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THE BRUTAL TRUTH ABOUT
CRIMINAL JUSTICE REFORM IN
AMERICA
User-Generated	Police	Brutality	Videos	Place	a	Social	Justice	
Issue	on	the	Political	Agenda	
	
AJ	Annarose	Jacob	
Senior	Seminar	‘16
AJacob	 2	
TABLE	OF	CONTENTS	
INTRODUCTION	....................................................................................................................................	3	
THEORY	................................................................................................................................................	4	
Introducing	the	Three	Hypotheses:	...........................................................................................................	5	
LITERATURE	REVIEW	............................................................................................................................	7	
Homo	Technologicus:	The	Effects	of	the	Internet	on	Social,	Political,	and	Organizational	Structure	.......	7	
Going	“Viral”:	The	Real-World	Impacts	of	Sharing	on	the	Web	...............................................................	9	
Social	Networks	Creating	Social	Movements	.........................................................................................	13	
A	Broader	Context:	Agenda	Setting	and	Priming	Effects	of	Citizen	Journalism	......................................	15	
Agenda	Setting	and	Salience:	The	Driver	of	Political	Momentum	..........................................................	17	
RESEARCH	DESIGN	..............................................................................................................................	19	
Hypothesis	1	...........................................................................................................................................	19	
Hypothesis	2	...........................................................................................................................................	22	
Hypothesis	3	...........................................................................................................................................	23	
Addressing	IRB	Concerns	........................................................................................................................	26	
RESULTS	OF	THE	PILOT	TEST	...............................................................................................................	27	
Responses	to	Policy	Questions	................................................................................................................	27	
Response	to	Questions	About	Attitudes	Toward	Police	and	the	Justice	System	.....................................	30	
Demographics	of	Respondents	...............................................................................................................	32	
Performance	of	the	Measurement	Instrument	.......................................................................................	33	
CONCLUSION	......................................................................................................................................	35	
Financing,	Resources,	and	Time	Necessary	for	Research	.......................................................................	36	
Limitations	and	Weaknesses	of	Research	Design	...................................................................................	37	
Recommendations	for	Future	Research	..................................................................................................	38	
APPENDIX	...........................................................................................................................................	39	
Works	Cited	........................................................................................................................................	44
AJacob	 3	
INTRODUCTION	
	 Viral	cell	phone	footage	of	police	brutality	is	the	driver	behind	the	political	momentum	for	criminal	
justice	reform.	The	recent	barrage	of	police	shootings	and	brutality	caught	on	cell	phone	video	has	sparked	
public	outcry.	The	public	attention	to	police	brutality	has	enabled	both	ordinary	citizens	and	activist	groups	
such	as	Black	Lives	Matter	to	put	a	spotlight	on	critical	flaws	within	in	the	criminal	justice	system.		
	 Criminal	justice	reform	can	mean	many	different	things,	but	I	will	broadly	define	it	as	reform	directed	
at	fixing	issues	within	the	judicial	system,	including	but	not	limited	to	any	or	all	of	the	following:	eradicating	
acts	of	police	brutality	and	disciplining	officers	appropriately	if	and	when	such	acts	do	occur,	abolishing	racial	
profiling	as	a	policing	tactic,	implementing	tactics	to	reduce	racial	inequality	within	the	justice	system,	ending	
excessively	harsh	and/or	discriminatory	sentencing,	eliminating	mandatory	minimums	for	nonviolent	low-
level	offenses,	reducing	mass	incarceration	rates,	improving	rehabilitation	efforts,	terminating		civil	asset	
forfeiture	abuse,	ending	suspicionless	drug	testing	as	a	precursor	to	accessing	welfare	benefits,	ensuring	that	
all	defendants	have	adequate	legal	guidance,	ending	the	death	penalty	and	solitary	confinement,	and	
improving	prison	conditions	(ACLU,	2016).	
The	Internet	has	given	ordinary	citizens	a	platform	to	be	heard.	This	has	had	a	major	impact	on	those	
whom	our	society	has	long	hushed:	African	Americans.	For	decades,	police	brutality	committed	against	blacks	
was	essentially	ignored	because	black	bodies	were	subconsciously	seen	as	the	source	of	the	threat	itself	
(Butler,	1993).	Police	brutality	is	not	a	new	phenomenon,	but	cell	phone	video	is.	Once	cell	phone	videos	
depicting	police	shootings	of	unarmed	young	black	men	started	to	go	viral,	the	general	public	began	to	pay	
attention	to	racial	inequalities	in	the	justice	system.	When	faced	with	visual	evidence	of	injustice,	it	is	harder,	
albeit	not	impossible,	for	the	public	to	identify	reasons	why	the	black	man	was	at	fault.	The	technical	capital	
of	cell	phone	videos	gives	rise	to	social	capital,	and	criminal	justice	reform	can	make	its	way	into	the	national	
agenda	(Shirky,	2008).
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	 Cell	phone	videos	often	are	used	as	graphic	evidence	of	injustice	within	the	judicial	system.	The	
striking	visuals	of	wrongdoing	provoke	a	visceral,	more	emotional	reaction	from	the	viewer	than	a	description	
of	the	same	event.	This	emotional	response	frames	the	issue	of	criminal	justice	as	a	question	of	deep-seated	
values	such	as	fairness,	equality,	and	compassion	rather	than	a	phlegmatic	public	policy	issue.	Emotional	
appeals	persuade	individuals	more	than	purely	intellectual	arguments	(Goleman,	2006).	The	emotional	
appeal	of	viral	cell	phone	footage	increases	support	for	and	the	salience	of	criminal	justice	reform	to	the	
viewer.	A	defining	characteristic	of	viral	videos	is	their	extremely	high	viewership	(Broxton,	2013).	
Widespread	viewership	rapidly	spreads	emotional	appeal	and	saliency	of	police	violence	across	the	
population.	This	results	in	an	aggregate	increase	in	public	support	and	political	momentum	for	criminal	
justice	reform.		
The	broader	question	is	whether	user-generated	media	can	place	a	social	justice	policy	on	the	political	
agenda.	Although	there	has	been	a	significant	body	of	literature	dedicated	to	examining	the	effects	of	the	
media	on	public	opinion	and	politics,	research	on	the	impact	of	citizen	journalism	and	other	user-generated	
content	in	the	political	arena	is	sparse.	This	study	contributes	to	the	field	of	political	communication	by	
illustrating	that	viral	user-generated	content	can	trigger	aggregate	shifts	in	public	opinion.	It	also	establishes	
that	agenda	setting,	a	political	communication	tool	traditionally	attributed	to	the	mass	media,	can	also	be	
achieved	by	anyone	with	a	modern	cell	phone	in	their	pocket	(Scheufele	and	Tewksbury,	2007).	Furthermore,	
it	provides	supporting	evidence	for	a	theory	of	electorate	pressure:	as	public	opinion	changes,	legislators	
change	their	behavior	to	reflect	the	opinion	of	their	electorate.		
THEORY	
Viral	cell	phone	footage	of	police	brutality	is	the	driver	behind	the	political	momentum	for	criminal	
justice	reform.	The	footage	functions	as	visual	evidence	of	injustice	perpetrated	by	law	enforcement,	and	it	
counteracts	the	underlying	social	narrative	that	the	victim	did	something	to	“deserve	it.”	Instead	of	leaving	
subjective	details	such	as	body	language,	tone,	and	intent	up	to	the	viewer’s	imagination,	viral	videos	allow
AJacob	 5	
the	audience	to	conclude	whether	the	victim	did	something	to	“deserve”	the	attack.	Additionally,	viewers	can	
use	the	visual	evidence	to	decide	for	themselves	whether	the	police	officer’s	personal	safety	is	truly	being	
threatened,	and	therefore	determine	whether	the	police	officer	is	actually	acting	in	“self-defense,”	a	
common	defense	law	enforcement	uses	following	the	deployment	of	lethal	force.		
Viewers	often	have	a	visceral	reaction	when	confronted	with	visual	evidence	of	this	gross	transgression.	
This	emotive	response	frames	the	issue	as	a	question	of	values	rather	than	a	question	of	passionless	public	
policy.	People	are	more	likely	to	change	their	opinion	of	a	policy	issue	based	on	emotional	appeal	than	they	
are	purely	intellectual	policy	arguments.	Thus,	people	who	view	the	cell	phone	footage	of	police	brutality	are	
more	likely	to	increase	their	support	for	criminal	justice	reform	and	increase	the	intensity	of	this	support	than	
people	who	did	not	watch	the	cell	phone	footage.		
Viral	videos,	by	definition,	are	widely	viewed	(Broxton,	2013).	Thus,	the	effects	of	viral	videos	
depicting	police	brutality	apply	to	a	wide	audience.	This	will	result	in	a	shift	in	aggregate	public	opinion	in	
favor	of	criminal	justice	reform,	and	increase	the	aggregate	salience	of	the	issue.	These	shifts	generate	
political	momentum.	The	political	momentum	created	through	public	opinion	shift	is	further	accelerated	by	
mobilization.	Viral	videos	mobilize	viewers	to	engage	directly	with	the	video	or	the	relevant	subject	area	
through	actions	such	as	“liking,”	sharing,	or	engaging	with	the	material	(Southgate,	2010).		This	has	two	
effects:	first,	it	continues	the	cycle	of	virality	by	spreading	it	to	new	viewers	and	therefore	amplifies	the	
effects	on	public	opinion.		Second,	online	engagement	can	lead	to	activism,	both	online	and	offline	(Harlow,	
2012).	Both	online	and	offline	activism	can	accelerate	political	momentum	by	drawing	the	attention	of	both	
the	public	and	key	decision	makers.			
• Hypothesis	1:	Cell	phone	footage	depicting	police	brutality	provokes	an	emotional	reaction	
in	viewers.
AJacob	 6	
• Hypothesis	2:	The	emotional	reaction	viewers	have	when	watching	cell	phone	footage	of	
police	brutality	causes	viewers	to	have	a	more	positive	view	of	criminal	justice	reform	than	if	
they	had	heard	of	the	same	instance	police	brutality	in	a	different	way.		
• Hypothesis	3:	Public	opinion	of	criminal	justice	reform	will	increase	in	both	direction	and	
salience	following	a	viral	cell	phone	video	of	police	brutality.	
To	test	my	first	hypothesis,	I	will	conduct	a	within-subject	experiment	to	measure	the	physiological	
response	to	police	brutality	footage.	Using	Mutz	and	Reeves’	method	of	using	electrodes	to	record	levels	of	
electrodermal	activity,	I	will	expose	subjects	to	researcher-created	“news	coverage”	of	four	independent	
incidents	of	police	brutality	(Mutz	and	Reeves,	2005).	Each	incident	will	have	two	videos:	one	segment	will	
feature	the	viral	video	itself,	and	the	newscaster	will	narrate	the	footage	as	it	plays.	The	second	segment	will	
feature	identical	audio,	but	the	newscaster	will	speak	directly	into	the	camera	and	no	cell	phone	footage	will	
be	shown.	Each	subject	will	see	all	four	incidents:	two	cell	phone	videos	and	two	newscaster-only	videos.	If	
the	subjects’	skin	conductance	is	much	higher	during	the	cell	phone	footage	segments	than	in	the	
newscaster-only	footage,	this	provides	evidence	for	my	first	hypothesis	that	cell	phone	footage	depicting	
police	brutality	provokes	an	emotional	reaction	in	viewers.	
To	test	my	second	hypothesis,	I	will	use	the	same	researcher-generated	“news	segments”	I	employed	in	
my	first	experiment.	This	time,	each	subject	will	be	randomly	assigned	to	one	of	three	groups:	test	group	1,	
test	group	2,	and	control	group.	Test	group	one	will	watch	all	four	news	segments	containing	the	cell	phone	
footage.	Test	group	two	will	watch	all	four	news	segments	containing	newscaster-only	footage.	The	control	
group	will	watch	four	videos	unrelated	to	police	brutality.	Following	the	treatment,	the	subjects	will	respond	
to	a	questionnaire	about	police	brutality	and	criminal	justice	reform.	If	the	survey	responses	reflect	a	
statistically	significant	difference	in	response	between	group	1	and	group	2,	this	provides	support	for	my	
hypothesis	that	the	emotional	reaction	viewers	have	when	watching	cell	phone	footage	of	police	brutality
AJacob	 7	
causes	viewers	to	have	a	more	positive	view	of	criminal	justice	reform	than	if	they	had	heard	of	the	same	
instance	police	brutality	in	a	different	way.		
To	test	my	third	hypothesis,	I	will	employ	a	forward-looking	research	design.	First,	I	will	establish	a	
threshold	for	virality.	Next,	I	will	conduct	a	biweekly	national	public	opinion	poll	to	create	a	baseline	number	
of	public	support	for	criminal	justice	reform.	This	national	poll	will	have	a	sample	large	enough	to	analyze	
public	opinion	on	a	congressional	district	level.	Simultaneously,	I	will	monitor	the	internet	for	any	viral	videos	
of	police	shootings.	Once	a	police	shooting	video	has	passed	the	threshold	for	going	viral,	I	will	immediately	
conduct	a	national	public	opinion	poll,	identical	to	the	baseline	poll,	to	determine	whether	public	opinion	has	
deviated	from	the	baseline.	If	aggregate	public	support	for	criminal	justice	reform	increases	after	the	cell	
phone	footage	goes	viral,	this	provides	support	for	my	third	hypothesis.	
	
LITERATURE	REVIEW	
	 Humans	may	create	technology,	but	technology	also	affects	humans.	From	communication	to	
commerce	to	creativity,	the	advent	of	the	Internet	has	radically	changed	human	society.	The	Internet	helped	
citizens	across	the	country	see	through	the	eyes	of	the	marginalized	by	virtually	eliminating	communication	
costs.	This	is	the	fuel	which	allows	reformist	flames	to	keep	on	burning,	enabling	criminal	justice	reform	to	
come	to	the	political	foreground	despite	being	a	cause	usually	championed	by	the	invisible	and	the	voiceless.	
	 Bruce	Bimber	introduced	many	important	concepts	to	modern	political	communication	in	writing	
Information	and	American	Democracy	(2003).	Terms	like	information	regimes	and	information	abundance	
serve	as	frames	to	better	understand	the	recent	digital	revolution	and	to	contextualize	it	with	past	
informational	revolutions.	Bimber	sees	information	environments	as	a	question	of	access	where	
communication	costs	are	constraints.	He	argues	that	in	the	fourth	information	regime	these	constraints	have
AJacob	 8	
been	lifted	--	we	are	no	longer	restricted	by	costly	information	environments.	Instead,	information	has	
become	variably	cheap	and	easily	distributed	around	the	world.		
Bimber’s	main	thesis	is	that	the	ease	with	which	we	receive	our	information	is	crucial	in	determining	
how	our	democracy	functions.	He	writes,	“Exogenous	changes	in	the	accessibility	or	structure	of	information	
cause	changes	in	the	structure	of	organizations	that	dominate	political	activity,	and	these	in	turn	affect	the	
broad	character	of	democracy,”	(Bimber,	2003).	There	are	sunk	resource	costs	(both	monetary	and	time	
opportunity	costs)	to	publishing	information,	but	in	the	fourth	information	regime	additional	viewership	adds	
no	supplementary	cost	—	essentially,	there	is	no	distribution	cost.	This	allows	for	exponentially	more	
opportunities	because	of	what	Bimber	sees	as	almost	unrestricted	access.	In	the	fourth	information	regime,	
information	about	police	brutality	can	be	universally	distributed	in	an	instant,	whereas	this	was	never	
possible	in	the	past.	This	instantaneous	distribution	enables	user-generated	cell	phone	footage	to	go	viral.		
Political	scientist	Jack	Walker	said	“Political	mobilization	is	seldom	spontaneous.	Before	any	large	
element	of	the	population	can	become	a	part	of	the	American	political	process,	organizations	must	be	
formed,	advocates	must	be	trained,	and	the	material	resources	needed	to	gain	the	attention	of	national	
policy-makers	must	be	gathered,”	(Bimber,	2003).	Although	this	still	holds	true,	the	process	has	been	
truncated.	Vertical	hierarchies	have	transitioned	into	horizontal	networks.	Issues	that	may	have	once	been	
local	concerns	can	rapidly	shift	to	national	or	even	global	magnitude	due	entirely	to	the	scalability	of	
communication.	Egalitarian	grassroots	movements	such	as	Black	Lives	Matter	can	garner	national	attention	
without	a	single	national	figurehead	or	any	sophisticated	organizational	structure.		
In	his	2008	book	Here	Comes	Everybody,	Clay	Shirky	conducts	a	quantitative	analysis	of	the	effects	of	the	
Internet	on	human	relationships	and	organizations	of	all	types.	He	employs	platforms	such	as	MySpace,	
Twitter,	Wikipedia,	YouTube,	WordPress,	and	Flickr,	to	name	a	few,	as	examples	of	the	Internet	bringing	
people	together	and	shifting	group	behavior.	As	institutions	increase	in	size,	the	transaction	costs	of	running	
the	institution	also	increase.	Shirky	calls	this	the	institutional	dilemma:	“[The	institution]	exists	to	take
AJacob	 9	
advantage	of	group	effort,	but	some	of	its	resources	are	drained	away	by	directing	that	effort,”	(Shirky,	
2008).	Electronic	networks	provide	communication	tools	which	collapse	transaction	costs.	Without	these	
constraints,	group-forming	becomes	“ridiculously	easy,”	(Shirky,	2008).	The	reduced	transaction	costs	of	
group-forming	are	immensely	beneficial	to	prosocial	causes	such	as	criminal	justice	reform,	which	have	great	
social	capital	but	usually	minimal	monetary	capital	behind	them.		
	 Viral.	Traditionally	used	to	refer	to	the	way	biological	viruses	replicate	and	spread,	the	word	has	
been	hijacked,	now	used	to	describe	patterns	of	exposure,	usually	in	the	context	of	social	media	and	the	
Internet.	It	remains	of	the	most	potent	social	impacts	of	the	Internet	on	human	communication.	Viral	video,	
particularly	on	YouTube,	allows	millions	of	people	from	around	the	world	to	simultaneously	see	the	same	
emotive	images.	
	 There	have	been	many	academic	definitions	of	viral	videos,	but	I	will	borrow	Tom	Broxton’s	broad	
description	of	the	phenomenon:	viral	videos	are	a	subset	of	highly	social	videos	that	rise	to	extreme	levels	of	
popularity	through	sharing.	According	to	Broxton’s	research,	viral	videos	have	some	unique	characteristics.	
Viral	videos	are	distinguishable	from	other	highly	popular	videos	by	the	method	by	which	they	are	
discovered.	Viral	videos	are	primarily	discovered	through	social	means,	such	as	a	link	shared	via	Facebook,	
Twitter,	email,	or	another	online	social	networking	platform.	Other	popular	videos	can	rise	in	popularity	
through	nonsocial	means	such	as	link	clicks	from	related	videos.		
The	mechanism	of	discovery	is	correlated	to	viewership	patterns.	Viral	videos	rise	and	fall	from	their	
peak	popularity	much	more	sharply	than	other	extremely	popular	videos	discovered	through	nonsocial	
means.	They	gain	traction	remarkably	quickly,	often	within	hours	of	initial	reports	on	social	media,	but	also	
fade	just	as	quickly.	Only	9%	of	the	top	videos	on	YouTube	remained	among	the	top	videos	the	following	
week	(Broxton,	2013).	In	contrast,	50%	of	top	mainstream	media	stories	remained	a	top	story	a	week	later.	
This	illustrates	that	viral	videos	have	an	incredibly	short	timeframe	to	leverage	shared	views.
AJacob	 10	
Certain	categories	of	videos	are	much	more	likely	to	go	viral	than	others.	“Nonprofits	and	activism”	
and	“news	and	politics”	are	the	second	and	third	highest	shared	categories,	respectively,	topped	only	by	
“pets	and	animals,”	(Broxton,	2013).	This	bodes	particularly	well	for	criminal	justice	reform	activists,	since	
police	brutality	videos	can	be	categorized	as	both	“activism”	and	“news	and	politics”	and	are	thus	
predisposed	to	virality.		
The	Internet	has	provided	both	everyday	citizens	and	political	organizers	with	a	tool	for	consuming	
and	disseminating	information	without	mediation	from	the	mainstream	media.	YouTube	has	had	a	flattening	
effect	on	politics.	As	a	free	distribution	channel,	the	website	is	a	low-cost	alternative	to	paid	advertising	or	
traditional	mainstream	media.	Researcher	Kristin	English	found	that	watching	political	videos	on	YouTube	
became	one	of	the	top	three	most	popular	online	political	activities	during	the	2008	presidential	campaign	
(English,	2011).	YouTube	videos	have	the	capacity	to	influence	the	political	attitudes	of	viewers.	The	evidence	
for	this	dates	back	to	the	2006	midterm	elections,	when	a	Virginia	Senate	race	was	transformed	by	viral	
footage	of	the	Republican	frontrunner	referring	to	an	Indian	college	student	as	a	“macaca,”	(English,	2011).	
This	has	an	egalitarian	impact	on	policy	because	it	lowers	the	barriers	to	disseminating	a	message.	For	groups	
which	have	been	consistently	underrepresented	and	ignored	by	political	elites,	this	technology	is	a	godsend.	
As	English	puts	it,	“Viral	videos	are	more	than	just	a	hot	topic	or	a	forward	from	all	of	one’s	friends;	they	can	
be	effectively	used	as	forms	of	online	political	information	produced	by	citizens	for	other	citizens,”	(English,	
2011).		
Some	view	viral	videos	as	free	advertising,	but	their	impact	surpasses	this.	Viral	videos	are	
consumed,	shared,	promoted,	discussed,	and	pursued	voluntarily	by	the	viewing	audience,	unlike	the	forced,	
paid	viewings	of	broadcast	or	print	advertisements.	Duncan	Southgate	explains	that	this	enables	wider	
potential	for	engagement	because	viewers	are	watching	of	their	own	volition	(Southgate,	2010).	They	are	
more	likely	to	interact	with	the	content	through	ratings	or	comments,	and	forward	the	video	to	their	social	
connections,	thereby	continuing	the	viral	cycle	(Southgate,	2010).
AJacob	 11	
Online	marketers,	communicators,	and	strategists	identify	the	benefits	of	viral	videos	and	ask	one	
question:	What	makes	it	go	viral?	In	truth,	no	one	really	knows.	There	is	no	hard-and-fast	rule	or	magic	code	
that	has	yet	been	discovered	to	creating	viral	content.	Scholars	such	as	Jonah	Berger	and	Katherine	Milkman	
have,	however,	been	able	to	identify	characteristics	of	viral	content	through	a	psychological	approach	to	
diffusion.	They	discovered	a	causal	relationship	between	physiological	arousal	and	virality.	Content	which	
evokes	high	arousal	of	the	viewer,	regardless	of	whether	the	emotions	associated	with	it	are	positive	(awe	or	
inspiration)	or	negative	(anger	or	anxiety),	is	more	viral	than	low-arousal	content	which	evokes	deactivating	
emotions	such	as	sadness	(Berger	and	Milkman,	2012).	This	is	because	physiological	arousal	is	a	state	of	
mobilization	which	increases	action-related	behaviors	such	as	sharing.	In	short,	arousal	leads	to	activism.		
This	is	promising	news	in	the	context	of	police	brutality	videos.	Cell	phone	footage	of	police	
shootings	or	beatings	of	unarmed	minorities	induces	anger	and	sometimes	bewilderment	in	the	viewer.	Both	
anger	and	bewilderment	are	high-arousal	emotions,	and	thus	the	audience	is	more	likely	to	engage	with	and	
share	these	videos	with	their	social	network.	Additionally,	police	brutality	videos	induce	outrage,	another	
strong	determinant	of	virality.	Lance	Porter	and	Guy	J.	Nolan	found	that	outrageous,	provocative	content	
such	as	sexuality,	humor,	violence,	and	nudity	greatly	improves	the	chance	of	a	video	going	viral	(Porter	and	
Nolan,	2006).	Police	brutality	videos	are,	by	definition,	always	violent,	and	thus	always	outrageous.	This,	
combined	with	their	categorization	as	“nonprofit	and	activism”	and	“news	and	politics,”	give	the	videos	a	
high	chance	of	going	viral.			
In	order	to	investigate	viral	videos,	one	must	set	a	threshold	for	virality.	In	order	to	set	a	threshold	
for	virality,	one	must	define	virality	itself.	Saleem	Alhabash	explains	that	there	are	three	main	approaches	to	
defining	virality:	access,	electronic	word-of-mouth,	and	engagement	(Alhabash,	2014).	Defining	virality	
through	access-based	mechanisms	such	as	click-through	rates	and	page	views	has	been	discarded	for	poor	
reliability	(Drèze	and	Hussherr,	2003).	Examining	virality	through	electronic	word-of-mouth	mechanisms	such	
as	content	sharing	through	social	media	neglects	other	behavioral	responses	such	as	liking	or	commenting
AJacob	 12	
which	can	be	significant	in	the	viral	cycle	(Eckler	and	Rodgers,	2014).	Using	engagement	to	define	virality	
takes	a	comprehensive	approach	to	online	behavior,	encompassing	accessing,	sharing,	liking/disliking,	and	
commenting	(Tucker,	2011).	Although	engagement	is	the	most	comprehensive	of	the	three	approaches	to	
virality,	it	also	has	limitations	because	it	is	difficult	to	define	and	measure.		
For	the	purpose	of	my	study,	I	will	establish	three	conditions	necessary	to	determine	a	threshold	for	
virality.	First,	the	video	must	appear	in	YouTube’s	top	100	most	viewed	videos	of	the	day	(Gill	et	al.,	2007).	
The	widespread	viewership	of	the	video	is	critical	to	the	study	because	any	video	which	impacts	public	
opinion	at	a	national	level	must	be	widely	viewed	across	the	country	rather	than	a	local	phenomenon.	Upon	
finding	a	cell	phone	video	of	police	brutality	in	YouTube’s	100	most	viewed,	this	video	will	be	cross-checked	
with	Twitter	and	Facebook	to	determine	whether	the	video	was	propagated	via	social	networks	in	an	
epidemic-like	fashion,	resulting	in	an	exponential	growth	in	viewership	(Crane,	2008).	Finally,	I	will	look	for	
other	engagement	measures	such	the	number	of	likes	or	dislikes	of	the	content	on	YouTube,	Facebook,	and	
Twitter	and	the	number	of	comments	on	the	original	video	or	on	social	media	posts	about	the	video.	If	the	
video	has	a	relatively	low	number	of	shares	and	low	engagement	via	likes	and	comments,	its	high	viewership	
is	not	sufficient	to	classify	it	as	a	viral	video.	This	is	because	my	definition	of	virality	classifies	viral	videos	as	
“highly	social,”	and	the	absence	of	social	engagement	via	social	media	indicates	that	a	video	rose	in	
popularity	through	non-social	means	(Broxton,	2013).		
The	videos	I	am	analyzing	are	not	my	own,	but	user-generated.	This	presents	a	major	limitation	in	my	
research	in	terms	of	analytics.	YouTube	users	have	access	to	a	large	amount	of	data	about	their	own	videos	
through	the	“Insights”	tab	on	their	account.	This	includes	views	over	time,	sources	of	traffic,	audience	
demographics,	geographic	impact,	social	shares,	engagement	(likes,	dislikes,	and	favorites)	and	audience	
retention.	Unfortunately,	few	of	these	statistics	are	available	to	external	parties.	However,	third-party	
providers	such	as	SharedCount.com	will	track	engagement	on	Facebook	(likes,	shares,	comments,	total),	
Google	+1	(number	of	+1s),	Pinterest	(pins),	and	LinkedIn	(shares).	Because	Twitter	has	discontinued	the
AJacob	 13	
Tweet	share	count	API,	it	is	more	difficult	to	obtain	statistics	on	Twitter,	but	manual	searches	and	services	
such	as	TweetDeck.com	can	be	used	to	obtain	data.		
Social	networking	sites	such	as	Facebook	and	Twitter	can	launch	and	accelerate	social	movements	by	
framing	an	issue	in	pro-social	terms	(Harlow,	2012).	Ellison	and	boyd	define	social	network	sites	(SNS)	“as	
web-based	services	that	allow	individuals	to	(1)	construct	a	public	or	semi-public	profile	within	a	bounded	
system,	(2)	articulate	a	list	of	other	users	with	whom	they	share	a	connection,	and	(3)	view	and	traverse	their	
list	of	connections	and	those	made	by	others	within	the	system,”	(Ellison,	2007).	Not	only	does	SNS	
technology	allow	users	to	find	and	engage	with	people	who	share	similar	views	on	criminal	justice	reform,	
but	users	can	actually	act	as	their	own	publishing	houses	and	propagate	a	media	frame	of	police	brutality	
videos	simply	by	posting	their	thoughts	on	the	video.	This	media	frame	is	made	immediately	available	to	all	
their	SNS	connections.		
When	viewers	engage	with	online	content	via	SNS,	they	are	more	likely	to	become	activists	of	the	
issue,	both	online	and	offline	(Harlow,	2012).	Activism	can	be	broadly	defined	as	“the	actions	of	a	group	of	
like-minded	individuals	coming	together	to	change	the	status	quo,	advocating	for	a	cause,	whether	local	or	
global,	and	whether	progressive	or	not	(Harlow,	2012;	Cammaerts,	2007;	Kahn	and	Kellner,	2004;	Lomicky	
and	Hogg,	2010).”		Black	Lives	Matter	and	the	modern	criminal	justice	reform	movement	can	both	be	
described	as	“networked	social	movements,”	defined	by	Castells	as	a	social	movement	based	on	cultural	
values	acting	through	a	loose	and	semi-spontaneous	coalition	coordinating	via	the	internet	(Castells,	2001).	
Networked	social	movements	also	often	begin	with	a	local	cause,	i.e.	an	isolated	police	shooting,	but	aim	
globally,	i.e.	national	criminal	justice	reform	(Castells,	2001).		
Some	vocal	critics	have	stated	that	social	networks	will	never	be	a	source	of	substantive	social	
change.	In	the	words	of	Malcom	Gladwell,	“Facebook	activism	succeeds	not	by	motivating	people	to	make	a	
real	sacrifice	but	by	motivating	them	to	do	the	things	that	people	do	when	they	are	not	motivated	enough	to
AJacob	 14	
make	a	real	sacrifice,”	(Gladwell,	2010).	This	slovenly,	superficial	form	of	political	engagement	has	earned	the	
title	of	“slacktivism.”	Slacktivism	can	be	defined	as	“a	willingness	to	perform	a	relatively	costless,	token	
display	of	support	for	a	social	cause,	with	an	accompanying	lack	of	willingness	to	devote	significant	effort	to	
enact	meaningful	change,”	(Kristofferson	and	White,	2014).		
Slacktivism	often	operates	through	the	propagation	of	internet	memes.	When	most	people	think	of	
memes,	they	think	of	photographs	or	cartoons	embellished	with	texts.	In	actuality,	a	meme	is	a	unit	of	
information	which	spreads	virally,	able	to	“infect”	a	hosts	who	then	assists	the	meme	in	its	replication	–	
Richard	Dawkins	described	this	as	a	literal	parasitism	of	the	brain	(Vie,	2014;	Dawkins,	2006).	Examples	of	
memes	in	slacktivism	include	using	a	hashtag	or	changing	one’s	profile	picture	to	a	promoted	image.		
Slacktivism	is	a	pejorative	term,	but	it	has	benefits.	Principally,	slacktivism	enables	a	group	to	expand	
rapidly	in	size	in	a	cost-effective	manner.	Participation	in	online	groups	has	also	been	found	to	strengthen	a	
collective	identity,	even	if	it	does	not	translate	to	offline	action	(Wojcieszak,	2009).	A	public	display	of	a	
massive	group	identity	draws	attention	to	an	issue	where	it	may	have	gone	unnoticed.	Furthermore,	“even	
seemingly	insignificant	moves	such	as	adopting	a	logo	and	displaying	it	online	can	serve	to	combat	
microaggressions,	or	the	damaging	results	of	everyday	bias	and	discrimination	against	marginalized	groups,”	
(Vie,	2014).		
The	Black	Lives	Matter	movement	is	a	prime	example	of	meme-generated	slacktivism	translating	into	
real	political	change.	Black	Lives	Matter	began	as	a	hashtag,	transitioned	into	in-person	protests	and	rallies,	
and	ultimately	gained	enough	authority	to	effectively	strong-arm	presidential	candidates	into	publicly	stating	
their	positions	on	BLM	issues	such	as	police	brutality,	racial	profiling,	and	criminal	justice	reform.	
The	longevity	and	repetition	of	a	meme	play	a	strong	role	in	its	ability	to	influence	others	(Vie,	2014).	
This	is	exemplified	in	the	Black	Lives	Matter	movement.	Perhaps	the	meme	of	#blacklivesmatter	would	not	
have	had	much	longevity	if	it	had	been	one	isolated	incident,	the	acquittal	of	George	Zimmerman	in	the
AJacob	 15	
shooting	of	Trayvon	Martin	in	2013.	It	was	the	repetition	of	police	violence	which	lent	the	hashtag	longevity	
and	therefore	influence,	ultimately	creating	an	international	movement.	
The	current	influence	of	Black	Lives	Matter	is	impressive.	It	has	attracted	support	from	presidential	
candidates	on	both	sides	of	the	aisle.	In	August	2015,	the	Democratic	National	Committee	passed	a	
resolution	in	support	of	Black	Lives	Matter,	stating	“[T]he	DNC	joins	with	Americans	across	the	country	in	
affirming	‘Black	lives	matter’	and	the	‘say	her	name’	efforts	to	make	visible	the	pain	of	our	fellow	and	sister	
Americans	as	they	condemn	extrajudicial	killings	of	unarmed	African	American	men,	women	and	children,”	
(Seitz-Wald,	2015).	In	the	first	Democratic	presidential	debate,	the	candidates	were	asked,	“do	black	lives	
matter,	or	do	all	lives	matter?”	(Flores,	2015).	Black	Lives	Matter	is	the	perfect	example	of	online	virality	
harnessed	into	political	action,	and	sets	a	strong	precedent	for	this	research.	
	 My	research	contributes	to	the	field	of	political	communication	by	exploring	the	agenda	setting	and	
priming	effects	of	citizen	journalism	on	a	population.	Agenda-setting	relies	on	the	assumption	that	the	
population	depends	on	the	media	for	awareness	of	events	beyond	their	personal	experience,	and	the	media,	
in	turn,	focuses	the	public’s	attention	on	some	particular	issue	(Sears	and	Kosterman,	1994).	Scheufele	and	
Tewksbury	(2007)	define	agenda	setting	as	“the	idea	that	there	is	a	strong	correlation	between	the	emphasis	
that	mass	media	place	on	certain	issues	(e.g.,	based	on	relative	placement	or	amount	of	coverage)	and	the	
importance	attributed	to	these	issues	by	mass	audiences.”	Priming	refers	to	“changes	in	the	standards	that	
people	use	to	make	political	evaluations”	and	“occurs	when	news	content	suggests	to	news	audiences	that	
they	ought	to	use	specific	issues	as	benchmarks	for	evaluating	the	performance	of	leaders	and	governments,”	
(Scheufele	and	Tewksbury).	Both	agenda	setting	and	priming	are	accessibility-based	models	that	are	centered	
around	using	memory	to	process	information.	The	effect	isn’t	carried	by	the	information	spread	about	the	
issue,	but	rather	the	fact	that	the	issue	has	“received	a	certain	amount	of	processing	time	and	attention,”	
(Scheufele	and	Tewksbury).
AJacob	 16	
	 Scheufele	and	Tewksbury	explain	that	agenda	setting	determines	whether	we	think	about	an	issue,	
and	priming	changes	the	way	we	think	about	it.	The	effects	of	agenda	setting	and	priming	have	been	
attributed	to	the	mainstream	media,	however,	videos	of	police	brutality	are	normally	produced	by	citizen	
journalists	who	are	on	the	ground	witness	the	incidents.	The	mainstream	media	only	cover	acts	of	police	
brutality	after	they	have	already	gone	viral	on	social	media,	independently	garnering	public	attention.	In	
these	cases,	the	mainstream	media	is	simply	hopping	on	the	bandwagon	with	their	coverage	rather	than	
actively	investigating	and	reporting	on	incidents	as	they	occur	(Finnie,	2015).	If	my	national	survey	reflects	a	
shift	in	public	opinion	about	criminal	justice	reform	after	a	user-generated	video	of	police	brutality	goes	viral,	
this	provides	evidence	that	agenda	setting	and	priming	effect	are	not	just	byproducts	of	the	mainstream	
media,	but	of	citizen	journalists	in	the	21st
	century.		
If	my	research	establishes	agenda	setting	and	priming	effects	of	citizen	journalism,	this	also	explains	
the	change	in	what	mainstream	news	organizations	consider	“newsworthy.”	Historically,	mainstream	media	
coverage	of	police	brutality	has	been	episodic	and	typically	fits	a	specific	pattern:	police	kill	someone	without	
cause;	communities	organize	mass	protests	in	response,	which	are	largely	ignored	by	mainstream	media	until	
some	protests	turn	into	riots;	and	then	the	story	becomes	“newsworthy”	(Finnie,	2015).	Traditional	media	
usually	group	the	protesters	and	rioters	together,	and	usually	only	cover	young	black	men	killed	by	police,	
often	excluding	people	who	are	attacked	but	not	killed,	women	of	color,	or	transgender	individuals	(Finnie,	
2015).	Information-sharing	via	online	social	networks,	however,	has	undermined	the	gatekeeping	ability	of	
traditional	media	organizations	and	amplified	audience	gatekeeping	(Kwon	et	al.,	2012).		
Since	mainstream	media	tend	to	rely	on	known	authoritative	sources,	such	as	police	departments,	
they	usually	portray	the	law	enforcement	narrative	as	the	truth	(Sigal,	1996).	In	contrast,	user-generated	cell	
phone	footage	usually	depicts	the	same	incident	through	the	lens	of	a	third-party	observer	who	has	no	elite	
or	authoritative	affiliation	and	is	often	perceived	by	the	media	consumer	as	an	unbiased,	independent	source	
of	accurate	information	free	of	political	agendas	(Hamilton,	2013).	Since	the	viewer	can	“witness”	the
AJacob	 17	
incident	with	their	own	eyes	through	footage	filmed	firsthand,	rather	than	information	pieced	together	
retroactively	by	a	reporter,	they	are	more	likely	to	view	the	cell	phone	footage	as	an	unbiased	representation	
of	events.	This	lends	credibility	to	a	victim’s	version	of	events	and	causes	public	skepticism	to	wane	over	
time,	allowing	a	thematic	frame	to	emerge	(Finnie,	2015).	The	victim	is	no	longer	burdened	with	societal	
assumptions	of	guilt.	Thanks	to	cell	phone	technology,	citizens	today	are	better	equipped	to	capture	video	of	
police	misconduct	and	disseminate	this	footage.	When	footage	of	these	incidents	repeatedly	go	viral,	it	
increases	the	accessibility	of	police	brutality	incidents	in	the	public	memory.	This	change	can	manifest	itself	in	
agenda	setting	and	priming	effects.		
It	is	important	to	note	that	reliable,	measurable	agenda	setting	effects	emerge	primarily	under	
conditions	of	massive	exposure	due	to	low	levels	of	public	attention	(Sears	and	Kosterman,	1994).	Any	
incident	covered	by	citizen	journalists	which	generates	massive	exposure	will	undoubtedly	be	covered	by	
traditional	media	as	well,	since	it	is	clearly	a	newsworthy	incident.	This	makes	it	challenging	to	isolate	the	
agenda	setting	effects	of	citizen	journalists,	since	mainstream	media	also	add	to	the	information	
environment.	Nonetheless,	citizen	journalists	have	a	much	greater	opportunity	to	report	on	incidents	
firsthand	and	usually	trigger	mainstream	media	coverage	later	on.	Thus,	the	effect	is	still	important	to	
measure.		
	 Research	indicates	that	agenda	setting	may	not	only	affect	what	we	think	about,	but	also	what	we	
think	(Weaver,	1991).	Salience	is	defined	as	the	importance	of	an	issue	to	an	individual	and	the	degree	to	
which	the	individual	views	the	issue	as	a	problem	(Wlezien,	2005).	Although	some	scholars	have	tied	salience	
to	direction,	I	accept	a	classical	interpretation	of	salience	that	separates	salience	from	the	direction	of	
opinion	for	the	purposes	of	this	research	due	to	the	divergence	of	policy	preferences	around	the	area	of	
criminal	justice	(Humphreys	and	Garry,	2000).	Issue	salience	correlates	with	knowledge	of	the	issue,	strength	
and	direction	of	opinion	regarding	solutions	to	the	issue,	and	political	behavior	related	to	the	issue	(Weaver,	
1991).	Since	salience	correlates	with	political	behavior,	and	political	behavior	aggregates	to	political
AJacob	 18	
momentum,	I	viewed	a	change	in	salience	as	an	important	factor	driving	political	momentum	behind	criminal	
justice	reform.	To	measure	a	change	in	salience	across	the	population,	I	made	it	a	critical	part	of	my	
questionnaire.		
	 Social	or	political	momentum,	sometimes	colloquially	referred	to	as	“Big	Mo,”	is	defined	as	“the	
psychological	processes	that	lead	people	to	display	bandwagon	behavior,”	(Kenney	and	Rice,	1994).		The	
bandwagon	effect	is	characterized	by	the	probability	of	individual	adoption	increasing	with	respect	to	the	
proportion	who	have	already	done	so	(Coleman,	2003).	Psychological	causes	of	political	momentum	include	
contagion,	strategic	voting,	and	cue-taking	(Bartels,	1988).	With	respect	to	police	brutality	and	criminal	
justice	reform,	information	availability	may	also	trigger	political	momentum:	when	“new”	information	about	
police	brutality	is	made	widely	available	to	the	population	through	viral	videos,	citizen	journalism,	and	
mainstream	media,	this	may	cause	some	individuals	to	change	their	opinions	on	an	issue.	This	could	trigger	
an	information	cascade	in	others,	when	people	“abandon	their	own	information	in	favor	of	inferences	based	
on	earlier	people’s	actions,”	(Easley,	2010).	This	bandwagon	effect	has	profound	outcomes	in	political	
behavior.		
	 Recently,	the	term	“viral	politics”	has	been	used	to	describe	political	momentum	generated	through	
social	networks.	Political	entrepreneurs,	most	often	individuals	who	are	directly	affected	by	a	political	event	
or	phenomenon	(the	“victims”)	or	organizations	devoted	to	a	particular	cause,	spread	information	and	media	
content	to	wider	groups	of	people	through	personal	interconnectedness	(Gustafsson,	2009).	If	these	political	
entrepreneurs	are	successful,	this	will	create	a	feedback	loop	and	cause	the	movement	to	spread	rapidly,	
ultimately	influencing	the	formal	political	system	both	directly	through	personal	contacts	with	media	
representatives	and	indirectly	through	the	feedback	loop	of	mainstream	media	(Gustafsson,	2009).	In	the	
viral	politics	model,	a	few	individuals	(political	entrepreneurs)	invest	a	large	amount	of	time	in	a	political	
cause	and	form	a	temporal	elite	associated	with	the	cause,	and	spread	information	through	their	social	
networks.	Some	information	receivers	will	feel	galvanized	to	join	the	temporal	elite	and	lead	the	cause,
AJacob	 19	
others	will	invest	some	time,	and	most	people	will	do	little	or	nothing.	The	flexibility	of	commitment	is	
attractive	to	participants.		
I	believe	viral	politics	present	a	strong	model	to	analyze	the	criminal	justice	reform	movement.	At	
the	heart	of	the	movement	are	temporal	elites	such	as	Black	Lives	Matter,	legislators	sponsoring	reform	bills	
on	the	federal,	state,	and	local	level,	and	advocacy	organizations	that	spread	awareness	and	promote	the	
cause.	As	these	temporal	elites	engage	with	their	social	networks	to	further	the	cause,	this	engagement	
promotes	both	a	shift	in	public	opinion	due	to	bandwagon	effects	and	information	cascades	as	well	as		formal	
political	action.		
RESEARCH	DESIGN	
I	will	use	three	different	study	designs	to	test	my	three	hypotheses.		
For	my	first	hypothesis	I	want	to	examine	the	emotional,	gut-level	response	to	viewing	police	
brutality.	I	will	test	this	hypothesis	with	an	experimental	design	which	will	appraise	a	viewer’s	emotional	
response	by	analyzing	physiological	reactions,	specifically	electrodermal	activity,	also	known	as	skin	
conductance.	Electrodermal	activity	(EDA)	has	been	a	widely	accepted	and	widely	used	response	system	in	
the	field	of	psychophysiology	to	reflect	emotion,	arousal,	and	attention	(Dawson,	Schell,	and	Filion,	2000).		
EDA	provides	a	direct	and	undiluted	representation	of	sympathetic	activity,	and	its	presence	is	discriminable	
enough	to	be	determined	in	a	single	stimulus	(Dawson,	Schell,	and	Filion,	2000).	Additionally,	EDA	is	primarily	
influenced	by	the	neuropsycholigical	inhibition	system	which	responds	to	anxiety	and	punishment,	thus	the	
experiment	can	establish	that	the	subject	is	having	a	negative	reaction	to	the	videos	rather	than	simply	being	
aroused	or	excited	by	the	violence	(Dawson,	Schell,	and	Filion,	2000).	EDA	has	been	used	by	many	
researchers	to	study	arousal	responses	to	media	(Mutz	and	Reeves,	2005;	Lang	2000;	Reeves	et	al.	1999).
AJacob	 20	
I	will	use	Mutz	and	Reeves’	method	as	a	model	for	my	experiment.	Due	to	the	large	variance	in	skin	
conductance	between	humans,	I	will	follow	Mutz	and	Reeves’	example	and	design	a	within-subject	
experiment	that	eliminates	variance	between	subjects	as	a	confounding	factor.	This	will	also	help	me	obtain	
findings	from	a	smaller	sample	of	test	subjects.	I	will	aim	to	recruit	a	sample	of	at	least	50	participants	to	
minimize	my	margin	of	error,	but	Mutz	and	Reeves’	used	a	sample	of	just	16,	thus	I	can	fall	back	on	a	lower	
number	if	I	do	not	reach	my	goal	of	recruiting	50	subjects.		
I	will	recruit	my	subjects	using	free	direct	advertising	such	as	posting	flyers	on	community	boards	or	
on	college	campuses.	A	copy	of	this	flyer	will	be	sent	to	the	IRB	for	approval,	with	verification	that	I	have	
permission	from	the	university	to	recruit.	I	will	also	send	a	letter	to	colleagues	in	the	Political	Communication	
department	asking	for	referrals	of	eligible	subjects	who	may	be	interested	in	the	study,	and	I	may	request	
that	they	give	a	small	amount	of	extra	credit	in	exchange	for	participation	in	the	study.	I	will	not	contact	
students	directly.	To	incentivize	participation	among	non-students,	subjects	will	also	be	entered	to	win	a	$25	
Amazon	gift	card.	
In	preparation	for	the	experiment,	I	will	produce	eight	videos	designed	to	simulate	televised	news	
coverage	of	police	brutality.	There	will	be	four	scenarios	that	my	videos	will	be	designed	around.	Each	
scenario	will	be	a	real	instance	of	police	brutality	captured	by	cell	phone	footage	that	went	viral.	The	
scenarios	will	each	have	two	corresponding	videos.	One	video	will	feature	the	actual	cell	phone	footage	from	
the	incident.	An	actor	posed	as	the	newscaster	will	narrate	the	footage	as	the	footage	plays	on	screen.	The	
other	video	will	feature	the	same	newscaster	and	the	same	script,	but	the	cell	phone	footage	will	not	be	
shown.	Instead,	the	newscaster	will	be	speaking	directly	into	the	camera.	This	experimental	design	will	certify	
that	the	visual	display	is	the	only	independent	variable	being	tested	–	the	audio	and	subject	matter	will	
remain	the	same.	There	will	be	four	cell	phone	footage	videos	and	four	newscaster	videos	in	total.	Each	
subject	will	be	shown	two	cell	phone	videos	and	two	newscaster	videos.	This	ensures	that	the	subjects	will	
not	be	exposed	to	the	same	incident	twice,	which	could	confound	the	EDA	results	since	the	subjects	would
AJacob	 21	
be	familiar	with	the	material	and	therefore	be	less	aroused.	The	order	of	the	segments	will	be	randomized	to	
cancel	out	any	potential	order	effects.	Groups	will	be	randomly	assigned.	
In	my	experiment,	the	subjects	will	watch	the	video	alone	in	a	windowless	room,	sitting	at	a	desk	
with	a	23-inch	computer	monitor,	which	will	play	the	videos	for	the	subject.	It	is	important	that	the	size	of	
the	screen	and	distance	from	the	screen	remain	constant,	as	they	have	been	proven	to	affect	EDA	readings	of	
arousal	(Reeves	et	al.,	1999).	The	23-inch	computer	monitor	size	was	selected	because	it	is	the	average	
computer	monitor	size	for	desktop	computers.	The	subjects	will	be	attached	to	an	electrodermal	meter.	The	
meter	will	have	two	sensors	which	will	be	wrapped	around	the	subject’	left	index	and	ring	fingers.	The	meter	
will	collect	three	hundred	data	points	for	skin	conductance	across	a	five-minute	period	(Mutz	and	Reeves,	
2005).	These	data	points	will	be	plotted	and	analyzed.		
The	situational	specifics	of	the	experiment	do	pose	some	threats	to	external	validity	that	could	
potentially	limit	the	generalizability	of	the	study.	The	clinical	setting	does	not	reflect	how	most	people	would	
typically	view	the	viral	videos	in	their	daily	lives.	However,	the	within-subject	research	design	will	mitigate	
the	threat	by	increasing	the	internal	validity	of	the	study	because	the	subjects’	responses	to	the	treatments	
are	compared	against	themselves.	The	situational	specifics	are	held	constant,	and	so	each	subject	will	be	
exposed	to	the	treatments	in	the	same	environment.	In	future	studies,	researchers	may	choose	to	make	the	
setting	less	clinical	and	more	natural	for	the	subjects	to	enhance	external	validity,	but	in	this	initial	research	it	
is	important	to	hold	variables	such	as	screen	size,	distance	from	the	screen,	and	external	distractions	as	
constant	as	possible	to	eliminate	risks	of	confounding	variables.		
If	my	theory	is	correct,	viewing	cell	phone	footage	of	police	brutality	should	cause	a	greater	
physiological	reaction	than	watching	a	newscaster	describe	the	same	scene,	“even	though	it	makes	no	
apparent	sense	to	prepare	for	action	in	response	to	mere	pictures….	[The	violence]	obviously	cannot	burst	
through	[the	television]	to	threaten	us,	yet	our	brains	respond	as	if	this	were	exactly	what	might	happen,”
AJacob	 22	
(Muntz	and	Reeves,	2005).	I	predict	that	the	segments	with	the	cell	phone	footage	will	produce	more	
physiological	arousal	than	the	newscaster-only	segments.	
	 For	my	second	hypothesis,	I	want	to	build	on	my	findings	from	my	first	hypothesis	and	prove	that	the	
unique	emotional	reaction	viewers	have	from	watching	cell	phone	footage	of	police	brutality	leads	to	a	more	
sympathetic	view	of	criminal	justice	reform	policies.	I	will	use	the	same	researcher-generated	television	
“news	segments”	that	I	used	in	my	first	experiment,	and	I	will	also	use	the	same	recruitment	methodology.	
This	time,	each	subject	will	view	either	all	the	cell	phone	footage	segments	or	all	the	newscaster-only	
footage.	A	third	group,	the	control	group,	will	watch	four	news	segments	completely	unrelated	to	crime.			
	 Following	the	treatment,	the	subjects	will	answer	a	questionnaire	themselves.	The	questionnaire	
asks	only	close-ended	questions	primarily	focused	on	opinions	and	attitudes	of	the	respondents	with	
exhaustive	and	mutually	exclusive	answer	choices,	thus	the	presence	of	an	interviewer	is	not	necessary.	
Additionally,	participants	may	complete	the	survey	more	honestly	in	absence	of	an	interviewer,	potentially	
minimizing	response	bias.	None	of	the	questions	are	taxing	on	the	respondent’s	memory.	The	questionnaire	
begins	by	asking	for	the	respondent’s	position	on	popular	criminal	justice	reform	issues,	such	as	the	death	
penalty,	solitary	confinement,	racial	profiling,	excessive	sentencing,	and	mass	incarceration.	After	each	policy	
question,	the	respondent	is	also	asked	how	important	the	issue	is	to	him	or	her.	This	is	designed	to	
determine	the	salience	of	criminal	justice	issues	to	the	respondent.	Salience	can	be	described	as	the	
importance	individual	voters	attach	to	different	issues	(Berelson	et	al.,	1954).	The	salience	of	an	issue	is	
important	to	my	broader	research	question	because	salience	is	an	important	driver	of	political	momentum.	
When	political	issues	are	more	salient	to	a	citizen,	he	or	she	is	more	likely	to	act	on	them,	which	causes	
political	momentum	to	build.
AJacob	 23	
Following	the	policy	questions,	I	ask	about	the	respondent’s	view	of	the	police.	The	questions	begin	
on	the	micro	level,	focusing	on	the	role	of	the	police	in	the	respondent’s	community,	and	then	expands	to	
macro,	asking	the	respondent’s	views	on	of	race	in	policing	practices.	Many	of	these	questions	have	been	
pulled	from	national	surveys	conducted	by	CBS,	the	New	York	Times,	ABC	News,	and	the	Washington	Post.	
This	allows	me	to	compare	my	results	to	previous	polling	to	ensure	that	my	survey	is	valid.	A	copy	of	my	
survey	questions	follow.		
The	survey	concludes	by	asking	basic	demographic	information	such	as	sex,	age,	ethnicity,	education,	
religion,	and	political	affiliation.	Political	affiliation	and	ethnicity	are	of	particular	interest,	as	they	may	
illustrate	deviating	trends	in	public	opinion	between	demographics.	For	example,	previous	public	opinion	
polls	have	illustrated	a	deviation	in	responses	between	different	races	regarding	criminal	justice	issues	
(PollingReport.com).	Since	the	demographic	characteristics	of	an	individual	may	influence	their	responses	to	
the	survey,	I	am	placing	the	demographic	questions	at	the	end	of	the	survey	so	that	respondents	are	not	
primed	with	their	own	demographic	characteristics,	which	could	cause	them	to	respond	to	the	questions	
differently.		
After	I	receive	my	survey	responses,	I	will	catalogue	them	and	analyze	them	using	a	two-sample	t-
test.	If	there	is	a	statistically	significant	variation	between	the	two	treatment	groups,	I	have	support	for	my	
hypothesis	that	the	emotional	reaction	viewers	have	when	watching	cell	phone	footage	of	police	brutality	
creates	a	more	positive	view	of	criminal	justice	reform	than	hearing	about	the	same	event	without	seeing	the	
first-hand	video.		
To	test	my	third	hypothesis,	I	will	conduct	a	survey	employing	a	forward-looking	research	design.	My	
survey	design	will	be	descriptive,	which	“provides	precise	measurement	of	variables	that	may	be	important	in	
theorizing	but	provides	no	basis	for	making	causal	inferences,”	(Manheim,	2011).	I	will	survey	the	nation	
biweekly	for	a	baseline	number	and	then	immediately	after	a	cell	phone	video	of	police	brutality	passes	the
AJacob	 24	
threshold	for	virality.	I	will	then	compare	the	post-viral	data	to	the	last	baseline	survey	data	and	use	a	two-
sample	t-test	to	determine	whether	the	data	is	statistically	different.		
The	research	is	a	longitudinal	trend	study	that	repeatedly	pulls	cross-sectional	data	from	the	
population	through	biweekly	national	polling.	I	first	establish	a	baseline	of	public	support	for	criminal	justice	
reform	through	a	national	poll.	Samples	are	pulled	from	the	national	population	through	a	stratified	random	
sampling	design.	This	process	is	repeated	biweekly	to	establish	a	longitudinal	trend.	Each	strata	will	be	polled	
using	a	simple	random	sample.	Survey	respondents	will	be	selected	at	random	from	the	sampling	frame.	My	
sample	size	for	each	survey	will	be	1,500.	Although	my	samples	will	be	cross-sectional	and	consist	of	different	
individuals	every	two	weeks,	the	stratified	random	sampling	method	ensures	that	the	survey	is	nonetheless	
representative	of	the	population.	The	questions	will	not	vary	in	content	or	order	between	surveys.		
The	population	will	be	stratified	by	race	because	I	want	to	over-sample	minorities	relative	to	their	
size	in	the	population.	My	research	and	previous	polling	data	indicates	that	race	may	be	an	important	
demographic	variable	in	opinion	formation	about	criminal	justice	issues:	there	is	often	a	statistically	
significant	difference	between	the	responses	of	whites	and	the	responses	of	minorities	(PollingReport.com).	
This	leads	me	to	believe	that	minorities	are	an	important	group	and	I	want	to	ensure	the	sample	size	is	
sufficiently	large.	
The	survey	will	be	conducted	as	Computer-Assisted	Telephone	Interviews	(CATI)	using	a	random	digit	
sample	of	landline	and	cellphone	numbers	in	the	continental	United	States.	As	the	Pew	Research	Center	
explains,	random	digit	dialing	ensures	that	all	telephone	numbers	in	the	U.S.	have	a	known	chance	of	being	
included	(Pew	Research	Center,	2015).	Telephone	surveys	are	less	expensive	and	simpler	to	carry	out	than	in-
person	interviews,	and	have	better	response	rates	than	mail	surveys.	Additionally,	the	presence	of	an	
interviewer	can	increase	cooperation	and	provide	immediate	clarification	(Ferber,	1980).	However,	not	all	
people	have	telephones,	and	those	who	do	not	generally	come	from	lower-income	households	(Ferber,	
1980).	Thus,	one	limitation	of	my	study	is	that	it	does	not	sufficiently	represent	low-income	population.
AJacob	 25	
All	interviewers	will	be	trained	for	the	study	and	required	to	take	a	strict	oath	of	confidentiality	prior	
to	interviewing	any	respondent.	All	interviewers	will	be	supervised	by	senior	personnel.	My	survey	will	also	
comply	with	confidentiality	safeguards	by	using	only	number	codes	to	link	the	respondent	to	a	given	
questionnaire;	the	name-to-code	linkage	information	will	be	stored	separately	from	the	questionnaire,	under	
lock-and-key	(Ferber,	1980).	I	will	take	necessary	measures	to	keep	my	response	rate	high,	such	as	following	
up	with	non-respondents	and	calling	at	different	times	of	the	day.		
I	will	monitor	traditional	and	social	media	for	viral	videos	of	police	brutality.	I	have	two	preconditions	
to	determine	a	threshold	for	virality.	First,	the	video	must	appear	in	YouTube’s	top	100	most	viewed	videos	of	
the	day	(Gill	et	al.,	2007).	This	list	will	be	checked	at	noon	daily.	Second,	there	must	be	high	social	
engagement	because	viral	videos	are,	by	definition,	highly	social	(Broxton,	2013).		Once	a	cell	phone	video	of	
police	brutality	appears	in	YouTube’s	100	most	viewed,	I	will	check	for	engagement	via	social	networks.	I	will	
use	SharedCount.com	to	track	engagement	via	Facebook	(likes,	shares,	comments),	Google	+	(+1s),	Pinterest	
(pins),	and	LinkedIn	(shares).	I	will	use	TweetDeck.com	to	monitor	engagement	via	Twitter	(tweets,	retweets,	
favorites).		
If	there	is	a	high	level	of	online	engagement,	this	indicates	that	the	video	was	propagated	via	social	
networks	and	resulted	in	the	exponential	viewership	pattern	necessary	for	virality	(Crane,	2008).	If	there	is	a	
low	level	of	online	engagement,	the	video	likely	rose	in	popularity	through	non-social	means,	and	cannot	be	
considered	“viral,”	(Broxton,	2013).	Thus,	I	will	exclude	videos	with	high	viewership	but	low	online	
engagement	from	my	study	since	they	do	not	fit	within	the	parameters	of	a	truly	“viral”	video	according	to	
accepted	academic	definitions	that	emphasize	social	interaction	(Broxton,	2013).		
Once	I	have	determined	a	video	is	“viral,”	I	will	wait	for	the	virality	to	peak.	As	soon	as	the	video	has	
been	classified	as	“viral,”	I	will	determine	the	increase	in	views	per	day.	When	the	rate	of	views	per	day	has	
decreased	for	three	consecutive	days,	the	video	can	safely	be	considered	“peaked.”	After	a	video	has	peaked,	
I	will	immediately	redistribute	the	same	survey	I	used	in	my	longitudinal	trend	study.	The	sampling	method
AJacob	 26	
and	survey	questions	will	remain	the	same.	I	will	then	collect	the	data	and	compare	it	to	the	last	biweekly	
survey	data	collected	using	a	two-sample	t-test.	A	two-sample	t-test	will	be	able	to	tell	me,	with	statistical	
certainty,	whether	there	is	a	significant	difference	in	response	for	each	question.	A	statistically	significant	
difference	in	responses	does	not	indicate	a	causal	relationship	between	the	pre-viral	data	and	post-viral	
video	data,	but	does	support	my	hypothesis	that	public	opinion	of	criminal	justice	reform	will	increase	in	both	
direction	and	salience	following	a	viral	cell	phone	video	of	police	brutality.		
Before	I	am	able	to	begin	my	experimentation,	I	must	receive	approval	from	the	Internal	Review	Board	of	
the	George	Washington	University,	as	I	am	using	human	subjects	in	my	experimental	design.	I	have	made	
several	considerations	to	obtain	IRB	approval.	The	duration	of	both	experiments	is	short.	The	videos	will	each	
be	less	than	3	minutes	long,	thus	the	exposure	to	the	treatment	will	be	less	than	12	minutes	altogether	for	
either	experiment.	Furthermore,	the	treatment	–	exposure	to	viral	police	brutality	videos	–	is	something	that	
the	subjects	could	easily	come	into	contact	with	while	going	about	their	everyday	life.	There	is	minimal	
exposure	to	dangerous	or	harmful	information	that	the	subjects	would	not	be	otherwise	exposed	to,	since	
the	viral	videos	used	in	my	study	are,	by	definition,	widely	viewed	by	the	population.	The	benefits	of	this	
research	to	the	field	of	political	communication	will	outweigh	the	minimal	potential	for	harm	posed	to	
subjects.	
I	will	take	further	cautionary	measures	in	my	Exclusion	Criteria.	My	Exclusion	Criteria	for	subjects	
includes	a	history	of	clinically	high	anxiety	or	PTSD.	Individuals	with	clinically	high	anxiety	or	PTSD	may	be	
sensitive	to	the	violence	displayed	in	the	cell	phone	footage,	and	I	would	not	want	to	intentionally	expose	
any	such	individual	to	any	potential	triggers.	The	EDA	measurement	is	unintrusive	–	the	EDA	meter	fits	
around	the	participants’	ring	and	index	fingers	–	and	is	widely	used	in	psychophysiological	research.	All	
interactions	with	subjects	will	be	supervised.
AJacob	 27	
Prior	to	beginning	the	experiment,	all	participants	will	sign	an	informed	consent	form.	The	consent	form	
will	inform	participants	that	they	will	be	asked	to	view	a	series	of	videos	which	may	be	seen	as	offensive	or	
violent.	It	will	describe	approximately	how	long	the	procedure	will	take,	and	informs	them	of	the	Exclusion	
Criteria.	It	also	assures	the	participant	that	they	are	free	to	leave	the	experiment	at	any	time	should	they	feel	
uncomfortable,	and	pledges	that	all	information	will	remain	confidential	and	not	associated	with	their	name.	
I	will	not	tell	the	subjects	that	I	am	testing	their	emotional	reaction	to	police	brutality	videos,	as	this	
knowledge	could	confound	my	results.	However,	I	will	not	misrepresent	my	study	to	them	by	lying	about	its	
purpose;	I	will	only	omit	information.		All	subjects	will	receive	my	contact	information	so	that	they	may	reach	
out	with	questions	or	concerns.	After	the	subjects	have	signed	the	informed	consent	forms,	the	forms	will	be	
kept	in	a	locked	cabinet	separate	from	the	rest	of	the	research	data.		
RESULTS	OF	THE	PILOT	TEST	
	 For	my	pilot	test,	I	tested	the	questionnaire	used	in	the	research	design	for	my	second	and	third	
hypotheses.	Since	I	was	only	testing	my	instrument	and	not	trying	to	extrapolate	any	research	conclusions,	I	
decided	that	a	convenience	sample	would	be	sufficient	for	the	pilot	test.	I	created	an	online	survey	using	
Qualtrics	Survey	Software	and	distributed	the	questionnaire	to	friends	and	family	and	asked	them	to	
distribute	it	to	their	social	networks.	I	received	55	responses	to	my	questionnaire.		
The	responses	to	the	policy	questions	I	posed	in	the	questionnaire	were	generally	quite	left-leaning.	
The	lowest	response	percentage	in	response	to	a	“liberal”	criminal	justice	policy	proposal	was	72%	in	favor	of	
eliminating	mandatory	minimums.	The	salience	questions	were	very	similarly	distributed,	all	in	loose	bell	
curves	with	some	questions	skewing	to	the	left	and	others	to	the	right.	This	hinted	to	me	that	I	may	not	have	
included	appropriate	benchmarks	for	these	questions	to	guide	response	selection.	In	the	absence	of	such	
benchmarks,	participants	may	have	arbitrarily	picked	between	similar-sounding	options,	i.e.	“very	important”	
or	“moderately	important.”
AJacob	 28	
In	response	to	Question	1	(Do	you	favor	or	oppose	the	death	penalty	for	persons	convicted	of	
murder?),	22%	of	respondents	favored	and	78%	opposed.	Six	respondents	selected	“Don’t	know”	and	were	
excluded	from	analysis.	For	the	paired	salience	question	(2),	the	responses	formed	a	loose	bell	curve	(11%	
extremely	important,	24%	very	important,	40%	moderately	important,	18%	slightly	important,	7%	not	at	all	
important).	All	respondents	answered	this	salience	question.		
In	response	to	Question	3	(Do	you	favor	or	oppose	the	use	of	solitary	confinement	within	prisons	for	
non-dangerous	offenders?),	15%	favored	and	85%	opposed.	Eight	respondents	selected	“Don’t	know”	and	
were	excluded	from	analysis.	The	paired	salience	question	(4)	also	had	responses	in	a	loose	bell	curve,	but	it	
skewed	right.	No	respondents	answered	“extremely	important.”	13%	answered	very	important,	40%	
moderately	important,	30%	slightly	important,	17%	not	at	all	important.	Two	respondents	selected	“don’t	
know”	and	were	excluded.	The	difference	in	responses	between	the	death	penalty	question	and	the	solitary	
confinement	question	could	possibly	reflect	a	gap	in	awareness	–	the	death	penalty	has	been	on	the	political	
agenda	much	longer	and	more	prominently	than	solitary	confinement.	
In	response	to	Question	5	(Do	you	believe	prison	conditions	can	be	inappropriately	harsh	and/or	
violate	the	human	rights	or	civil	liberties	of	incarcerated	individuals?),	88%	said	yes	and	6%	said	no.	Seven	
selected	“don’t	know”	and	were	excluded.	The	paired	salience	question	asking	about	the	importance	of	
prison	conditions	to	the	respondent	also	had	a	bell	curve	skewed	toward	the	right	(6%	extremely,	19%	very,	
34%	moderately,	30%	slightly,	11%	not	at	all).	Two	responded	“don’t	know”	and	were	excluded.		
Question	7	asked	respondents	if	they	believed	racial	profiling	is	an	appropriate	policing	tactic.	7%	
said	yes,	20%	said	it	is	appropriate	in	certain	situations,	29%	said	it	is	rarely	appropriate,	and	38%	said	it	is	
never	appropriate.	Three	said	“don’t	know.”	The	paired	salience	questioning	about	racial	profiling	had	a	bell	
curve	skewing	to	the	left	(8%	extremely,	32%	very,	42%	moderately,	17%	slightly,	2%	not	at	all).	Two	
participants	did	not	respond.	The	leftward	skew	may	reflect	the	political	charge	behind	racial	profiling.
AJacob	 29	
In	response	to	Question	9	(Do	you	think	sentencing	for	certain	crimes	can	be	excessively	harsh	or	
discriminatory?),	84%	answered	yes	and	16%	answered	no.	Five	responded	“don’t	know”	and	were	excluded	
from	analysis.	Question	10	asked	respondents	if	they	favor	or	oppose	eliminating	mandatory	minimums	for	
certain	nonviolent	crimes	such	as	drug	charges.	72%	favored	and	28%	opposed,	and	five	responded	“don’t	
know.”	When	compared	to	responses	for	Question	9,	this	posed	an	interesting	deviation:	even	though	84%	
believe	sentencing	for	certain	crimes	is	excessively	harsh	or	discriminatory,	only	72%	supported	lessening	
these	sentences	by	eliminating	mandatory	minimums	for	nonviolent	crimes.	I	predicted	that	these	numbers	
would	be	closer	to	each	other.	The	paired	salience	question	about	sentencing	reform	was	a	bell	curve	skewed	
to	the	left	(4%	extremely	important,	31%	very	important,	35%	moderately	important,	25%	slightly	important,	
4%	not	important	at	all).		
In	response	to	Question	12	(Some	people	have	said	the	nation	has	a	problem	with	mass	
incarceration.	Do	you	agree	or	disagree	with	this	view?),	91%	agreed	and	9%	disagreed.	Nine	responded	
don’t	know.	For	the	paired	saliency	question,	6%	said	mass	incarceration	was	extremely	important,	29%	very,	
41%	moderately,	24%	slightly.	No	respondents	said	it	was	not	at	all	important.	Six	responded	“don’t	know.”	I	
was	surprised	by	both	the	amount	of	opposition	to	mass	incarceration	and	the	number	of	people	who	
selected	“don’t	know.”	This	may	be	because	of	uncertainty	around	the	meaning	of	“mass	incarceration.”		
When	rewriting	the	questionnaire.	
	 In	response	to	Question	14	(Would	you	support	or	oppose	requiring	patrol	officers	in	your	area	to	
wear	small	video	cameras	whenever	they’re	on	duty?),	86%	answered	in	support	and	14%	opposed.	Five	
selected	“don’t	know.”	For	the	paired	saliency	question,	the	answers	formed	a	near-perfect	bell	curve:	9%	
extremely,	27%	very,	31%	moderately,	25%	slightly,	7%	not	at	all.	All	respondents	answered	this	question.	
	 Question	16	asked	whether	the	respondent	would	support	or	oppose	a	policy	saying	that	when	
police	kill	an	unarmed	civilian	it	should	be	investigated	by	an	outside	prosecutor	who	does	not	work	with	the	
police	on	a	regular	basis.	92%	of	the	respondents	answered	in	support,	and	8%	opposed.	4	answered	“don’t
AJacob	 30	
know.”	I	was	somewhat	surprised	that	the	response	for	this	question	was	not	unanimous,	as	this	polling	
question	usually	receives	widespread	support	and	respondents	had	answered	so	liberally	thus	far.	This	
indicated	that	there	may	be	a	handful	of	hardline	conservatives	in	my	sample.	The	paired	salience	question	
had	a	bell	curve	response	skewed	to	the	left	(11%	extremely,	35%	very,	31%	moderately,	20%	slightly,	and	2%	
not	important	at	all.	One	person	selected	“don’t	know.”	
The	next	six	questions	in	my	survey	asked	respondents	about	their	attitudes	toward	police	and	the	
criminal	justice	system.	The	questions	began	on	a	personal	level	and	expanded	to	macro-level	questions	
about	police.		The	change	between	aggregate	responses	for	each	question	was	marked	and	fascinating:	as	
the	questions	became	broader,	attitudes	toward	law	enforcement	and	the	judicial	system	became	more	
negative.		
	 Question	18	asked	respondents	how	they	feel	about	the	police	in	their	own	community:	mostly	safe	
or	mostly	anxious?	94%	said	they	felt	mostly	safe,	while	6%	felt	mostly	anxious.	Six	selected	“don’t	know.”	I	
will	note	here	that	race	may	play	an	important	role	in	respondents’	answer	choice	–	previous	polling	data	
suggests	that	blacks	(and,	to	a	lesser	extent,	Latinos)	are	significantly	more	likely	to	feel	unsafe	due	to	the	
presence	of	police	officers	in	their	community.	My	sample	had	a	very	low	participation	rate	amongst	both	
these	racial	groups,	which	I	will	discuss	later,	and	this	likely	had	an	effect	on	aggregate	response	for	this	
question.	
	 Question	19	asked	respondents	if	they	thought	the	police	are	too	quick	to	use	deadly	force,	or	do	
they	typically	only	use	deadly	force	when	necessary?	38%	of	respondents	said	police	were	too	quick	to	use,	
and	62%	said	police	typically	only	use	when	necessary.	Ten	respondents	answered	“don’t	know,”	–	the	
highest	number	for	any	question.	This	may	have	been	caused	by	genuine	uncertainty	about	the	rate	of	
excessive	force	used	by	police.
AJacob	 31	
	 Question	20	asked	respondents	how	confident	they	were	that	the	police	in	this	country	are	held	
accountable	for	any	misconduct.	7%	said	they	were	very	confident,	37%	said	they	were	somewhat	confident,	
39%	said	they	were	not	so	confident,	and	17%	said	they	were	not	confident	at	all.	One	person	answered	
“don’t	know.”		
	 Question	21	asked	respondents	how	confident	they	were	that	the	police	in	this	country	treat	whites	
and	blacks	equally.	4%	said	they	were	very	confident,	10%	said	they	were	somewhat	confident,	37%	said	they	
were	not	so	confident,	and	41%	said	they	were	not	confident	at	all.	One	person	answered	don’t	know.		
	 Question	22	asked	respondents	if	they	believed	blacks	and	other	minorities	received	equal	
treatment	as	whites	in	the	criminal	justice	system.	Only	one	respondent	(2%)	answered	definitely	yes.	8%	
answered	probably	yes,	21%	said	they	might	or	might	not,	32%	said	probably	not,	and	38%	said	definitely	
not.	Two	answered	“don’t	know.”	It	was	interesting	to	compare	the	answers	to	Questions	21	and	22:	23%	of	
respondents	were	at	least	somewhat	confident	that	police	in	this	country	treat	whites	and	blacks	equally.	In	
contrast,	only	10%	believe	blacks	and	other	minorities	receive	equal	treatment	as	whites	in	the	criminal	
justice	system.	This	suggests	that	for	approximately	13%	of	respondents,	the	inequality	is	systematic	within	
the	judicial	system	and	independent	of	police	misconduct.	I	found	this	interesting	due	to	the	high	publicity	
surrounding	police	misconduct	in	recent	years	compared	to	relatively	reduced	coverage	of	systematic	bias	in	
the	justice	system.	This	may	suggest	a	possible	backfire	effect	for	certain	people’s	opinions	about	police	bias	
when	encountered	with	evidence	of	police	brutality.	However,	my	sample	is	far	too	small	to	reach	that	
conclusion.		
	 Question	23	asked	respondents	if	they	think	police	officers	stop	people	of	certain	racial	or	ethnic	
groups	because	they	believe	that	these	groups	are	more	likely	than	others	to	commit	certain	types	of	crimes.	
54%	of	respondents	said	yes,	they	do	strop	people	of	certain	racial	or	ethnic	groups.	41%	said	it’s	possible	
this	happens,	but	not	certain.	7%	said	no,	this	does	not	happen.	4	answered	“don’t	know.”		Again,	a	
comparison	of	responses	to	Question	21	is	revealing.	Even	though	54%	--	a	majority	--	said	police	do	stop
AJacob	 32	
people	of	certain	racial	or	ethnic	groups	because	they	believe	these	groups	are	more	likely	than	others	to	
commit	certain	types	of	crimes,	only	41%	said	they	were	not	confident	at	all	that	police	treat	whites	and	
blacks	equally.	23%	of	respondents	were	at	least	somewhat	confident	that	police	in	this	country	treat	whites	
and	blacks	equally,	yet	only	7%	said	that	police	officers	do	not	stop	people	of	certain	racial	or	ethnic	groups	
because	they	think	they	are	more	likely	to	commit	crimes.		
This	indicates	a	cognitive	disconnect:	even	though	most	people	believe	that	the	police	stop	members	
of	certain	racial	or	ethnic	groups	more	than	others	due	to	beliefs	about	the	race’s	likelihood	to	commit	
certain	crimes,	at	least	24%	of	this	group	did	not	identify	this	as	unequal	treatment.	Similarly,	at	least	70%	of	
respondents	who	were	somewhat	confident	or	very	confident	that	police	treat	whites	and	blacks	equally	also	
believed	that	it	was	possible	police	officers	stop	members	of	certain	racial	groups	because	they	believe	they	
are	more	likely	than	others	to	commit	certain	crimes	–	yet	they	did	not	classify	this	as	unequal	treatment.		
	 My	convenience	sampling	method	led	to	an	interesting	demographic	distribution	in	my	sample.	As	
an	undergraduate	student	at	a	very	politically	active	liberal	Northeastern	university,	I	anticipated	most	of	my	
sample	to	comprise	of	young	Democrats.	When	I	distributed	the	survey	to	my	peers,	I	waited	48	hours	to	
check	for	responses	and	discovered	that	I	only	had	16	responses.	I	was	hoping	for	a	larger	sample	to	examine,	
and	was	struggling	to	find	respondents.	Moreover,	my	responses	were	almost	completely	uniform.	Most	of	
my	policy-related	questions	(1,	3,	5,	7,	9,	10,	12,	14,	16)	had	100%	of	respondents	choose	the	same	answer	
choice	–	always	the	classically	“liberal”	answer	choice	–	even	though	similar	questions	in	national	polls	were	
much	more	evenly	split.	
	 My	mother,	a	genetic	researcher	and	university	professor,	offered	to	distribute	the	survey	to	her	
colleagues,	friends,	and	students	to	improve	my	sample	size.	A	few	friends	attending	more	conservative	
universities	offered	to	distribute	the	survey	to	their	Republican	and	Independent	friends	to	diversify	the	
sample.	Within	three	days,	my	sample	size	increased	to	55.	Based	on	the	demographic	information	provided
AJacob	 33	
by	respondents,	I	am	guessing	that	most	of	the	responses	came	from	my	mother’s	peer	group.	75%	of	
respondents	were	older	than	24	years	old,	and	most	were	highly	educated	(46%	possessed	a	Master’s	degree	
or	higher).	Friends’	efforts	to	add	more	Republicans	and	Independents	to	my	sample	had	mixed	success:	7%	
and	11%	respectively.	Democrats	comprised	of	51%	of	the	sample.	I	was	surprised	by	the	number	of	
respondents	who	selected	their	political	affiliation	as	“none”	(25%).		
Most	respondents	were	white	or	Asian	(45%	and	36%,	respectively).	7%	were	Hispanic	or	Latino,	and	
I	had	one	respondent	(2%)	who	identified	as	black	or	African	American.	Blacks	and	Latinos	were	two	
populations	of	special	interest	for	my	study,	and	the	low	participation	rate	of	both	minorities	illustrated	to	
me	that	I	must	devise	a	better	method	to	recruit	participants	from	these	groups	for	my	experiments	in	the	
future.	It	also	validated	the	need	for	a	stratified	random	sample	stratified	by	ethnicity	in	my	national	
biweekly	poll.	I	may	also	consider	a	mechanism	for	recruiting	more	Republicans	and	Independents	into	the	
study,	as	their	response	rates	remained	comparatively	low	even	though	they	were	actively	recruited.		
	 I	believe	that	my	questionnaire	worked	well	for	the	most	part.	Every	participant	who	began	the	
survey	also	completed	it	and	answered	every	question	–	there	was	no	abandonment	in	participants.	Most	
participants	completed	the	survey	within	six	minutes,	thus	survey	taking	fatigue	seems	unlikely.	Upon	
reflecting	further	on	my	questionnaire,	I	did	wonder	whether	the	pointed	questions	could	introduce	the	
observer-expectancy	effect.	It	is	relatively	easy	for	subjects	to	extrapolate	from	my	questionnaire	that	I	am	
studying	the	relationship	between	criminal	justice	reform	and	attitudes	about	law	enforcement.	If	the	
participants	are	aware	of	the	researcher’s	expectations,	they	could	subconsciously	or	consciously	change	
their	responses	to	match	these	expectations.	However,	I	believe	this	is	a	relatively	low	risk.	Furthermore,	
adding	more	questions	to	effectively	“throw	off”	participants	would	lengthen	the	survey	and	potentially	lead	
to	abandonment	or	fatigue.	Although	I	am	mostly	happy	with	my	measurement	instrument,	I	would	like	to	
make	a	few	alterations	for	my	final	research.
AJacob	 34	
	 First,	I	will	change	the	salience	questions.	I	will	retain	the	wording	of	the	questions	and	keep	them	
paired	with	each	policy	question,	but	I	would	like	to	have	descriptive	answer	choices	that	establish	clear	
benchmarks	for	each	option	rather	than	leaving	this	to	the	respondents’	imagination.	Instead	of	choosing	
between	extremely	important,	very	important,	moderately	important,	slightly	important,	and	not	important	
at	all,	perhaps	the	options	will	read	“I	would	likely	vote	based	on	this	issue;”	“This	is	a	top	issue	for	me,	but	I	
would	not	necessarily	decide	my	vote	based	on	this	issue;”	“I	think	this	is	an	important	issue	to	consider,	but	
it	is	not	one	of	my	top	issues;”	“I	might	give	this	some	consideration,	but	there	are	many	other	issues	that	are	
more	important	to	me;”	and	“This	issue	is	not	at	all	important	to	me.”	
	 Second,	I	will	change	the	wording	of	some	questions	to	exclude	jargon	and	instead	use	simpler	
vocabulary	that	anyone	could	understand	without	prior	knowledge	of	criminal	justice	issues.	For	example,	
Questions	12	and	13	pertained	to	mass	incarceration,	and	nine	respondents	selected	“don’t	know.”	This	may	
have	been	caused	by	unfamiliarity	with	the	term	“mass	incarceration.”	I	want	to	reword	this	question	so	that	
it	is	easier	to	understand	–	perhaps	it	will	say	something	like	“Do	you	think	America	is	too	‘tough	on	crime’	
and	imprisons	too	many	people?”	Additionally,	I	plan	on	changing	Question	3	to	include	an	example	of	
solitary	confinement	policies	--	fewer	Americans	may	understand	the	policy	because	it	is	covered	less	by	the	
mainstream	media	than	the	death	penalty.		
	 Third,	I	would	change	the	wording	of	Question	21	based	on	feedback	from	a	participant.	The	
question	reads,	“How	confident	are	you	that	police	in	this	country	treat	whites	and	blacks	equally?”	One	of	
my	participants,	a	psychiatric	researcher	who	is	a	colleague	of	my	mother’s,	contacted	her	to	relay	some	
feedback:	the	question	falls	in	the	trap	of	seeing	society	polarized	into	blacks	and	whites	when	this	is	hardly	a	
reflection	of	reality,	especially	in	multicultural	cities	such	as	Washington	or	New	York	where	many	individuals	
have	mixed	ethnic	heritage.	Question	22	also	specifically	names	blacks,	although	it	tails	this	with	“and	other	
minorities.”	In	my	final	research,	I	would	remove	any	specific	mention	of	blacks	from	the	survey.
AJacob	 35	
	 The	demographic	data	made	me	realize	that	it	may	be	much	harder	than	I	expected	to	have	certain	
important	groups	participate	in	both	my	experiments	and	my	national	polling.	I	need	to	establish	measures	
to	recruit	more	Republicans,	blacks,	and	Latinos	as	subjects	in	my	experiments.	I	am	considering	working	with	
on-campus	organizations	such	as	the	Multicultural	Student	Services	Center	and	GW	College	Republicans	to	
refer	potential	subjects	to	me	and	distribute	flyers	about	my	experiments.	For	my	national	polling,	I	will	
ensure	I	devote	adequate	resources	to	stratifying	my	sample	and	over-sample	blacks	and	Latinos	in	the	
population	to	have	a	sufficiently	large	sample.		
CONCLUSION	
My	prospectus	integrates	an	experimental	and	correlational	research	design	to	draw	connections	
between	the	rise	in	viral	cell	phone	footage	of	police	brutality	and	the	recent	political	momentum	behind	
criminal	justice	reform.	New	technological	innovations	such	as	the	Internet,	social	networking	websites,	and	
cell	phone	cameras	enable	ordinary	citizens	to	share	their	experiences	with	a	limitless	audience	at	no	cost.	
This	technology	is	giving	a	voice	to	those	whom	society	has	long	suppressed,	and	as	a	result,	persistent	
atrocities	such	as	police	brutality	are	receiving	mainstream	attention.		
Cell	phone	footage	provides	credibility	to	victims’	cries	that	were	previously	silenced	by	the	public’s	
skepticism.	Society,	once	ignorant	(perhaps	willfully)	of	police	misconduct,	is	confronted	with	unequivocal	
visual	evidence	of	this	injustice	in	the	form	of	shocking	firsthand	footage.	The	emotion	and	outrage	drawn	by	
such	videos	cause	them	to	be	shared	across	social	networks,	magnifying	their	effects	through	social	
engagement	and	altering	societal	narratives	about	law	enforcement.	This	paradigm	shift	causes	disillusioned	
individuals	to	look	more	critically	at	the	criminal	justice	system	as	a	whole,	observing	long-term	damage	with	
a	new	perspective.	This	kind	environment	is	ripe	for	reform,	and	sure	enough,	bipartisan	legislation	has	come	
forward	on	all	levels	of	government	to	fix	systemic	flaws	within	the	justice	system.
AJacob	 36	
I	test	my	theory	with	two	experiments	and	a	national	poll.	My	first	hypothesis	states	that	cell	phone	
footage	depicting	police	brutality	provokes	an	emotional	reaction	in	viewers.	I	test	this	through	a	within-
subject	design,	exposing	subjects	to	researcher-generated	“news	coverage”	of	real	police	brutality	incidents	
and	measuring	differences	in	physiological	arousal	using	an	electrodermal	activity	sensor.	If	skin	conductance	
is	higher	while	subjects	are	watching	the	cell	phone	videos	rather	than	listening	to	a	description	of	the	
videos,	this	provides	support	for	my	first	hypothesis	that	such	footage	provokes	an	emotional	reaction	in	
viewers.	
My	second	hypothesis	states	that	this	emotional	reaction	viewers	experience	when	watching	cell	
phone	footage	of	police	brutality	causes	viewers	to	have	a	more	positive	view	of	criminal	justice	reform	than	
if	they	had	heard	of	the	same	incident	in	a	different	way.	I	test	this	using	the	same	“news	segments”	used	in	
the	first	experiment,	but	each	subject	will	only	watch	one	type	of	segment	this	time:	either	segments	with	
the	cell	phone	footage	or	the	segments	that	feature	the	newscaster.	After	the	treatment,	the	subjects	will	
answer	a	questionnaire	about	criminal	justice	reform.	If	the	subjects	that	watch	the	viral	cell	phone	footage	
have	a	more	positive	view	of	criminal	justice	reform,	this	provides	support	for	my	second	hypothesis.		
My	third	hypothesis	states	that	public	opinion	of	criminal	justice	reform	will	increase	in	both	
direction	and	salience	following	a	viral	cell	phone	video	of	police	brutality.	I	test	this	with	national	polling.	I	
use	the	questionnaire	from	my	second	experiment	to	conduct	a	biweekly	national	poll	to	establish	a	baseline	
of	public	support	for	criminal	justice	reform.	Simultaneously,	I	will	monitor	YouTube	for	viral	footage	of	police	
brutality.	Once	a	video	is	classified	as	“viral,”	I	conduct	another	identical	poll	to	see	if	public	opinion	has	
deviated	from	the	baseline.	If	public	opinion	increases	after	a	video	of	police	brutality	goes	viral,	this	provides	
support	for	my	third	hypothesis.		
I	will	need	approximately	$500	to	produce	the	eight	professional-looking	“news	segments”	used	in	my	
first	two	experiments.	This	will	cover	the	expense	of	securing	production	equipment	such	as	cameras,
AJacob	 37	
microphones,	and	lighting,	hiring	actors,	and	securing	a	newsroom	set.	For	my	first	experiment,	I	will	also	
need	to	buy	an	electrodermal	activity	(EDA)	sensor.	The	Mindfield	eSense	Skin	Response	is	an	EDA	sensor	
available	for	$95	from	MoveItGear.		There	will	also	be	some	printing	costs	associated	with	printing	flyers	to	
advertise	and	recruit	subjects	for	the	experiment,	and	printing	the	questionnaires	for	the	subjects	in	my	
second	experiment.	I	estimate	this	will	cost	approximately	$100.	Additionally,	subjects	in	my	experiment	will	
have	a	chance	to	win	a	$25	Amazon	gift	card.		
The	greatest	cost	for	the	research	will	be	in	the	repeated	national	polling.	I	am	using	SurveyMonkey’s	
PrecisionPolling	cost	calculator	to	generate	a	cost	estimate	for	my	biweekly	national	poll	needed	to	test	my	
third	hypothesis.	In	order	to	generate	1,500	complete	responses,	which	is	my	desired	sample	size,	I	will	need	
to	make	30,000	calls	with	an	expected	average	response	rate	of	5%.	At	ten	cents	per	call,	each	biweekly	
national	poll	will	cost	approximately	$3,000.	I	plan	on	conducting	continuous	national	polling	for	three	
months.	This	means	there	will	be	at	least	six	national	polls,	plus	at	least	one	unscheduled	poll	immediately	
following	a	viral	video	for	an	estimated	cost	of	$21,000.	The	total	cost	of	the	research	will	be	approximately	
$22,220.		
I	anticipate	this	research	to	take	me	approximately	six	months.	This	will	give	me	a	sufficient	amount	of	
time	to	gain	IRB	approval,	produce	the	“news	segments”	used	in	both	my	experiments,	recruit	participants	
for	both	my	experiments,	recruit	and	train	interviewers	to	conduct	the	biweekly	national	polls,	and	carry	out	
my	full	research	plan	for	each	of	my	three	hypotheses.		
	 There	are	a	few	inherent	limitations	to	my	research	design.	First,	the	internal	validity	of	both	my	
experiments	depend	on	the	believability	of	the	faux	“news	segments”	I	create.	If	the	clips	appear	unrealistic	
or	fictionalized	to	the	subjects,	this	seriously	undermines	the	internal	validity	of	both	the	experiments	
because	the	subjects	will	not	be	responding	to	what	they	believe	is	“real”	news	coverage	of	an	incident.	The	
experiments	also	pose	external	validity	issues	because	of	the	experimental	setting	–	the	distraction-free
AJacob	 38	
windowless	room	fitted	with	only	a	computer	and	a	desk	are	unlikely	to	reflect	how	subjects	interact	with	
these	videos	in	their	daily	lives.	This	undermines	the	generalizability	of	the	study.		
	 The	national	polling	is	quite	expensive	and	cannot	prove	causal	relationships	–	even	the	most	
significant	data	can	only	establish	correlations.	Additionally,	the	“threshold”	of	virality	may	present	some	
operational	problems	because	it	is	difficult	to	quantify	“high”	versus	“low”	engagement	in	absolute	numerical	
terms.	In	general,	the	research	lacks	qualitative	elements	to	the	research	design.	Even	the	questionnaire	is	
comprised	of	only	close-ended	questions.	The	research	may	benefit	from	the	addition	of	qualitative	elements	
to	round	out	the	research	design.		
	I	am	examining	humans’	complex	emotional	reactions	to	a	provocative	stimulus,	influenced	by	an	
individual’s	values,	attitudes,	and	perceptions.	Due	to	the	“soft”	nature	of	my	area	of	interest,	adding	a	
qualitative	element	may	be	beneficial	to	gaining	a	richer	understanding	of	the	subject.	This	could	be	done	by	
adding	open-ended	questions	to	the	questionnaire,	or	conducting	deeper	interviews	in	addition	to	
procedural	surveys.		
Future	research	could	also	examine	legislative	responsiveness	to	changes	in	public	opinion	about	
criminal	justice	reform.	I	predict	that	one	public	support	increases	for	criminal	justice	reform	within	a	
congressional	district,	the	representative	for	that	district	is	more	likely	to	come	out	publicly	in	favor	of	
criminal	justice	reform	measures.	This	can	be	studied	through	a	combination	of	polling	and	content	analysis.		
Polling	data	must	be	examined	on	the	congressional	district	level	to	determine	whether	public	support	for	
criminal	justice	reform	goes	up,	down,	or	remains	constant	within	a	congressional	district	following	a	viral	
police	brutality	video.	Next,	researchers	should	conduct	a	content	analysis	of	written	statements	and	press	
releases	of	congressmen	before	and	after	the	video	goes	viral.	This	should	be	coded	to	determine	whether	
the	legislator	is	for,	against,	or	ambivalent	toward	criminal	justice	reform	in	Congress.	Any	changes	to	a	
politician’s	stance	on	criminal	justice	issues	following	a	viral	video	should	be	noted.	Statistical	analysis	will
AJacob	 39	
reveal	any	correlation	between	increased	public	support	for	reform	within	a	congressional	district	and	a	
legislator’s	position	on	the	issue.		
APPENDIX	
1. 	“Do	you	favor	or	oppose	the	death	penalty	for	persons	convicted	of	murder?”	(CBS/NYT	2015)	
o Favor	
o Oppose	
o Don’t	know	
2. Of	the	issues	you	care	about,	how	important	is	the	issue	of	the	death	penalty	to	you?	
o Extremely	important	
o Very	important	
o Moderately	important	
o Slightly	important	
o Not	at	all	important	
o Don’t	know	
3. Do	you	favor	or	oppose	the	use	of	solitary	confinement	within	prisons	for	non-dangerous	
offenders?	
o Favor	
o Oppose	
o Don’t	know	
4. Of	the	issues	you	care	about,	how	important	is	the	issue	of	solitary	confinement	to	you?	
o Extremely	important	
o Very	important	
o Moderately	important	
o Slightly	important	
o Not	at	all	important	
o Don’t	know	
5. Do	you	believe	prison	conditions	can	be	inappropriately	harsh	and/or	violate	the	human	rights	
or	civil	liberties	of	incarcerated	individuals?	
o Yes	
o No	
o Don’t	know	
6. Of	the	issues	you	care	about,	how	important	is	the	issue	of	prison	conditions	to	you?	
o Extremely	important	
o Very	important	
o Moderately	important
AJacob	 40	
o Slightly	important	
o Not	at	all	important	
o Don’t	know	
7. Do	you	believe	racial	profiling	is	an	appropriate	policing	tactic?	
o Yes,	it	is	an	appropriate	policing	tactic	
o In	certain	situations,	it	is	an	appropriate	policing	tactic	
o It	is	rarely	an	appropriate	policing	tactic	
o It	is	never	an	appropriate	policing	tactic	
o Don’t	know	
8. Of	the	issues	you	care	about,	how	important	is	the	issue	of	racial	profiling	to	you?	
o Extremely	important	
o Very	important	
o Moderately	important	
o Slightly	important	
o Not	at	all	important	
o Don’t	know	
9. Do	you	think	sentencing	for	certain	crimes	can	be	excessively	harsh	or	discriminatory?	
o Yes	
o No	
o Don’t	know	
10. Do	you	favor	or	oppose	eliminating	mandatory	minimums	for	certain	nonviolent	crimes	such	as	
drug	charges?	
o Favor	
o Oppose	
o Don’t	know	
11. Of	the	issues	you	care	about,	how	important	is	the	issue	of	sentencing	reform	to	you?	
o Extremely	important	
o Very	important	
o Moderately	important	
o Slightly	important	
o Not	at	all	important	
o Don’t	know	
12. Some	people	have	said	the	nation	has	a	problem	with	mass	incarceration.	Do	you	agree	or	
disagree	with	this	view?	
o Agree	
o Disagree	
o Don’t	know	
13. Of	the	issues	you	care	about,	how	important	is	the	issue	of	mass	incarceration	to	you?	
o Extremely	important	
o Very	important
AJacob	 41	
o Moderately	important	
o Slightly	important	
o Not	at	all	important	
o Don’t	know	
14. “Would	you	support	or	oppose	requiring	patrol	officers	in	your	area	to	wear	small	video	
cameras	whenever	they’re	on	duty?”	(ABC	News/Washington	Post	2014)	
o Support	
o Oppose	
o Don’t	know	
15. Of	the	issues	you	care	about,	how	important	is	the	issue	of	small	video	cameras	on	police	
officers	to	you?	
o Very	important	
o Fairly	important	
o Somewhat	important	
o Slightly	important	
o Not	important	
o Don’t	know	
16. “Would	you	support	or	oppose	a	policy	saying	that	when	police	kill	an	unarmed	civilian	it	should	
be	investigated	by	an	outside	prosecutor	who	does	not	work	with	the	police	on	a	regular	basis?”	
(ABC	News/Washington	Post	2014)	
o Support	
o Oppose	
o Don’t	know	
17. Of	the	issues	you	care	about,	how	important	is	the	issue	of	independent	prosecutors	to	you?	
o Very	important	
o Fairly	important	
o Somewhat	important	
o Slightly	important	
o Not	important	
o Don’t	know	
18. 	“How	would	you	describe	your	feelings	about	the	police	in	your	community?	Would	you	say	
they	make	you	feel	mostly	safe	or	mostly	anxious?”	(CBS	2014)	
o Mostly	safe	
o Mostly	anxious	
o Don’t	know	
19. “In	general,	do	you	think	the	police	are	too	quick	to	use	deadly	force,	or	do	they	typically	only	
use	deadly	force	when	necessary?”	(CBS	2014)	
o Too	quick	to	use	
o Typically	only	use	when	necessary	
o Don’t	know
AJacob	 42	
20. “How	confident	are	you	that	the	police	in	this	country	are	held	accountable	for	any	
misconduct?”	(ABC	News/Washington	Post	2014)	
o Very	confident	
o Somewhat	confident	
o Not	so	confident	
o Not	confident	at	all	
o Don’t	know	
21. 	“How	confident	are	you	that	the	police	in	this	country	treat	whites	and	blacks	equally?”	(ABC	
News/Washington	Post	2014)	
o Definitely	yes	
o Probably	yes	
o Might	or	might	not	
o Probably	not	
o Definitely	not	
o Don’t	know	
22. 	“Do	you	think	blacks	and	other	minorities	receive	equal	treatment	as	whites	in	the	criminal	
justice	system?”	(ABC	News/Washington	Post	2014)	
o Yes,	they	receive	equal	treatment	
o No,	they	do	not	receive	equal	treatment	
o Don’t	know	
23. “In	general,	do	you	think	police	officers	stop	people	of	certain	racial	or	ethnic	groups	because	
they	believe	that	these	groups	are	more	likely	than	others	to	commit	certain	types	of	crimes,	or	
don’t	you	think	this	happens?”	(CBS	2014)	
o Yes,	they	do	stop	people	of	certain	racial	or	ethnic	groups	
o No,	this	does	not	happen	
o Don’t	know	
24. What	is	your	sex?	
o Male	
o Female	
25. What	is	your	age?	
o 18-24	years	old	
o 25-34	years	old	
o 35-44	years	old	
o 45-54	years	old	
o 55-64	years	old	
o 65-74	years	old	
o 75	years	or	older	
26. Please	specify	your	ethnicity	or	race.		
o White	
o Hispanic	or	Latino
AJacob	 43	
o Black	or	African	American	
o Native	American	or	American	Indian	
o Asian/Pacific	Islander	
o Other	
27. What	is	the	highest	degree	or	level	of	school	you	have	completed?	If	currently	enrolled,	highest	
degree	received.	
o No	schooling	completed	
o Nursery	school	to	8th
	grade	
o Some	high	school	
o High	school	graduate,	diploma	or	the	equivalent	(i.e.	GED)	
o Some	college,	no	degree	
o Trade/technical/vocational	training	
o Associate	degree	
o Bachelor’s	degree	
o Master’s	degree	
o Professional	degree	
o Doctorate	degree	
28. What	is	your	religious	preference?	
o Protestant/Other	Christian	
o Catholic	
o Mormon	
o Jewish	
o Muslim	
o Other	non-Christian	religion	
o None	
o Don’t	know	
29. What	is	your	political	affiliation?	
o Democrat	
o Republican	
o Independent	
o Other	
o None
AJacob	 44	
	
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Arrowood,	Emily.	"Here	Are	The	Conservative	Pundits	Branding	Black	Lives	Matter	A	"Hate	Group""	Media	
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Bartels,	Larry	M.	"Constituency	Opinion	and	Congressional	Policy	Making:	The	Reagan	Defense	
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Berelson,	Bernard	R.,	Paul	F.	Lazarsfeld,	and	William	N.	McPhee.	"Voting:	A	study	of	opinion	formation	in	a	
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Berger,	Jonah,	and	Katherine	L.	Milkman.	"What	makes	online	content	viral?."	Journal	of	marketing	
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Bimber,	Bruce.	Information	and	American	Democracy.	New	York,	NY:	Cambridge	University	Press	(2003).	
Broxton,	Tom,	et	al.	"Catching	a	viral	video."	Journal	of	Intelligent	Information	Systems	40.2	(2013):	241-259.	
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