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Understanding Trust in AI as an Information Source: Cross-Country Evidence

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  • Sanchaita Hazra
  • Marta Serra-Garcia

Abstract

LLMs are emerging as information sources that influence organizational knowledge, though trust in them varies. This paper combines data from a large-scale experiment and the World Values Survey (WVS) to examine the determinants of trust in LLMs. The experiment measures trust in LLM-generated answers to policy-relevant questions among over 2,900 participants across 11 countries. Trust in the LLM is significantly lower in high-income countries-especially among individuals with right-leaning political views and lower educational attainment-compared to low- and middle-income countries. Using large-scale data on trust from the WVS, we show that patterns of trust in the LLM differ from those in generalized trust but closely align with trust in traditional information sources. These findings highlight that comparing trust in LLMs to other forms of societal trust can deepen our understanding of the potential societal impacts of AI.

Suggested Citation

  • Sanchaita Hazra & Marta Serra-Garcia, 2025. "Understanding Trust in AI as an Information Source: Cross-Country Evidence," CESifo Working Paper Series 11954, CESifo.
  • Handle: RePEc:ces:ceswps:_11954
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    1. Stephen Knack & Philip Keefer, 1997. "Does Social Capital Have an Economic Payoff? A Cross-Country Investigation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(4), pages 1251-1288.
    2. Michèle Belot & Jeroen Ven, 2017. "How private is private information? The ability to spot deception in an economic game," Experimental Economics, Springer;Economic Science Association, vol. 20(1), pages 19-43, March.
    3. Katherine Baldiga Coffman, 2014. "Evidence on Self-Stereotyping and the Contribution of Ideas," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(4), pages 1625-1660.
    4. Sutter, Matthias & Kocher, Martin G., 2007. "Trust and trustworthiness across different age groups," Games and Economic Behavior, Elsevier, vol. 59(2), pages 364-382, May.
    5. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2004. "The Role of Social Capital in Financial Development," American Economic Review, American Economic Association, vol. 94(3), pages 526-556, June.
    6. Guido Tabellini, 2010. "Culture and Institutions: Economic Development in the Regions of Europe," Journal of the European Economic Association, European Economic Association, vol. 8(4), pages 677-716, June.
    7. Carvajal, Daniel & Franco, Catalina & Isaksson, Siri, 2024. "Will Artificial Intelligence Get in the Way of Achieving Gender Equality?," Discussion Paper Series in Economics 3/2024, Norwegian School of Economics, Department of Economics, revised 28 Apr 2025.
    8. Dean Karlan & Markus Mobius & Tanya Rosenblat & Adam Szeidl, 2009. "Trust and Social Collateral," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(3), pages 1307-1361.
    9. Weiguang Wang & Guodong (Gordon) Gao & Ritu Agarwal, 2024. "Friend or Foe? Teaming Between Artificial Intelligence and Workers with Variation in Experience," Management Science, INFORMS, vol. 70(9), pages 5753-5775, September.
    10. Stephen V. Burks & Jeffrey P. Carpenter & Lorenz Goette & Aldo Rustichini, 2013. "Overconfidence and Social Signalling," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 80(3), pages 949-983.
    11. Marta Serra-Garcia & Uri Gneezy, 2021. "Mistakes, Overconfidence, and the Effect of Sharing on Detecting Lies," American Economic Review, American Economic Association, vol. 111(10), pages 3160-3183, October.
    12. Dargnies, Marie-Pierre & Hakimov, Rustamdjan & Kübler, Dorothea, 2022. "Aversion to hiring algorithms: Transparency, gender profiling, and self-confidence," Discussion Papers, Research Unit: Market Behavior SP II 2022-202, WZB Berlin Social Science Center.
    13. Elizabeth Gibney, 2024. "What the EU’s tough AI law means for research and ChatGPT," Nature, Nature, vol. 626(8001), pages 938-939, February.
    14. Michael D. Lee & Megan N. Lee, 2017. "The relationship between crowd majority and accuracy for binary decisions," Judgment and Decision Making, Society for Judgment and Decision Making, vol. 12(4), pages 328-343, July.
    15. Tom Lane & Daniele Nosenzo & Silvia Sonderegger, 2023. "Law and Norms: Empirical Evidence," American Economic Review, American Economic Association, vol. 113(5), pages 1255-1293, May.
    16. Yuriy Gorodnichenko & Gerard Roland, 2011. "Which Dimensions of Culture Matter for Long-Run Growth?," American Economic Review, American Economic Association, vol. 101(3), pages 492-498, May.
    17. Lee, Michael D. & Lee, Megan N., 2017. "The relationship between crowd majority and accuracy for binary decisions," Judgment and Decision Making, Cambridge University Press, vol. 12(4), pages 328-343, July.
    18. Sebastian Farquhar & Jannik Kossen & Lorenz Kuhn & Yarin Gal, 2024. "Detecting hallucinations in large language models using semantic entropy," Nature, Nature, vol. 630(8017), pages 625-630, June.
    19. Stefan Feuerriegel & Renée DiResta & Josh A. Goldstein & Srijan Kumar & Philipp Lorenz-Spreen & Michael Tomz & Nicolas Pröllochs, 2023. "Research can help to tackle AI-generated disinformation," Nature Human Behaviour, Nature, vol. 7(11), pages 1818-1821, November.
    20. Nan, Xiaoli & Wang, Yuan & Thier, Kathryn, 2022. "Why do people believe health misinformation and who is at risk? A systematic review of individual differences in susceptibility to health misinformation," Social Science & Medicine, Elsevier, vol. 314(C).
    21. repec:cup:judgdm:v:12:y:2017:i:4:p:328-343 is not listed on IDEAS
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    Keywords

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    JEL classification:

    • D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness
    • D91 - Microeconomics - - Micro-Based Behavioral Economics - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making
    • C72 - Mathematical and Quantitative Methods - - Game Theory and Bargaining Theory - - - Noncooperative Games
    • C91 - Mathematical and Quantitative Methods - - Design of Experiments - - - Laboratory, Individual Behavior

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