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Exploring the Links between Personality Traits and Susceptibility to Disinformation

Published: 29 August 2021 Publication History

Abstract

The growth of online Digital/social media has allowed a variety of ideas and opinions to coexist. Social Media has appealed users due to the ease of fast dissemination of information at low cost and easy access. However, due to the growth in affordance of Digital platforms, users have become prone to consume disinformation, misinformation, propaganda, and conspiracy theories. In this paper, we wish to explore the links between the personality traits given by the Big Five Inventory and their susceptibility to disinformation. More specifically, this study is attributed to capture the short-term as well as the long-term effects of disinformation and its effects on the five personality traits. Further, we expect to observe that different personalities traits have different shifts in opinion and different increase or decrease of uncertainty on an issue after consuming the disinformation. Based on the findings of this study, we would like to propose a personalized narrative-based change in behavior for different personality traits.

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References

[1]
Evangelia Anagnostopoulou, Babis Magoutas, Efthimios Bothos, Johann Schrammel, Rita Orji, and Gregoris Mentzas. 2017. Exploring the Links Between Persuasion, Personality and Mobility Types in Personalized Mobility Applications. In Persuasive Technology: Development and Implementation of Personalized Technologies to Change Attitudes and Behaviors, Peter W. de Vries, Harri Oinas-Kukkonen, Liseth Siemons, Nienke Beerlage-de Jong and Lisette van Gemert-Pijnen (eds.). Springer International Publishing, Cham, 107--118.
[2]
Dustin P. Calvillo, Ryan J.B. Garcia, Kiana Bertrand, and Tommi A. Mayers. 2021. Personality factors and self-reported political news consumption predict susceptibility to political fake news. Personality and Individual Differences 174, (May 2021), 110666.
[3]
Dustin P. Calvillo, Bryan J. Ross, Ryan J. B. Garcia, Thomas J. Smelter, and Abraham M. Rutchick. 2020. Political Ideology Predicts Perceptions of the Threat of COVID-19 (and Susceptibility to Fake News About It). Social Psychological and Personality Science 11, 8 (November 2020), 1119--1128.
[4]
Franz Faul, Edgar Erdfelder, Albert-Georg Lang, and Axel Buchner. 2007. G*Power 3: A flexible statistical power analysis program for the social, behavioral, and biomedical sciences. Behavior Research Methods 39, 2 (May 2007), 175--191.
[5]
Lisa K. Fazio, Nadia M. Brashier, B. Keith Payne, and Elizabeth J. Marsh. 2015. Knowledge does not protect against illusory truth. Journal of Experimental Psychology: General 144, 5 (October 2015), 993--1002.
[6]
Jeffrey Gottfried and Elisa Shearer. 2016. News Use Across Social Media Platforms 2016. Pew Research Center's Journalism Project. Retrieved June 13, 2021 from https://www.journalism.org/2016/05/26/news-use-across-social-media-platforms-2016/.
[7]
Sajanee Halko and Julie A. Kientz. 2010. Personality and Persuasive Technology: An Exploratory Study on Health-Promoting Mobile Applications. In Persuasive Technology, Thomas Ploug, Per Hasle and Harri Oinas-Kukkonen (eds.). Springer Berlin Heidelberg, Berlin, Heidelberg, 150--161.
[8]
Oliver P John, Eileen M Donahue, and Robert L Kentle. 1991. Big five inventory. Journal of Personality and Social Psychology (1991).
[9]
David M. J. Lazer, Matthew A. Baum, Yochai Benkler, Adam J. Berinsky, Kelly M. Greenhill, Filippo Menczer, Miriam J. Metzger, Brendan Nyhan, Gordon Pennycook, David Rothschild, Michael Schudson, Steven A. Sloman, Cass R. Sunstein, Emily A. Thorson, Duncan J. Watts, and Jonathan L. Zittrain. 2018. The science of fake news. Science 359, 6380 (March 2018), 1094.
[10]
Stephan Lewandowsky and Sander van der Linden. 2021. Countering Misinformation and Fake News Through Inoculation and Prebunking. European Review of Social Psychology (February 2021), 1--38.
[11]
Sander van der Linden, Anthony Leiserowitz, Seth Rosenthal, and Edward Maibach. 2017. Inoculating the Public against Misinformation about Climate Change. Global Challenges 1, 2 (February 2017), 1600008.
[12]
Sander van der Linden, Jon Roozenbeek, and Josh Compton. 2020. Inoculating Against Fake News About COVID-19. Front. Psychol. 11, (October 2020), 566790.
[13]
W. J. McGuire and D. Papageorgis. 1961. The relative efficacy of various types of prior belief-defense in producing immunity against persuasion. The Journal of Abnormal and Social Psychology 62, 2 (March 1961), 327--337.
[14]
Rita Orji, Lennart E. Nacke, and Chrysanne Di Marco. 2017. Towards Personality-driven Persuasive Health Games and Gamified Systems. In Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, ACM, Denver Colorado USA, 1015--1027.
[15]
Gordon Pennycook and David G. Rand. 2020. Who falls for fake news? The roles of bullshit receptivity, overclaiming, familiarity, and analytic thinking. J Pers 88, 2 (April 2020), 185--200.
[16]
Jon Roozenbeek and Sander van der Linden. 2019. Fake news game confers psychological resistance against online misinformation. Palgrave Commun 5, 1 (December 2019), 65.
[17]
Christopher J. Soto and Oliver P. John. 2017. The next Big Five Inventory (BFI-2): Developing and assessing a hierarchical model with 15 facets to enhance bandwidth, fidelity, and predictive power. Journal of Personality and Social Psychology 113, 1 (July 2017), 117--143.
[18]
Edson C Tandoc, Darren Lim, and Rich Ling. 2019. Diffusion of disinformation: How social media users respond to fake news and why. Journalism 21, 3 (August 2019), 381--398.
[19]
Colleen Wolverton and David Stevens. 2019. The impact of personality in recognizing disinformation. OIR 44, 1 (December 2019), 181--191.
[20]
John Zarocostas. 2020. How to fight an infodemic. The Lancet 395, 10225 (February 2020).
[21]
Thomas Zerback, Florian Töpfl, and Maria Knöpfle. 2021. The disconcerting potential of online disinformation: Persuasive effects of astroturfing comments and three strategies for inoculation against them. New Media & Society 23, 5 (May 2021), 1080--1098.
[22]
Disinformation and coronavirus | The Interpreter. Retrieved May 19, 2021 from https://www.lowyinstitute.org/the-interpreter/disinformation-and-coronavirus.
[23]
Chinese Virologist Says Dr Fauci Emails Prove Her Wuhan Lab Leak Claims. NDTV.com. Retrieved June 18, 2021 from https://www.ndtv.com/world-news/covid-19-chinese-virologist-says-fauci-emails-prove-her-wuhan-lab-leak-claims-2457013.

Cited By

View all
  • (2024)Artificial Intelligence and Personality: Large Language Models’ Ability to Predict Personality TypeEmerging Media10.1177/275235432412572912:2(311-324)Online publication date: 14-Jun-2024
  • (2024)Online Fake News Opinion Spread and Belief Change: A Systematic ReviewHuman Behavior and Emerging Technologies10.1155/2024/10696702024(1-20)Online publication date: 30-Apr-2024
  • (2024)Why are social media users susceptible to health misinformation? A perspective from complexity theoryAslib Journal of Information Management10.1108/AJIM-10-2023-0439Online publication date: 26-Apr-2024
  • Show More Cited By

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    Published In

    cover image ACM Conferences
    HT '21: Proceedings of the 32nd ACM Conference on Hypertext and Social Media
    August 2021
    306 pages
    ISBN:9781450385510
    DOI:10.1145/3465336
    • General Chair:
    • Owen Conlan,
    • Program Chair:
    • Eelco Herder
    This work is licensed under a Creative Commons Attribution International 4.0 License.

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    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 29 August 2021

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    Author Tags

    1. change
    2. disinformation
    3. personality trait
    4. susceptibility

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    • Short-paper

    Funding Sources

    • Science Foundation Ireland Centre for Research Training in Digitally-Enhanced Reality (d-real)
    • European Regional Development Fund (ERDF)

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    HT '21
    Sponsor:
    HT '21: 32nd ACM Conference on Hypertext and Social Media
    August 30 - September 2, 2021
    Virtual Event, USA

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    Overall Acceptance Rate 378 of 1,158 submissions, 33%

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    Cited By

    View all
    • (2024)Artificial Intelligence and Personality: Large Language Models’ Ability to Predict Personality TypeEmerging Media10.1177/275235432412572912:2(311-324)Online publication date: 14-Jun-2024
    • (2024)Online Fake News Opinion Spread and Belief Change: A Systematic ReviewHuman Behavior and Emerging Technologies10.1155/2024/10696702024(1-20)Online publication date: 30-Apr-2024
    • (2024)Why are social media users susceptible to health misinformation? A perspective from complexity theoryAslib Journal of Information Management10.1108/AJIM-10-2023-0439Online publication date: 26-Apr-2024
    • (2023)The price of (dis)trust – profiling believers of (dis)information in the Hungarian contextSocial Influence10.1080/15534510.2023.227966218:1Online publication date: 7-Dec-2023

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