	NOUN
fsr-4114	321	67	)	)	PUNCT
fsr-4114	321	68	control	control	NOUN
fsr-4114	321	69	variables	variables	PROPN
fsr-4114	321	70	income	income	NOUN
fsr-4114	321	71	,	,	PUNCT
fsr-4114	321	72	unemployment	unemployment	NOUN
fsr-4114	321	73	,	,	PUNCT
fsr-4114	321	74	education	education	NOUN
fsr-4114	321	75	,	,	PUNCT
fsr-4114	321	76	racial	racial	ADJ
fsr-4114	321	77	composition	composition	NOUN
fsr-4114	321	78	ipums	ipums	ADP
fsr-4114	321	79	cps	cps	PROPN
fsr-4114	321	80	β1	β1	PROPN
fsr-4114	321	81	treatment	treatment	NOUN
fsr-4114	321	82	effect	effect	NOUN
fsr-4114	321	83	coefficient	coefficient	NOUN
fsr-4114	321	84	estimating	estimate	VERB
fsr-4114	321	85	craigslist	craigslist	NOUN
fsr-4114	321	86	's	's	PART
fsr-4114	321	87	effect	effect	NOUN
fsr-4114	321	88	on	on	ADP
fsr-4114	321	89	fraud	fraud	NOUN
fsr-4114	321	90	arrests	arrest	NOUN
fsr-4114	321	91	author	author	NOUN
fsr-4114	321	92	’s	’s	PART
fsr-4114	321	93	model	model	NOUN
fsr-4114	321	94	ym	ym	PROPN
fsr-4114	321	95	msa	msa	PROPN
fsr-4114	321	96	fixed	fix	VERB
fsr-4114	321	97	effects	effect	NOUN
fsr-4114	321	98	controls	control	NOUN
fsr-4114	321	99	for	for	ADP
fsr-4114	321	100	time	time	NOUN
fsr-4114	321	101	-	-	PUNCT
fsr-4114	321	102	invariant	invariant	ADJ
fsr-4114	321	103	characteristics	characteristic	NOUN
fsr-4114	321	104	in	in	ADP
fsr-4114	321	105	each	each	DET
fsr-4114	321	106	msa	msa	PROPN
fsr-4114	321	107	author	author	PROPN
fsr-4114	321	108	’s	’s	PART
fsr-4114	321	109	calculations	calculation	NOUN
fsr-4114	321	110	nt	nt	ADP
fsr-4114	321	111	year	year	NOUN
fsr-4114	321	112	fixed	fix	VERB
fsr-4114	321	113	effects	effect	NOUN
fsr-4114	321	114	controls	control	NOUN
fsr-4114	321	115	for	for	ADP
fsr-4114	321	116	national	national	ADJ
fsr-4114	321	117	shocks	shock	NOUN
fsr-4114	321	118	or	or	CCONJ
fsr-4114	321	119	trends	trend	NOUN
fsr-4114	321	120	at	at	ADP
fsr-4114	321	121	year	year	NOUN
fsr-4114	321	122	t	t	PROPN
fsr-4114	321	123	author	author	NOUN
fsr-4114	321	124	’s	’s	PART
fsr-4114	321	125	calculations	calculation	NOUN
fsr-4114	321	126	εmt	εmt	VERB
fsr-4114	321	127	error	error	NOUN
fsr-4114	321	128	term	term	NOUN
fsr-4114	321	129	captures	capture	VERB
fsr-4114	321	130	unobserved	unobserved	ADJ
fsr-4114	321	131	factors	factor	NOUN
fsr-4114	321	132	influencing	influence	VERB
fsr-4114	321	133	fraud	fraud	NOUN
fsr-4114	321	134	arrests	arrest	NOUN
fsr-4114	321	135	author	author	NOUN
fsr-4114	321	136	’s	’s	PART
fsr-4114	321	137	model	model	NOUN
fsr-4114	321	138	note	note	NOUN
fsr-4114	321	139	.	.	PUNCT
fsr-4114	322	1	all	all	DET
fsr-4114	322	2	variables	variable	NOUN
fsr-4114	322	3	were	be	AUX
fsr-4114	322	4	aggregated	aggregate	VERB
fsr-4114	322	5	or	or	CCONJ
fsr-4114	322	6	matched	match	VERB
fsr-4114	322	7	to	to	ADP
fsr-4114	322	8	the	the	DET
fsr-4114	322	9	metropolitan	metropolitan	ADJ
fsr-4114	322	10	statistical	statistical	ADJ
fsr-4114	322	11	area	area	NOUN
fsr-4114	322	12	(	(	PUNCT
fsr-4114	322	13	msa	msa	PROPN
fsr-4114	322	14	)	)	PUNCT
fsr-4114	322	15	level	level	NOUN
fsr-4114	322	16	using	use	VERB
fsr-4114	322	17	us	we	PRON
fsr-4114	322	18	census	census	NOUN
fsr-4114	322	19	delineation	delineation	NOUN
fsr-4114	322	20	files	file	NOUN
fsr-4114	322	21	and	and	CCONJ
fsr-4114	322	22	the	the	DET
fsr-4114	322	23	qcew	qcew	PROPN
fsr-4114	322	24	county	county	PROPN
fsr-4114	322	25	-	-	PUNCT
fsr-4114	322	26	to	to	ADP
fsr-4114	322	27	-	-	PUNCT
fsr-4114	322	28	msa	msa	PROPN
fsr-4114	322	29	crosswalk	crosswalk	NOUN
fsr-4114	322	30	.	.	PUNCT
fsr-4114	323	1	ipums	ipums	PROPN
fsr-4114	323	2	cps	cps	PROPN
fsr-4114	323	3	refers	refer	VERB
fsr-4114	323	4	to	to	ADP
fsr-4114	323	5	data	datum	NOUN
fsr-4114	323	6	from	from	ADP
fsr-4114	323	7	flood	flood	PROPN
fsr-4114	323	8	et	et	PROPN
fsr-4114	323	9	al	al	PROPN
fsr-4114	323	10	.	.	PROPN
fsr-4114	324	1	(	(	PUNCT
fsr-4114	324	2	2023	2023	NUM
fsr-4114	324	3	)	)	PUNCT
fsr-4114	324	4	.	.	PUNCT
fsr-4114	325	1	craigslist	craigslist	NOUN
fsr-4114	325	2	entry	entry	NOUN
fsr-4114	325	3	data	datum	NOUN
fsr-4114	325	4	were	be	AUX
fsr-4114	325	5	obtained	obtain	VERB
fsr-4114	325	6	from	from	ADP
fsr-4114	325	7	kroft	kroft	PROPN
fsr-4114	325	8	and	and	CCONJ
fsr-4114	325	9	pope	pope	PROPN
fsr-4114	325	10	(	(	PUNCT
fsr-4114	325	11	2014	2014	NUM
fsr-4114	325	12	)	)	PUNCT
fsr-4114	325	13	.	.	PUNCT