Reliance on emotion promotes belief in fake news
Open accessAbstract
What is the role of emotion in susceptibility to believing fake news? Prior work on the psychology of misinformation has focused primarily on the extent to which reason and deliberation hinder versus help the formation of accurate beliefs. Several studies have suggested that people who engage in more reasoning are less likely to fall for fake news. However, the role of reliance on emotion in belief in fake news remains unclear. To shed light on this issue, we explored the relationship between experiencing specific emotions and believing fake news (Study 1; N = 409). We found that across a wide range of specific emotions, heightened emotionality at the outset of the study was predictive of greater belief in fake (but not real) news posts. Then, in Study 2, we measured and manipulated reliance on emotion versus reason across four experiments (total N = 3884). We found both correlational and causal evidence that reliance on emotion increases belief in fake news: self-reported use of emotion was positively associated with belief in fake (but not real) news, and inducing reliance on emotion resulted in greater belief in fake (but not real) news stories compared to a control or to inducing reliance on reason. These results shed light on the unique role that emotional processing may play in susceptibility to fake news.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Fake news tends to contain increased negative sentiment.
“Fake news tends to contain increased negative (Martel et al., 2020).”
From The Psycho-Emotive Effects of AI-Generated Fake News on Social Media Users (2026) · cites this paper as Martel et al., 2020
People fall for fake news, in part, because they rely too heavily on emotion.
“People fall for fake news, in part, because they rely too heavily on emotion (Martel et al., 2020).”
From The Psycho-Emotive Effects of AI-Generated Fake News on Social Media Users (2026) · cites this paper as Martel et al., 2020
Priming people with emotion has been demonstrated to hinder people's ability to discern real from fake news.
“and hinder people’s ability to discern real from fake news (54).”
From Deepfake detection by human crowds, machines, and machine-informed crowds (2022) · cites this paper as [54]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Fitting Linear Mixed-Effects Models Using <b>lme4</b>
Bates, D., Mächler, M., Bolker, B., & Walker, S. (2015) · Journal of Statistical Software · doi:10.18637/jss.v067.i01 · Cited by 86,835 · see citing works
Development and validation of brief measures of positive and negative affect: The PANAS scales.
Watson, D., Clark, L. A., & Tellegen, A. (1988) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.54.6.1063 · Cited by 32,433 · see citing works
<b>lmerTest</b> Package: Tests in Linear Mixed Effects Models
Kuznetsova, A., Brockhoff, P. B., & Christensen, R. H. B. (2017) · Journal of Statistical Software · doi:10.18637/jss.v082.i13 · Cited by 24,346 · see citing works
Data Analysis Using Regression and Multilevel/Hierarchical Models
Gelman, A., & Hill, J. (2006) · doi:10.1017/cbo9780511790942 · Cited by 13,597 · see citing works
The spread of true and false news online
Vosoughi, S., Roy, D., & Aral, S. (2018) · Science · doi:10.1126/science.aap9559 · Cited by 8,847 · see citing works
Social Media and Fake News in the 2016 Election
Allcott, H., & Gentzkow, M. (2017) · Journal of Economic Perspectives · doi:10.1257/jep.31.2.211 · Cited by 6,767 · see citing works
Cognitive Reflection and Decision Making
Frederick, S. (2005) · Journal of Economic Perspectives · doi:10.1257/089533005775196732 · Cited by 5,256 · see citing works
Lazer, D. M. J., Baum, M. A., Benkler, Y., Berinsky, A. J., Greenhill, K. M., Menczer, F., Metzger, M. J., Nyhan, B., Pennycook, G., Rothschild, D., et al. (2018) · Science · doi:10.1126/science.aao2998 · Cited by 4,160 · see citing works
Self-citationLerner, J. S., & Keltner, D. (2001) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.81.1.146 · Cited by 3,325 · see citing works
POSNER, J., RUSSELL, J. A., & PETERSON, B. S. (2005) · Development and Psychopathology · doi:10.1017/s0954579405050340 · Cited by 2,602 · see citing works
The Polarizing Impact of Science Literacy and Numeracy on Perceived Climate Change Risks
Braman, D., Kahan, D. M., Peters, E. M., Wittlin, M., Slovic, P., Ouellette, L. L., & Mandel, G. N. (2012) · Scholarly Commons - George Washington University Law School (George Washington University) · Cited by 2,299 · see citing works
In two minds: dual-process accounts of reasoning
Evans, J. S. B. T. (2003) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2003.08.012 · Cited by 2,259 · see citing works
Pennycook, G., & Rand, D. G. (2019) · Cognition · doi:10.1016/j.cognition.2018.06.011 · Cited by 2,022 · see citing works
Self-citationAccuracy of Deception Judgments
Bond, C. F., & DePaulo, B. M. (2006) · Personality and Social Psychology Review · doi:10.1207/s15327957pspr1003_2 · Cited by 1,953 · see citing works
Handbook of theories of social psychology
(2012) · Choice Reviews Online · doi:10.5860/choice.49-5135 · Cited by 1,924 · see citing works
Pennycook, G., McPhetres, J., Zhang, Y., Lu, J. G., & Rand, D. G. (2020) · Psychological Science · doi:10.1177/0956797620939054 · Cited by 1,715 · see citing works
Self-citationLess than you think: Prevalence and predictors of fake news dissemination on Facebook
Guess, A., Nagler, J., & Tucker, J. (2019) · Science Advances · doi:10.1126/sciadv.aau4586 · Cited by 1,652 · see citing works
International Handbook of Emotions in Education
Allen, V. D., MacCann, C., Matthews, G., & Roberts, R. D. (2014) · Routledge eBooks · doi:10.4324/9780203148211 · Cited by 1,599 · see citing works
Ideology, motivated reasoning, and cognitive reflection
Kahan, D. M. (2013) · Judgment and Decision Making · doi:10.1017/s1930297500005271 · Cited by 1,302 · see citing works
Prior exposure increases perceived accuracy of fake news
Pennycook, G., Cannon, T. D., & Rand, D. G. (2018) · Journal of Experimental Psychology General · doi:10.1037/xge0000465 · Cited by 1,268 · see citing works
Judd, C. M., Westfall, J., & Kenny, D. A. (2012) · Journal of Personality and Social Psychology · doi:10.1037/a0028347 · Cited by 1,236 · see citing works
The Generalizability of Survey Experiments
Mullinix, K. J., Leeper, T. J., Druckman, J. N., & Jeremy Freese, A. (2015) · Journal of Experimental Political Science · doi:10.1017/xps.2015.19 · Cited by 1,235 · see citing works
Coppock, A., & McClellan, O. A. (2019) · Research & Politics · doi:10.1177/2053168018822174 · Cited by 987 · see citing works
Fighting misinformation on social media using crowdsourced judgments of news source quality
Pennycook, G., & Rand, D. G. (2019) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1806781116 · Cited by 947 · see citing works
Self-citationFeelings-as-Information Theory
Schwarz, N. (2012) · SAGE Publications Ltd eBooks · doi:10.4135/9781446249215.n15 · Cited by 927 · see citing works
Motivated numeracy and enlightened self-government
KAHAN, D. M., PETERS, E., DAWSON, E. C., & SLOVIC, P. (2017) · Behavioural Public Policy · doi:10.1017/bpp.2016.2 · Cited by 883 · cited 2× · see citing works
“One popular perspective on belief in misinformation, which we will call the motivated cognition account, argues that analytic thinking—rather than emotional responses—are primarily to blame (Kahan 2017).”
BackgroundResultPennycook, G., & Rand, D. G. (2020) · Journal of Personality · doi:10.1111/jopy.12476 · Cited by 879 · see citing works
Self-citationNegative affect and social judgment: The differential impact of anger and sadness
Bodenhausen, G. V., Sheppard, L. A., & Kramer, G. P. (1994) · European Journal of Social Psychology · doi:10.1002/ejsp.2420240104 · Cited by 876 · see citing works
Random effects structure for testing interactions in linear mixed-effects models
Barr, D. J. (2013) · Frontiers in Psychology · doi:10.3389/fpsyg.2013.00328 · Cited by 782 · see citing works
Fake News and The Economy of Emotions
Bakir, V., & McStay, A. (2017) · Digital Journalism · doi:10.1080/21670811.2017.1345645 · Cited by 778 · see citing works
Analytic thinking reduces belief in conspiracy theories
Swami, V., Voracek, M., Stieger, S., Tran, U. S., & Furnham, A. (2014) · Cognition · doi:10.1016/j.cognition.2014.08.006 · Cited by 726 · see citing works
Horne, B. D., & Adalı, S. (2017) · Proceedings of the International AAAI Conference on Web and Social Media · doi:10.1609/icwsm.v11i1.14976 · Cited by 715 · see citing works
Personality, mood, and cognitive processing of emotional information: Three conceptual frameworks.
Rusting, C. L. (1998) · Psychological Bulletin · doi:10.1037/0033-2909.124.2.165 · Cited by 618 · see citing works
Moral outrage in the digital age
Crockett, M. J. (2017) · Nature Human Behaviour · doi:10.1038/s41562-017-0213-3 · Cited by 618 · cited 1× · see citing works
“Fourth, fake news is often aimed at eliciting high emotionality (Bakir and McStay 2018; Horne and Adali 2017) and specific emotions such as moral outrage (e.g., Crockett 2017).”
BackgroundInvestigating an alternate form of the cognitive reflection test
Thomson, K. S., & Oppenheimer, D. M. (2016) · Judgment and Decision Making · doi:10.1017/s1930297500007622 · Cited by 612 · see citing works
Drummond, C., & Fischhoff, B. (2017) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1704882114 · Cited by 607 · see citing works
Fake news, fast and slow: Deliberation reduces belief in false (but not true) news headlines.
Bago, B., Rand, D. G., & Pennycook, G. (2020) · Journal of Experimental Psychology: General · doi:10.1037/xge0000729 · Cited by 593 · see citing works
Self-citationExposure to untrustworthy websites in the 2016 US election
Guess, A. M., Nyhan, B., & Reifler, J. (2020) · Nature Human Behaviour · doi:10.1038/s41562-020-0833-x · Cited by 587 · see citing works
Valentino, N. A., Hutchings, V. L., Banks, A. J., & Davis, A. K. (2008) · Political Psychology · doi:10.1111/j.1467-9221.2008.00625.x · Cited by 569 · see citing works
Divine intuition: Cognitive style influences belief in God.
Shenhav, A., Rand, D. G., & Greene, J. D. (2012) · Journal of Experimental Psychology: General · doi:10.1037/a0025391 · Cited by 557 · see citing works
Self-citationBrauer, M., & Curtin, J. J. (2018) · Psychological Methods · doi:10.1037/met0000159 · Cited by 555 · see citing works
Analytic cognitive style predicts religious and paranormal belief
Pennycook, G., Cheyne, J. A., Seli, P., Koehler, D. J., & Fugelsang, J. A. (2012) · Cognition · doi:10.1016/j.cognition.2012.03.003 · Cited by 544 · see citing works
Self-citationOn the reception and detection of pseudo-profound bullshit
Pennycook, G., Allan Cheyne, J., Barr, N., Koehler, D. J., & Fugelsang, J. A. (2015) · Judgment and Decision Making · doi:10.1017/s1930297500006999 · Cited by 536 · see citing works
Self-citationWeeks, B. E. (2015) · Journal of Communication · doi:10.1111/jcom.12164 · Cited by 531 · see citing works
Evaluating the fake news problem at the scale of the information ecosystem
Allen, J., Howland, B., Mobius, M., Rothschild, D., & Watts, D. J. (2020) · Science Advances · doi:10.1126/sciadv.aay3539 · Cited by 528 · see citing works
Generalizing from Survey Experiments Conducted on Mechanical Turk: A Replication Approach
Coppock, A. (2019) · Political Science Research and Methods · doi:10.1017/psrm.2018.10 · Cited by 515 · see citing works
Civic Engagements: Resolute Partisanship or Reflective Deliberation
MacKuen, M., Wolak, J., Keele, L. J., & Marcus, G. E. (2010) · American Journal of Political Science · doi:10.1111/j.1540-5907.2010.00440.x · Cited by 502 · see citing works
The Robot's Rebellion: Finding Meaning in the Age of Darwin
Stanovich, K. (2004) · Choice Reviews Online · doi:10.5860/choice.42-2149 · Cited by 480 · see citing works
What makes us think? A three-stage dual-process model of analytic engagement
Pennycook, G., Fugelsang, J. A., & Koehler, D. J. (2015) · Cognitive Psychology · doi:10.1016/j.cogpsych.2015.05.001 · Cited by 474 · see citing works
Self-citationMercer, J. (2010) · International Organization · doi:10.1017/s0020818309990221 · Cited by 431 · see citing works
Misconceptions, Misinformation, and the Logic of Identity-Protective Cognition
Kahan, D. M. (2017) · doi:10.2139/ssrn.2973067 · Cited by 423 · see citing works
Accuracy in detecting truths and lies: Documenting the “veracity effect”
Levine, T. R., Park, H. S., & McCornack, S. A. (1999) · Communication Monographs · doi:10.1080/03637759909376468 · Cited by 422 · see citing works
Confirmation bias, ingroup bias, and negativity bias in selective exposure to political information
Knobloch-Westerwick, S., Mothes, C., & Polavin, N. (2020) · Communication Research · doi:10.1177/0093650217719596 · Cited by 391 · see citing works
Natural myside bias is independent of cognitive ability
Stanovich, K. E., & West, R. F. (2007) · Thinking & Reasoning · doi:10.1080/13546780600780796 · Cited by 356 · see citing works
Diener, E., & Larsen, R. J. (1984) · Journal of Personality and Social Psychology · doi:10.1037//0022-3514.47.4.871 · Cited by 353 · see citing works
The polarizing impact of science literacy and numeracy on perceived climate change risks
Kahan, D. M., Peters, E., Wittlin, M., Slovic, P., Ouellette, L. L., Braman, D., & Mandel, G. (2012) · Nature Climate Change · doi:10.1038/nclimate1547 · Cited by 352 · see citing works
Bronstein, M. V., Pennycook, G., Bear, A., Rand, D. G., & Cannon, T. D. (2019) · Journal of Applied Research in Memory and Cognition · doi:10.1016/j.jarmac.2018.09.005 · Cited by 324 · see citing works
Self-citationThe Robot's Rebellion: Finding Meaning in the Age of Darwin
Stanovich, K. E. (2004) · Cited by 316 · see citing works
Diener, E., & Larsen, R. J. (1984) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.47.4.871 · Cited by 302 · see citing works
Brashier, N. M., & Marsh, E. J. (2020) · Annual Review of Psychology · doi:10.1146/annurev-psych-010419-050807 · Cited by 288 · see citing works
Emotional Dynamics in the Age of Misinformation
Zollo, F., Novak, P. K., Del Vicario, M., Bessi, A., Mozetič, I., Scala, A., Caldarelli, G., & Quattrociocchi, W. (2015) · PLOS ONE · doi:10.1371/journal.pone.0138740 · Cited by 273 · see citing works
Attentional resource allocation to emotional events: An ERP study
Meinhardt, J., & Pekrun, R. H. (2003) · Cognition & Emotion · doi:10.1080/02699930244000039 · Cited by 259 · see citing works
Cross-Sample Comparisons and External Validity
Krupnikov, Y., & Levine, A. S. (2014) · Journal of Experimental Political Science · doi:10.1017/xps.2014.7 · Cited by 251 · see citing works
On being happy and gullible: Mood effects on skepticism and the detection of deception
Forgas, J. P., & East, R. (2008) · Journal of Experimental Social Psychology · doi:10.1016/j.jesp.2008.04.010 · Cited by 247 · see citing works
Pausing to consider why a headline is true or false can help reduce the sharing of false news
Fazio, L. (2020) · Harvard Kennedy School Misinformation Review · doi:10.37016/mr-2020-009 · Cited by 187 · see citing works
Cognitive reflection correlates with behavior on Twitter
Mosleh, M., Pennycook, G., Arechar, A. A., & Rand, D. G. (2021) · Nature Communications · doi:10.1038/s41467-020-20043-0 · Cited by 175 · see citing works
Self-citationEpistemic beliefs’ role in promoting misperceptions and conspiracist ideation
Garrett, R. K., & Weeks, B. E. (2017) · PLOS ONE · doi:10.1371/journal.pone.0184733 · Cited by 167 · see citing works
Effron, D. A., & Raj, M. (2019) · Psychological Science · doi:10.1177/0956797619887896 · Cited by 160 · see citing works
Signaling emotion and reason in cooperation.
Levine, E. E., Barasch, A., Rand, D. G., Berman, J. Z., & Small, D. A. (2018) · Journal of Experimental Psychology General · doi:10.1037/xge0000399 · Cited by 132 · see citing works
Self-citationBriñol, P., Petty, R. E., Stavraki, M., Lamprinakos, G., Wagner, B., & Díaz, D. (2018) · Journal of Personality and Social Psychology · doi:10.1037/pspa0000118 · Cited by 89 · see citing works
The relation between different types of religiosity and analytic cognitive style
Bahçekapılı, H. G., & Yılmaz, O. (2017) · Personality and Individual Differences · doi:10.1016/j.paid.2017.06.013 · Cited by 72 · see citing works
Getting a Grip: The PET Framework for Studying How Reader Emotions Influence Comprehension
Bohn-Gettler, C. M. (2019) · Discourse Processes · doi:10.1080/0163853x.2019.1611174 · Cited by 72 · see citing works
Reducing reliance on inaccurate information
Rapp, D., Hinze, S., Kohlhepp, K., & Ryskin, R. (2013) · Memory & Cognition · doi:10.3758/s13421-013-0339-0 · Cited by 68 · see citing works
Koch, A. S., & Forgas, J. P. (2011) · Journal of Experimental Social Psychology · doi:10.1016/j.jesp.2011.10.006 · Cited by 68 · see citing works
Happy Believers and Sad Skeptics? Affective Influences on Gullibility
Forgas, J. P. (2019) · Current Directions in Psychological Science · doi:10.1177/0963721419834543 · Cited by 61 · see citing works
Understanding and Reducing the Spread of Misinformation Online
Pennycook, G., Epstein, Z. G., Mosleh, M., Arechar, A. A., Eckles, D., & Rand, D. G. (2020) · ACR North American Advances · Cited by 61 · see citing works
Self-citationFluency and positivity as possible causes of the truth effect
Unkelbach, C., Bayer, M., Alves, H., Koch, A. S., & Stahl, C. (2010) · Consciousness and Cognition · doi:10.1016/j.concog.2010.09.015 · Cited by 51 · see citing works
A flexible influence of affective feelings on creative and analytic performance.
Huntsinger, J. R., & Ray, C. E. (2016) · Emotion · doi:10.1037/emo0000188 · Cited by 50 · see citing works
Mashuri, A., Zaduqisti, E., Sukmawati, F., Sakdiah, H., & Suharini, N. (2016) · Psychology and Developing Societies · doi:10.1177/0971333615622893 · Cited by 30 · see citing works
Rumors of the 'Nonreplication' of the 'Motivated Numeracy Effect' are Greatly ExaggeratedPreprint
Kahan, D. M., & Peters, E. M. (2017) · SSRN Electronic Journal · doi:10.2139/ssrn.3026941 · Cited by 18 · see citing works
Cognitive reflection correlates with behavior on TwitterPreprint
Mosleh, M., Pennycook, G., Arechar, A. A., et al. (2019) · doi:10.31234/osf.io/qaswn · Cited by 17 · see citing works
Self-citationCulture as a Moderator of Epistemically Suspect Beliefs
Majima, Y., Walker, A. C., Turpin, M., & Fugelsang, J. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.745580 · Cited by 15 · see citing works
Culture and Epistemically Suspect BeliefsPreprint
Majima, Y., Walker, A. C., Turpin, M. H., & Fugelsang, J. A. (2020) · doi:10.31234/osf.io/qmtn6 · Cited by 2 · see citing works
Freeze, M., Baumgartner, M., Bruno, P., et al. (2019) · Harvard Dataverse · doi:10.7910/dvn/trr0dk · Cited by 2 · see citing works
Flagged first, then by citations
Research works printed but not linked: 1
- Ballarini, C., & Sloman, S. A. (2017). Reasons and the “Motivated numeracy effect”. In Proceedings of the 39th annual meeting of the cognitive science society (pp. 1580–1585).
Cited by
Sorted by citations
Pennycook, G., & Rand, D. G. (2021) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2021.02.007 · Cited by 1,360 · see citing works
Self-citationFake news, fast and slow: Deliberation reduces belief in false (but not true) news headlines.
Bago, B., Rand, D. G., & Pennycook, G. (2020) · Journal of Experimental Psychology: General · doi:10.1037/xge0000729 · Cited by 593 · see citing works
Self-citationPennycook, G., & Rand, D. G. (2022) · Nature Communications · doi:10.1038/s41467-022-30073-5 · Cited by 270 · see citing works
Self-citationDeepfake detection by human crowds, machines, and machine-informed crowds
Groh, M., Epstein, Z., Firestone, C., & Picard, R. (2022) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2110013119 · Cited by 248 · see citing works
Bryanov, K., & Vziatysheva, V. (2021) · PLOS ONE · doi:10.1371/journal.pone.0253717 · Cited by 211 · see citing works
Political Psychology in the Digital (mis)Information age: A Model of News Belief and Sharing
Van Bavel, J. J., Harris, E. A., Pärnamets, P., Rathje, S., Doell, K. C., & Tucker, J. A. (2021) · Social Issues and Policy Review · doi:10.1111/sipr.12077 · Cited by 213 · see citing works
Algorithm-mediated social learning in online social networks
Brady, W. J., Jackson, J. C., Lindström, B., & Crockett, M. J. (2023) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2023.06.008 · Cited by 132 · see citing works
The social media context interferes with truth discernment
Epstein, Z., Sirlin, N., Arechar, A., Pennycook, G., & Rand, D. (2023) · Science Advances · doi:10.1126/sciadv.abo6169 · Cited by 100 · see citing works
Self-citationEmotions explain differences in the diffusion of true vs. false social media rumors
Pröllochs, N., Bär, D., & Feuerriegel, S. (2021) · Scientific Reports · doi:10.1038/s41598-021-01813-2 · Cited by 77 · see citing works
Epstein, Z., Pennycook, G., & Rand, D. (2020) · Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems · doi:10.1145/3313831.3376232 · Cited by 67 · see citing works
Self-citationEmotions in online rumor diffusion
Pröllochs, N., Bär, D., & Feuerriegel, S. (2021) · EPJ Data Science · doi:10.1140/epjds/s13688-021-00307-5 · Cited by 63 · see citing works
On manipulation by emotional AI: UK adults’ views and governance implications
Bakir, V., Laffer, A., McStay, A., Miranda, D., & Urquhart, L. (2024) · Frontiers in Sociology · doi:10.3389/fsoc.2024.1339834 · Cited by 34 · see citing works
Investigating Fake and Reliable News Sources Using Complex Networks Analysis
Mazzeo, V., & Rapisarda, A. (2022) · Frontiers in Physics · doi:10.3389/fphy.2022.886544 · Cited by 6 · see citing works
Emotionally based strategic communications as a new tool in defensive cognitive warfare
Ćosić, K., Popović, S., & Wiederhold, B. (2026) · Frontiers in Psychology · doi:10.3389/fpsyg.2026.1751406 · Cited by 4 · see citing works
The Psycho-Emotive Effects of AI-Generated Fake News on Social Media Users
Grigoryan, G., Eddine Salmi, S., Huichun, N., & Shi, J. (2026) · Modern Psychology · doi:10.46991/sbmp/2026.9.1.034
- Authors
- Martel, C., Pennycook, G., & Rand, D. G.
- Affiliations
- Massachusetts Institute of Technology (US)
- University of Regina (CA)
- Corresponding author
- Martel, Cameron
- Venue
- Cognitive Research: Principles and Implications
- Published
- 2020-10-07
- Volume
- 5
- Issue
- 1
- Pages
- 47-47
- ISSN
- 2365-7464 (ISSN-L)
- PMC
- PMC7539247
- OpenAlex
- W3000970298
- Cited by
- 470
- References
- 84
- Citations by year
- 2026: 50 · 2025: 93 · 2024: 103 · 2023: 93 · 2022: 66 · 2021: 55 · 2020: 9 · 2019: 1
- FWCI
- 74.85
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- Cognitive Research Principles and Implications (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- DSpace@MIT (Massachusetts Institute of Technology) (submittedVersion, cc-by-nc)
- Funders
- Ethics and Governance of Artificial Intelligence Initiative of the Miami Foundation
- William and Flora Hewlett Foundation
- Omidyar Network
- John Templeton Foundation
- Canadian Institute of Health Research
- Social Sciences and Humanities Research Council of Canada
- National Science Foundation Graduate Research Fellowship (174530)
- Topics
- Social Sciences › Sociology and Political Science › Misinformation and Its Impacts
- Social Sciences › Psychology › Social Psychology › Deception detection and forensic psychology
- Social Sciences › Arts and Humanities › Philosophy › Epistemology, Ethics, and Metaphysics
- Keywords
- fake news, misinformation, emotional processing, belief formation, misinformation susceptibility, emotionality, reasoning
- MeSH terms
- Adult, Communication, Emotions, Female, Humans, Deception, Male, Psychological Theory, Thinking, Social Media
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review