id	sid	tid	token	lemma	pos
spir-11369	1	1	selected	select	VERB
spir-11369	1	2	papers	paper	NOUN
spir-11369	1	3	of	of	ADP
spir-11369	1	4	#	#	SYM
spir-11369	1	5	aoir2020	aoir2020	PROPN
spir-11369	1	6	:	:	PUNCT
spir-11369	1	7	the	the	DET
spir-11369	1	8	21st	21st	ADJ
spir-11369	1	9	annual	annual	ADJ
spir-11369	1	10	conference	conference	NOUN
spir-11369	1	11	of	of	ADP
spir-11369	1	12	the	the	DET
spir-11369	1	13	association	association	NOUN
spir-11369	1	14	of	of	ADP
spir-11369	1	15	internet	internet	NOUN
spir-11369	1	16	researchers	researcher	NOUN
spir-11369	1	17	virtual	virtual	ADJ
spir-11369	1	18	event	event	NOUN
spir-11369	1	19	/	/	PUNCT
spir-11369	1	20	27	27	NUM
spir-11369	1	21	-	-	SYM
spir-11369	1	22	31	31	NUM
spir-11369	1	23	october	october	PROPN
spir-11369	1	24	2020	2020	NUM
spir-11369	1	25	suggested	suggest	VERB
spir-11369	1	26	citation	citation	NOUN
spir-11369	1	27	(	(	PUNCT
spir-11369	1	28	apa	apa	PROPN
spir-11369	1	29	):	):	PUNCT
spir-11369	1	30	zimmer	zimmer	PROPN
spir-11369	1	31	,	,	PUNCT
spir-11369	1	32	m	m	PROPN
spir-11369	1	33	and	and	CCONJ
spir-11369	1	34	chapman	chapman	PROPN
spir-11369	1	35	,	,	PUNCT
spir-11369	1	36	e.	e.	PROPN
spir-11369	1	37	(	(	PUNCT
spir-11369	1	38	2020	2020	NUM
spir-11369	1	39	,	,	PUNCT
spir-11369	1	40	october	october	PROPN
spir-11369	1	41	28	28	NUM
spir-11369	1	42	-	-	SYM
spir-11369	1	43	31	31	NUM
spir-11369	1	44	)	)	PUNCT
spir-11369	1	45	.	.	PUNCT
spir-11369	2	1	ethical	ethical	ADJ
spir-11369	2	2	review	review	NOUN
spir-11369	2	3	boards	board	NOUN
spir-11369	2	4	and	and	CCONJ
spir-11369	2	5	pervasive	pervasive	ADJ
spir-11369	2	6	data	datum	NOUN
spir-11369	2	7	research	research	NOUN
spir-11369	2	8	:	:	PUNCT
spir-11369	2	9	gaps	gap	NOUN
spir-11369	2	10	and	and	CCONJ
spir-11369	2	11	opportunities	opportunity	NOUN
spir-11369	2	12	.	.	PUNCT
spir-11369	3	1	paper	paper	NOUN
spir-11369	3	2	presented	present	VERB
spir-11369	3	3	at	at	ADP
spir-11369	3	4	aoir	aoir	NOUN
spir-11369	3	5	2020	2020	NUM
spir-11369	3	6	:	:	PUNCT
spir-11369	3	7	the	the	DET
spir-11369	3	8	21th	21th	ADJ
spir-11369	3	9	annual	annual	ADJ
spir-11369	3	10	conference	conference	NOUN
spir-11369	3	11	of	of	ADP
spir-11369	3	12	the	the	DET
spir-11369	3	13	association	association	NOUN
spir-11369	3	14	of	of	ADP
spir-11369	3	15	internet	internet	NOUN
spir-11369	3	16	researchers	researcher	NOUN
spir-11369	3	17	.	.	PUNCT
spir-11369	4	1	virtual	virtual	ADJ
spir-11369	4	2	event	event	NOUN
spir-11369	4	3	:	:	PUNCT
spir-11369	4	4	aoir	aoir	NOUN
spir-11369	4	5	.	.	PUNCT
spir-11369	4	6	retrieved	retrieve	VERB
spir-11369	4	7	from	from	ADP
spir-11369	4	8	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-11369	4	9	.	.	PUNCT
spir-11369	5	1	ethical	ethical	ADJ
spir-11369	5	2	review	review	NOUN
spir-11369	5	3	boards	board	NOUN
spir-11369	5	4	and	and	CCONJ
spir-11369	5	5	pervasive	pervasive	ADJ
spir-11369	5	6	data	datum	NOUN
spir-11369	5	7	research	research	NOUN
spir-11369	5	8	:	:	PUNCT
spir-11369	5	9	gaps	gap	NOUN
spir-11369	5	10	and	and	CCONJ
spir-11369	5	11	opportunities	opportunity	NOUN
spir-11369	5	12	michael	michael	PROPN
spir-11369	5	13	zimmer	zimmer	PROPN
spir-11369	5	14	,	,	PUNCT
spir-11369	5	15	phd	phd	PROPN
spir-11369	5	16	marquette	marquette	PROPN
spir-11369	5	17	university	university	PROPN
spir-11369	5	18	edward	edward	PROPN
spir-11369	5	19	chapman	chapman	PROPN
spir-11369	5	20	marquette	marquette	PROPN
spir-11369	5	21	university	university	PROPN
spir-11369	5	22	introduction	introduction	NOUN
spir-11369	5	23	the	the	DET
spir-11369	5	24	growing	grow	VERB
spir-11369	5	25	prevalence	prevalence	NOUN
spir-11369	5	26	of	of	ADP
spir-11369	5	27	data	datum	NOUN
spir-11369	5	28	-	-	PUNCT
spir-11369	5	29	rich	rich	ADJ
spir-11369	5	30	networked	networked	ADJ
spir-11369	5	31	information	information	NOUN
spir-11369	5	32	technologies	technology	NOUN
spir-11369	5	33	—	—	PUNCT
spir-11369	5	34	such	such	ADJ
spir-11369	5	35	as	as	ADP
spir-11369	5	36	social	social	ADJ
spir-11369	5	37	media	medium	NOUN
spir-11369	5	38	platforms	platform	NOUN
spir-11369	5	39	,	,	PUNCT
spir-11369	5	40	smartphones	smartphone	NOUN
spir-11369	5	41	,	,	PUNCT
spir-11369	5	42	wearable	wearable	ADJ
spir-11369	5	43	devices	device	NOUN
spir-11369	5	44	,	,	PUNCT
spir-11369	5	45	and	and	CCONJ
spir-11369	5	46	the	the	DET
spir-11369	5	47	internet	internet	NOUN
spir-11369	5	48	of	of	ADP
spir-11369	5	49	things	thing	NOUN
spir-11369	5	50	—	—	PUNCT
spir-11369	5	51	brings	bring	VERB
spir-11369	5	52	an	an	DET
spir-11369	5	53	increase	increase	NOUN
spir-11369	5	54	in	in	ADP
spir-11369	5	55	the	the	DET
spir-11369	5	56	flow	flow	NOUN
spir-11369	5	57	of	of	ADP
spir-11369	5	58	rich	rich	ADJ
spir-11369	5	59	,	,	PUNCT
spir-11369	5	60	deep	deep	ADJ
spir-11369	5	61	,	,	PUNCT
spir-11369	5	62	and	and	CCONJ
spir-11369	5	63	often	often	ADV
spir-11369	5	64	identifiable	identifiable	ADJ
spir-11369	5	65	personal	personal	ADJ
spir-11369	5	66	information	information	NOUN
spir-11369	5	67	available	available	ADJ
spir-11369	5	68	for	for	ADP
spir-11369	5	69	researchers	researcher	NOUN
spir-11369	5	70	.	.	PUNCT
spir-11369	6	1	as	as	ADP
spir-11369	6	2	the	the	DET
spir-11369	6	3	computational	computational	ADJ
spir-11369	6	4	social	social	ADJ
spir-11369	6	5	science	science	NOUN
spir-11369	6	6	group	group	NOUN
spir-11369	6	7	at	at	ADP
spir-11369	6	8	microsoft	microsoft	PROPN
spir-11369	6	9	research	research	PROPN
spir-11369	6	10	notes	note	VERB
spir-11369	6	11	:	:	PUNCT
spir-11369	6	12	with	with	ADP
spir-11369	6	13	an	an	DET
spir-11369	6	14	increasing	increase	VERB
spir-11369	6	15	amount	amount	NOUN
spir-11369	6	16	of	of	ADP
spir-11369	6	17	data	datum	NOUN
spir-11369	6	18	on	on	ADP
spir-11369	6	19	every	every	DET
spir-11369	6	20	aspect	aspect	NOUN
spir-11369	6	21	of	of	ADP
spir-11369	6	22	our	our	PRON
spir-11369	6	23	daily	daily	ADJ
spir-11369	6	24	activities	activity	NOUN
spir-11369	6	25	–	–	PUNCT
spir-11369	6	26	from	from	ADP
spir-11369	6	27	what	what	PRON
spir-11369	6	28	we	we	PRON
spir-11369	6	29	buy	buy	VERB
spir-11369	6	30	,	,	PUNCT
spir-11369	6	31	to	to	ADP
spir-11369	6	32	where	where	SCONJ
spir-11369	6	33	we	we	PRON
spir-11369	6	34	travel	travel	VERB
spir-11369	6	35	,	,	PUNCT
spir-11369	6	36	to	to	ADP
spir-11369	6	37	who	who	PRON
spir-11369	6	38	we	we	PRON
spir-11369	6	39	know	know	VERB
spir-11369	6	40	,	,	PUNCT
spir-11369	6	41	and	and	CCONJ
spir-11369	6	42	beyond	beyond	ADV
spir-11369	6	43	–	–	PUNCT
spir-11369	6	44	we	we	PRON
spir-11369	6	45	are	be	AUX
spir-11369	6	46	able	able	ADJ
spir-11369	6	47	to	to	PART
spir-11369	6	48	measure	measure	VERB
spir-11369	6	49	human	human	ADJ
spir-11369	6	50	behavior	behavior	NOUN
spir-11369	6	51	with	with	ADP
spir-11369	6	52	precision	precision	NOUN
spir-11369	6	53	largely	largely	ADV
spir-11369	6	54	thought	think	VERB
spir-11369	6	55	impossible	impossible	ADJ
spir-11369	6	56	just	just	ADV
spir-11369	6	57	a	a	DET
spir-11369	6	58	decade	decade	NOUN
spir-11369	6	59	ago	ago	ADV
spir-11369	6	60	,	,	PUNCT
spir-11369	6	61	creating	create	VERB
spir-11369	6	62	an	an	DET
spir-11369	6	63	unprecedented	unprecedented	ADJ
spir-11369	6	64	opportunity	opportunity	NOUN
spir-11369	6	65	to	to	PART
spir-11369	6	66	address	address	VERB
spir-11369	6	67	longstanding	longstanding	ADJ
spir-11369	6	68	questions	question	NOUN
spir-11369	6	69	in	in	ADP
spir-11369	6	70	the	the	DET
spir-11369	6	71	social	social	ADJ
spir-11369	6	72	sciences	science	NOUN
spir-11369	6	73	.	.	PUNCT
spir-11369	7	1	(	(	PUNCT
spir-11369	7	2	“	"	PUNCT
spir-11369	7	3	computational	computational	ADJ
spir-11369	7	4	social	social	ADJ
spir-11369	7	5	science	science	NOUN
spir-11369	7	6	,	,	PUNCT
spir-11369	7	7	”	"	PUNCT
spir-11369	7	8	n.d	n.d	PROPN
spir-11369	7	9	.	.	PROPN
spir-11369	7	10	)	)	PUNCT
spir-11369	8	1	more	more	ADJ
spir-11369	8	2	than	than	ADP
spir-11369	8	3	just	just	ADV
spir-11369	8	4	“	"	PUNCT
spir-11369	8	5	big	big	ADJ
spir-11369	8	6	data	datum	NOUN
spir-11369	8	7	,	,	PUNCT
spir-11369	8	8	”	"	PUNCT
spir-11369	8	9	the	the	DET
spir-11369	8	10	datasets	dataset	NOUN
spir-11369	8	11	envisioned	envision	VERB
spir-11369	8	12	above	above	ADV
spir-11369	8	13	are	be	AUX
spir-11369	8	14	unique	unique	ADJ
spir-11369	8	15	in	in	ADP
spir-11369	8	16	that	that	SCONJ
spir-11369	8	17	they	they	PRON
spir-11369	8	18	represent	represent	VERB
spir-11369	8	19	people	people	NOUN
spir-11369	8	20	’s	’s	PART
spir-11369	8	21	lives	life	NOUN
spir-11369	8	22	and	and	CCONJ
spir-11369	8	23	activities	activity	NOUN
spir-11369	8	24	,	,	PUNCT
spir-11369	8	25	bridge	bridge	NOUN
spir-11369	8	26	multiple	multiple	ADJ
spir-11369	8	27	dimensions	dimension	NOUN
spir-11369	8	28	of	of	ADP
spir-11369	8	29	a	a	DET
spir-11369	8	30	person	person	NOUN
spir-11369	8	31	’s	’s	PART
spir-11369	8	32	life	life	NOUN
spir-11369	8	33	,	,	PUNCT
spir-11369	8	34	and	and	CCONJ
spir-11369	8	35	are	be	AUX
spir-11369	8	36	often	often	ADV
spir-11369	8	37	collected	collect	VERB
spir-11369	8	38	,	,	PUNCT
spir-11369	8	39	aggregated	aggregate	VERB
spir-11369	8	40	,	,	PUNCT
spir-11369	8	41	exchanged	exchange	VERB
spir-11369	8	42	,	,	PUNCT
spir-11369	8	43	and	and	CCONJ
spir-11369	8	44	mined	mine	VERB
spir-11369	8	45	without	without	ADP
spir-11369	8	46	them	they	PRON
spir-11369	8	47	knowing	know	VERB
spir-11369	8	48	.	.	PUNCT
spir-11369	9	1	we	we	PRON
spir-11369	9	2	call	call	VERB
spir-11369	9	3	this	this	DET
spir-11369	9	4	data	datum	NOUN
spir-11369	9	5	“	"	PUNCT
spir-11369	9	6	pervasive	pervasive	ADJ
spir-11369	9	7	data	datum	NOUN
spir-11369	9	8	,	,	PUNCT
spir-11369	9	9	”	"	PUNCT
spir-11369	9	10	and	and	CCONJ
spir-11369	9	11	the	the	DET
spir-11369	9	12	increased	increase	VERB
spir-11369	9	13	scale	scale	NOUN
spir-11369	9	14	,	,	PUNCT
spir-11369	9	15	scope	scope	NOUN
spir-11369	9	16	,	,	PUNCT
spir-11369	9	17	speed	speed	NOUN
spir-11369	9	18	,	,	PUNCT
spir-11369	9	19	and	and	CCONJ
spir-11369	9	20	depth	depth	NOUN
spir-11369	9	21	of	of	ADP
spir-11369	9	22	pervasive	pervasive	ADJ
spir-11369	9	23	data	datum	NOUN
spir-11369	9	24	available	available	ADJ
spir-11369	9	25	to	to	ADP
spir-11369	9	26	researchers	researcher	NOUN
spir-11369	9	27	require	require	VERB
spir-11369	9	28	that	that	SCONJ
spir-11369	9	29	we	we	PRON
spir-11369	9	30	confront	confront	VERB
spir-11369	9	31	the	the	DET
spir-11369	9	32	ethical	ethical	ADJ
spir-11369	9	33	frameworks	framework	NOUN
spir-11369	9	34	that	that	PRON
spir-11369	9	35	guide	guide	VERB
spir-11369	9	36	such	such	ADJ
spir-11369	9	37	research	research	NOUN
spir-11369	9	38	activities	activity	NOUN
spir-11369	9	39	.	.	PUNCT
spir-11369	10	1	multiple	multiple	ADJ
spir-11369	10	2	stakeholders	stakeholder	NOUN
spir-11369	10	3	are	be	AUX
spir-11369	10	4	embroiled	embroil	VERB
spir-11369	10	5	in	in	ADP
spir-11369	10	6	the	the	DET
spir-11369	10	7	challenges	challenge	NOUN
spir-11369	10	8	of	of	ADP
spir-11369	10	9	research	research	NOUN
spir-11369	10	10	ethics	ethic	NOUN
spir-11369	10	11	in	in	ADP
spir-11369	10	12	pervasive	pervasive	ADJ
spir-11369	10	13	data	datum	NOUN
spir-11369	10	14	research	research	NOUN
spir-11369	10	15	.	.	PUNCT
spir-11369	11	1	for	for	ADP
spir-11369	11	2	example	example	NOUN
spir-11369	11	3	:	:	PUNCT
spir-11369	11	4	researchers	researcher	NOUN
spir-11369	11	5	struggle	struggle	VERB
spir-11369	11	6	with	with	ADP
spir-11369	11	7	questions	question	NOUN
spir-11369	11	8	of	of	ADP
spir-11369	11	9	privacy	privacy	NOUN
spir-11369	11	10	and	and	CCONJ
spir-11369	11	11	consent	consent	NOUN
spir-11369	11	12	(	(	PUNCT
spir-11369	11	13	shilton	shilton	NOUN
spir-11369	11	14	,	,	PUNCT
spir-11369	11	15	2015	2015	NUM
spir-11369	11	16	;	;	PUNCT
spir-11369	11	17	zimmer	zimmer	PROPN
spir-11369	11	18	,	,	PUNCT
spir-11369	11	19	2016	2016	NUM
spir-11369	11	20	)	)	PUNCT
spir-11369	11	21	;	;	PUNCT
spir-11369	11	22	user	user	NOUN
spir-11369	11	23	communities	community	NOUN
spir-11369	11	24	may	may	AUX
spir-11369	11	25	not	not	PART
spir-11369	11	26	even	even	ADV
spir-11369	11	27	be	be	AUX
spir-11369	11	28	aware	aware	ADJ
spir-11369	11	29	of	of	ADP
spir-11369	11	30	the	the	DET
spir-11369	11	31	widespread	widespread	ADJ
spir-11369	11	32	harvesting	harvesting	NOUN
spir-11369	11	33	of	of	ADP
spir-11369	11	34	their	their	PRON
spir-11369	11	35	data	datum	NOUN
spir-11369	11	36	for	for	ADP
spir-11369	11	37	scientific	scientific	ADJ
spir-11369	11	38	study	study	NOUN
spir-11369	11	39	(	(	PUNCT
spir-11369	11	40	fiesler	fiesler	PROPN
spir-11369	11	41	&	&	CCONJ
spir-11369	11	42	proferes	profere	NOUN
spir-11369	11	43	,	,	PUNCT
spir-11369	11	44	2018	2018	NUM
spir-11369	11	45	)	)	PUNCT
spir-11369	11	46	;	;	PUNCT
spir-11369	11	47	platforms	platform	NOUN
spir-11369	11	48	are	be	AUX
spir-11369	11	49	increasingly	increasingly	ADV
spir-11369	11	50	restricting	restrict	VERB
spir-11369	11	51	researcher	researcher	NOUN
spir-11369	11	52	’s	’s	PART
spir-11369	11	53	access	access	NOUN
spir-11369	11	54	to	to	ADP
spir-11369	11	55	data	datum	NOUN
spir-11369	11	56	over	over	ADP
spir-11369	11	57	fears	fear	NOUN
spir-11369	11	58	of	of	ADP
spir-11369	11	59	privacy	privacy	NOUN
spir-11369	11	60	and	and	CCONJ
spir-11369	11	61	security	security	NOUN
spir-11369	11	62	(	(	PUNCT
spir-11369	11	63	bruns	brun	NOUN
spir-11369	11	64	,	,	PUNCT
spir-11369	11	65	2018	2018	NUM
spir-11369	11	66	)	)	PUNCT
spir-11369	11	67	;	;	PUNCT
spir-11369	11	68	and	and	CCONJ
spir-11369	11	69	ethical	ethical	ADJ
spir-11369	11	70	review	review	NOUN
spir-11369	11	71	boards	board	NOUN
spir-11369	11	72	face	face	VERB
spir-11369	11	73	increasing	increase	VERB
spir-11369	11	74	difficulties	difficulty	NOUN
spir-11369	11	75	in	in	ADP
spir-11369	11	76	properly	properly	ADV
spir-11369	11	77	considering	consider	VERB
spir-11369	11	78	the	the	DET
spir-11369	11	79	complexities	complexity	NOUN
spir-11369	11	80	of	of	ADP
spir-11369	11	81	research	research	NOUN
spir-11369	11	82	protocols	protocol	NOUN
spir-11369	11	83	relying	rely	VERB
spir-11369	11	84	on	on	ADP
spir-11369	11	85	user	user	NOUN
spir-11369	11	86	data	datum	NOUN
spir-11369	11	87	collected	collect	VERB
spir-11369	11	88	online	online	ADV
spir-11369	11	89	(	(	PUNCT
spir-11369	11	90	buchanan	buchanan	PROPN
spir-11369	11	91	&	&	CCONJ
spir-11369	11	92	ess	ess	PROPN
spir-11369	11	93	,	,	PUNCT
spir-11369	11	94	2009	2009	NUM
spir-11369	11	95	;	;	PUNCT
spir-11369	11	96	vitak	vitak	PROPN
spir-11369	11	97	et	et	PROPN
spir-11369	11	98	al	al	PROPN
spir-11369	11	99	.	.	PROPN
spir-11369	11	100	,	,	PUNCT
spir-11369	11	101	2017	2017	NUM
spir-11369	11	102	)	)	PUNCT
spir-11369	11	103	.	.	PUNCT
spir-11369	12	1	the	the	DET
spir-11369	12	2	results	result	NOUN
spir-11369	12	3	presented	present	VERB
spir-11369	12	4	in	in	ADP
spir-11369	12	5	this	this	DET
spir-11369	12	6	paper	paper	NOUN
spir-11369	12	7	expand	expand	VERB
spir-11369	12	8	our	our	PRON
spir-11369	12	9	understanding	understanding	NOUN
spir-11369	12	10	of	of	ADP
spir-11369	12	11	how	how	SCONJ
spir-11369	12	12	ethical	ethical	ADJ
spir-11369	12	13	review	review	NOUN
spir-11369	12	14	board	board	NOUN
spir-11369	12	15	members	member	NOUN
spir-11369	12	16	think	think	VERB
spir-11369	12	17	about	about	ADP
spir-11369	12	18	pervasive	pervasive	ADJ
spir-11369	12	19	data	datum	NOUN
spir-11369	12	20	research.1	research.1	PROPN
spir-11369	12	21	it	it	PRON
spir-11369	12	22	provides	provide	VERB
spir-11369	12	23	insights	insight	NOUN
spir-11369	12	24	into	into	ADP
spir-11369	12	25	how	how	SCONJ
spir-11369	12	26	irb	irb	NOUN
spir-11369	12	27	professionals	professional	NOUN
spir-11369	12	28	make	make	VERB
spir-11369	12	29	decisions	decision	NOUN
spir-11369	12	30	about	about	ADP
spir-11369	12	31	the	the	DET
spir-11369	12	32	use	use	NOUN
spir-11369	12	33	of	of	ADP
spir-11369	12	34	pervasive	pervasive	ADJ
spir-11369	12	35	data	datum	NOUN
spir-11369	12	36	in	in	ADP
spir-11369	12	37	cases	case	NOUN
spir-11369	12	38	not	not	PART
spir-11369	12	39	obviously	obviously	ADV
spir-11369	12	40	covered	cover	VERB
spir-11369	12	41	by	by	ADP
spir-11369	12	42	traditional	traditional	ADJ
spir-11369	12	43	research	research	NOUN
spir-11369	12	44	ethics	ethic	NOUN
spir-11369	12	45	guidelines	guideline	NOUN
spir-11369	12	46	,	,	PUNCT
spir-11369	12	47	and	and	CCONJ
spir-11369	12	48	points	point	VERB
spir-11369	12	49	to	to	ADP
spir-11369	12	50	challenges	challenge	NOUN
spir-11369	12	51	for	for	ADP
spir-11369	12	52	irbs	irb	NOUN
spir-11369	12	53	when	when	SCONJ
spir-11369	12	54	reviewing	review	VERB
spir-11369	12	55	research	research	NOUN
spir-11369	12	56	protocols	protocol	NOUN
spir-11369	12	57	relying	rely	VERB
spir-11369	12	58	on	on	ADP
spir-11369	12	59	pervasive	pervasive	ADJ
spir-11369	12	60	data	datum	NOUN
spir-11369	12	61	.	.	PUNCT
spir-11369	13	1	methodology	methodology	PROPN
spir-11369	13	2	a	a	DET
spir-11369	13	3	survey	survey	NOUN
spir-11369	13	4	instrument	instrument	NOUN
spir-11369	13	5	was	be	AUX
spir-11369	13	6	created	create	VERB
spir-11369	13	7	to	to	PART
spir-11369	13	8	assess	assess	VERB
spir-11369	13	9	irb	irb	NOUN
spir-11369	13	10	members	member	NOUN
spir-11369	13	11	’	’	PART
spir-11369	13	12	training	training	NOUN
spir-11369	13	13	and	and	CCONJ
spir-11369	13	14	attitudes	attitude	NOUN
spir-11369	13	15	around	around	ADP
spir-11369	13	16	research	research	NOUN
spir-11369	13	17	protocols	protocol	NOUN
spir-11369	13	18	that	that	PRON
spir-11369	13	19	rely	rely	VERB
spir-11369	13	20	on	on	ADP
spir-11369	13	21	pervasive	pervasive	ADJ
spir-11369	13	22	data	datum	NOUN
spir-11369	13	23	.	.	PUNCT
spir-11369	14	1	the	the	DET
spir-11369	14	2	survey	survey	NOUN
spir-11369	14	3	asked	ask	VERB
spir-11369	14	4	respondents	respondent	NOUN
spir-11369	14	5	for	for	ADP
spir-11369	14	6	anonymous	anonymous	ADJ
spir-11369	14	7	reporting	reporting	NOUN
spir-11369	14	8	on	on	ADP
spir-11369	14	9	whether	whether	SCONJ
spir-11369	14	10	their	their	PRON
spir-11369	14	11	irb	irb	NOUN
spir-11369	14	12	regularly	regularly	ADV
spir-11369	14	13	reviews	review	VERB
spir-11369	14	14	research	research	NOUN
spir-11369	14	15	that	that	PRON
spir-11369	14	16	utilizes	utilize	VERB
spir-11369	14	17	pervasive	pervasive	ADJ
spir-11369	14	18	data	datum	NOUN
spir-11369	14	19	,	,	PUNCT
spir-11369	14	20	and	and	CCONJ
spir-11369	14	21	the	the	DET
spir-11369	14	22	kind	kind	NOUN
spir-11369	14	23	of	of	ADP
spir-11369	14	24	training	training	NOUN
spir-11369	14	25	or	or	CCONJ
spir-11369	14	26	resources	resource	NOUN
spir-11369	14	27	they	they	PRON
spir-11369	14	28	rely	rely	VERB
spir-11369	14	29	on	on	ADP
spir-11369	14	30	to	to	PART
spir-11369	14	31	review	review	VERB
spir-11369	14	32	such	such	ADJ
spir-11369	14	33	submissions	submission	NOUN
spir-11369	14	34	,	,	PUNCT
spir-11369	14	35	and	and	CCONJ
spir-11369	14	36	how	how	SCONJ
spir-11369	14	37	confident	confident	ADJ
spir-11369	14	38	they	they	PRON
spir-11369	14	39	are	be	AUX
spir-11369	14	40	in	in	ADP
spir-11369	14	41	their	their	PRON
spir-11369	14	42	assessment	assessment	NOUN
spir-11369	14	43	of	of	ADP
spir-11369	14	44	research	research	NOUN
spir-11369	14	45	protocols	protocol	NOUN
spir-11369	14	46	using	use	VERB
spir-11369	14	47	pervasive	pervasive	ADJ
spir-11369	14	48	data	datum	NOUN
spir-11369	14	49	.	.	PUNCT
spir-11369	15	1	respondents	respondent	NOUN
spir-11369	15	2	were	be	AUX
spir-11369	15	3	also	also	ADV
spir-11369	15	4	presented	present	VERB
spir-11369	15	5	with	with	ADP
spir-11369	15	6	eleven	eleven	NUM
spir-11369	15	7	hypothetical	hypothetical	ADJ
spir-11369	15	8	research	research	NOUN
spir-11369	15	9	scenarios	scenario	NOUN
spir-11369	15	10	that	that	PRON
spir-11369	15	11	rely	rely	VERB
spir-11369	15	12	on	on	ADP
spir-11369	15	13	pervasive	pervasive	ADJ
spir-11369	15	14	data	datum	NOUN
spir-11369	15	15	[	[	X
spir-11369	15	16	see	see	AUX
spir-11369	15	17	appendix	appendix	VERB
spir-11369	15	18	a	a	PRON
spir-11369	15	19	]	]	PUNCT
spir-11369	15	20	.	.	PUNCT
spir-11369	16	1	scenarios	scenario	NOUN
spir-11369	16	2	varied	varied	ADJ
spir-11369	16	3	in	in	ADP
spir-11369	16	4	the	the	DET
spir-11369	16	5	source	source	NOUN
spir-11369	16	6	of	of	ADP
spir-11369	16	7	the	the	DET
spir-11369	16	8	data	datum	NOUN
spir-11369	16	9	,	,	PUNCT
spir-11369	16	10	the	the	DET
spir-11369	16	11	intended	intend	VERB
spir-11369	16	12	inferences	inference	NOUN
spir-11369	16	13	to	to	PART
spir-11369	16	14	gain	gain	VERB
spir-11369	16	15	from	from	ADP
spir-11369	16	16	the	the	DET
spir-11369	16	17	data	datum	NOUN
spir-11369	16	18	,	,	PUNCT
spir-11369	16	19	whether	whether	SCONJ
spir-11369	16	20	the	the	DET
spir-11369	16	21	data	datum	NOUN
spir-11369	16	22	was	be	AUX
spir-11369	16	23	publicly	publicly	ADV
spir-11369	16	24	-	-	PUNCT
spir-11369	16	25	available	available	ADJ
spir-11369	16	26	,	,	PUNCT
spir-11369	16	27	whether	whether	SCONJ
spir-11369	16	28	specific	specific	ADJ
spir-11369	16	29	informed	informed	ADJ
spir-11369	16	30	consent	consent	NOUN
spir-11369	16	31	was	be	AUX
spir-11369	16	32	sought	seek	VERB
spir-11369	16	33	,	,	PUNCT
spir-11369	16	34	the	the	DET
spir-11369	16	35	level	level	NOUN
spir-11369	16	36	of	of	ADP
spir-11369	16	37	identifiability	identifiability	NOUN
spir-11369	16	38	of	of	ADP
spir-11369	16	39	the	the	DET
spir-11369	16	40	data	datum	NOUN
spir-11369	16	41	,	,	PUNCT
spir-11369	16	42	whether	whether	SCONJ
spir-11369	16	43	steps	step	NOUN
spir-11369	16	44	were	be	AUX
spir-11369	16	45	taken	take	VERB
spir-11369	16	46	to	to	PART
spir-11369	16	47	anonymize	anonymize	VERB
spir-11369	16	48	the	the	DET
spir-11369	16	49	data	datum	NOUN
spir-11369	16	50	,	,	PUNCT
spir-11369	16	51	and	and	CCONJ
spir-11369	16	52	whether	whether	SCONJ
spir-11369	16	53	a	a	DET
spir-11369	16	54	platforms	platform	NOUN
spir-11369	16	55	terms	term	NOUN
spir-11369	16	56	of	of	ADP
spir-11369	16	57	service	service	NOUN
spir-11369	16	58	might	might	AUX
spir-11369	16	59	have	have	AUX
spir-11369	16	60	been	be	AUX
spir-11369	16	61	violated	violate	VERB
spir-11369	16	62	to	to	PART
spir-11369	16	63	obtain	obtain	VERB
spir-11369	16	64	the	the	DET
spir-11369	16	65	data	datum	NOUN
spir-11369	16	66	.	.	PUNCT
spir-11369	17	1	table	table	NOUN
spir-11369	17	2	1	1	NUM
spir-11369	17	3	in	in	ADP
spir-11369	17	4	appendix	appendix	NOUN
spir-11369	17	5	b	b	PUNCT
spir-11369	17	6	provides	provide	VERB
spir-11369	17	7	a	a	DET
spir-11369	17	8	summary	summary	NOUN
spir-11369	17	9	of	of	ADP
spir-11369	17	10	these	these	DET
spir-11369	17	11	variables	variable	NOUN
spir-11369	17	12	.	.	PUNCT
spir-11369	18	1	respondents	respondent	NOUN
spir-11369	18	2	were	be	AUX
spir-11369	18	3	asked	ask	VERB
spir-11369	18	4	to	to	PART
spir-11369	18	5	predict	predict	VERB
spir-11369	18	6	how	how	SCONJ
spir-11369	18	7	their	their	PRON
spir-11369	18	8	irb	irb	NOUN
spir-11369	18	9	would	would	AUX
spir-11369	18	10	view	view	VERB
spir-11369	18	11	the	the	DET
spir-11369	18	12	hypothetical	hypothetical	ADJ
spir-11369	18	13	protocol	protocol	NOUN
spir-11369	18	14	,	,	PUNCT
spir-11369	18	15	and	and	CCONJ
spir-11369	18	16	to	to	PART
spir-11369	18	17	identify	identify	VERB
spir-11369	18	18	the	the	DET
spir-11369	18	19	key	key	ADJ
spir-11369	18	20	factors	factor	NOUN
spir-11369	18	21	that	that	PRON
spir-11369	18	22	contributed	contribute	VERB
spir-11369	18	23	to	to	ADP
spir-11369	18	24	their	their	PRON
spir-11369	18	25	response	response	NOUN
spir-11369	18	26	.	.	PUNCT
spir-11369	19	1	the	the	DET
spir-11369	19	2	survey	survey	NOUN
spir-11369	19	3	was	be	AUX
spir-11369	19	4	available	available	ADJ
spir-11369	19	5	online	online	ADV
spir-11369	19	6	from	from	ADP
spir-11369	19	7	november	november	PROPN
spir-11369	19	8	2018	2018	NUM
spir-11369	19	9	through	through	ADP
spir-11369	19	10	july	july	PROPN
spir-11369	19	11	2019	2019	NUM
spir-11369	19	12	,	,	PUNCT
spir-11369	19	13	and	and	CCONJ
spir-11369	19	14	was	be	AUX
spir-11369	19	15	restricted	restrict	VERB
spir-11369	19	16	to	to	ADP
spir-11369	19	17	ethical	ethical	ADJ
spir-11369	19	18	review	review	NOUN
spir-11369	19	19	board	board	NOUN
spir-11369	19	20	members	member	NOUN
spir-11369	19	21	in	in	ADP
spir-11369	19	22	the	the	DET
spir-11369	19	23	u.s	u.s	PROPN
spir-11369	19	24	.	.	PROPN
spir-11369	19	25	data	datum	NOUN
spir-11369	19	26	cleaning	cleaning	NOUN
spir-11369	19	27	–	–	PUNCT
spir-11369	19	28	ensuring	ensure	VERB
spir-11369	19	29	respondents	respondent	NOUN
spir-11369	19	30	answered	answer	VERB
spir-11369	19	31	questions	question	NOUN
spir-11369	19	32	for	for	ADP
spir-11369	19	33	at	at	ADV
spir-11369	19	34	least	least	ADJ
spir-11369	19	35	one	one	NUM
spir-11369	19	36	of	of	ADP
spir-11369	19	37	the	the	DET
spir-11369	19	38	eleven	eleven	NUM
spir-11369	19	39	scenarios	scenario	NOUN
spir-11369	19	40	–	–	PUNCT
spir-11369	19	41	yielded	yield	VERB
spir-11369	19	42	77	77	NUM
spir-11369	19	43	usable	usable	ADJ
spir-11369	19	44	responses	response	NOUN
spir-11369	19	45	,	,	PUNCT
spir-11369	19	46	of	of	ADP
spir-11369	19	47	whom	whom	PRON
spir-11369	19	48	64	64	NUM
spir-11369	19	49	(	(	PUNCT
spir-11369	19	50	83	83	NUM
spir-11369	19	51	%	%	NOUN
spir-11369	19	52	)	)	PUNCT
spir-11369	19	53	were	be	AUX
spir-11369	19	54	located	locate	VERB
spir-11369	19	55	in	in	ADP
spir-11369	19	56	an	an	DET
spir-11369	19	57	irb	irb	NOUN
spir-11369	19	58	based	base	VERB
spir-11369	19	59	at	at	ADP
spir-11369	19	60	a	a	DET
spir-11369	19	61	college	college	NOUN
spir-11369	19	62	or	or	CCONJ
spir-11369	19	63	university	university	NOUN
spir-11369	19	64	,	,	PUNCT
spir-11369	19	65	with	with	ADP
spir-11369	19	66	the	the	DET
spir-11369	19	67	majority	majority	NOUN
spir-11369	19	68	(	(	PUNCT
spir-11369	19	69	34	34	NUM
spir-11369	19	70	,	,	PUNCT
spir-11369	19	71	53	53	NUM
spir-11369	19	72	%	%	NOUN
spir-11369	19	73	)	)	PUNCT
spir-11369	19	74	of	of	ADP
spir-11369	19	75	these	these	PRON
spir-11369	19	76	from	from	ADP
spir-11369	19	77	r1	r1	PROPN
spir-11369	19	78	institutions	institution	NOUN
spir-11369	19	79	while	while	SCONJ
spir-11369	19	80	15	15	NUM
spir-11369	19	81	(	(	PUNCT
spir-11369	19	82	23	23	NUM
spir-11369	19	83	%	%	NOUN
spir-11369	19	84	)	)	PUNCT
spir-11369	19	85	identifying	identify	VERB
spir-11369	19	86	as	as	ADP
spir-11369	19	87	liberal	liberal	ADJ
spir-11369	19	88	arts	art	NOUN
spir-11369	19	89	-	-	PUNCT
spir-11369	19	90	focused	focus	VERB
spir-11369	19	91	institutions	institution	NOUN
spir-11369	19	92	.	.	PUNCT
spir-11369	20	1	not	not	PART
spir-11369	20	2	all	all	DET
spir-11369	20	3	questions	question	NOUN
spir-11369	20	4	were	be	AUX
spir-11369	20	5	required	require	VERB
spir-11369	20	6	to	to	PART
spir-11369	20	7	be	be	AUX
spir-11369	20	8	answered	answer	VERB
spir-11369	20	9	,	,	PUNCT
spir-11369	20	10	and	and	CCONJ
spir-11369	20	11	thus	thus	ADV
spir-11369	20	12	some	some	DET
spir-11369	20	13	responses	response	NOUN
spir-11369	20	14	total	total	VERB
spir-11369	20	15	less	less	ADJ
spir-11369	20	16	than	than	ADP
spir-11369	20	17	77	77	NUM
spir-11369	20	18	.	.	PUNCT
spir-11369	21	1	summary	summary	NOUN
spir-11369	21	2	of	of	ADP
spir-11369	21	3	findings	finding	NOUN
spir-11369	21	4	general	general	ADJ
spir-11369	21	5	experience	experience	NOUN
spir-11369	21	6	with	with	ADP
spir-11369	21	7	and	and	CCONJ
spir-11369	21	8	preparedness	preparedness	NOUN
spir-11369	21	9	for	for	ADP
spir-11369	21	10	protocols	protocol	NOUN
spir-11369	21	11	using	use	VERB
spir-11369	21	12	pervasive	pervasive	ADJ
spir-11369	21	13	data	datum	NOUN
spir-11369	21	14	1	1	NUM
spir-11369	21	15	within	within	ADP
spir-11369	21	16	the	the	DET
spir-11369	21	17	united	united	PROPN
spir-11369	21	18	states	states	PROPN
spir-11369	21	19	,	,	PUNCT
spir-11369	21	20	university	university	NOUN
spir-11369	21	21	ethical	ethical	ADJ
spir-11369	21	22	review	review	NOUN
spir-11369	21	23	boards	board	NOUN
spir-11369	21	24	are	be	AUX
spir-11369	21	25	typically	typically	ADV
spir-11369	21	26	named	name	VERB
spir-11369	21	27	“	"	PUNCT
spir-11369	21	28	institutional	institutional	ADJ
spir-11369	21	29	review	review	NOUN
spir-11369	21	30	boards	board	NOUN
spir-11369	21	31	”	"	PUNCT
spir-11369	21	32	,	,	PUNCT
spir-11369	21	33	and	and	CCONJ
spir-11369	21	34	thus	thus	ADV
spir-11369	21	35	the	the	DET
spir-11369	21	36	acronym	acronym	NOUN
spir-11369	21	37	irb	irb	NOUN
spir-11369	21	38	will	will	AUX
spir-11369	21	39	be	be	AUX
spir-11369	21	40	used	use	VERB
spir-11369	21	41	throughout	throughout	ADP
spir-11369	21	42	the	the	DET
spir-11369	21	43	remainder	remainder	NOUN
spir-11369	21	44	of	of	ADP
spir-11369	21	45	the	the	DET
spir-11369	21	46	paper	paper	NOUN
spir-11369	21	47	.	.	PUNCT
spir-11369	22	1	we	we	PRON
spir-11369	22	2	asked	ask	VERB
spir-11369	22	3	a	a	DET
spir-11369	22	4	series	series	NOUN
spir-11369	22	5	of	of	ADP
spir-11369	22	6	questions	question	NOUN
spir-11369	22	7	to	to	PART
spir-11369	22	8	gauge	gauge	VERB
spir-11369	22	9	an	an	DET
spir-11369	22	10	irbs	irbs	NOUN
spir-11369	22	11	exposure	exposure	NOUN
spir-11369	22	12	to	to	ADP
spir-11369	22	13	,	,	PUNCT
spir-11369	22	14	and	and	CCONJ
spir-11369	22	15	preparation	preparation	NOUN
spir-11369	22	16	for	for	ADP
spir-11369	22	17	,	,	PUNCT
spir-11369	22	18	research	research	NOUN
spir-11369	22	19	protocols	protocol	NOUN
spir-11369	22	20	that	that	PRON
spir-11369	22	21	rely	rely	VERB
spir-11369	22	22	on	on	ADP
spir-11369	22	23	pervasive	pervasive	ADJ
spir-11369	22	24	data	datum	NOUN
spir-11369	22	25	.	.	PUNCT
spir-11369	23	1	half	half	NOUN
spir-11369	23	2	of	of	ADP
spir-11369	23	3	respondents	respondent	NOUN
spir-11369	23	4	(	(	PUNCT
spir-11369	23	5	30/59	30/59	NUM
spir-11369	23	6	)	)	PUNCT
spir-11369	23	7	reported	report	VERB
spir-11369	23	8	receiving	receive	VERB
spir-11369	23	9	10	10	NUM
spir-11369	23	10	or	or	CCONJ
spir-11369	23	11	fewer	few	ADJ
spir-11369	23	12	proposals	proposal	NOUN
spir-11369	23	13	that	that	PRON
spir-11369	23	14	used	use	VERB
spir-11369	23	15	pervasive	pervasive	ADJ
spir-11369	23	16	data	datum	NOUN
spir-11369	23	17	annually	annually	ADV
spir-11369	23	18	,	,	PUNCT
spir-11369	23	19	while	while	SCONJ
spir-11369	23	20	over	over	ADP
spir-11369	23	21	one	one	NUM
spir-11369	23	22	-	-	PUNCT
spir-11369	23	23	third	third	NOUN
spir-11369	23	24	(	(	PUNCT
spir-11369	23	25	20/59	20/59	NUM
spir-11369	23	26	)	)	PUNCT
spir-11369	23	27	reviewed	review	VERB
spir-11369	23	28	more	more	ADJ
spir-11369	23	29	than	than	ADP
spir-11369	23	30	50	50	NUM
spir-11369	23	31	each	each	DET
spir-11369	23	32	year	year	NOUN
spir-11369	23	33	.	.	PUNCT
spir-11369	24	1	the	the	DET
spir-11369	24	2	most	most	ADV
spir-11369	24	3	common	common	ADJ
spir-11369	24	4	types	type	NOUN
spir-11369	24	5	of	of	ADP
spir-11369	24	6	pervasive	pervasive	ADJ
spir-11369	24	7	data	datum	NOUN
spir-11369	24	8	appearing	appear	VERB
spir-11369	24	9	in	in	ADP
spir-11369	24	10	research	research	NOUN
spir-11369	24	11	protocols	protocol	NOUN
spir-11369	24	12	reviewed	review	VERB
spir-11369	24	13	within	within	ADP
spir-11369	24	14	the	the	DET
spir-11369	24	15	past	past	ADJ
spir-11369	24	16	year	year	NOUN
spir-11369	24	17	are	be	AUX
spir-11369	24	18	provided	provide	VERB
spir-11369	24	19	in	in	ADP
spir-11369	24	20	table	table	NOUN
spir-11369	24	21	2	2	NUM
spir-11369	24	22	,	,	PUNCT
spir-11369	24	23	and	and	CCONJ
spir-11369	24	24	the	the	DET
spir-11369	24	25	disciplines	discipline	NOUN
spir-11369	24	26	represented	represent	VERB
spir-11369	24	27	in	in	ADP
spir-11369	24	28	those	those	DET
spir-11369	24	29	protocols	protocol	NOUN
spir-11369	24	30	are	be	AUX
spir-11369	24	31	provided	provide	VERB
spir-11369	24	32	in	in	ADP
spir-11369	24	33	table	table	NOUN
spir-11369	24	34	3	3	NUM
spir-11369	24	35	(	(	PUNCT
spir-11369	24	36	see	see	VERB
spir-11369	24	37	appendix	appendix	NOUN
spir-11369	24	38	b	b	NOUN
spir-11369	24	39	)	)	PUNCT
spir-11369	24	40	.	.	PUNCT
spir-11369	25	1	in	in	ADP
spir-11369	25	2	terms	term	NOUN
spir-11369	25	3	of	of	ADP
spir-11369	25	4	preparedness	preparedness	NOUN
spir-11369	25	5	for	for	ADP
spir-11369	25	6	reviewing	review	VERB
spir-11369	25	7	protocols	protocol	NOUN
spir-11369	25	8	using	use	VERB
spir-11369	25	9	pervasive	pervasive	ADJ
spir-11369	25	10	data	datum	NOUN
spir-11369	25	11	,	,	PUNCT
spir-11369	25	12	less	less	ADJ
spir-11369	25	13	than	than	ADP
spir-11369	25	14	onethird	onethird	PROPN
spir-11369	25	15	of	of	ADP
spir-11369	25	16	respondents	respondent	NOUN
spir-11369	25	17	indicated	indicate	VERB
spir-11369	25	18	their	their	PRON
spir-11369	25	19	institution	institution	NOUN
spir-11369	25	20	provided	provide	VERB
spir-11369	25	21	specific	specific	ADJ
spir-11369	25	22	training	training	NOUN
spir-11369	25	23	sessions	session	NOUN
spir-11369	25	24	for	for	ADP
spir-11369	25	25	irb	irb	NOUN
spir-11369	25	26	members	member	NOUN
spir-11369	25	27	that	that	PRON
spir-11369	25	28	addressed	address	VERB
spir-11369	25	29	the	the	DET
spir-11369	25	30	collection	collection	NOUN
spir-11369	25	31	and	and	CCONJ
spir-11369	25	32	use	use	VERB
spir-11369	25	33	this	this	DET
spir-11369	25	34	kind	kind	NOUN
spir-11369	25	35	of	of	ADP
spir-11369	25	36	data	datum	NOUN
spir-11369	25	37	(	(	PUNCT
spir-11369	25	38	see	see	VERB
spir-11369	25	39	table	table	NOUN
spir-11369	25	40	4	4	NUM
spir-11369	25	41	,	,	PUNCT
spir-11369	25	42	appendix	appendix	ADJ
spir-11369	25	43	b	b	NOUN
spir-11369	25	44	)	)	PUNCT
spir-11369	25	45	.	.	PUNCT
spir-11369	26	1	the	the	DET
spir-11369	26	2	vast	vast	ADJ
spir-11369	26	3	majority	majority	NOUN
spir-11369	26	4	of	of	ADP
spir-11369	26	5	respondents	respondent	NOUN
spir-11369	26	6	(	(	PUNCT
spir-11369	26	7	54/59	54/59	NUM
spir-11369	26	8	)	)	PUNCT
spir-11369	26	9	also	also	ADV
spir-11369	26	10	indicated	indicate	VERB
spir-11369	26	11	their	their	PRON
spir-11369	26	12	irb	irb	NOUN
spir-11369	26	13	lacked	lack	VERB
spir-11369	26	14	any	any	DET
spir-11369	26	15	specific	specific	ADJ
spir-11369	26	16	checklist	checklist	NOUN
spir-11369	26	17	,	,	PUNCT
spir-11369	26	18	review	review	NOUN
spir-11369	26	19	tool	tool	NOUN
spir-11369	26	20	,	,	PUNCT
spir-11369	26	21	policy	policy	NOUN
spir-11369	26	22	or	or	CCONJ
spir-11369	26	23	set	set	NOUN
spir-11369	26	24	of	of	ADP
spir-11369	26	25	guidelines	guideline	NOUN
spir-11369	26	26	for	for	ADP
spir-11369	26	27	reviewing	review	VERB
spir-11369	26	28	protocols	protocol	NOUN
spir-11369	26	29	that	that	PRON
spir-11369	26	30	rely	rely	VERB
spir-11369	26	31	on	on	ADP
spir-11369	26	32	pervasive	pervasive	ADJ
spir-11369	26	33	data	datum	NOUN
spir-11369	26	34	,	,	PUNCT
spir-11369	26	35	while	while	SCONJ
spir-11369	26	36	eleven	eleven	NUM
spir-11369	26	37	indicated	indicate	VERB
spir-11369	26	38	such	such	ADJ
spir-11369	26	39	guidelines	guideline	NOUN
spir-11369	26	40	were	be	AUX
spir-11369	26	41	under	under	ADP
spir-11369	26	42	development	development	NOUN
spir-11369	26	43	.	.	PUNCT
spir-11369	27	1	only	only	ADV
spir-11369	27	2	four	four	NUM
spir-11369	27	3	respondents	respondent	NOUN
spir-11369	27	4	indicated	indicate	VERB
spir-11369	27	5	such	such	ADJ
spir-11369	27	6	materials	material	NOUN
spir-11369	27	7	existed	exist	VERB
spir-11369	27	8	,	,	PUNCT
spir-11369	27	9	and	and	CCONJ
spir-11369	27	10	when	when	SCONJ
spir-11369	27	11	asked	ask	VERB
spir-11369	27	12	if	if	SCONJ
spir-11369	27	13	the	the	DET
spir-11369	27	14	available	available	ADJ
spir-11369	27	15	materials	material	NOUN
spir-11369	27	16	were	be	AUX
spir-11369	27	17	“	"	PUNCT
spir-11369	27	18	excellent	excellent	ADJ
spir-11369	27	19	,	,	PUNCT
spir-11369	27	20	”	"	PUNCT
spir-11369	27	21	“	"	PUNCT
spir-11369	27	22	adequate	adequate	ADJ
spir-11369	27	23	,	,	PUNCT
spir-11369	27	24	”	"	PUNCT
spir-11369	27	25	or	or	CCONJ
spir-11369	27	26	“	"	PUNCT
spir-11369	27	27	poor	poor	ADJ
spir-11369	27	28	,	,	PUNCT
spir-11369	27	29	”	"	PUNCT
spir-11369	27	30	each	each	PRON
spir-11369	27	31	of	of	ADP
spir-11369	27	32	the	the	DET
spir-11369	27	33	four	four	NUM
spir-11369	27	34	respondents	respondent	NOUN
spir-11369	27	35	indicated	indicate	VERB
spir-11369	27	36	“	"	PUNCT
spir-11369	27	37	adequate	adequate	ADJ
spir-11369	27	38	.	.	PUNCT
spir-11369	27	39	”	"	PUNCT
spir-11369	28	1	in	in	ADP
spir-11369	28	2	the	the	DET
spir-11369	28	3	absence	absence	NOUN
spir-11369	28	4	of	of	ADP
spir-11369	28	5	specific	specific	ADJ
spir-11369	28	6	internal	internal	ADJ
spir-11369	28	7	guidelines	guideline	NOUN
spir-11369	28	8	,	,	PUNCT
spir-11369	28	9	respondents	respondent	NOUN
spir-11369	28	10	relied	rely	VERB
spir-11369	28	11	on	on	ADP
spir-11369	28	12	various	various	ADJ
spir-11369	28	13	external	external	ADJ
spir-11369	28	14	regulations	regulation	NOUN
spir-11369	28	15	or	or	CCONJ
spir-11369	28	16	guidelines	guideline	NOUN
spir-11369	28	17	when	when	SCONJ
spir-11369	28	18	reviewing	review	VERB
spir-11369	28	19	protocols	protocol	NOUN
spir-11369	28	20	utilizing	utilize	VERB
spir-11369	28	21	pervasive	pervasive	ADJ
spir-11369	28	22	data	datum	NOUN
spir-11369	28	23	(	(	PUNCT
spir-11369	28	24	see	see	VERB
spir-11369	28	25	table	table	NOUN
spir-11369	28	26	5	5	NUM
spir-11369	28	27	,	,	PUNCT
spir-11369	28	28	appendix	appendix	ADJ
spir-11369	28	29	b	b	NOUN
spir-11369	28	30	)	)	PUNCT
spir-11369	28	31	.	.	PUNCT
spir-11369	29	1	respondents	respondent	NOUN
spir-11369	29	2	were	be	AUX
spir-11369	29	3	also	also	ADV
spir-11369	29	4	asked	ask	VERB
spir-11369	29	5	to	to	PART
spir-11369	29	6	agree	agree	VERB
spir-11369	29	7	or	or	CCONJ
spir-11369	29	8	disagree	disagree	VERB
spir-11369	29	9	with	with	ADP
spir-11369	29	10	statements	statement	NOUN
spir-11369	29	11	about	about	ADP
spir-11369	29	12	how	how	SCONJ
spir-11369	29	13	wellversed	wellverse	VERB
spir-11369	29	14	their	their	PRON
spir-11369	29	15	institutions	institution	NOUN
spir-11369	29	16	’	'	PUNCT
spir-11369	29	17	irb	irb	NOUN
spir-11369	29	18	members	member	NOUN
spir-11369	29	19	were	be	AUX
spir-11369	29	20	regarding	regard	VERB
spir-11369	29	21	both	both	CCONJ
spir-11369	29	22	the	the	DET
spir-11369	29	23	technical	technical	ADJ
spir-11369	29	24	and	and	CCONJ
spir-11369	29	25	ethical	ethical	ADJ
spir-11369	29	26	aspects	aspect	NOUN
spir-11369	29	27	of	of	ADP
spir-11369	29	28	the	the	DET
spir-11369	29	29	collection	collection	NOUN
spir-11369	29	30	and	and	CCONJ
spir-11369	29	31	use	use	NOUN
spir-11369	29	32	of	of	ADP
spir-11369	29	33	pervasive	pervasive	ADJ
spir-11369	29	34	data	datum	NOUN
spir-11369	29	35	.	.	PUNCT
spir-11369	30	1	only	only	ADV
spir-11369	30	2	25	25	NUM
spir-11369	30	3	%	%	NOUN
spir-11369	30	4	of	of	ADP
spir-11369	30	5	respondents	respondent	NOUN
spir-11369	30	6	agreed	agree	VERB
spir-11369	30	7	that	that	SCONJ
spir-11369	30	8	their	their	PRON
spir-11369	30	9	irb	irb	NOUN
spir-11369	30	10	members	member	NOUN
spir-11369	30	11	are	be	AUX
spir-11369	30	12	well	well	ADV
spir-11369	30	13	-	-	PUNCT
spir-11369	30	14	versed	verse	VERB
spir-11369	30	15	in	in	ADP
spir-11369	30	16	the	the	DET
spir-11369	30	17	technical	technical	ADJ
spir-11369	30	18	aspects	aspect	NOUN
spir-11369	30	19	of	of	ADP
spir-11369	30	20	these	these	DET
spir-11369	30	21	type	type	NOUN
spir-11369	30	22	of	of	ADP
spir-11369	30	23	research	research	NOUN
spir-11369	30	24	protocols	protocol	NOUN
spir-11369	30	25	,	,	PUNCT
spir-11369	30	26	while	while	SCONJ
spir-11369	30	27	nearly	nearly	ADV
spir-11369	30	28	one	one	NUM
spir-11369	30	29	-	-	PUNCT
spir-11369	30	30	half	half	NOUN
spir-11369	30	31	felt	feel	VERB
spir-11369	30	32	they	they	PRON
spir-11369	30	33	were	be	AUX
spir-11369	30	34	well	well	ADV
spir-11369	30	35	-	-	PUNCT
spir-11369	30	36	versed	verse	VERB
spir-11369	30	37	in	in	ADP
spir-11369	30	38	the	the	DET
spir-11369	30	39	ethical	ethical	ADJ
spir-11369	30	40	dimensions	dimension	NOUN
spir-11369	30	41	(	(	PUNCT
spir-11369	30	42	see	see	VERB
spir-11369	30	43	tables	table	NOUN
spir-11369	30	44	6	6	NUM
spir-11369	30	45	and	and	CCONJ
spir-11369	30	46	7	7	NUM
spir-11369	30	47	in	in	ADP
spir-11369	30	48	appendix	appendix	ADJ
spir-11369	30	49	b	b	NOUN
spir-11369	30	50	)	)	PUNCT
spir-11369	30	51	.	.	PUNCT
spir-11369	31	1	responses	response	NOUN
spir-11369	31	2	to	to	ADP
spir-11369	31	3	hypothetical	hypothetical	ADJ
spir-11369	31	4	scenarios	scenario	NOUN
spir-11369	31	5	using	use	VERB
spir-11369	31	6	pervasive	pervasive	ADJ
spir-11369	31	7	data	datum	NOUN
spir-11369	31	8	respondents	respondent	NOUN
spir-11369	31	9	were	be	AUX
spir-11369	31	10	presented	present	VERB
spir-11369	31	11	with	with	ADP
spir-11369	31	12	eleven	eleven	NUM
spir-11369	31	13	hypothetical	hypothetical	ADJ
spir-11369	31	14	research	research	NOUN
spir-11369	31	15	scenarios	scenario	NOUN
spir-11369	31	16	(	(	PUNCT
spir-11369	31	17	see	see	VERB
spir-11369	31	18	appendix	appendix	NOUN
spir-11369	31	19	a	a	PRON
spir-11369	31	20	)	)	PUNCT
spir-11369	31	21	relying	rely	VERB
spir-11369	31	22	on	on	ADP
spir-11369	31	23	pervasive	pervasive	ADJ
spir-11369	31	24	data	datum	NOUN
spir-11369	31	25	and	and	CCONJ
spir-11369	31	26	were	be	AUX
spir-11369	31	27	asked	ask	VERB
spir-11369	31	28	to	to	PART
spir-11369	31	29	consider	consider	VERB
spir-11369	31	30	how	how	SCONJ
spir-11369	31	31	their	their	PRON
spir-11369	31	32	irb	irb	NOUN
spir-11369	31	33	would	would	AUX
spir-11369	31	34	likely	likely	ADV
spir-11369	31	35	review	review	VERB
spir-11369	31	36	each	each	DET
spir-11369	31	37	case	case	NOUN
spir-11369	31	38	.	.	PUNCT
spir-11369	32	1	a	a	DET
spir-11369	32	2	summary	summary	NOUN
spir-11369	32	3	of	of	ADP
spir-11369	32	4	results	result	NOUN
spir-11369	32	5	is	be	AUX
spir-11369	32	6	provided	provide	VERB
spir-11369	32	7	in	in	ADP
spir-11369	32	8	table	table	NOUN
spir-11369	32	9	8	8	NUM
spir-11369	32	10	in	in	ADP
spir-11369	32	11	appendix	appendix	PROPN
spir-11369	32	12	b.	b.	PROPN
spir-11369	32	13	along	along	ADP
spir-11369	32	14	with	with	ADP
spir-11369	32	15	the	the	DET
spir-11369	32	16	assessment	assessment	NOUN
spir-11369	32	17	with	with	ADP
spir-11369	32	18	each	each	DET
spir-11369	32	19	scenario	scenario	NOUN
spir-11369	32	20	,	,	PUNCT
spir-11369	32	21	respondents	respondent	NOUN
spir-11369	32	22	were	be	AUX
spir-11369	32	23	asked	ask	VERB
spir-11369	32	24	what	what	PRON
spir-11369	32	25	the	the	DET
spir-11369	32	26	key	key	ADJ
spir-11369	32	27	factors	factor	NOUN
spir-11369	32	28	would	would	AUX
spir-11369	32	29	be	be	AUX
spir-11369	32	30	in	in	ADP
spir-11369	32	31	making	make	VERB
spir-11369	32	32	their	their	PRON
spir-11369	32	33	determination	determination	NOUN
spir-11369	32	34	.	.	PUNCT
spir-11369	33	1	a	a	DET
spir-11369	33	2	treeplot	treeplot	ADJ
spir-11369	33	3	summary	summary	NOUN
spir-11369	33	4	of	of	ADP
spir-11369	33	5	responses	response	NOUN
spir-11369	33	6	for	for	ADP
spir-11369	33	7	each	each	DET
spir-11369	33	8	scenario	scenario	NOUN
spir-11369	33	9	are	be	AUX
spir-11369	33	10	provided	provide	VERB
spir-11369	33	11	in	in	ADP
spir-11369	33	12	appendix	appendix	NOUN
spir-11369	33	13	c	c	NOUN
spir-11369	33	14	,	,	PUNCT
spir-11369	33	15	highlighting	highlight	VERB
spir-11369	33	16	the	the	DET
spir-11369	33	17	most	most	ADV
spir-11369	33	18	common	common	ADJ
spir-11369	33	19	factors	factor	NOUN
spir-11369	33	20	indicated	indicate	VERB
spir-11369	33	21	in	in	ADP
spir-11369	33	22	support	support	NOUN
spir-11369	33	23	of	of	ADP
spir-11369	33	24	each	each	DET
spir-11369	33	25	respondent	respondent	NOUN
spir-11369	33	26	’s	’s	PART
spir-11369	33	27	determination	determination	NOUN
spir-11369	33	28	(	(	PUNCT
spir-11369	33	29	the	the	DET
spir-11369	33	30	size	size	NOUN
spir-11369	33	31	of	of	ADP
spir-11369	33	32	each	each	DET
spir-11369	33	33	box	box	NOUN
spir-11369	33	34	indicates	indicate	VERB
spir-11369	33	35	its	its	PRON
spir-11369	33	36	relative	relative	ADJ
spir-11369	33	37	importance	importance	NOUN
spir-11369	33	38	compared	compare	VERB
spir-11369	33	39	to	to	ADP
spir-11369	33	40	other	other	ADJ
spir-11369	33	41	factors	factor	NOUN
spir-11369	33	42	in	in	ADP
spir-11369	33	43	that	that	DET
spir-11369	33	44	determination	determination	NOUN
spir-11369	33	45	)	)	PUNCT
spir-11369	33	46	.	.	PUNCT
spir-11369	34	1	discussion	discussion	NOUN
spir-11369	34	2	our	our	PRON
spir-11369	34	3	findings	finding	NOUN
spir-11369	34	4	suggest	suggest	VERB
spir-11369	34	5	that	that	SCONJ
spir-11369	34	6	irbs	irb	NOUN
spir-11369	34	7	are	be	AUX
spir-11369	34	8	largely	largely	ADV
spir-11369	34	9	unprepared	unprepared	ADJ
spir-11369	34	10	for	for	ADP
spir-11369	34	11	addressing	address	VERB
spir-11369	34	12	the	the	DET
spir-11369	34	13	unique	unique	ADJ
spir-11369	34	14	challenges	challenge	NOUN
spir-11369	34	15	that	that	PRON
spir-11369	34	16	stem	stem	VERB
spir-11369	34	17	from	from	ADP
spir-11369	34	18	research	research	NOUN
spir-11369	34	19	protocols	protocol	NOUN
spir-11369	34	20	relying	rely	VERB
spir-11369	34	21	on	on	ADP
spir-11369	34	22	pervasive	pervasive	ADJ
spir-11369	34	23	data	datum	NOUN
spir-11369	34	24	.	.	PUNCT
spir-11369	35	1	over	over	ADP
spir-11369	35	2	two	two	NUM
spir-11369	35	3	-	-	PUNCT
spir-11369	35	4	thirds	third	NOUN
spir-11369	35	5	of	of	ADP
spir-11369	35	6	the	the	DET
spir-11369	35	7	respondents	respondent	NOUN
spir-11369	35	8	indicated	indicate	VERB
spir-11369	35	9	that	that	SCONJ
spir-11369	35	10	no	no	DET
spir-11369	35	11	specific	specific	ADJ
spir-11369	35	12	training	training	NOUN
spir-11369	35	13	was	be	AUX
spir-11369	35	14	provided	provide	VERB
spir-11369	35	15	for	for	SCONJ
spir-11369	35	16	irb	irb	NOUN
spir-11369	35	17	members	member	NOUN
spir-11369	35	18	to	to	PART
spir-11369	35	19	address	address	VERB
spir-11369	35	20	the	the	DET
spir-11369	35	21	ethics	ethic	NOUN
spir-11369	35	22	of	of	ADP
spir-11369	35	23	pervasive	pervasive	ADJ
spir-11369	35	24	data	datum	NOUN
spir-11369	35	25	research	research	NOUN
spir-11369	35	26	,	,	PUNCT
spir-11369	35	27	and	and	CCONJ
spir-11369	35	28	over	over	ADP
spir-11369	35	29	90	90	NUM
spir-11369	35	30	percent	percent	NOUN
spir-11369	35	31	noted	note	VERB
spir-11369	35	32	the	the	DET
spir-11369	35	33	absence	absence	NOUN
spir-11369	35	34	any	any	DET
spir-11369	35	35	specific	specific	ADJ
spir-11369	35	36	set	set	NOUN
spir-11369	35	37	of	of	ADP
spir-11369	35	38	guidelines	guideline	NOUN
spir-11369	35	39	for	for	ADP
spir-11369	35	40	reviewing	review	VERB
spir-11369	35	41	protocols	protocol	NOUN
spir-11369	35	42	that	that	PRON
spir-11369	35	43	rely	rely	VERB
spir-11369	35	44	on	on	ADP
spir-11369	35	45	pervasive	pervasive	ADJ
spir-11369	35	46	data	datum	NOUN
spir-11369	35	47	.	.	PUNCT
spir-11369	36	1	further	far	ADV
spir-11369	36	2	,	,	PUNCT
spir-11369	36	3	while	while	SCONJ
spir-11369	36	4	nearly	nearly	ADV
spir-11369	36	5	half	half	NOUN
spir-11369	36	6	of	of	ADP
spir-11369	36	7	our	our	PRON
spir-11369	36	8	respondents	respondent	NOUN
spir-11369	36	9	felt	feel	VERB
spir-11369	36	10	they	they	PRON
spir-11369	36	11	were	be	AUX
spir-11369	36	12	well	well	ADV
spir-11369	36	13	-	-	PUNCT
spir-11369	36	14	versed	verse	VERB
spir-11369	36	15	in	in	ADP
spir-11369	36	16	the	the	DET
spir-11369	36	17	ethical	ethical	ADJ
spir-11369	36	18	issues	issue	NOUN
spir-11369	36	19	related	relate	VERB
spir-11369	36	20	to	to	ADP
spir-11369	36	21	pervasive	pervasive	ADJ
spir-11369	36	22	data	datum	NOUN
spir-11369	36	23	,	,	PUNCT
spir-11369	36	24	only	only	ADV
spir-11369	36	25	25	25	NUM
spir-11369	36	26	%	%	NOUN
spir-11369	36	27	felt	feel	VERB
spir-11369	36	28	their	their	PRON
spir-11369	36	29	irb	irb	NOUN
spir-11369	36	30	was	be	AUX
spir-11369	36	31	had	have	VERB
spir-11369	36	32	sufficient	sufficient	ADJ
spir-11369	36	33	technical	technical	ADJ
spir-11369	36	34	knowledge	knowledge	NOUN
spir-11369	36	35	to	to	PART
spir-11369	36	36	understand	understand	VERB
spir-11369	36	37	such	such	ADJ
spir-11369	36	38	protocols	protocol	NOUN
spir-11369	36	39	.	.	PUNCT
spir-11369	37	1	this	this	PRON
spir-11369	37	2	might	might	AUX
spir-11369	37	3	present	present	VERB
spir-11369	37	4	cases	case	NOUN
spir-11369	37	5	of	of	ADP
spir-11369	37	6	misunderstanding	misunderstanding	NOUN
spir-11369	37	7	or	or	CCONJ
spir-11369	37	8	over	over	ADP
spir-11369	37	9	-	-	PUNCT
spir-11369	37	10	confidence	confidence	NOUN
spir-11369	37	11	in	in	ADP
spir-11369	37	12	the	the	DET
spir-11369	37	13	ability	ability	NOUN
spir-11369	37	14	to	to	PART
spir-11369	37	15	adequately	adequately	ADV
spir-11369	37	16	assess	assess	VERB
spir-11369	37	17	pervasive	pervasive	ADJ
spir-11369	37	18	data	datum	NOUN
spir-11369	37	19	research	research	NOUN
spir-11369	37	20	protocols	protocol	NOUN
spir-11369	37	21	.	.	PUNCT
spir-11369	38	1	our	our	PRON
spir-11369	38	2	initial	initial	ADJ
spir-11369	38	3	analysis	analysis	NOUN
spir-11369	38	4	of	of	ADP
spir-11369	38	5	the	the	DET
spir-11369	38	6	results	result	NOUN
spir-11369	38	7	from	from	ADP
spir-11369	38	8	the	the	DET
spir-11369	38	9	various	various	ADJ
spir-11369	38	10	hypothetical	hypothetical	ADJ
spir-11369	38	11	research	research	NOUN
spir-11369	38	12	scenarios	scenario	NOUN
spir-11369	38	13	supports	support	VERB
spir-11369	38	14	this	this	DET
spir-11369	38	15	concern	concern	NOUN
spir-11369	38	16	.	.	PUNCT
spir-11369	39	1	while	while	SCONJ
spir-11369	39	2	many	many	ADJ
spir-11369	39	3	of	of	ADP
spir-11369	39	4	the	the	DET
spir-11369	39	5	eleven	eleven	NUM
spir-11369	39	6	scenarios	scenario	NOUN
spir-11369	39	7	presented	present	VERB
spir-11369	39	8	yielded	yield	VERB
spir-11369	39	9	largely	largely	ADV
spir-11369	39	10	consistent	consistent	ADJ
spir-11369	39	11	assessments	assessment	NOUN
spir-11369	39	12	(	(	PUNCT
spir-11369	39	13	for	for	ADP
spir-11369	39	14	example	example	NOUN
spir-11369	39	15	,	,	PUNCT
spir-11369	39	16	75	75	NUM
spir-11369	39	17	%	%	NOUN
spir-11369	39	18	of	of	ADP
spir-11369	39	19	respondents	respondent	NOUN
spir-11369	39	20	indicated	indicate	VERB
spir-11369	39	21	scenario	scenario	NOUN
spir-11369	39	22	10	10	NUM
spir-11369	39	23	would	would	AUX
spir-11369	39	24	be	be	AUX
spir-11369	39	25	“	"	PUNCT
spir-11369	39	26	expedited	expedite	VERB
spir-11369	39	27	”	"	PUNCT
spir-11369	39	28	)	)	PUNCT
spir-11369	39	29	,	,	PUNCT
spir-11369	39	30	numerous	numerous	ADJ
spir-11369	39	31	scenarios	scenario	NOUN
spir-11369	39	32	revealed	reveal	VERB
spir-11369	39	33	large	large	ADJ
spir-11369	39	34	diversity	diversity	NOUN
spir-11369	39	35	of	of	ADP
spir-11369	39	36	viewpoints	viewpoint	NOUN
spir-11369	39	37	on	on	ADP
spir-11369	39	38	how	how	SCONJ
spir-11369	39	39	an	an	DET
spir-11369	39	40	irb	irb	NOUN
spir-11369	39	41	would	would	AUX
spir-11369	39	42	review	review	VERB
spir-11369	39	43	the	the	DET
spir-11369	39	44	protocol	protocol	NOUN
spir-11369	39	45	.	.	PUNCT
spir-11369	40	1	in	in	ADP
spir-11369	40	2	scenario	scenario	NOUN
spir-11369	40	3	1	1	NUM
spir-11369	40	4	,	,	PUNCT
spir-11369	40	5	for	for	ADP
spir-11369	40	6	example	example	NOUN
spir-11369	40	7	,	,	PUNCT
spir-11369	40	8	respondents	respondent	NOUN
spir-11369	40	9	were	be	AUX
spir-11369	40	10	spread	spread	VERB
spir-11369	40	11	across	across	ADP
spir-11369	40	12	the	the	DET
spir-11369	40	13	four	four	NUM
spir-11369	40	14	possible	possible	ADJ
spir-11369	40	15	irb	irb	NOUN
spir-11369	40	16	review	review	NOUN
spir-11369	40	17	categories	category	NOUN
spir-11369	40	18	,	,	PUNCT
spir-11369	40	19	and	and	CCONJ
spir-11369	40	20	the	the	DET
spir-11369	40	21	treeplot	treeplot	NOUN
spir-11369	40	22	summary	summary	NOUN
spir-11369	40	23	reveals	reveal	VERB
spir-11369	40	24	how	how	SCONJ
spir-11369	40	25	the	the	DET
spir-11369	40	26	same	same	ADJ
spir-11369	40	27	factor	factor	NOUN
spir-11369	40	28	(	(	PUNCT
spir-11369	40	29	“	"	PUNCT
spir-11369	40	30	terms	term	NOUN
spir-11369	40	31	of	of	ADP
spir-11369	40	32	service	service	NOUN
spir-11369	40	33	”	"	PUNCT
spir-11369	40	34	in	in	ADP
spir-11369	40	35	this	this	DET
spir-11369	40	36	case	case	NOUN
spir-11369	40	37	)	)	PUNCT
spir-11369	40	38	might	might	AUX
spir-11369	40	39	be	be	AUX
spir-11369	40	40	listed	list	VERB
spir-11369	40	41	as	as	ADP
spir-11369	40	42	a	a	DET
spir-11369	40	43	key	key	ADJ
spir-11369	40	44	reason	reason	NOUN
spir-11369	40	45	for	for	ADP
spir-11369	40	46	divergent	divergent	ADJ
spir-11369	40	47	determinations	determination	NOUN
spir-11369	40	48	.	.	PUNCT
spir-11369	41	1	other	other	ADJ
spir-11369	41	2	scenarios	scenario	NOUN
spir-11369	41	3	share	share	VERB
spir-11369	41	4	this	this	DET
spir-11369	41	5	feature	feature	NOUN
spir-11369	41	6	,	,	PUNCT
spir-11369	41	7	suggesting	suggest	VERB
spir-11369	41	8	confusion	confusion	NOUN
spir-11369	41	9	exists	exist	VERB
spir-11369	41	10	across	across	ADP
spir-11369	41	11	irb	irb	NOUN
spir-11369	41	12	members	member	NOUN
spir-11369	41	13	regarding	regard	VERB
spir-11369	41	14	how	how	SCONJ
spir-11369	41	15	to	to	PART
spir-11369	41	16	address	address	VERB
spir-11369	41	17	pervasive	pervasive	ADJ
spir-11369	41	18	data	datum	NOUN
spir-11369	41	19	research	research	NOUN
spir-11369	41	20	.	.	PUNCT
spir-11369	42	1	further	further	ADJ
spir-11369	42	2	analyses	analysis	NOUN
spir-11369	42	3	and	and	CCONJ
spir-11369	42	4	implications	implication	NOUN
spir-11369	42	5	for	for	ADP
spir-11369	42	6	the	the	DET
spir-11369	42	7	research	research	NOUN
spir-11369	42	8	and	and	CCONJ
spir-11369	42	9	irb	irb	PROPN
spir-11369	42	10	community	community	NOUN
spir-11369	42	11	will	will	AUX
spir-11369	42	12	be	be	AUX
spir-11369	42	13	presented	present	VERB
spir-11369	42	14	.	.	PUNCT
spir-11369	43	1	acknowledgements	acknowledgement	NOUN
spir-11369	43	2	this	this	DET
spir-11369	43	3	material	material	NOUN
spir-11369	43	4	is	be	AUX
spir-11369	43	5	based	base	VERB
spir-11369	43	6	upon	upon	SCONJ
spir-11369	43	7	work	work	NOUN
spir-11369	43	8	supported	support	VERB
spir-11369	43	9	by	by	ADP
spir-11369	43	10	the	the	DET
spir-11369	43	11	national	national	PROPN
spir-11369	43	12	science	science	PROPN
spir-11369	43	13	foundation	foundation	PROPN
spir-11369	43	14	under	under	ADP
spir-11369	43	15	grant	grant	PROPN
spir-11369	43	16	no	no	NOUN
spir-11369	43	17	.	.	PROPN
spir-11369	43	18	1947754	1947754	NUM
spir-11369	43	19	.	.	PUNCT
spir-11369	44	1	references	reference	NOUN
spir-11369	44	2	bruns	brun	NOUN
spir-11369	44	3	,	,	PUNCT
spir-11369	44	4	a.	a.	NOUN
spir-11369	44	5	(	(	PUNCT
spir-11369	44	6	2018	2018	NUM
spir-11369	44	7	)	)	PUNCT
spir-11369	44	8	.	.	PUNCT
spir-11369	45	1	facebook	facebook	PROPN
spir-11369	45	2	shuts	shut	VERB
spir-11369	45	3	the	the	DET
spir-11369	45	4	gate	gate	NOUN
spir-11369	45	5	after	after	SCONJ
spir-11369	45	6	the	the	DET
spir-11369	45	7	horse	horse	NOUN
spir-11369	45	8	has	have	AUX
spir-11369	45	9	bolted	bolt	VERB
spir-11369	45	10	,	,	PUNCT
spir-11369	45	11	and	and	CCONJ
spir-11369	45	12	hurts	hurt	VERB
spir-11369	45	13	real	real	ADJ
spir-11369	45	14	research	research	NOUN
spir-11369	45	15	in	in	ADP
spir-11369	45	16	the	the	DET
spir-11369	45	17	process	process	NOUN
spir-11369	45	18	.	.	PUNCT
spir-11369	46	1	internet	internet	NOUN
spir-11369	46	2	policy	policy	NOUN
spir-11369	46	3	review	review	NOUN
spir-11369	46	4	.	.	PUNCT
spir-11369	47	1	buchanan	buchanan	PROPN
spir-11369	47	2	,	,	PUNCT
spir-11369	47	3	e.	e.	PROPN
spir-11369	47	4	,	,	PUNCT
spir-11369	47	5	&	&	CCONJ
spir-11369	47	6	ess	ess	PROPN
spir-11369	47	7	,	,	PUNCT
spir-11369	47	8	c.	c.	PROPN
spir-11369	47	9	(	(	PUNCT
spir-11369	47	10	2009	2009	NUM
spir-11369	47	11	)	)	PUNCT
spir-11369	47	12	.	.	PUNCT
spir-11369	48	1	internet	internet	NOUN
spir-11369	48	2	research	research	NOUN
spir-11369	48	3	ethics	ethic	NOUN
spir-11369	48	4	and	and	CCONJ
spir-11369	48	5	the	the	DET
spir-11369	48	6	institutional	institutional	ADJ
spir-11369	48	7	review	review	NOUN
spir-11369	48	8	board	board	NOUN
spir-11369	48	9	:	:	PUNCT
spir-11369	48	10	current	current	ADJ
spir-11369	48	11	practices	practice	NOUN
spir-11369	48	12	and	and	CCONJ
spir-11369	48	13	issues	issue	NOUN
spir-11369	48	14	.	.	PUNCT
spir-11369	49	1	acm	acm	PROPN
spir-11369	49	2	sigcas	sigcas	PROPN
spir-11369	49	3	computers	computer	NOUN
spir-11369	49	4	and	and	CCONJ
spir-11369	49	5	society	society	NOUN
spir-11369	49	6	,	,	PUNCT
spir-11369	49	7	39(3	39(3	NUM
spir-11369	49	8	)	)	PUNCT
spir-11369	49	9	,	,	PUNCT
spir-11369	49	10	43–49	43–49	PROPN
spir-11369	49	11	.	.	PUNCT
spir-11369	50	1	computational	computational	ADJ
spir-11369	50	2	social	social	ADJ
spir-11369	50	3	science	science	NOUN
spir-11369	50	4	.	.	PUNCT
spir-11369	51	1	(	(	PUNCT
spir-11369	51	2	n.d	n.d	PROPN
spir-11369	51	3	.	.	PROPN
spir-11369	51	4	)	)	PUNCT
spir-11369	51	5	.	.	PUNCT
spir-11369	52	1	microsoft	microsoft	PROPN
spir-11369	52	2	research	research	PROPN
spir-11369	52	3	.	.	PUNCT
spir-11369	53	1	retrieved	retrieve	VERB
spir-11369	53	2	february	february	PROPN
spir-11369	53	3	4	4	NUM
spir-11369	53	4	,	,	PUNCT
spir-11369	53	5	2020	2020	NUM
spir-11369	53	6	,	,	PUNCT
spir-11369	53	7	from	from	ADP
spir-11369	53	8	https://www.microsoft.com/en-us/research/group/computational-socialscience/	https://www.microsoft.com/en-us/research/group/computational-socialscience/	ADJ
spir-11369	53	9	fiesler	fiesler	NOUN
spir-11369	53	10	,	,	PUNCT
spir-11369	53	11	c.	c.	PROPN
spir-11369	53	12	,	,	PUNCT
spir-11369	53	13	&	&	CCONJ
spir-11369	53	14	proferes	profere	NOUN
spir-11369	53	15	,	,	PUNCT
spir-11369	53	16	n.	n.	NOUN
spir-11369	53	17	(	(	PUNCT
spir-11369	53	18	2018	2018	NUM
spir-11369	53	19	)	)	PUNCT
spir-11369	53	20	.	.	PUNCT
spir-11369	54	1	“	"	PUNCT
spir-11369	54	2	participant	participant	ADJ
spir-11369	54	3	”	"	PUNCT
spir-11369	54	4	perceptions	perception	NOUN
spir-11369	54	5	of	of	ADP
spir-11369	54	6	twitter	twitter	NOUN
spir-11369	54	7	research	research	NOUN
spir-11369	54	8	ethics	ethic	NOUN
spir-11369	54	9	.	.	PUNCT
spir-11369	55	1	social	social	ADJ
spir-11369	55	2	media	medium	NOUN
spir-11369	55	3	+	+	CCONJ
spir-11369	55	4	society	society	NOUN
spir-11369	55	5	,	,	PUNCT
spir-11369	55	6	4(1	4(1	NOUN
spir-11369	55	7	)	)	PUNCT
spir-11369	55	8	,	,	PUNCT
spir-11369	55	9	2056305118763366	2056305118763366	NUM
spir-11369	55	10	.	.	PUNCT
spir-11369	56	1	https://doi.org/10.1177/2056305118763366	https://doi.org/10.1177/2056305118763366	DET
spir-11369	56	2	shilton	shilton	PROPN
spir-11369	56	3	,	,	PUNCT
spir-11369	56	4	k.	k.	PROPN
spir-11369	56	5	(	(	PUNCT
spir-11369	56	6	2015	2015	NUM
spir-11369	56	7	)	)	PUNCT
spir-11369	56	8	.	.	PUNCT
spir-11369	57	1	emerging	emerge	VERB
spir-11369	57	2	ethics	ethic	NOUN
spir-11369	57	3	norms	norm	NOUN
spir-11369	57	4	in	in	ADP
spir-11369	57	5	social	social	ADJ
spir-11369	57	6	media	medium	NOUN
spir-11369	57	7	research	research	NOUN
spir-11369	57	8	.	.	PUNCT
spir-11369	58	1	workshop	workshop	NOUN
spir-11369	58	2	on	on	ADP
spir-11369	58	3	beyond	beyond	ADP
spir-11369	58	4	irbs	irb	NOUN
spir-11369	58	5	:	:	PUNCT
spir-11369	58	6	ethical	ethical	ADJ
spir-11369	58	7	review	review	NOUN
spir-11369	58	8	processes	process	NOUN
spir-11369	58	9	for	for	ADP
spir-11369	58	10	big	big	ADJ
spir-11369	58	11	data	datum	NOUN
spir-11369	58	12	research	research	NOUN
spir-11369	58	13	.	.	PUNCT
spir-11369	59	1	https://bigdata.fpf.org/papers/emerging-ethics-norms-in-social-media-research/	https://bigdata.fpf.org/papers/emerging-ethics-norms-in-social-media-research/	PROPN
spir-11369	59	2	vitak	vitak	NOUN
spir-11369	59	3	,	,	PUNCT
spir-11369	59	4	j.	j.	PROPN
spir-11369	59	5	,	,	PUNCT
spir-11369	59	6	proferes	profere	NOUN
spir-11369	59	7	,	,	PUNCT
spir-11369	59	8	n.	n.	NOUN
spir-11369	59	9	,	,	PUNCT
spir-11369	59	10	shilton	shilton	PROPN
spir-11369	59	11	,	,	PUNCT
spir-11369	59	12	k.	k.	PROPN
spir-11369	59	13	,	,	PUNCT
spir-11369	59	14	&	&	CCONJ
spir-11369	59	15	ashktorab	ashktorab	PROPN
spir-11369	59	16	,	,	PUNCT
spir-11369	59	17	z.	z.	PROPN
spir-11369	59	18	(	(	PUNCT
spir-11369	59	19	2017	2017	NUM
spir-11369	59	20	)	)	PUNCT
spir-11369	59	21	.	.	PUNCT
spir-11369	60	1	ethics	ethic	NOUN
spir-11369	60	2	regulation	regulation	NOUN
spir-11369	60	3	in	in	ADP
spir-11369	60	4	social	social	ADJ
spir-11369	60	5	computing	computing	NOUN
spir-11369	60	6	research	research	NOUN
spir-11369	60	7	:	:	PUNCT
spir-11369	60	8	examining	examine	VERB
spir-11369	60	9	the	the	DET
spir-11369	60	10	role	role	NOUN
spir-11369	60	11	of	of	ADP
spir-11369	60	12	institutional	institutional	ADJ
spir-11369	60	13	review	review	NOUN
spir-11369	60	14	boards	board	NOUN
spir-11369	60	15	.	.	PUNCT
spir-11369	61	1	journal	journal	NOUN
spir-11369	61	2	of	of	ADP
spir-11369	61	3	empirical	empirical	ADJ
spir-11369	61	4	research	research	NOUN
spir-11369	61	5	on	on	ADP
spir-11369	61	6	human	human	ADJ
spir-11369	61	7	research	research	NOUN
spir-11369	61	8	ethics	ethic	NOUN
spir-11369	61	9	,	,	PUNCT
spir-11369	61	10	12(5	12(5	NUM
spir-11369	61	11	)	)	PUNCT
spir-11369	61	12	,	,	PUNCT
spir-11369	61	13	372–382	372–382	NUM
spir-11369	61	14	.	.	PUNCT
spir-11369	62	1	https://doi.org/10.1177/1556264617725200	https://doi.org/10.1177/1556264617725200	PROPN
spir-11369	62	2	zimmer	zimmer	PROPN
spir-11369	62	3	,	,	PUNCT
spir-11369	62	4	m.	m.	NOUN
spir-11369	62	5	(	(	PUNCT
spir-11369	62	6	2016	2016	NUM
spir-11369	62	7	,	,	PUNCT
spir-11369	62	8	may	may	AUX
spir-11369	62	9	14	14	NUM
spir-11369	62	10	)	)	PUNCT
spir-11369	62	11	.	.	PUNCT
spir-11369	63	1	okcupid	okcupid	NOUN
spir-11369	63	2	study	study	NOUN
spir-11369	63	3	reveals	reveal	VERB
spir-11369	63	4	the	the	DET
spir-11369	63	5	perils	peril	NOUN
spir-11369	63	6	of	of	ADP
spir-11369	63	7	big	big	ADJ
spir-11369	63	8	-	-	PUNCT
spir-11369	63	9	data	data	NOUN
spir-11369	63	10	science	science	NOUN
spir-11369	63	11	.	.	PUNCT
spir-11369	64	1	wired	wire	VERB
spir-11369	64	2	.	.	PUNCT
spir-11369	65	1	https://www.wired.com/2016/05/okcupid-study-reveals-perils-big-datascience/	https://www.wired.com/2016/05/okcupid-study-reveals-perils-big-datascience/	VERB
spir-11369	65	2	appendix	appendix	VERB
spir-11369	65	3	a	a	PRON
spir-11369	65	4	:	:	PUNCT
spir-11369	65	5	scenarios	scenario	NOUN
spir-11369	65	6	eleven	eleven	NUM
spir-11369	65	7	hypothetical	hypothetical	ADJ
spir-11369	65	8	scenarios	scenario	NOUN
spir-11369	65	9	were	be	AUX
spir-11369	65	10	presented	present	VERB
spir-11369	65	11	to	to	ADP
spir-11369	65	12	respondents	respondent	NOUN
spir-11369	65	13	.	.	PUNCT
spir-11369	66	1	for	for	ADP
spir-11369	66	2	each	each	DET
spir-11369	66	3	scenario	scenario	NOUN
spir-11369	66	4	,	,	PUNCT
spir-11369	66	5	respondents	respondent	NOUN
spir-11369	66	6	were	be	AUX
spir-11369	66	7	asked	ask	VERB
spir-11369	66	8	the	the	DET
spir-11369	66	9	following	follow	VERB
spir-11369	66	10	questions	question	NOUN
spir-11369	66	11	:	:	PUNCT
spir-11369	66	12	your	your	PRON
spir-11369	66	13	institution	institution	NOUN
spir-11369	66	14	’s	’s	PART
spir-11369	66	15	irb	irb	NOUN
spir-11369	66	16	would	would	AUX
spir-11369	66	17	likely	likely	ADV
spir-11369	66	18	consider	consider	VERB
spir-11369	66	19	this	this	DET
spir-11369	66	20	proposal	proposal	NOUN
spir-11369	66	21	to	to	PART
spir-11369	66	22	be	be	AUX
spir-11369	66	23	:	:	PUNCT
spir-11369	66	24	•	•	ADV
spir-11369	66	25	not	not	PART
spir-11369	66	26	human	human	ADJ
spir-11369	66	27	subjects	subject	NOUN
spir-11369	66	28	research	research	VERB
spir-11369	66	29	•	•	ADV
spir-11369	66	30	exempt	exempt	ADJ
spir-11369	66	31	•	•	ADV
spir-11369	66	32	expedited	expedite	VERB
spir-11369	66	33	•	•	NOUN
spir-11369	66	34	requiring	require	VERB
spir-11369	66	35	full	full	ADJ
spir-11369	66	36	board	board	NOUN
spir-11369	66	37	review	review	NOUN
spir-11369	66	38	in	in	ADP
spir-11369	66	39	this	this	DET
spir-11369	66	40	case	case	NOUN
spir-11369	66	41	,	,	PUNCT
spir-11369	66	42	what	what	PRON
spir-11369	66	43	would	would	AUX
spir-11369	66	44	be	be	AUX
spir-11369	66	45	the	the	DET
spir-11369	66	46	key	key	ADJ
spir-11369	66	47	factor(s	factor(s	NOUN
spir-11369	66	48	)	)	PUNCT
spir-11369	66	49	in	in	ADP
spir-11369	66	50	making	make	VERB
spir-11369	66	51	that	that	DET
spir-11369	66	52	determination	determination	NOUN
spir-11369	66	53	?	?	PUNCT
spir-11369	67	1	(	(	PUNCT
spir-11369	67	2	check	check	VERB
spir-11369	67	3	all	all	PRON
spir-11369	67	4	that	that	PRON
spir-11369	67	5	apply	apply	VERB
spir-11369	67	6	)	)	PUNCT
spir-11369	67	7	•	•	NOUN
spir-11369	67	8	public	public	ADJ
spir-11369	67	9	vs.	vs.	X
spir-11369	67	10	private	private	ADJ
spir-11369	67	11	site	site	NOUN
spir-11369	67	12	•	•	ADP
spir-11369	67	13	public	public	ADJ
spir-11369	67	14	vs.	vs.	ADP
spir-11369	67	15	private	private	ADJ
spir-11369	67	16	data	datum	NOUN
spir-11369	67	17	•	•	NOUN
spir-11369	67	18	level	level	NOUN
spir-11369	67	19	of	of	ADP
spir-11369	67	20	analysis	analysis	NOUN
spir-11369	67	21	(	(	PUNCT
spir-11369	67	22	group	group	NOUN
spir-11369	67	23	vs.	vs.	X
spir-11369	67	24	individual	individual	NOUN
spir-11369	67	25	)	)	PUNCT
spir-11369	67	26	•	•	ADP
spir-11369	68	1	whether	whether	SCONJ
spir-11369	68	2	data	datum	NOUN
spir-11369	68	3	is	be	AUX
spir-11369	68	4	identifiable	identifiable	ADJ
spir-11369	68	5	•	•	NOUN
spir-11369	68	6	whether	whether	SCONJ
spir-11369	68	7	data	datum	NOUN
spir-11369	68	8	gathering	gathering	NOUN
spir-11369	68	9	violates	violate	VERB
spir-11369	68	10	terms	term	NOUN
spir-11369	68	11	of	of	ADP
spir-11369	68	12	service	service	NOUN
spir-11369	68	13	•	•	NUM
spir-11369	68	14	whether	whether	SCONJ
spir-11369	68	15	data	datum	NOUN
spir-11369	68	16	is	be	AUX
spir-11369	68	17	reused	reuse	VERB
spir-11369	68	18	•	•	ADP
spir-11369	68	19	whether	whether	SCONJ
spir-11369	68	20	the	the	DET
spir-11369	68	21	project	project	NOUN
spir-11369	68	22	combines	combine	VERB
spir-11369	68	23	datasets	dataset	NOUN
spir-11369	68	24	•	•	NOUN
spir-11369	68	25	method	method	NOUN
spir-11369	68	26	of	of	ADP
spir-11369	68	27	obtaining	obtain	VERB
spir-11369	68	28	data	datum	NOUN
spir-11369	68	29	•	•	NOUN
spir-11369	68	30	type	type	NOUN
spir-11369	68	31	of	of	ADP
spir-11369	68	32	data	datum	NOUN
spir-11369	68	33	•	•	NUM
spir-11369	68	34	whether	whether	SCONJ
spir-11369	68	35	informed	informed	ADJ
spir-11369	68	36	consent	consent	NOUN
spir-11369	68	37	was	be	AUX
spir-11369	68	38	obtained	obtain	VERB
spir-11369	68	39	•	•	NUM
spir-11369	68	40	purpose	purpose	NOUN
spir-11369	68	41	of	of	ADP
spir-11369	68	42	the	the	DET
spir-11369	68	43	research	research	NOUN
spir-11369	68	44	•	•	NOUN
spir-11369	68	45	impact	impact	NOUN
spir-11369	68	46	beyond	beyond	ADP
spir-11369	68	47	the	the	DET
spir-11369	68	48	participants	participant	NOUN
spir-11369	68	49	•	•	ADV
spir-11369	68	50	other	other	ADJ
spir-11369	68	51	1	1	NUM
spir-11369	68	52	.	.	PUNCT
spir-11369	69	1	researchers	researcher	NOUN
spir-11369	69	2	plan	plan	VERB
spir-11369	69	3	to	to	PART
spir-11369	69	4	scrape	scrape	VERB
spir-11369	69	5	public	public	ADJ
spir-11369	69	6	comments	comment	NOUN
spir-11369	69	7	from	from	ADP
spir-11369	69	8	online	online	ADJ
spir-11369	69	9	newspaper	newspaper	NOUN
spir-11369	69	10	pages	page	NOUN
spir-11369	69	11	to	to	PART
spir-11369	69	12	predict	predict	VERB
spir-11369	69	13	election	election	NOUN
spir-11369	69	14	outcomes	outcome	NOUN
spir-11369	69	15	.	.	PUNCT
spir-11369	70	1	they	they	PRON
spir-11369	70	2	will	will	AUX
spir-11369	70	3	aggregate	aggregate	VERB
spir-11369	70	4	their	their	PRON
spir-11369	70	5	analysis	analysis	NOUN
spir-11369	70	6	to	to	PART
spir-11369	70	7	determine	determine	VERB
spir-11369	70	8	public	public	ADJ
spir-11369	70	9	sentiment	sentiment	NOUN
spir-11369	70	10	.	.	PUNCT
spir-11369	71	1	the	the	DET
spir-11369	71	2	researchers	researcher	NOUN
spir-11369	71	3	do	do	AUX
spir-11369	71	4	n’t	not	PART
spir-11369	71	5	plan	plan	VERB
spir-11369	71	6	to	to	PART
spir-11369	71	7	inform	inform	VERB
spir-11369	71	8	commenters	commenter	NOUN
spir-11369	71	9	,	,	PUNCT
spir-11369	71	10	and	and	CCONJ
spir-11369	71	11	they	they	PRON
spir-11369	71	12	plan	plan	VERB
spir-11369	71	13	to	to	PART
spir-11369	71	14	collect	collect	VERB
spir-11369	71	15	potentially	potentially	ADV
spir-11369	71	16	-	-	PUNCT
spir-11369	71	17	identifiable	identifiable	ADJ
spir-11369	71	18	user	user	NOUN
spir-11369	71	19	names	name	NOUN
spir-11369	71	20	.	.	PUNCT
spir-11369	72	1	scraping	scrape	VERB
spir-11369	72	2	comments	comment	NOUN
spir-11369	72	3	violates	violate	VERB
spir-11369	72	4	the	the	DET
spir-11369	72	5	newspaper	newspaper	NOUN
spir-11369	72	6	’s	’s	PART
spir-11369	72	7	terms	term	NOUN
spir-11369	72	8	of	of	ADP
spir-11369	72	9	service	service	NOUN
spir-11369	72	10	.	.	PUNCT
spir-11369	73	1	2	2	X
spir-11369	73	2	.	.	X
spir-11369	73	3	researchers	researcher	NOUN
spir-11369	73	4	plan	plan	VERB
spir-11369	73	5	to	to	PART
spir-11369	73	6	scrape	scrape	VERB
spir-11369	73	7	public	public	ADJ
spir-11369	73	8	twitter	twitter	NOUN
spir-11369	73	9	feeds	feed	VERB
spir-11369	73	10	to	to	PART
spir-11369	73	11	predict	predict	VERB
spir-11369	73	12	risky	risky	ADJ
spir-11369	73	13	drug	drug	NOUN
spir-11369	73	14	-	-	PUNCT
spir-11369	73	15	use	use	NOUN
spir-11369	73	16	behaviors	behavior	NOUN
spir-11369	73	17	.	.	PUNCT
spir-11369	74	1	they	they	PRON
spir-11369	74	2	will	will	AUX
spir-11369	74	3	analyze	analyze	VERB
spir-11369	74	4	individual	individual	ADJ
spir-11369	74	5	behaviors	behavior	NOUN
spir-11369	74	6	.	.	PUNCT
spir-11369	75	1	the	the	DET
spir-11369	75	2	researchers	researcher	NOUN
spir-11369	75	3	do	do	AUX
spir-11369	75	4	n’t	not	PART
spir-11369	75	5	plan	plan	VERB
spir-11369	75	6	to	to	PART
spir-11369	75	7	inform	inform	VERB
spir-11369	75	8	twitter	twitter	NOUN
spir-11369	75	9	users	user	NOUN
spir-11369	75	10	,	,	PUNCT
spir-11369	75	11	but	but	CCONJ
spir-11369	75	12	they	they	PRON
spir-11369	75	13	will	will	AUX
spir-11369	75	14	not	not	PART
spir-11369	75	15	collect	collect	VERB
spir-11369	75	16	any	any	DET
spir-11369	75	17	identifying	identify	VERB
spir-11369	75	18	information	information	NOUN
spir-11369	75	19	.	.	PUNCT
spir-11369	76	1	scraping	scrape	VERB
spir-11369	76	2	tweets	tweet	NOUN
spir-11369	76	3	does	do	AUX
spir-11369	76	4	not	not	PART
spir-11369	76	5	violate	violate	VERB
spir-11369	76	6	twitter	twitter	NOUN
spir-11369	76	7	’s	’s	PART
spir-11369	76	8	terms	term	NOUN
spir-11369	76	9	of	of	ADP
spir-11369	76	10	service	service	NOUN
spir-11369	76	11	.	.	PUNCT
spir-11369	77	1	3	3	X
spir-11369	77	2	.	.	X
spir-11369	77	3	researchers	researcher	NOUN
spir-11369	77	4	plan	plan	VERB
spir-11369	77	5	to	to	PART
spir-11369	77	6	analyze	analyze	VERB
spir-11369	77	7	private	private	ADJ
spir-11369	77	8	interaction	interaction	NOUN
spir-11369	77	9	data	datum	NOUN
spir-11369	77	10	from	from	ADP
spir-11369	77	11	a	a	DET
spir-11369	77	12	dating	date	VERB
spir-11369	77	13	site	site	NOUN
spir-11369	77	14	to	to	PART
spir-11369	77	15	understand	understand	VERB
spir-11369	77	16	the	the	DET
spir-11369	77	17	sexual	sexual	ADJ
spir-11369	77	18	behavior	behavior	NOUN
spir-11369	77	19	of	of	ADP
spir-11369	77	20	groups	group	NOUN
spir-11369	77	21	.	.	PUNCT
spir-11369	78	1	the	the	DET
spir-11369	78	2	researchers	researcher	NOUN
spir-11369	78	3	plan	plan	VERB
spir-11369	78	4	to	to	PART
spir-11369	78	5	collect	collect	VERB
spir-11369	78	6	informed	informed	ADJ
spir-11369	78	7	consent	consent	NOUN
spir-11369	78	8	from	from	ADP
spir-11369	78	9	dating	date	VERB
spir-11369	78	10	site	site	NOUN
spir-11369	78	11	users	user	NOUN
spir-11369	78	12	,	,	PUNCT
spir-11369	78	13	and	and	CCONJ
spir-11369	78	14	they	they	PRON
spir-11369	78	15	plan	plan	VERB
spir-11369	78	16	to	to	PART
spir-11369	78	17	collect	collect	VERB
spir-11369	78	18	identifiable	identifiable	ADJ
spir-11369	78	19	information	information	NOUN
spir-11369	78	20	from	from	ADP
spir-11369	78	21	participants	participant	NOUN
spir-11369	78	22	.	.	PUNCT
spir-11369	79	1	asking	ask	VERB
spir-11369	79	2	users	user	NOUN
spir-11369	79	3	for	for	ADP
spir-11369	79	4	permission	permission	NOUN
spir-11369	79	5	to	to	PART
spir-11369	79	6	use	use	VERB
spir-11369	79	7	their	their	PRON
spir-11369	79	8	data	datum	NOUN
spir-11369	79	9	does	do	AUX
spir-11369	79	10	not	not	PART
spir-11369	79	11	violate	violate	VERB
spir-11369	79	12	the	the	DET
spir-11369	79	13	dating	date	VERB
spir-11369	79	14	site	site	NOUN
spir-11369	79	15	’s	’s	PART
spir-11369	79	16	terms	term	NOUN
spir-11369	79	17	of	of	ADP
spir-11369	79	18	service	service	NOUN
spir-11369	79	19	.	.	PUNCT
spir-11369	80	1	4	4	X
spir-11369	80	2	.	.	X
spir-11369	80	3	researchers	researcher	NOUN
spir-11369	80	4	plan	plan	VERB
spir-11369	80	5	to	to	PART
spir-11369	80	6	collect	collect	VERB
spir-11369	80	7	newspaper	newspaper	NOUN
spir-11369	80	8	comments	comment	NOUN
spir-11369	80	9	by	by	ADP
spir-11369	80	10	reading	read	VERB
spir-11369	80	11	articles	article	NOUN
spir-11369	80	12	and	and	CCONJ
spir-11369	80	13	cutting	cut	VERB
spir-11369	80	14	and	and	CCONJ
spir-11369	80	15	pasting	paste	VERB
spir-11369	80	16	all	all	DET
spir-11369	80	17	associated	associated	ADJ
spir-11369	80	18	comments	comment	NOUN
spir-11369	80	19	into	into	ADP
spir-11369	80	20	spreadsheets	spreadsheet	NOUN
spir-11369	80	21	.	.	PUNCT
spir-11369	81	1	they	they	PRON
spir-11369	81	2	will	will	AUX
spir-11369	81	3	use	use	VERB
spir-11369	81	4	qualitative	qualitative	ADJ
spir-11369	81	5	analysis	analysis	NOUN
spir-11369	81	6	to	to	PART
spir-11369	81	7	understand	understand	VERB
spir-11369	81	8	individual	individual	ADJ
spir-11369	81	9	political	political	ADJ
spir-11369	81	10	views	view	NOUN
spir-11369	81	11	.	.	PUNCT
spir-11369	82	1	the	the	DET
spir-11369	82	2	researchers	researcher	NOUN
spir-11369	82	3	do	do	AUX
spir-11369	82	4	n’t	not	PART
spir-11369	82	5	plan	plan	VERB
spir-11369	82	6	to	to	PART
spir-11369	82	7	inform	inform	VERB
spir-11369	82	8	commenters	commenter	NOUN
spir-11369	82	9	,	,	PUNCT
spir-11369	82	10	and	and	CCONJ
spir-11369	82	11	they	they	PRON
spir-11369	82	12	plan	plan	VERB
spir-11369	82	13	to	to	PART
spir-11369	82	14	collect	collect	VERB
spir-11369	82	15	potentially	potentially	ADV
spir-11369	82	16	-	-	PUNCT
spir-11369	82	17	identifiable	identifiable	ADJ
spir-11369	82	18	user	user	NOUN
spir-11369	82	19	names	name	NOUN
spir-11369	82	20	.	.	PUNCT
spir-11369	83	1	cutting	cut	VERB
spir-11369	83	2	and	and	CCONJ
spir-11369	83	3	pasting	pasting	NOUN
spir-11369	83	4	comments	comment	NOUN
spir-11369	83	5	does	do	AUX
spir-11369	83	6	not	not	PART
spir-11369	83	7	violate	violate	VERB
spir-11369	83	8	the	the	DET
spir-11369	83	9	newspaper	newspaper	NOUN
spir-11369	83	10	’s	’s	PART
spir-11369	83	11	terms	term	NOUN
spir-11369	83	12	of	of	ADP
spir-11369	83	13	service	service	NOUN
spir-11369	83	14	.	.	PUNCT
spir-11369	84	1	5	5	X
spir-11369	84	2	.	.	X
spir-11369	84	3	researchers	researcher	NOUN
spir-11369	84	4	plan	plan	VERB
spir-11369	84	5	to	to	PART
spir-11369	84	6	work	work	VERB
spir-11369	84	7	with	with	ADP
spir-11369	84	8	a	a	DET
spir-11369	84	9	mobile	mobile	ADJ
spir-11369	84	10	phone	phone	NOUN
spir-11369	84	11	company	company	NOUN
spir-11369	84	12	to	to	PART
spir-11369	84	13	collect	collect	VERB
spir-11369	84	14	geolocation	geolocation	NOUN
spir-11369	84	15	data	datum	NOUN
spir-11369	84	16	to	to	PART
spir-11369	84	17	understand	understand	VERB
spir-11369	84	18	group	group	NOUN
spir-11369	84	19	mobility	mobility	NOUN
spir-11369	84	20	patterns	pattern	NOUN
spir-11369	84	21	in	in	ADP
spir-11369	84	22	a	a	DET
spir-11369	84	23	city	city	NOUN
spir-11369	84	24	.	.	PUNCT
spir-11369	85	1	the	the	DET
spir-11369	85	2	researchers	researcher	NOUN
spir-11369	85	3	will	will	AUX
spir-11369	85	4	not	not	PART
spir-11369	85	5	inform	inform	VERB
spir-11369	85	6	the	the	DET
spir-11369	85	7	mobile	mobile	ADJ
spir-11369	85	8	phone	phone	NOUN
spir-11369	85	9	users	user	NOUN
spir-11369	85	10	,	,	PUNCT
spir-11369	85	11	and	and	CCONJ
spir-11369	85	12	they	they	PRON
spir-11369	85	13	will	will	AUX
spir-11369	85	14	not	not	PART
spir-11369	85	15	collect	collect	VERB
spir-11369	85	16	any	any	DET
spir-11369	85	17	additional	additional	ADJ
spir-11369	85	18	identifying	identify	VERB
spir-11369	85	19	information	information	NOUN
spir-11369	85	20	.	.	PUNCT
spir-11369	86	1	partnering	partner	VERB
spir-11369	86	2	with	with	ADP
spir-11369	86	3	the	the	DET
spir-11369	86	4	mobile	mobile	ADJ
spir-11369	86	5	phone	phone	NOUN
spir-11369	86	6	company	company	NOUN
spir-11369	86	7	to	to	PART
spir-11369	86	8	collect	collect	VERB
spir-11369	86	9	data	datum	NOUN
spir-11369	86	10	does	do	AUX
spir-11369	86	11	not	not	PART
spir-11369	86	12	violate	violate	VERB
spir-11369	86	13	the	the	DET
spir-11369	86	14	company	company	NOUN
spir-11369	86	15	’s	’s	PART
spir-11369	86	16	terms	term	NOUN
spir-11369	86	17	of	of	ADP
spir-11369	86	18	service	service	NOUN
spir-11369	86	19	.	.	PUNCT
spir-11369	87	1	6	6	X
spir-11369	87	2	.	.	X
spir-11369	87	3	researchers	researcher	NOUN
spir-11369	87	4	plan	plan	VERB
spir-11369	87	5	to	to	PART
spir-11369	87	6	combine	combine	VERB
spir-11369	87	7	mental	mental	ADJ
spir-11369	87	8	health	health	NOUN
spir-11369	87	9	records	record	NOUN
spir-11369	87	10	provided	provide	VERB
spir-11369	87	11	by	by	ADP
spir-11369	87	12	a	a	DET
spir-11369	87	13	university	university	NOUN
spir-11369	87	14	and	and	CCONJ
spir-11369	87	15	public	public	ADJ
spir-11369	87	16	social	social	ADJ
spir-11369	87	17	media	medium	NOUN
spir-11369	87	18	activity	activity	NOUN
spir-11369	87	19	to	to	PART
spir-11369	87	20	predict	predict	VERB
spir-11369	87	21	mental	mental	ADJ
spir-11369	87	22	health	health	NOUN
spir-11369	87	23	conditions	condition	NOUN
spir-11369	87	24	among	among	ADP
spir-11369	87	25	students	student	NOUN
spir-11369	87	26	.	.	PUNCT
spir-11369	88	1	the	the	DET
spir-11369	88	2	researchers	researcher	NOUN
spir-11369	88	3	plan	plan	VERB
spir-11369	88	4	to	to	PART
spir-11369	88	5	collect	collect	VERB
spir-11369	88	6	informed	informed	ADJ
spir-11369	88	7	consent	consent	NOUN
spir-11369	88	8	,	,	PUNCT
spir-11369	88	9	and	and	CCONJ
spir-11369	88	10	they	they	PRON
spir-11369	88	11	plan	plan	VERB
spir-11369	88	12	to	to	PART
spir-11369	88	13	collect	collect	VERB
spir-11369	88	14	identifiable	identifiable	ADJ
spir-11369	88	15	information	information	NOUN
spir-11369	88	16	from	from	ADP
spir-11369	88	17	participants	participant	NOUN
spir-11369	88	18	.	.	PUNCT
spir-11369	89	1	7	7	X
spir-11369	89	2	.	.	X
spir-11369	89	3	researchers	researcher	NOUN
spir-11369	89	4	plan	plan	VERB
spir-11369	89	5	to	to	PART
spir-11369	89	6	use	use	VERB
spir-11369	89	7	a	a	DET
spir-11369	89	8	database	database	NOUN
spir-11369	89	9	of	of	ADP
spir-11369	89	10	public	public	ADJ
spir-11369	89	11	tweets	tweet	NOUN
spir-11369	89	12	curated	curate	VERB
spir-11369	89	13	and	and	CCONJ
spir-11369	89	14	shared	share	VERB
spir-11369	89	15	by	by	ADP
spir-11369	89	16	another	another	DET
spir-11369	89	17	researcher	researcher	NOUN
spir-11369	89	18	to	to	PART
spir-11369	89	19	study	study	VERB
spir-11369	89	20	a	a	DET
spir-11369	89	21	political	political	ADJ
spir-11369	89	22	event	event	NOUN
spir-11369	89	23	.	.	PUNCT
spir-11369	90	1	researchers	researcher	NOUN
spir-11369	90	2	do	do	AUX
spir-11369	90	3	not	not	PART
spir-11369	90	4	plan	plan	VERB
spir-11369	90	5	to	to	PART
spir-11369	90	6	inform	inform	VERB
spir-11369	90	7	the	the	DET
spir-11369	90	8	original	original	ADJ
spir-11369	90	9	posters	poster	NOUN
spir-11369	90	10	,	,	PUNCT
spir-11369	90	11	and	and	CCONJ
spir-11369	90	12	researchers	researcher	NOUN
spir-11369	90	13	have	have	AUX
spir-11369	90	14	taken	take	VERB
spir-11369	90	15	measures	measure	NOUN
spir-11369	90	16	to	to	AUX
spir-11369	90	17	de	de	VERB
spir-11369	90	18	-	-	VERB
spir-11369	90	19	identify	identify	VERB
spir-11369	90	20	the	the	DET
spir-11369	90	21	data	datum	NOUN
spir-11369	90	22	.	.	PUNCT
spir-11369	91	1	8	8	X
spir-11369	91	2	.	.	PUNCT
spir-11369	92	1	researchers	researcher	NOUN
spir-11369	92	2	plan	plan	VERB
spir-11369	92	3	to	to	PART
spir-11369	92	4	scrape	scrape	VERB
spir-11369	92	5	data	datum	NOUN
spir-11369	92	6	from	from	ADP
spir-11369	92	7	an	an	DET
spir-11369	92	8	open	open	ADJ
spir-11369	92	9	health	health	NOUN
spir-11369	92	10	forum	forum	NOUN
spir-11369	92	11	and	and	CCONJ
spir-11369	92	12	combine	combine	VERB
spir-11369	92	13	it	it	PRON
spir-11369	92	14	with	with	ADP
spir-11369	92	15	scraped	scrape	VERB
spir-11369	92	16	tweets	tweet	NOUN
spir-11369	92	17	to	to	PART
spir-11369	92	18	predict	predict	VERB
spir-11369	92	19	mental	mental	ADJ
spir-11369	92	20	health	health	NOUN
spir-11369	92	21	conditions	condition	NOUN
spir-11369	92	22	.	.	PUNCT
spir-11369	93	1	the	the	DET
spir-11369	93	2	researchers	researcher	NOUN
spir-11369	93	3	will	will	AUX
spir-11369	93	4	not	not	PART
spir-11369	93	5	inform	inform	VERB
spir-11369	93	6	forum	forum	NOUN
spir-11369	93	7	users	user	NOUN
spir-11369	93	8	,	,	PUNCT
spir-11369	93	9	and	and	CCONJ
spir-11369	93	10	they	they	PRON
spir-11369	93	11	may	may	AUX
spir-11369	93	12	collect	collect	VERB
spir-11369	93	13	potentially	potentially	ADV
spir-11369	93	14	identifying	identify	VERB
spir-11369	93	15	information	information	NOUN
spir-11369	93	16	.	.	PUNCT
spir-11369	94	1	scraping	scrape	VERB
spir-11369	94	2	data	datum	NOUN
spir-11369	94	3	violates	violate	VERB
spir-11369	94	4	neither	neither	CCONJ
spir-11369	94	5	the	the	DET
spir-11369	94	6	health	health	NOUN
spir-11369	94	7	forum	forum	NOUN
spir-11369	94	8	nor	nor	CCONJ
spir-11369	94	9	twitter	twitter	NOUN
spir-11369	94	10	’s	’s	PART
spir-11369	94	11	terms	term	NOUN
spir-11369	94	12	of	of	ADP
spir-11369	94	13	service	service	NOUN
spir-11369	94	14	.	.	PUNCT
spir-11369	95	1	9	9	X
spir-11369	95	2	.	.	X
spir-11369	96	1	researchers	researcher	NOUN
spir-11369	96	2	plan	plan	VERB
spir-11369	96	3	to	to	PART
spir-11369	96	4	scrape	scrape	VERB
spir-11369	96	5	profile	profile	NOUN
spir-11369	96	6	photos	photo	NOUN
spir-11369	96	7	,	,	PUNCT
spir-11369	96	8	which	which	PRON
spir-11369	96	9	are	be	AUX
spir-11369	96	10	visible	visible	ADJ
spir-11369	96	11	to	to	ADP
spir-11369	96	12	any	any	DET
spir-11369	96	13	member	member	NOUN
spir-11369	96	14	of	of	ADP
spir-11369	96	15	the	the	DET
spir-11369	96	16	service	service	NOUN
spir-11369	96	17	,	,	PUNCT
spir-11369	96	18	from	from	ADP
spir-11369	96	19	a	a	DET
spir-11369	96	20	dating	date	VERB
spir-11369	96	21	site	site	NOUN
spir-11369	96	22	to	to	PART
spir-11369	96	23	build	build	VERB
spir-11369	96	24	models	model	NOUN
spir-11369	96	25	that	that	PRON
spir-11369	96	26	predict	predict	VERB
spir-11369	96	27	sexual	sexual	ADJ
spir-11369	96	28	preference	preference	NOUN
spir-11369	96	29	or	or	CCONJ
spir-11369	96	30	behavior	behavior	NOUN
spir-11369	96	31	.	.	PUNCT
spir-11369	97	1	researchers	researcher	NOUN
spir-11369	97	2	will	will	AUX
spir-11369	97	3	not	not	PART
spir-11369	97	4	inform	inform	VERB
spir-11369	97	5	the	the	DET
spir-11369	97	6	dating	date	VERB
spir-11369	97	7	site	site	NOUN
spir-11369	97	8	users	user	NOUN
spir-11369	97	9	,	,	PUNCT
spir-11369	97	10	but	but	CCONJ
spir-11369	97	11	they	they	PRON
spir-11369	97	12	will	will	AUX
spir-11369	97	13	not	not	PART
spir-11369	97	14	collect	collect	VERB
spir-11369	97	15	any	any	DET
spir-11369	97	16	identifying	identify	VERB
spir-11369	97	17	information	information	NOUN
spir-11369	97	18	and	and	CCONJ
spir-11369	97	19	their	their	PRON
spir-11369	97	20	photograph	photograph	NOUN
spir-11369	97	21	dataset	dataset	NOUN
spir-11369	97	22	will	will	AUX
spir-11369	97	23	not	not	PART
spir-11369	97	24	be	be	AUX
spir-11369	97	25	released	release	VERB
spir-11369	97	26	publicly	publicly	ADV
spir-11369	97	27	.	.	PUNCT
spir-11369	98	1	creating	create	VERB
spir-11369	98	2	a	a	DET
spir-11369	98	3	fake	fake	ADJ
spir-11369	98	4	profile	profile	NOUN
spir-11369	98	5	,	,	PUNCT
spir-11369	98	6	necessary	necessary	ADJ
spir-11369	98	7	to	to	PART
spir-11369	98	8	access	access	VERB
spir-11369	98	9	the	the	DET
spir-11369	98	10	photos	photo	NOUN
spir-11369	98	11	,	,	PUNCT
spir-11369	98	12	violates	violate	VERB
spir-11369	98	13	the	the	DET
spir-11369	98	14	dating	date	VERB
spir-11369	98	15	site	site	NOUN
spir-11369	98	16	’s	’s	PART
spir-11369	98	17	terms	term	NOUN
spir-11369	98	18	of	of	ADP
spir-11369	98	19	service	service	NOUN
spir-11369	98	20	.	.	PUNCT
spir-11369	99	1	10	10	NUM
spir-11369	99	2	.	.	PUNCT
spir-11369	100	1	researchers	researcher	NOUN
spir-11369	100	2	plan	plan	VERB
spir-11369	100	3	to	to	PART
spir-11369	100	4	ask	ask	VERB
spir-11369	100	5	apple	apple	NOUN
spir-11369	100	6	healthkit	healthkit	NOUN
spir-11369	100	7	users	user	NOUN
spir-11369	100	8	to	to	PART
spir-11369	100	9	voluntarily	voluntarily	ADV
spir-11369	100	10	submit	submit	VERB
spir-11369	100	11	their	their	PRON
spir-11369	100	12	activity	activity	NOUN
spir-11369	100	13	data	datum	NOUN
spir-11369	100	14	to	to	PART
spir-11369	100	15	understand	understand	VERB
spir-11369	100	16	the	the	DET
spir-11369	100	17	general	general	ADJ
spir-11369	100	18	impact	impact	NOUN
spir-11369	100	19	of	of	ADP
spir-11369	100	20	exercise	exercise	NOUN
spir-11369	100	21	on	on	ADP
spir-11369	100	22	a	a	DET
spir-11369	100	23	health	health	NOUN
spir-11369	100	24	condition	condition	NOUN
spir-11369	100	25	.	.	PUNCT
spir-11369	101	1	the	the	DET
spir-11369	101	2	researchers	researcher	NOUN
spir-11369	101	3	plan	plan	VERB
spir-11369	101	4	to	to	PART
spir-11369	101	5	obtain	obtain	VERB
spir-11369	101	6	informed	informed	ADJ
spir-11369	101	7	consent	consent	NOUN
spir-11369	101	8	,	,	PUNCT
spir-11369	101	9	and	and	CCONJ
spir-11369	101	10	they	they	PRON
spir-11369	101	11	plan	plan	VERB
spir-11369	101	12	to	to	PART
spir-11369	101	13	collect	collect	VERB
spir-11369	101	14	identifiable	identifiable	ADJ
spir-11369	101	15	information	information	NOUN
spir-11369	101	16	from	from	ADP
spir-11369	101	17	participants	participant	NOUN
spir-11369	101	18	.	.	PUNCT
spir-11369	102	1	asking	ask	VERB
spir-11369	102	2	users	user	NOUN
spir-11369	102	3	to	to	PART
spir-11369	102	4	submit	submit	VERB
spir-11369	102	5	activity	activity	NOUN
spir-11369	102	6	data	datum	NOUN
spir-11369	102	7	does	do	AUX
spir-11369	102	8	not	not	PART
spir-11369	102	9	violate	violate	VERB
spir-11369	102	10	apple	apple	PROPN
spir-11369	102	11	health	health	PROPN
spir-11369	102	12	kit	kit	PROPN
spir-11369	102	13	’s	’s	PART
spir-11369	102	14	terms	term	NOUN
spir-11369	102	15	of	of	ADP
spir-11369	102	16	service	service	NOUN
spir-11369	102	17	.	.	PUNCT
spir-11369	103	1	11	11	NUM
spir-11369	103	2	.	.	PUNCT
spir-11369	104	1	researchers	researcher	NOUN
spir-11369	104	2	plan	plan	VERB
spir-11369	104	3	to	to	PART
spir-11369	104	4	scrape	scrape	VERB
spir-11369	104	5	public	public	ADJ
spir-11369	104	6	posts	post	NOUN
spir-11369	104	7	and	and	CCONJ
spir-11369	104	8	interactions	interaction	NOUN
spir-11369	104	9	from	from	ADP
spir-11369	104	10	facebook	facebook	PROPN
spir-11369	104	11	to	to	PART
spir-11369	104	12	study	study	VERB
spir-11369	104	13	group	group	NOUN
spir-11369	104	14	-	-	PUNCT
spir-11369	104	15	level	level	NOUN
spir-11369	104	16	dynamics	dynamic	NOUN
spir-11369	104	17	.	.	PUNCT
spir-11369	105	1	they	they	PRON
spir-11369	105	2	plan	plan	VERB
spir-11369	105	3	to	to	PART
spir-11369	105	4	collect	collect	VERB
spir-11369	105	5	informed	informed	ADJ
spir-11369	105	6	consent	consent	NOUN
spir-11369	105	7	from	from	ADP
spir-11369	105	8	the	the	DET
spir-11369	105	9	original	original	ADJ
spir-11369	105	10	poster	poster	NOUN
spir-11369	105	11	,	,	PUNCT
spir-11369	105	12	but	but	CCONJ
spir-11369	105	13	not	not	PART
spir-11369	105	14	those	those	PRON
spir-11369	105	15	they	they	PRON
spir-11369	105	16	interacted	interact	VERB
spir-11369	105	17	with	with	ADP
spir-11369	105	18	,	,	PUNCT
spir-11369	105	19	and	and	CCONJ
spir-11369	105	20	they	they	PRON
spir-11369	105	21	may	may	AUX
spir-11369	105	22	collect	collect	VERB
spir-11369	105	23	identifying	identify	VERB
spir-11369	105	24	information	information	NOUN
spir-11369	105	25	.	.	PUNCT
spir-11369	106	1	scraping	scrape	VERB
spir-11369	106	2	posts	post	NOUN
spir-11369	106	3	with	with	ADP
spir-11369	106	4	permission	permission	NOUN
spir-11369	106	5	of	of	ADP
spir-11369	106	6	the	the	DET
spir-11369	106	7	original	original	ADJ
spir-11369	106	8	poster	poster	NOUN
spir-11369	106	9	does	do	AUX
spir-11369	106	10	not	not	PART
spir-11369	106	11	violate	violate	VERB
spir-11369	106	12	facebook	facebook	PROPN
spir-11369	106	13	’s	’s	PART
spir-11369	106	14	terms	term	NOUN
spir-11369	106	15	of	of	ADP
spir-11369	106	16	service	service	NOUN
spir-11369	106	17	.	.	PUNCT
spir-11369	107	1	appendix	appendix	VERB
spir-11369	107	2	b	b	NOUN
spir-11369	107	3	:	:	PUNCT
spir-11369	107	4	tables	table	NOUN
spir-11369	107	5	table	table	NOUN
spir-11369	107	6	1	1	NUM
spir-11369	107	7	:	:	PUNCT
spir-11369	107	8	overview	overview	NOUN
spir-11369	107	9	of	of	ADP
spir-11369	107	10	variables	variable	NOUN
spir-11369	107	11	in	in	ADP
spir-11369	107	12	hypothetical	hypothetical	ADJ
spir-11369	107	13	research	research	NOUN
spir-11369	107	14	scenarios	scenario	NOUN
spir-11369	107	15	scenario	scenario	NOUN
spir-11369	107	16	consent	consent	VERB
spir-11369	107	17	publicness	publicness	NOUN
spir-11369	107	18	anonymity	anonymity	NOUN
spir-11369	107	19	terms	term	NOUN
spir-11369	107	20	of	of	ADP
spir-11369	107	21	service	service	NOUN
spir-11369	107	22	1	1	NUM
spir-11369	107	23	.	.	PUNCT
spir-11369	108	1	scrapping	scrap	VERB
spir-11369	108	2	public	public	ADJ
spir-11369	108	3	newspaper	newspaper	NOUN
spir-11369	108	4	comments	comment	NOUN
spir-11369	108	5	to	to	PART
spir-11369	108	6	predict	predict	VERB
spir-11369	108	7	elections	election	NOUN
spir-11369	108	8	low	low	ADJ
spir-11369	108	9	high	high	ADJ
spir-11369	108	10	low	low	ADJ
spir-11369	108	11	low	low	ADJ
spir-11369	108	12	2	2	NUM
spir-11369	108	13	.	.	X
spir-11369	108	14	scrapping	scrap	VERB
spir-11369	108	15	public	public	ADJ
spir-11369	108	16	twitter	twitter	NOUN
spir-11369	108	17	feeds	feed	VERB
spir-11369	108	18	to	to	PART
spir-11369	108	19	predict	predict	VERB
spir-11369	108	20	risky	risky	ADJ
spir-11369	108	21	druguse	druguse	NOUN
spir-11369	108	22	behaviors	behavior	NOUN
spir-11369	108	23	low	low	ADJ
spir-11369	108	24	high	high	ADJ
spir-11369	108	25	high	high	ADJ
spir-11369	108	26	high	high	ADJ
spir-11369	108	27	3	3	NUM
spir-11369	108	28	.	.	PUNCT
spir-11369	108	29	analyzing	analyze	VERB
spir-11369	108	30	dating	date	VERB
spir-11369	108	31	site	site	NOUN
spir-11369	108	32	data	datum	NOUN
spir-11369	108	33	to	to	PART
spir-11369	108	34	infer	infer	VERB
spir-11369	108	35	sexual	sexual	ADJ
spir-11369	108	36	behavior	behavior	NOUN
spir-11369	108	37	high	high	ADJ
spir-11369	108	38	low	low	ADJ
spir-11369	108	39	low	low	ADV
spir-11369	108	40	high	high	ADJ
spir-11369	108	41	4	4	NUM
spir-11369	108	42	.	.	PUNCT
spir-11369	108	43	analyzing	analyze	VERB
spir-11369	108	44	newspaper	newspaper	NOUN
spir-11369	108	45	comments	comment	NOUN
spir-11369	108	46	to	to	PART
spir-11369	108	47	understand	understand	VERB
spir-11369	108	48	political	political	ADJ
spir-11369	108	49	views	view	NOUN
spir-11369	108	50	low	low	ADJ
spir-11369	108	51	high	high	ADJ
spir-11369	108	52	low	low	ADJ
spir-11369	108	53	high	high	ADJ
spir-11369	108	54	5	5	NUM
spir-11369	108	55	.	.	PUNCT
spir-11369	108	56	collect	collect	VERB
spir-11369	108	57	geolocation	geolocation	NOUN
spir-11369	108	58	data	datum	NOUN
spir-11369	108	59	from	from	ADP
spir-11369	108	60	mobile	mobile	ADJ
spir-11369	108	61	provider	provider	NOUN
spir-11369	108	62	to	to	PART
spir-11369	108	63	understand	understand	VERB
spir-11369	108	64	group	group	NOUN
spir-11369	108	65	mobility	mobility	NOUN
spir-11369	108	66	patterns	pattern	NOUN
spir-11369	108	67	in	in	ADP
spir-11369	108	68	a	a	DET
spir-11369	108	69	city	city	NOUN
spir-11369	108	70	low	low	ADJ
spir-11369	108	71	low	low	ADJ
spir-11369	108	72	high	high	ADJ
spir-11369	108	73	high	high	ADJ
spir-11369	108	74	6	6	NUM
spir-11369	108	75	.	.	PUNCT
spir-11369	108	76	combine	combine	VERB
spir-11369	108	77	mental	mental	ADJ
spir-11369	108	78	health	health	NOUN
spir-11369	108	79	data	datum	NOUN
spir-11369	108	80	with	with	ADP
spir-11369	108	81	social	social	ADJ
spir-11369	108	82	media	medium	NOUN
spir-11369	108	83	activity	activity	NOUN
spir-11369	108	84	high	high	ADJ
spir-11369	108	85	neutral	neutral	ADJ
spir-11369	108	86	low	low	ADJ
spir-11369	108	87	neutral	neutral	ADJ
spir-11369	108	88	7	7	NUM
spir-11369	108	89	.	.	PUNCT
spir-11369	108	90	analyzing	analyze	VERB
spir-11369	108	91	preexisting	preexist	VERB
spir-11369	108	92	twitter	twitter	NOUN
spir-11369	108	93	dataset	dataset	VERB
spir-11369	108	94	to	to	PART
spir-11369	108	95	study	study	VERB
spir-11369	108	96	political	political	ADJ
spir-11369	108	97	event	event	NOUN
spir-11369	108	98	low	low	ADJ
spir-11369	108	99	high	high	ADJ
spir-11369	108	100	high	high	ADJ
spir-11369	108	101	neutral	neutral	ADJ
spir-11369	108	102	8	8	NUM
spir-11369	108	103	.	.	PUNCT
spir-11369	108	104	scraping	scrape	VERB
spir-11369	108	105	health	health	NOUN
spir-11369	108	106	forum	forum	NOUN
spir-11369	108	107	and	and	CCONJ
spir-11369	108	108	combining	combine	VERB
spir-11369	108	109	with	with	ADP
spir-11369	108	110	twitter	twitter	NOUN
spir-11369	108	111	data	datum	NOUN
spir-11369	108	112	to	to	PART
spir-11369	108	113	predict	predict	VERB
spir-11369	108	114	mental	mental	ADJ
spir-11369	108	115	health	health	NOUN
spir-11369	108	116	low	low	ADJ
spir-11369	108	117	high	high	ADJ
spir-11369	108	118	low	low	ADJ
spir-11369	108	119	high	high	ADJ
spir-11369	108	120	9	9	NUM
spir-11369	108	121	.	.	PUNCT
spir-11369	108	122	scraping	scrape	VERB
spir-11369	108	123	profile	profile	NOUN
spir-11369	108	124	photos	photo	NOUN
spir-11369	108	125	to	to	PART
spir-11369	108	126	predict	predict	VERB
spir-11369	108	127	sexual	sexual	ADJ
spir-11369	108	128	behavior	behavior	NOUN
spir-11369	108	129	low	low	ADJ
spir-11369	108	130	neutral	neutral	ADJ
spir-11369	108	131	high	high	ADJ
spir-11369	108	132	low	low	ADJ
spir-11369	108	133	10	10	NUM
spir-11369	108	134	.	.	PUNCT
spir-11369	109	1	analyze	analyze	VERB
spir-11369	109	2	apple	apple	PROPN
spir-11369	109	3	healthkit	healthkit	NOUN
spir-11369	109	4	data	datum	NOUN
spir-11369	109	5	to	to	PART
spir-11369	109	6	assess	assess	VERB
spir-11369	109	7	impact	impact	NOUN
spir-11369	109	8	of	of	ADP
spir-11369	109	9	exercise	exercise	NOUN
spir-11369	109	10	on	on	ADP
spir-11369	109	11	health	health	PROPN
spir-11369	109	12	high	high	ADJ
spir-11369	109	13	neutral	neutral	ADJ
spir-11369	109	14	low	low	ADJ
spir-11369	109	15	high	high	ADJ
spir-11369	109	16	11	11	NUM
spir-11369	109	17	.	.	PUNCT
spir-11369	110	1	scrape	scrape	VERB
spir-11369	110	2	public	public	ADJ
spir-11369	110	3	facebook	facebook	NOUN
spir-11369	110	4	posts	post	NOUN
spir-11369	110	5	to	to	PART
spir-11369	110	6	study	study	VERB
spir-11369	110	7	group	group	NOUN
spir-11369	110	8	-	-	PUNCT
spir-11369	110	9	level	level	NOUN
spir-11369	110	10	dynamics	dynamic	NOUN
spir-11369	110	11	neutral	neutral	ADJ
spir-11369	110	12	high	high	ADJ
spir-11369	110	13	low	low	ADJ
spir-11369	110	14	high	high	ADJ
spir-11369	110	15	(	(	PUNCT
spir-11369	110	16	high	high	ADJ
spir-11369	110	17	=	=	SYM
spir-11369	110	18	high	high	ADJ
spir-11369	110	19	compliance	compliance	NOUN
spir-11369	110	20	;	;	PUNCT
spir-11369	110	21	neutral	neutral	ADJ
spir-11369	110	22	=	=	SYM
spir-11369	110	23	neutral	neutral	ADJ
spir-11369	110	24	or	or	CCONJ
spir-11369	110	25	unknown	unknown	ADJ
spir-11369	110	26	level	level	NOUN
spir-11369	110	27	;	;	PUNCT
spir-11369	110	28	low	low	ADJ
spir-11369	110	29	=	=	SYM
spir-11369	110	30	low	low	ADJ
spir-11369	110	31	compliance	compliance	NOUN
spir-11369	110	32	)	)	PUNCT
spir-11369	110	33	table	table	NOUN
spir-11369	110	34	2	2	NUM
spir-11369	110	35	:	:	PUNCT
spir-11369	110	36	types	type	NOUN
spir-11369	110	37	of	of	ADP
spir-11369	110	38	pervasive	pervasive	ADJ
spir-11369	110	39	data	datum	NOUN
spir-11369	110	40	in	in	ADP
spir-11369	110	41	protocols	protocol	NOUN
spir-11369	110	42	reviewed	review	VERB
spir-11369	110	43	in	in	ADP
spir-11369	110	44	past	past	ADJ
spir-11369	110	45	12	12	NUM
spir-11369	110	46	months	month	NOUN
spir-11369	110	47	social	social	ADJ
spir-11369	110	48	media	medium	NOUN
spir-11369	110	49	posts	post	VERB
spir-11369	110	50	58	58	NUM
spir-11369	110	51	sensor	sensor	NOUN
spir-11369	110	52	data	data	VERB
spir-11369	110	53	54	54	NUM
spir-11369	110	54	social	social	ADJ
spir-11369	110	55	media	medium	NOUN
spir-11369	110	56	profiles	profile	NOUN
spir-11369	110	57	33	33	NUM
spir-11369	110	58	locational	locational	ADJ
spir-11369	110	59	data	datum	NOUN
spir-11369	110	60	33	33	NUM
spir-11369	110	61	social	social	ADJ
spir-11369	110	62	media	medium	NOUN
spir-11369	110	63	images	image	NOUN
spir-11369	110	64	30	30	NUM
spir-11369	110	65	network	network	NOUN
spir-11369	110	66	traffic	traffic	NOUN
spir-11369	110	67	data	datum	NOUN
spir-11369	110	68	26	26	NUM
spir-11369	110	69	other	other	ADJ
spir-11369	110	70	7	7	NUM
spir-11369	110	71	(	(	PUNCT
spir-11369	110	72	n=73	n=73	ADV
spir-11369	110	73	;	;	PUNCT
spir-11369	110	74	multiple	multiple	ADJ
spir-11369	110	75	selections	selection	NOUN
spir-11369	110	76	allowed	allow	VERB
spir-11369	110	77	)	)	PUNCT
spir-11369	110	78	table	table	NOUN
spir-11369	110	79	3	3	NUM
spir-11369	110	80	:	:	PUNCT
spir-11369	110	81	disciplines	discipline	NOUN
spir-11369	110	82	submitting	submit	VERB
spir-11369	110	83	protocols	protocol	NOUN
spir-11369	110	84	using	use	VERB
spir-11369	110	85	pervasive	pervasive	ADJ
spir-11369	110	86	data	datum	NOUN
spir-11369	110	87	in	in	ADP
spir-11369	110	88	past	past	ADJ
spir-11369	110	89	12	12	NUM
spir-11369	110	90	months	month	NOUN
spir-11369	110	91	social	social	ADJ
spir-11369	110	92	sciences	science	NOUN
spir-11369	110	93	47	47	NUM
spir-11369	110	94	medical	medical	ADJ
spir-11369	110	95	/	/	SYM
spir-11369	110	96	health	health	NOUN
spir-11369	110	97	36	36	NUM
spir-11369	110	98	computer	computer	NOUN
spir-11369	110	99	science	science	NOUN
spir-11369	110	100	/	/	SYM
spir-11369	110	101	engineering	engineering	NOUN
spir-11369	110	102	24	24	NUM
spir-11369	110	103	arts	art	NOUN
spir-11369	110	104	/	/	SYM
spir-11369	110	105	humanities	humanity	NOUN
spir-11369	110	106	12	12	NUM
spir-11369	110	107	natural	natural	ADJ
spir-11369	110	108	sciences	science	NOUN
spir-11369	110	109	3	3	NUM
spir-11369	110	110	other	other	ADJ
spir-11369	110	111	7	7	NUM
spir-11369	110	112	(	(	PUNCT
spir-11369	110	113	n=74	n=74	NOUN
spir-11369	110	114	;	;	PUNCT
spir-11369	110	115	multiple	multiple	ADJ
spir-11369	110	116	selections	selection	NOUN
spir-11369	110	117	allowed	allow	VERB
spir-11369	110	118	)	)	PUNCT
spir-11369	110	119	table	table	NOUN
spir-11369	110	120	4	4	NUM
spir-11369	110	121	:	:	PUNCT
spir-11369	110	122	does	do	AUX
spir-11369	110	123	your	your	PRON
spir-11369	110	124	institution	institution	NOUN
spir-11369	110	125	provide	provide	VERB
spir-11369	110	126	specific	specific	ADJ
spir-11369	110	127	training	training	NOUN
spir-11369	110	128	sessions	session	NOUN
spir-11369	110	129	for	for	ADP
spir-11369	110	130	irb	irb	NOUN
spir-11369	110	131	members	member	NOUN
spir-11369	110	132	that	that	PRON
spir-11369	110	133	addresses	address	VERB
spir-11369	110	134	the	the	DET
spir-11369	110	135	ethics	ethic	NOUN
spir-11369	110	136	of	of	ADP
spir-11369	110	137	the	the	DET
spir-11369	110	138	collection	collection	NOUN
spir-11369	110	139	/	/	SYM
spir-11369	110	140	use	use	NOUN
spir-11369	110	141	of	of	ADP
spir-11369	110	142	pervasive	pervasive	ADJ
spir-11369	110	143	data	datum	NOUN
spir-11369	110	144	?	?	PUNCT
spir-11369	111	1	yes	yes	INTJ
spir-11369	111	2	,	,	PUNCT
spir-11369	111	3	it	it	PRON
spir-11369	111	4	is	be	AUX
spir-11369	111	5	part	part	NOUN
spir-11369	111	6	of	of	ADP
spir-11369	111	7	required	require	VERB
spir-11369	111	8	training	training	NOUN
spir-11369	111	9	14	14	NUM
spir-11369	111	10	18.4	18.4	NUM
spir-11369	111	11	%	%	NOUN
spir-11369	112	1	yes	yes	INTJ
spir-11369	112	2	,	,	PUNCT
spir-11369	113	1	but	but	CCONJ
spir-11369	113	2	it	it	PRON
spir-11369	113	3	is	be	AUX
spir-11369	113	4	optional	optional	ADJ
spir-11369	113	5	7	7	NUM
spir-11369	113	6	9.2	9.2	NUM
spir-11369	113	7	%	%	NOUN
spir-11369	113	8	no	no	DET
spir-11369	113	9	53	53	NUM
spir-11369	113	10	69.7	69.7	NUM
spir-11369	113	11	%	%	NOUN
spir-11369	114	1	i	i	PRON
spir-11369	114	2	do	do	AUX
spir-11369	114	3	n’t	not	PART
spir-11369	114	4	know	know	VERB
spir-11369	114	5	2	2	NUM
spir-11369	114	6	2.6	2.6	NUM
spir-11369	114	7	%	%	NOUN
spir-11369	114	8	(	(	PUNCT
spir-11369	114	9	n=76	n=76	NOUN
spir-11369	114	10	)	)	PUNCT
spir-11369	114	11	table	table	NOUN
spir-11369	114	12	5	5	NUM
spir-11369	114	13	:	:	PUNCT
spir-11369	114	14	regulations	regulation	NOUN
spir-11369	114	15	or	or	CCONJ
spir-11369	114	16	guidelines	guideline	NOUN
spir-11369	114	17	are	be	AUX
spir-11369	114	18	relied	rely	VERB
spir-11369	114	19	on	on	ADP
spir-11369	114	20	when	when	SCONJ
spir-11369	114	21	reviewing	review	VERB
spir-11369	114	22	protocols	protocol	NOUN
spir-11369	114	23	relying	rely	VERB
spir-11369	114	24	on	on	ADP
spir-11369	114	25	pervasive	pervasive	ADJ
spir-11369	114	26	data	datum	NOUN
spir-11369	114	27	federal	federal	ADJ
spir-11369	114	28	policy	policy	NOUN
spir-11369	114	29	for	for	ADP
spir-11369	114	30	the	the	DET
spir-11369	114	31	protection	protection	NOUN
spir-11369	114	32	of	of	ADP
spir-11369	114	33	human	human	ADJ
spir-11369	114	34	subjects	subject	NOUN
spir-11369	114	35	(	(	PUNCT
spir-11369	114	36	“	"	PUNCT
spir-11369	114	37	common	common	ADJ
spir-11369	114	38	rule	rule	NOUN
spir-11369	114	39	”	"	PUNCT
spir-11369	114	40	)	)	PUNCT
spir-11369	114	41	71	71	NUM
spir-11369	114	42	the	the	DET
spir-11369	114	43	belmont	belmont	PROPN
spir-11369	114	44	report	report	NOUN
spir-11369	114	45	:	:	PUNCT
spir-11369	114	46	ethical	ethical	ADJ
spir-11369	114	47	principles	principle	NOUN
spir-11369	114	48	and	and	CCONJ
spir-11369	114	49	guidelines	guideline	NOUN
spir-11369	114	50	for	for	ADP
spir-11369	114	51	the	the	DET
spir-11369	114	52	protection	protection	NOUN
spir-11369	114	53	of	of	ADP
spir-11369	114	54	human	human	ADJ
spir-11369	114	55	subjects	subject	NOUN
spir-11369	114	56	of	of	ADP
spir-11369	114	57	research	research	NOUN
spir-11369	114	58	61	61	NUM
spir-11369	114	59	sachrp	sachrp	ADJ
spir-11369	114	60	considerations	consideration	NOUN
spir-11369	114	61	and	and	CCONJ
spir-11369	114	62	recommendations	recommendation	NOUN
spir-11369	114	63	concerning	concern	VERB
spir-11369	114	64	internet	internet	NOUN
spir-11369	114	65	research	research	NOUN
spir-11369	114	66	and	and	CCONJ
spir-11369	114	67	human	human	ADJ
spir-11369	114	68	subjects	subject	NOUN
spir-11369	114	69	research	research	NOUN
spir-11369	114	70	regulations	regulation	NOUN
spir-11369	114	71	33	33	NUM
spir-11369	114	72	american	american	ADJ
spir-11369	114	73	psychological	psychological	PROPN
spir-11369	114	74	association	association	PROPN
spir-11369	114	75	(	(	PUNCT
spir-11369	114	76	apa	apa	PROPN
spir-11369	114	77	)	)	PUNCT
spir-11369	114	78	psychological	psychological	ADJ
spir-11369	114	79	research	research	NOUN
spir-11369	114	80	online	online	ADV
spir-11369	114	81	:	:	PUNCT
spir-11369	114	82	opportunities	opportunity	NOUN
spir-11369	114	83	and	and	CCONJ
spir-11369	114	84	challenges	challenge	NOUN
spir-11369	114	85	9	9	NUM
spir-11369	114	86	association	association	NOUN
spir-11369	114	87	of	of	ADP
spir-11369	114	88	internet	internet	NOUN
spir-11369	114	89	researchers	researcher	NOUN
spir-11369	114	90	(	(	PUNCT
spir-11369	114	91	aoir	aoir	NOUN
spir-11369	114	92	)	)	PUNCT
spir-11369	114	93	ethics	ethic	NOUN
spir-11369	114	94	guidelines	guideline	VERB
spir-11369	114	95	7	7	NUM
spir-11369	114	96	the	the	DET
spir-11369	114	97	menlo	menlo	NOUN
spir-11369	114	98	report	report	NOUN
spir-11369	114	99	:	:	PUNCT
spir-11369	114	100	ethical	ethical	ADJ
spir-11369	114	101	principles	principle	NOUN
spir-11369	114	102	guiding	guide	VERB
spir-11369	114	103	information	information	NOUN
spir-11369	114	104	and	and	CCONJ
spir-11369	114	105	communication	communication	NOUN
spir-11369	114	106	technology	technology	NOUN
spir-11369	114	107	research	research	NOUN
spir-11369	114	108	3	3	NUM
spir-11369	114	109	acm	acm	PROPN
spir-11369	114	110	sigchi	sigchi	PROPN
spir-11369	114	111	research	research	PROPN
spir-11369	114	112	ethics	ethic	NOUN
spir-11369	114	113	committee	committee	PROPN
spir-11369	114	114	guidelines	guideline	VERB
spir-11369	114	115	1	1	NUM
spir-11369	114	116	other	other	ADJ
spir-11369	114	117	7	7	NUM
spir-11369	114	118	(	(	PUNCT
spir-11369	114	119	n=77	n=77	NOUN
spir-11369	114	120	;	;	PUNCT
spir-11369	114	121	multiple	multiple	ADJ
spir-11369	114	122	selections	selection	NOUN
spir-11369	114	123	allowed	allow	VERB
spir-11369	114	124	)	)	PUNCT
spir-11369	114	125	table	table	NOUN
spir-11369	114	126	6	6	NUM
spir-11369	114	127	:	:	PUNCT
spir-11369	114	128	irb	irb	VERB
spir-11369	114	129	members	member	NOUN
spir-11369	114	130	at	at	ADP
spir-11369	114	131	my	my	PRON
spir-11369	114	132	institution	institution	NOUN
spir-11369	114	133	are	be	AUX
spir-11369	114	134	wellversed	wellverse	VERB
spir-11369	114	135	in	in	ADP
spir-11369	114	136	the	the	DET
spir-11369	114	137	technical	technical	ADJ
spir-11369	114	138	aspects	aspect	NOUN
spir-11369	114	139	of	of	ADP
spir-11369	114	140	the	the	DET
spir-11369	114	141	collection	collection	NOUN
spir-11369	114	142	/	/	SYM
spir-11369	114	143	use	use	NOUN
spir-11369	114	144	of	of	ADP
spir-11369	114	145	pervasive	pervasive	ADJ
spir-11369	114	146	data	datum	NOUN
spir-11369	114	147	strongly	strongly	ADV
spir-11369	114	148	agree	agree	VERB
spir-11369	114	149	5	5	NUM
spir-11369	114	150	6.6	6.6	NUM
spir-11369	114	151	%	%	NOUN
spir-11369	114	152	somewhat	somewhat	ADV
spir-11369	114	153	agree	agree	VERB
spir-11369	114	154	14	14	NUM
spir-11369	114	155	18.4	18.4	NUM
spir-11369	114	156	%	%	NOUN
spir-11369	114	157	neither	neither	CCONJ
spir-11369	114	158	agree	agree	VERB
spir-11369	114	159	nor	nor	CCONJ
spir-11369	114	160	disagree	disagree	VERB
spir-11369	114	161	17	17	NUM
spir-11369	114	162	22.4	22.4	NUM
spir-11369	114	163	%	%	NOUN
spir-11369	114	164	somewhat	somewhat	ADV
spir-11369	114	165	disagree	disagree	VERB
spir-11369	114	166	28	28	NUM
spir-11369	114	167	36.8	36.8	NUM
spir-11369	114	168	%	%	NOUN
spir-11369	114	169	strongly	strongly	ADV
spir-11369	114	170	disagree	disagree	VERB
spir-11369	114	171	12	12	NUM
spir-11369	114	172	15.8	15.8	NUM
spir-11369	114	173	%	%	NOUN
spir-11369	114	174	(	(	PUNCT
spir-11369	114	175	n=76	n=76	NOUN
spir-11369	114	176	)	)	PUNCT
spir-11369	114	177	table	table	NOUN
spir-11369	114	178	7	7	NUM
spir-11369	114	179	:	:	PUNCT
spir-11369	114	180	irb	irb	VERB
spir-11369	114	181	members	member	NOUN
spir-11369	114	182	at	at	ADP
spir-11369	114	183	my	my	PRON
spir-11369	114	184	institution	institution	NOUN
spir-11369	114	185	are	be	AUX
spir-11369	114	186	wellversed	wellverse	VERB
spir-11369	114	187	in	in	ADP
spir-11369	114	188	the	the	DET
spir-11369	114	189	ethical	ethical	ADJ
spir-11369	114	190	aspects	aspect	NOUN
spir-11369	114	191	of	of	ADP
spir-11369	114	192	the	the	DET
spir-11369	114	193	collection	collection	NOUN
spir-11369	114	194	/	/	SYM
spir-11369	114	195	use	use	NOUN
spir-11369	114	196	of	of	ADP
spir-11369	114	197	pervasive	pervasive	ADJ
spir-11369	114	198	data	datum	NOUN
spir-11369	114	199	strongly	strongly	ADV
spir-11369	114	200	agree	agree	VERB
spir-11369	114	201	13	13	NUM
spir-11369	114	202	17.1	17.1	NUM
spir-11369	114	203	%	%	NOUN
spir-11369	114	204	somewhat	somewhat	ADV
spir-11369	114	205	agree	agree	VERB
spir-11369	114	206	23	23	NUM
spir-11369	114	207	30.3	30.3	NUM
spir-11369	114	208	%	%	NOUN
spir-11369	114	209	neither	neither	CCONJ
spir-11369	114	210	agree	agree	VERB
spir-11369	114	211	nor	nor	CCONJ
spir-11369	114	212	disagree	disagree	VERB
spir-11369	114	213	10	10	NUM
spir-11369	114	214	13.2	13.2	NUM
spir-11369	114	215	%	%	NOUN
spir-11369	114	216	somewhat	somewhat	ADV
spir-11369	114	217	disagree	disagree	VERB
spir-11369	114	218	20	20	NUM
spir-11369	114	219	26.3	26.3	NUM
spir-11369	114	220	%	%	NOUN
spir-11369	114	221	strongly	strongly	ADV
spir-11369	114	222	disagree	disagree	VERB
spir-11369	114	223	10	10	NUM
spir-11369	114	224	13.2	13.2	NUM
spir-11369	114	225	%	%	NOUN
spir-11369	114	226	(	(	PUNCT
spir-11369	114	227	n=76	n=76	NOUN
spir-11369	114	228	)	)	PUNCT
spir-11369	114	229	table	table	NOUN
spir-11369	114	230	8	8	NUM
spir-11369	114	231	:	:	PUNCT
spir-11369	114	232	your	your	PRON
spir-11369	114	233	institution	institution	NOUN
spir-11369	114	234	’s	’s	PART
spir-11369	114	235	erb	erb	NOUN
spir-11369	114	236	would	would	AUX
spir-11369	114	237	likely	likely	ADV
spir-11369	114	238	consider	consider	VERB
spir-11369	114	239	this	this	DET
spir-11369	114	240	proposal	proposal	NOUN
spir-11369	114	241	to	to	PART
spir-11369	114	242	be	be	AUX
spir-11369	114	243	…	…	PUNCT
spir-11369	114	244	scenario	scenario	NOUN
spir-11369	114	245	not	not	PART
spir-11369	114	246	human	human	ADJ
spir-11369	114	247	subjects	subject	NOUN
spir-11369	114	248	research	research	NOUN
spir-11369	114	249	exempt	exempt	ADJ
spir-11369	114	250	expedited	expedite	VERB
spir-11369	114	251	requiring	require	VERB
spir-11369	114	252	full	full	ADJ
spir-11369	114	253	board	board	NOUN
spir-11369	114	254	review	review	NOUN
spir-11369	114	255	1	1	NUM
spir-11369	114	256	.	.	X
spir-11369	114	257	scrapping	scrap	VERB
spir-11369	114	258	public	public	ADJ
spir-11369	114	259	newspaper	newspaper	NOUN
spir-11369	114	260	comments	comment	NOUN
spir-11369	114	261	to	to	PART
spir-11369	114	262	predict	predict	VERB
spir-11369	114	263	elections	election	NOUN
spir-11369	114	264	(	(	PUNCT
spir-11369	114	265	n=40	n=40	ADJ
spir-11369	114	266	)	)	PUNCT
spir-11369	114	267	11	11	NUM
spir-11369	114	268	27.5	27.5	NUM
spir-11369	114	269	%	%	NOUN
spir-11369	114	270	8	8	NUM
spir-11369	114	271	20.0	20.0	NUM
spir-11369	114	272	%	%	NOUN
spir-11369	114	273	8	8	NUM
spir-11369	114	274	20.0	20.0	NUM
spir-11369	114	275	%	%	NOUN
spir-11369	114	276	13	13	NUM
spir-11369	114	277	32.5	32.5	NUM
spir-11369	114	278	%	%	NOUN
spir-11369	114	279	2	2	NUM
spir-11369	114	280	.	.	X
spir-11369	114	281	scrapping	scrap	VERB
spir-11369	114	282	public	public	ADJ
spir-11369	114	283	twitter	twitter	NOUN
spir-11369	114	284	feeds	feed	VERB
spir-11369	114	285	to	to	PART
spir-11369	114	286	predict	predict	VERB
spir-11369	114	287	risky	risky	ADJ
spir-11369	114	288	drug	drug	NOUN
spir-11369	114	289	-	-	PUNCT
spir-11369	114	290	use	use	NOUN
spir-11369	114	291	behaviors	behavior	NOUN
spir-11369	114	292	(	(	PUNCT
spir-11369	114	293	n=45	n=45	NOUN
spir-11369	114	294	)	)	PUNCT
spir-11369	114	295	18	18	NUM
spir-11369	114	296	40.0	40.0	NUM
spir-11369	114	297	%	%	NOUN
spir-11369	114	298	15	15	NUM
spir-11369	114	299	33.3	33.3	NUM
spir-11369	114	300	%	%	NOUN
spir-11369	114	301	9	9	NUM
spir-11369	114	302	20.0	20.0	NUM
spir-11369	114	303	%	%	NOUN
spir-11369	114	304	3	3	NUM
spir-11369	114	305	6.7	6.7	NUM
spir-11369	114	306	%	%	NOUN
spir-11369	114	307	3	3	NUM
spir-11369	114	308	.	.	PUNCT
spir-11369	114	309	analyzing	analyze	VERB
spir-11369	114	310	dating	date	VERB
spir-11369	114	311	site	site	NOUN
spir-11369	114	312	data	datum	NOUN
spir-11369	114	313	to	to	PART
spir-11369	114	314	infer	infer	VERB
spir-11369	114	315	sexual	sexual	ADJ
spir-11369	114	316	behavior	behavior	NOUN
spir-11369	114	317	(	(	PUNCT
spir-11369	114	318	n=43	n=43	X
spir-11369	114	319	)	)	PUNCT
spir-11369	114	320	1	1	NUM
spir-11369	114	321	2.3	2.3	NUM
spir-11369	114	322	7	7	NUM
spir-11369	114	323	16.3	16.3	NUM
spir-11369	114	324	%	%	NOUN
spir-11369	114	325	21	21	NUM
spir-11369	114	326	48.8	48.8	NUM
spir-11369	114	327	%	%	NOUN
spir-11369	114	328	14	14	NUM
spir-11369	114	329	32.6	32.6	NUM
spir-11369	114	330	%	%	NOUN
spir-11369	114	331	4	4	NUM
spir-11369	114	332	.	.	PUNCT
spir-11369	114	333	analyzing	analyze	VERB
spir-11369	114	334	newspaper	newspaper	NOUN
spir-11369	114	335	comments	comment	NOUN
spir-11369	114	336	to	to	PART
spir-11369	114	337	understand	understand	VERB
spir-11369	114	338	political	political	ADJ
spir-11369	114	339	views	view	NOUN
spir-11369	114	340	(	(	PUNCT
spir-11369	114	341	n=44	n=44	NOUN
spir-11369	114	342	)	)	PUNCT
spir-11369	114	343	25	25	NUM
spir-11369	114	344	56.8	56.8	NUM
spir-11369	114	345	%	%	NOUN
spir-11369	114	346	10	10	NUM
spir-11369	114	347	22.7	22.7	NUM
spir-11369	114	348	%	%	NOUN
spir-11369	114	349	7	7	NUM
spir-11369	114	350	15.9	15.9	NUM
spir-11369	114	351	%	%	NOUN
spir-11369	114	352	2	2	NUM
spir-11369	114	353	4.5	4.5	NUM
spir-11369	114	354	%	%	NOUN
spir-11369	114	355	5	5	NUM
spir-11369	114	356	.	.	PUNCT
spir-11369	114	357	collect	collect	VERB
spir-11369	114	358	geolocation	geolocation	NOUN
spir-11369	114	359	data	datum	NOUN
spir-11369	114	360	from	from	ADP
spir-11369	114	361	mobile	mobile	ADJ
spir-11369	114	362	provider	provider	NOUN
spir-11369	114	363	to	to	PART
spir-11369	114	364	understand	understand	VERB
spir-11369	114	365	group	group	NOUN
spir-11369	114	366	mobility	mobility	NOUN
spir-11369	114	367	patterns	pattern	NOUN
spir-11369	114	368	in	in	ADP
spir-11369	114	369	a	a	DET
spir-11369	114	370	city	city	NOUN
spir-11369	114	371	(	(	PUNCT
spir-11369	114	372	n=45	n=45	NOUN
spir-11369	114	373	)	)	PUNCT
spir-11369	114	374	18	18	NUM
spir-11369	114	375	40.0	40.0	NUM
spir-11369	114	376	%	%	NOUN
spir-11369	114	377	13	13	NUM
spir-11369	114	378	28.9	28.9	NUM
spir-11369	114	379	%	%	NOUN
spir-11369	114	380	8	8	NUM
spir-11369	114	381	17.8	17.8	NUM
spir-11369	114	382	%	%	NOUN
spir-11369	114	383	6	6	NUM
spir-11369	114	384	13.3	13.3	NUM
spir-11369	114	385	%	%	NOUN
spir-11369	114	386	6	6	NUM
spir-11369	114	387	.	.	PUNCT
spir-11369	114	388	combine	combine	VERB
spir-11369	114	389	mental	mental	ADJ
spir-11369	114	390	health	health	NOUN
spir-11369	114	391	data	datum	NOUN
spir-11369	114	392	with	with	ADP
spir-11369	114	393	social	social	ADJ
spir-11369	114	394	media	medium	NOUN
spir-11369	114	395	activity	activity	NOUN
spir-11369	114	396	(	(	PUNCT
spir-11369	114	397	n=44	n=44	NOUN
spir-11369	114	398	)	)	PUNCT
spir-11369	114	399	0	0	NUM
spir-11369	115	1	0.0	0.0	NUM
spir-11369	115	2	%	%	NOUN
spir-11369	115	3	0	0	NUM
spir-11369	115	4	0.0	0.0	NUM
spir-11369	115	5	%	%	NOUN
spir-11369	115	6	19	19	NUM
spir-11369	115	7	43.2	43.2	NUM
spir-11369	115	8	%	%	NOUN
spir-11369	115	9	25	25	NUM
spir-11369	115	10	56.8	56.8	NUM
spir-11369	115	11	%	%	NOUN
spir-11369	115	12	7	7	NUM
spir-11369	115	13	.	.	PUNCT
spir-11369	115	14	analyzing	analyze	VERB
spir-11369	115	15	preexisting	preexist	VERB
spir-11369	115	16	twitter	twitter	NOUN
spir-11369	115	17	dataset	dataset	VERB
spir-11369	115	18	to	to	PART
spir-11369	115	19	study	study	VERB
spir-11369	115	20	political	political	ADJ
spir-11369	115	21	event	event	NOUN
spir-11369	115	22	(	(	PUNCT
spir-11369	115	23	n=46	n=46	NOUN
spir-11369	115	24	)	)	PUNCT
spir-11369	115	25	26	26	NUM
spir-11369	115	26	56.5	56.5	NUM
spir-11369	115	27	%	%	NOUN
spir-11369	115	28	13	13	NUM
spir-11369	115	29	28.3	28.3	NUM
spir-11369	115	30	%	%	NOUN
spir-11369	115	31	6	6	NUM
spir-11369	115	32	13.0	13.0	NUM
spir-11369	115	33	%	%	NOUN
spir-11369	115	34	1	1	NUM
spir-11369	115	35	2.2	2.2	NUM
spir-11369	115	36	%	%	NOUN
spir-11369	115	37	8	8	NUM
spir-11369	115	38	.	.	PUNCT
spir-11369	115	39	scraping	scrape	VERB
spir-11369	115	40	health	health	NOUN
spir-11369	115	41	forum	forum	NOUN
spir-11369	115	42	and	and	CCONJ
spir-11369	115	43	combining	combine	VERB
spir-11369	115	44	with	with	ADP
spir-11369	115	45	twitter	twitter	NOUN
spir-11369	115	46	data	datum	NOUN
spir-11369	115	47	to	to	PART
spir-11369	115	48	predict	predict	VERB
spir-11369	115	49	mental	mental	ADJ
spir-11369	115	50	health	health	NOUN
spir-11369	115	51	(	(	PUNCT
spir-11369	115	52	n=41	n=41	PROPN
spir-11369	115	53	)	)	PUNCT
spir-11369	115	54	11	11	NUM
spir-11369	115	55	26.8	26.8	NUM
spir-11369	115	56	%	%	NOUN
spir-11369	115	57	8	8	NUM
spir-11369	115	58	19.5	19.5	NUM
spir-11369	115	59	%	%	NOUN
spir-11369	115	60	7	7	NUM
spir-11369	115	61	17.1	17.1	NUM
spir-11369	115	62	%	%	NOUN
spir-11369	115	63	15	15	NUM
spir-11369	115	64	36.6	36.6	NUM
spir-11369	115	65	%	%	NOUN
spir-11369	115	66	9	9	NUM
spir-11369	115	67	.	.	PUNCT
spir-11369	115	68	scraping	scrape	VERB
spir-11369	115	69	profile	profile	NOUN
spir-11369	115	70	photos	photo	NOUN
spir-11369	115	71	to	to	PART
spir-11369	115	72	predict	predict	VERB
spir-11369	115	73	sexual	sexual	ADJ
spir-11369	115	74	behavior	behavior	NOUN
spir-11369	115	75	(	(	PUNCT
spir-11369	115	76	n=46	n=46	NOUN
spir-11369	115	77	)	)	PUNCT
spir-11369	115	78	3	3	NUM
spir-11369	115	79	6.5	6.5	NUM
spir-11369	115	80	%	%	NOUN
spir-11369	115	81	2	2	NUM
spir-11369	115	82	4.3	4.3	NUM
spir-11369	115	83	%	%	NOUN
spir-11369	115	84	10	10	NUM
spir-11369	115	85	21.7	21.7	NUM
spir-11369	115	86	%	%	NOUN
spir-11369	115	87	31	31	NUM
spir-11369	115	88	67.4	67.4	NUM
spir-11369	115	89	%	%	NOUN
spir-11369	115	90	10	10	NUM
spir-11369	115	91	.	.	PUNCT
spir-11369	116	1	analyze	analyze	VERB
spir-11369	116	2	apple	apple	PROPN
spir-11369	116	3	healthkit	healthkit	NOUN
spir-11369	116	4	data	datum	NOUN
spir-11369	116	5	to	to	PART
spir-11369	116	6	assess	assess	VERB
spir-11369	116	7	impact	impact	NOUN
spir-11369	116	8	of	of	ADP
spir-11369	116	9	exercise	exercise	NOUN
spir-11369	116	10	on	on	ADP
spir-11369	116	11	health	health	NOUN
spir-11369	116	12	(	(	PUNCT
spir-11369	116	13	n=44	n=44	NOUN
spir-11369	116	14	)	)	PUNCT
spir-11369	116	15	0	0	NUM
spir-11369	117	1	0.0	0.0	NUM
spir-11369	117	2	%	%	NOUN
spir-11369	117	3	7	7	NUM
spir-11369	117	4	15.9	15.9	NUM
spir-11369	117	5	%	%	NOUN
spir-11369	117	6	33	33	NUM
spir-11369	117	7	75.0	75.0	NUM
spir-11369	117	8	%	%	NOUN
spir-11369	117	9	4	4	NUM
spir-11369	117	10	9.1	9.1	NUM
spir-11369	117	11	%	%	NOUN
spir-11369	117	12	11	11	NUM
spir-11369	117	13	.	.	PUNCT
spir-11369	118	1	scrape	scrape	VERB
spir-11369	118	2	public	public	ADJ
spir-11369	118	3	facebook	facebook	NOUN
spir-11369	118	4	posts	post	NOUN
spir-11369	118	5	to	to	PART
spir-11369	118	6	study	study	VERB
spir-11369	118	7	group	group	NOUN
spir-11369	118	8	-	-	PUNCT
spir-11369	118	9	level	level	NOUN
spir-11369	118	10	dynamics	dynamic	NOUN
spir-11369	118	11	(	(	PUNCT
spir-11369	118	12	n=44	n=44	NOUN
spir-11369	118	13	)	)	PUNCT
spir-11369	118	14	5	5	NUM
spir-11369	118	15	11.4	11.4	NUM
spir-11369	118	16	%	%	NOUN
spir-11369	118	17	5	5	NUM
spir-11369	118	18	11.4	11.4	NUM
spir-11369	118	19	%	%	NOUN
spir-11369	118	20	17	17	NUM
spir-11369	118	21	38.6	38.6	NUM
spir-11369	118	22	%	%	NOUN
spir-11369	118	23	17	17	NUM
spir-11369	118	24	38.6	38.6	NUM
spir-11369	118	25	%	%	NOUN
spir-11369	118	26	appendix	appendix	ADJ
spir-11369	118	27	c	c	NOUN
spir-11369	118	28	:	:	PUNCT
spir-11369	118	29	scenario	scenario	NOUN
spir-11369	118	30	treeplots	treeplot	VERB