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To identify and analyze the cognitive biases prevalent among social media users that contribute to the acceptance and propagation of Misinformation

Author: Kayanat Zafer; Dr. Mohsin Uddin
Publisher: Zenodo
DOI: 10.5281/zenodo.17100365
Source: https://zenodo.org/records/17100365/files/3-5-11.1.pdf
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Online a : h ps:// esea ch endsjou nal.com ISSN No: 2584-282X
Indexed Jou nal Pee Re iewed Jou nal
INTERNATIONAL JOURNAL OF TRENDS IN EMERGING RESEARCH AND DEVELOPMENT
Volume 2; Issue 6; 2024; Page No. 241-245
Recei ed: 05-09-2024
Accep ed: 15-10-2024
To iden i y and analyze he cogni i e biases p e alen among social media
use s ha con ibu e o he accep ance and p opaga ion o Misin o ma ion
1Kayana Za e and 2D . Mohsin Uddin
1Resea ch Schola , Depa men o Psychology, P.K. Uni e si y, Shi pu i, Madhya P adesh, India
2P o esso , Depa men o Psychology, P.K. Uni e si y, Shi pu i, Madhya P adesh, India
DOI: h ps://doi.o g/10.5281/zenodo.17100365
Co esponding Au ho : Kayana Za e
Abs ac
The issue o misin o ma ion and i s consequences has ecei ed much ocus in he las se e al yea s. Misin o ma ion has been a ound o a
while, Howe e , mode n ad ancemen s in echnology ha e g ea ly acili a ed i s dissemina ion. his esea ch, he e a e subs an ial emo ional
and psychological consequences associa ed wi h being oo elian on social media ac i i y, ega dless o he easons behind i . In addi ion,
his s udy's indings e eal ha jus a small pe cen age o eenage s eally u ilise social media as a means o communica ion o school-
ela ed issues; in pa icula , hey o connec wi h classma es and alk abou hings we' e co e ed in class.
Keywo ds: Misin o ma ion, social media, emo ional, echnology, b owsing
In oduc ion
Al hough misin o ma ion has pe sis ed o a long ime, he
ise o social media has made i much simple o p oduce
and sp ead inco ec in o ma ion apidly, he eby le eling
he playing ield and anonymously. Public heal h, poli ics,
clima e change, and economic challenges a e jus a ew
a eas whe e disin o ma ion may ha e a de as a ing e ec .
As an example, he public has expe ienced a ange o
psychological diso de s and has aken unnecessa y
p ecau ions owing o he ex ensi e ansmission o
misin o ma ion du ing he COVID-19 pandemic. The sp ead
o misin o ma ion in poli ics has he po en ial o impac no
jus how o e s o e, bu also he le el o poli ical di ision
and public ai h in go e nmen .
To s a , he e isn' a comp ehensi e analysis o all he
elemen s can aid in he dissemina ion o misleading da a. In
hei summa y o he ac o s d i ing he i al sp ead o
misin o ma ion, Bap is a and G adim (2020) [1] highligh
bo h he consume incen i es and he con en p esen a ion o
online disin o ma ion. Cogni i e, social, and emo ional
a iables a e he subjec o ce ain s udies' a en ion as
psychological d i e s. Bu we didn' look a he social media
se ing o he s uc u e o social ne wo ks, which a e also
majo in ol ed in he sp ead o misleading da a.
Acco ding o a ecen su ey ha looked a how kids use
social media, o e nine in en people unde he age o
eigh een ha e logged in o a social media si e a some poin ,
and o e h ee qua e s o all eenage s main ain an ac i e
p esence. Acco ding o his da a, 68% o all kids su eyed
said ha Facebook was hei a o i e websi e, making i he
mos popula among eens. Fi y pe cen o eenage s say
hey use a social ne wo king si e a leas once a day.
Common Sense Media (2012) ound ha a qua e o all
you hs a e "hea y use s," o hose who use se e al social
media pla o ms egula ly. The high a es o In e ne use
among eenage s poin o he ac ha hey a e unde going
signi ican social and emo ional de elopmen online, and
his phenomenon may pe sis in o hei ea ly adul yea s.
The ise in social media use is undeniable, ye opinions a y
g ea ly abou he consequences o hea y use. When looking
a hings ha pa icipa ion is a o ably impac ed, acco ding
o Ho s and Bi ani (2008) [2] in social media helps eens
de elop impo en knowledge and social skills and
encou ages hem o ac i e ci izens who c ea e and sha e
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con en ."
Since dep ession is a pe sis en public heal h issue
impac ing young people and eenage s, he g owing body o
da a indica ing a connec ion be ween using social media and
dep ession is no ewo hy. A na ionally enowned college
heal h su ey, in 2011, he Ame ican College Heal h
Associa ion-Na ional College Heal h Assessmen (ACHA-
NCHA) ound ha abou 30% o i s -yea college s uden s
had el "so dep essed ha i was di icul o unc ion" a
leas once. The assessmen co e s a lo o g ound when i
comes o s uden s' physical and men al heal h. Since
esea ch has shown ha dep ession impac s academic
achie emen , his may p o ide a signi ican challenge o
college s uden s. S uden s who su e om dep ession a e
mo e p one o smoking, alcoholism, and sexually haza dous
beha iou s.
Li e a u e Re iew
Fi daus (2024) [3] The in luence o online p opaganda, social
media and o he online communica ion pla o ms on he
gene al us and pe cep ion is explo ed in his esea ch.
Unde s anding how hese elemen s impac public opinion
and con idence in in o ma ion sou ces is he main goal o
he quali a i e li e a u e e iew. The s udy uses a quali a i e
li e a u e e iew app oach o p o ide a ho ough synopsis o
wha is cu en ly known abou he subjec by combining
esul s om esea ch pape s, case s udies, academic a icles,
and empi ical in es iga ions. A li e a u e e iew is a
me hodical p ocess ha includes ga he ing and e alua ing
academic sou ces on opics such as well as he e ec s o
a iables a ec ing he dissemina ion o alse in o ma ion on
social media and he e ec i eness o digi al communica ion
ac ics.
Chen (2022) [4] Many esea ch has in es iga ed wha makes
disin o ma ion ick, in esponse o i s g owing in luence on
social media. Ne e heless, he e is a need o a mo e
comp ehensi e examina ion o he easons o and possible
emedies o he issue o he quick sp ead o alse
in o ma ion online. The wo objec i es o his esea ch a e:
(a) examine he esea ch on me hods o p e en ing he
sp ead o disin o ma ion on social media and (b) weigh he
bene i s and d awbacks o hese app oaches, bea ing in
mind he impo ance o hese issues o he s udy o
disin o ma ion as a whole. The esea ch will do his by
dissec ing he in o ma ion ansmission p ocess in o i s
cons i uen pa s: sende , message, con ex , and ecei e .
Ecke (2022) [5] F om he COVID-19 pandemic esponse o
elec ions and e e enda, misin o ma ion has been shown o
ha e a signi ican ole in many con o e sial cu en e en s.
Misin o ma ion no only causes indi iduals o make bad
decisions and judgemen s, bu i also has a las ing impac on
hei hinking e en a e i has been ec i ied. This
phenomenon is called he ongoing in luence e ec . This
Re iew ou lines men al blocks o upda ing in o ma ion upon
debunking alsehoods, including hypo heses abou he
e ec s ha pe sis , as well as he cogni i e, social, and
emo ional componen s ha cause indi iduals o de elop o
suppo inaccu a e opinions.
Chalke (2023) [6] The con en a ailable on social media
pla o ms is as , and a lo o i is alse in o ma ion. This
causes people o make s ange decisions, makes hem eel
bad abou hemsel es, and poses se e e isks o socie y and
public sa e y. I is widely belie ed by academics ha social
media algo i hms a e o blame o he p opaga ion o
misleading da a on hese si es. The esea ch sheds ligh on
he cha ac e is ics o aw misin o ma ion p opaga ion on
social media, which, when compa ed wi h he o iginal da a,
allows o a mo e ho ough comp ehension o he p oblem.
In his esea ch, we epo on a deep lea ning me hod o
analyses ne wo ks using he dissimila i ies be ween o iginal
and misin o ma ion da a ega ding he cha ac e is ics o
di usion ne wo ks, in addi ion o o conduc in o ma ion
emo ion analysis and con en analysis on da ase s con aining
bo h ypes o da a.
Hila y (2021) [7] Much discussion and analysis o he causes
and e ec s o alse news has aken place in ecen yea s.
False news has been a ound o a while, bu he condi ions
o i s apid dissemina ion ha e been pe ec ed by
echnology p og ess. Social media pla o ms such as
YouTube, Twi e , and Facebook p o ide a e ile g ound
o he p opaga ion o misin o ma ion and p opaganda.
Resea ching how social media pla o m’s unc ion, how
ake news is p oduced and sp ead, and how use s a e
in ol ed is, he e o e, c ucial. S udy a e s udy in his ield
has ocused on how social media con ibu es o he
dissemina ion o misin o ma ion. The esea ch on social
media misin o ma ion elies on seconda y sou ces,
including books, a icles, and pa icipan s' own accoun s, o
each i s esul s.
Resea ch Me hodology
A his ime, he e m “Global Village” mos ly se es as a
me apho o he in e ne and Wo ld Wide Web. The
de ac o s ha e ine i ably edi ec ed hei a en ion o digi al
echnologies. Much discussion has ocused on he
ela ionship be ween gene al in e ne use, speci ically
inc eased le els o s ess and pa icipa ion in social media.
The link be ween s ess and in e ne , mobile phone, and
social media use is he ocus o his esea ch.
Simul aneously, he indings indica e ha some condi ions
enhance he social u iliza ion o digi al echnology, hence
augmen ing knowledge o dis essing occu ences in he
li es o o he s. Resea ch echnique is a sys ema ic app oach
o add essing he esea ch opic. I may be de ined as he
scien i ic s udy o he me hodology o esea ch.
Resea ch design
In es iga ing The Psychological he Role social media in he
Dissemina ion o False In o ma ion and How I A ec s
Public Opinion and Ac ion.
Su ey Sampling echnique
The uni s o popula ion a e no chosen a andom, bu a he
ia speci ic p ocesses ha gua an ee e e y pa o he
popula ion has a ce ain p obabili y o ge ing picked o he
sample. A o al o ou e enue di isions and wo dis ic s in
U a P adesh S a e we e combed h ough o compile o
social media. App oxima ely 31 emale s uden s we e
selec ed om e e y uni e si y and ins i u ion. To gua an ee
ha da a ga he ing is ee o gende bias, an app op ia e mix
o male and emale pa icipan s is used.
Sample Selec ion
Nobody in hei wen ies o hi ies uses social media.
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Hence, in a non-p obabili y sampling me hod, he sample is
selec ed using pu posi e sampling.
The sample size o he s udy is 836. Responden s should all
be ween he 18–30 age b acke .
Sou ces o Da a collec ion
The s udy's goals we e e alua ed using da a ga he ed om
bo h p ima y and seconda y sou ces. Ques ionnai es se ed
as he main means o da a collec ion. When i came o
seconda y da a, ne e heless, sou ces such as books,
magazines, newspape s, websi es, jou nals, essays,
go e nmen documen s, and he like we e consul ed.
Da a Analysis and In e p e a ion
The da a was o ganized in abula o m and analysed using
pe cen ages, equencies, and a e ages. Displayed as a ba
g aph, The mindse o social media use s, including he kind
o websi es hey isi and he equency o hei use hem,
and he de ices hey use o access hese si es.
Da a Analysis
Table 1: Possession o a lap op.
Sex/Gende
Yes
No
To al
Male
11
(15.3%)
61
(84.7%)
72
(100%)
Female
1
(2.4%)
41
(97.6%)
42
(100%)
To al
12
(10.5%)
102
(89.5%)
114
(100%)
O he 114 esponde s in he Myso e dis ic , 72 we e men
and 42 we e women. Rega ding lap op owne ship, he
esul s we e disappoin ing. Jus 15.3% o he 72 male
esponden s said hey possessed a lap op, while he as
majo i y o he emaining 84.7% said hey did no .
Table 2: Owne ship o sma phone.
Sex/Gende
Yes
No
To al
Male
35 (48.6%)
37 (51.4%)
72 (100%)
Female
20 (47.6%)
22 (52.4%)
42 (100%)
To al
55 (48.2%)
59 (51.8%)
114 (100%)
The da a ga he ed on sma phone owne ship was eye-
opening. O he 72 men who esponded, 48.6% said hey
had a sma phone, while he majo i y o he emaining
51.4% said hey did no .
Table 3: Place o b owsing
Sex/Ge
nde
Home
College
Cybe
Ca é
O he
To al
Male
61 (84.7%)
2 (2.8%)
23 (31.9%)
2 (2.8%)
88 (122.2%)
Female
28 (66.7%)
10 (23.8%)
13 (31.0%)
0 (0%)
51 (121%)
To al
89 (78.1%)
12 (10.5%)
36 (31.6%)
2 (1.8%)
139 (121.9%)
** Because o many answe s, he o e all pe cen age is highe han
100%.
The majo i y o esponden s-84.7% o men and 66.7% o
women-p e e o use social media a home. The o al
pe cen age is 78.1%. The in e ne ca é comes in second
place wi h igu es o 31.9% o males and 31.0% o
women, espec i ely. 31.6% is he o al pe cen age.
Table 4: Regula i y o social media b owsing
Sex/
Gende
Daily
Once in 3
days
Once a
week
Ra ely
To al
Male
23(38.9%)
18(25.0%)
7(9.7%)
19(26.4%)
72(100%)
Female
19(45.2%)
5(11.9%)
10(23.8%)
8(19.0%)
42(100%)
To al
47(41.2%)
23(20.2%)
17(14.9%)
27(23.7%)
114(100%)
Ou o he 72 male esponden s, 38.9% o hem use social
ne wo king websi es e e y day, 25.0% once e e y h ee
days, 9.7% once a week, and 26.4% seldom. The same is
ue o women, who use social media 45.2% o he ime
e e y day, 11.9% once e e y h ee days, 23.8% once a
week, and 19.0% seldom.
Table 5: Daily amoun o ime spen on social media su ing.
Sex/Gende
<15
Minu es
15-30
Minu es
30-45
Minu es
>45
Minu es
To al
Male
29(40.3%)
18(25.0%)
14(19.4%)
11(15.3%)
72(100%)
Female
20(47.7%)
10(23.8%)
8(19.0%)
4(9.5%)
42(100%)
To al
49(43.0%)
28(24.6%)
22(19.3%)
15(13.1%)
114(100%)
When asked how much ime hey spend on social media
each day, 40.3% o he 72 males who esponded said hey
b owse o less han 15 minu es, 25.0% said hey b owse o
15 o 30 minu es, 19.4% said hey b owse o 30 o 45
minu es, and 15.3% said hey explo e o mo e han 45
minu es. Simila ly, 47.7% o emales explo e o less han
15 minu es, 23.8% b owse o 15 o 30 minu es, 19.0%
b owse o 30 o 45 minu es, and 9.5% b owse o mo e
han 45 minu es.
Table 6: The many social media pla o ms ha he pa icipan s used.
Sex/Gende
Facebook
Wha sApp
Twi e
O he
To al
Male
42
(58.3%)
56 (77.8%)
11
(15.3%)
60
(83.3%)
169
(234.7%)
Female
23
(54.8%)
30 (71.4%)
1 (2.4%)
26
(61.9%)
80 (190.4%)
To al
65
(57.0%)
86 (75.4%)
12
(10.5%)
86
(75.4%)
249
(218.42%)
The o e all pe cen age is highe han 100 because o he
many answe s. The majo i y o esponden s-55.6% o men
and 61.8% o women-p e e o use hei sma phones o
access social media. The o al pe cen age is 57.7%. Wi h a
pe cen age o 46.0% o males and 26.5% o women, he
PC is he second mos popula op ion.
Table 7: Ha e you no iced ha using social media mo e o en
makes you dep essed.
Sex/Gende
Yes
No
To al
Male
32
(44.4%)
40
(55.6%)
72
(100%)
Female
23
(54.8%)
19
(45.2%)
42
(100%)
To al
55
(48.2%)
59
(51.8%)
114
(100%)
Among male esponden s, 55.6.0% ga e a nega i e
esponse, while 44.4% ga e a a o able one, indica ing ha
using social media will inc ease dep ession. Compa ed o
45.2% o emale esponden s who did no sha e his opinion,
54.8% o hem did.
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Table 8: Reac ion: Using social media mo e causes anxie y.
Sex/Gende
Yes
No
To al
Male
44 (61.1%)
28 (38.9%)
72 (100%)
Female
22 (52.4%)
20 (47.6%)
42 (100%)
To al
66 (58.0%)
48 (42.0%)
114 (100%)
Mo e usage o social media will make people mo e anxious,
acco ding o 61.1% o male esponden s, compa ed o
38.9% who disag eed.
O he emale esponden s, 52.4% ga e a a o able
esponse, compa ed o 47.6% who did no sha e his
opinion.
I is e iden om he eplies ha 58.0% o esponden s,
including bo h gende s, ag eed ha i would make hem eel
mo e anxious.
Table 9: Ha e you no iced ha using social media mo e o en
makes you eel mo e s essed.
Sex/Gende
Yes
No
To al
Male
44 (61.1%)
28 (38.9%)
72 (100%)
Female
29 (69.0%)
13 (31.0%)
42 (100%)
To al
73 (64.0%)
41 (36.0%)
114 (100%)
O he male esponden s, 61.1% esponded posi i ely ha
using social media mo e would make hem mo e s essed,
compa ed o 38.9% who esponded nega i ely.
O he emale esponden s, 69.0% ga e a posi i e esponse,
compa ed o 31.0% who did no sha e his opinion.
I is e iden om he eplies ha 64.0% o esponden s,
including bo h gende s, ag eed ha i would lead o mo e
s ess.
Table 10: The gadge ha is used o access social media
Age
Lap op
Sma
phone
Tab
Pc
To al
18 yea s
20 yea s
10 (14.5%)
9 (13.0%)
8 (11.6%)
37
(53.6%)
64 (92.8%)
20 yea s
23 yea s
4 (9.8%)
39 (95.1%)
7 (17.1%)
13
(31.7%)
63
(153.7%)
23 yea s
27 yea s
- (0%)
4 (100.0%)
1 (25.0%)
- (0%)
5 (125.0%)
27 yea s
& abo e
- (0%)
- (0%)
- (0%)
- (0%)
- (0%)
To al
14 (12.3%)
52 (45.6%)
16 (14.0%)
50
(43.9%)
132
(115.8%)
**The o e all pe cen age is highe han 100 because o
many eplies. The majo i y o esponden s (45.6%) said hey
p e e o use hei sma phones o su social media,
ollowed by compu e s (43.9%). One in iguing inding is
ha 12.3% and 14.0% o esponden s, espec i ely, p e e o
use lap ops and able s o su social media, which amply
demons a es social media addic ion.
Table 11: Regula i y o social media b owsing
Age
Lap op
Sma phone
Tab
Pc
To al
18 yea s 20 yea s
20 (29.0%)
8 (11.6%)
16 (23.2%)
25 (36.2%)
69 (100%)
20 yea s 23 yea s
25 (61.0%)
14 (34.1%)
- (0%)
2 (4.9%)
41 (100%)
23 yea s 27 yea s
2 (50.0%)
1 (25.0%)
1 (25.0%)
- (0%)
4 (%)
27 yea s & abo e
- (0%)
- (0%)
- (0%)
- (0%)
- (0%)
To al
47 (41.2%)
23 (20.2%)
17 (14.9%)
27 (23.7%)
114 (100%)
Ou o 114 esponden s, 41.2% o hem ead social
ne wo king websi es e e y day, 20.0% do so once e e y
h ee days, 14.9% do so once a week, and 23.7% do so
seldom.
The esul s clea ly demons a e ha he majo i y o su ey
esponden s u ilize social media on a daily basis.
Conclusion
In a nu shell, he s udy's esul s showed ha young people
who spen mo e Indi iduals who spen mo e ime on social
media and used mo e pla o ms we e mo e likely o conside
hemsel es hooked. S uden s' quali a i e eplies p o ided
some p elimina y answe s o ce ain gaps in he esea ch;
hey said ha s uden s do no engage in alse-sel
p esen a ion p ac ices o exagge a e hei pa icipa ion o
a o able quali ies. misin o ma ion has pe mea ed many
o ms o media ecosys em o qui e some ime. While social
media p o ides he means o quickly p oduce and
dissemina e alse news, sa i e, and in en ionally alse news
ha e en e ed ou daily news ou ine.
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