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Does Cognitive Reflection Relate to Preferences and Socioeconomic Outcomes?

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  • Frank M. Fossen
  • Levent Neyse
  • Carsten Schröder

Abstract

Previous studies report associations of cognitive reflection, the ability to avoid intuitive but potentially wrong decisions by switching to a contemplative mindset, with individual preferences, mostly relying on student samples and laboratory settings. We assess the association of cognitive reflection with preferences in the general population and real-world socioeconomic outcomes. Our preregistered study tests 16 hypotheses from the literature on the basis of randomly drawn population data and accounting for multiple hypothesis testing. We find that cognitive reflection is significantly associated with interpersonal trust and saving, and suggestively with labor income. We cannot confirm previously reported associations with risk and time preferences.

Suggested Citation

  • Frank M. Fossen & Levent Neyse & Carsten Schröder, 2025. "Does Cognitive Reflection Relate to Preferences and Socioeconomic Outcomes?," Journal of Political Economy Microeconomics, University of Chicago Press, vol. 3(2), pages 303-343.
  • Handle: RePEc:ucp:jpemic:doi:10.1086/732653
    DOI: 10.1086/732653
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    1. Chen, Chia-Ching & Chiu, I-Ming & Smith, John & Yamada, Tetsuji, 2013. "Too smart to be selfish? Measures of cognitive ability, social preferences, and consistency," Journal of Economic Behavior & Organization, Elsevier, vol. 90(C), pages 112-122.
    2. Joseph P. Romano & Michael Wolf, 2005. "Stepwise Multiple Testing as Formalized Data Snooping," Econometrica, Econometric Society, vol. 73(4), pages 1237-1282, July.
    3. Brañas-Garza, Pablo & García-Muñoz, Teresa & González, Roberto Hernán, 2012. "Cognitive effort in the Beauty Contest Game," Journal of Economic Behavior & Organization, Elsevier, vol. 83(2), pages 254-260.
    4. David K. Levine & Drew Fudenberg, 2006. "A Dual-Self Model of Impulse Control," American Economic Review, American Economic Association, vol. 96(5), pages 1449-1476, December.
    5. Brice Corgnet & Roberto Hernán-González & Praveen Kujal & David Porter, 2015. "The Effect of Earned Versus House Money on Price Bubble Formation in Experimental Asset Markets," Review of Finance, European Finance Association, vol. 19(4), pages 1455-1488.
    6. Brañas-Garza, Pablo & Kujal, Praveen & Lenkei, Balint, 2019. "Cognitive reflection test: Whom, how, when," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 82(C).
    7. Daniel J. Benjamin & James O. Berger & Magnus Johannesson & Brian A. Nosek & E.-J. Wagenmakers & Richard Berk & Kenneth A. Bollen & Björn Brembs & Lawrence Brown & Colin Camerer & David Cesarini & Chr, 2018. "Redefine statistical significance," Nature Human Behaviour, Nature, vol. 2(1), pages 6-10, January.
      • Daniel Benjamin & James Berger & Magnus Johannesson & Brian Nosek & E. Wagenmakers & Richard Berk & Kenneth Bollen & Bjorn Brembs & Lawrence Brown & Colin Camerer & David Cesarini & Christopher Chambe, 2017. "Redefine Statistical Significance," Artefactual Field Experiments 00612, The Field Experiments Website.
    8. repec:cup:judgdm:v:6:y:2011:i:8:p:771-781 is not listed on IDEAS
    9. Charles N. Noussair & Stefan T. Trautmann & Gijs van de Kuilen, 2014. "Higher Order Risk Attitudes, Demographics, and Financial Decisions," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 81(1), pages 325-355.
    10. Bauer, Michal & Chytilová, Julie & Miguel, Edward, 2020. "Using survey questions to measure preferences: Lessons from an experimental validation in Kenya," European Economic Review, Elsevier, vol. 127(C).
    11. Cueva, Carlos & Iturbe-Ormaetxe, Iñigo & Mata-Pérez, Esther & Ponti, Giovanni & Sartarelli, Marcello & Yu, Haihan & Zhukova, Vita, 2016. "Cognitive (ir)reflection: New experimental evidence," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 64(C), pages 81-93.
    12. Martin Nordin, 2008. "Ability and rates of return to schooling—making use of the Swedish enlistment battery test," Journal of Population Economics, Springer;European Society for Population Economics, vol. 21(3), pages 703-717, July.
    13. Neyse, Levent & Fossen, Frank M. & Johannesson, Magnus & Dreber, Anna, 2023. "Cognitive reflection and 2D:4D: Evidence from a large population sample," Journal of Economic Behavior & Organization, Elsevier, vol. 209(C), pages 288-307.
    14. Oberrauch, Luis & Kaiser, Tim, 2022. "Cognitive ability, financial literacy, and narrow bracketing in time-preference elicitation," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 98(C).
    15. Christelis, Dimitris & Jappelli, Tullio & Padula, Mario, 2010. "Cognitive abilities and portfolio choice," European Economic Review, Elsevier, vol. 54(1), pages 18-38, January.
    16. Ian Deary, 2008. "Why do intelligent people live longer?," Nature, Nature, vol. 456(7219), pages 175-176, November.
    17. Breaban, Adriana & van de Kuilen, Gijs & Noussair, Charles, 2016. "Prudence, Personality, Cognitive Ability and Emotional State," Other publications TiSEM 9a01a5ab-e03d-49eb-9cd7-4, Tilburg University, School of Economics and Management.
    18. Caliendo, Marco & Fossen, Frank & Kritikos, Alexander, 2012. "Trust, positive reciprocity, and negative reciprocity: Do these traits impact entrepreneurial dynamics?," Journal of Economic Psychology, Elsevier, vol. 33(2), pages 394-409.
    19. Forsythe Robert & Horowitz Joel L. & Savin N. E. & Sefton Martin, 1994. "Fairness in Simple Bargaining Experiments," Games and Economic Behavior, Elsevier, vol. 6(3), pages 347-369, May.
    20. repec:cup:judgdm:v:11:y:2016:i:1:p:99-113 is not listed on IDEAS
    21. Thomson, Keela S. & Oppenheimer, Daniel M., 2016. "Investigating an alternate form of the cognitive reflection test," Judgment and Decision Making, Cambridge University Press, vol. 11(1), pages 99-113, January.
    22. Oechssler, Jörg & Roider, Andreas & Schmitz, Patrick W., 2009. "Cognitive abilities and behavioral biases," Journal of Economic Behavior & Organization, Elsevier, vol. 72(1), pages 147-152, October.
    23. Brice Corgnet & Antonio M. Espin & Roberto Hernán-Gonzalez, 2016. "Creativity and Cognitive Skills among Millennials: Thinking Too Much and Creating Too Little," Post-Print halshs-01439169, HAL.
    24. Fairley, Kim & Sanfey, Alan G., 2020. "The role of demographics on adolescents’ preferences for risk, ambiguity, and prudence," Journal of Economic Behavior & Organization, Elsevier, vol. 179(C), pages 784-796.
    25. Brice Corgnet & Antonio M. Espin & Roberto Hernán-González, 2015. "The cognitive basis of social behavior : cognitive reflection overrides antisocial but not always prosocial motives," Post-Print hal-02311954, HAL.
    26. Damian Clarke & Joseph P. Romano & Michael Wolf, 2020. "The Romano–Wolf multiple-hypothesis correction in Stata," Stata Journal, StataCorp LLC, vol. 20(4), pages 812-843, December.
    27. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    28. Yilmaz, Onurcan & Saribay, S. Adil, 2016. "An attempt to clarify the link between cognitive style and political ideology: A non-western replication and extension," Judgment and Decision Making, Cambridge University Press, vol. 11(3), pages 287-300, May.
    29. Zacharias Maniadis & Fabio Tufano & John A. List, 2017. "To Replicate or Not To Replicate? Exploring Reproducibility in Economics through the Lens of a Model and a Pilot Study," Economic Journal, Royal Economic Society, vol. 127(605), pages 209-235, October.
    30. John A. List & Azeem M. Shaikh & Yang Xu, 2019. "Multiple hypothesis testing in experimental economics," Experimental Economics, Springer;Economic Science Association, vol. 22(4), pages 773-793, December.
    31. Thibaut Arpinon & Romain Espinosa, 2023. "A practical guide to Registered Reports for economists," Journal of the Economic Science Association, Springer;Economic Science Association, vol. 9(1), pages 90-122, June.
    32. Valerio Capraro & Brice Corgnet & Antonio M. Espin & Roberto Hernán-Gonzalez, 2017. "Deliberation favours social efficiency by making people disregard their relative shares: Evidence from US and India," Post-Print halshs-01439121, HAL.
    33. repec:hal:journl:hal-02311978 is not listed on IDEAS
    34. Espín, Antonio M. & Exadaktylos, Filippos & Neyse, Levent, 2016. "Heterogeneous Motives in the Trust Game: A Tale of Two Roles," Open Access Publications from Kiel Institute for the World Economy 141321, Kiel Institute for the World Economy (IfW Kiel).
    35. Ola Andersson & Håkan J. Holm & Jean-Robert Tyran & Erik Wengström, 2016. "Risk Aversion Relates To Cognitive Ability: Preferences Or Noise?," Journal of the European Economic Association, European Economic Association, vol. 14(5), pages 1129-1154, October.
    36. Breaban, Adriana & Van De Kuilen, Gijs & Noussair, Charles N., 2016. "Prudence, emotional state, personality, and cognitive ability," Other publications TiSEM 0ac205ac-aee3-4df2-82ee-6, Tilburg University, School of Economics and Management.
    37. T. Ballinger & Eric Hudson & Leonie Karkoviata & Nathaniel Wilcox, 2011. "Saving behavior and cognitive abilities," Experimental Economics, Springer;Economic Science Association, vol. 14(3), pages 349-374, September.
    38. repec:cup:judgdm:v:11:y:2016:i:3:p:287-300 is not listed on IDEAS
    39. Onurcan Yilmaz & S. Adil Saribay, 2016. "An attempt to clarify the link between cognitive style and political ideology: A non-western replication and extension," Judgment and Decision Making, Society for Judgment and Decision Making, vol. 11(3), pages 287-300, May.
    40. repec:cdl:econwp:qt71f5r33m is not listed on IDEAS
    41. Carpenter, Jeffrey & Graham, Michael & Wolf, Jesse, 2013. "Cognitive ability and strategic sophistication," Games and Economic Behavior, Elsevier, vol. 80(C), pages 115-130.
    42. Otero, Inmaculada & Salgado, Jesús F. & Moscoso, Silvia, 2022. "Cognitive reflection, cognitive intelligence, and cognitive abilities: A meta-analysis," Intelligence, Elsevier, vol. 90(C).
    43. Volker Thoma & Elliott White & Asha Panigrahi & Vanessa Strowger & Irina Anderson, 2015. "Good Thinking or Gut Feeling? Cognitive Reflection and Intuition in Traders, Bankers and Financial Non-Experts," PLOS ONE, Public Library of Science, vol. 10(4), pages 1-17, April.
    44. Ruut Veenhoven & Yowon Choi, 2012. "Does intelligence boost happiness? Smartness of all pays more than being smarter than others," International Journal of Happiness and Development, Inderscience Enterprises Ltd, vol. 1(1), pages 5-27.
    45. Montano-Campos, Felipe & Perez-Truglia, Ricardo, 2019. "Giving to charity to signal smarts: evidence from a lab experiment," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 78(C), pages 193-199.
    46. Gary Charness & Martin Dufwenberg, 2006. "Promises and Partnership," Econometrica, Econometric Society, vol. 74(6), pages 1579-1601, November.
    47. Erik Lindqvist & Roine Vestman, 2011. "The Labor Market Returns to Cognitive and Noncognitive Ability: Evidence from the Swedish Enlistment," American Economic Journal: Applied Economics, American Economic Association, vol. 3(1), pages 101-128, January.
    48. Amador-Hidalgo, Luis & Brañas-Garza, Pablo & Espín, Antonio M. & García-Muñoz, Teresa & Hernández-Román, Ana, 2021. "Cognitive abilities and risk-taking: Errors, not preferences," European Economic Review, Elsevier, vol. 134(C).
    49. Tomáš Jagelka, 2024. "Are Economists’ Preferences Psychologists’ Personality Traits? A Structural Approach," Journal of Political Economy, University of Chicago Press, vol. 132(3), pages 910-970.
    50. Murphy, Ryan O. & Ackermann, Kurt A. & Handgraaf, Michel J. J., 2011. "Measuring Social Value Orientation," Judgment and Decision Making, Cambridge University Press, vol. 6(8), pages 771-781, December.
    51. Cawley, John & Heckman, James & Vytlacil, Edward, 2001. "Three observations on wages and measured cognitive ability," Labour Economics, Elsevier, vol. 8(4), pages 419-442, September.
    52. Gopi Shah Goda & Matthew Levy & Colleen Flaherty Manchester & Aaron Sojourner & Joshua Tasoff, 2019. "Predicting Retirement Savings Using Survey Measures Of Exponential‐Growth Bias And Present Bias," Economic Inquiry, Western Economic Association International, vol. 57(3), pages 1636-1658, July.
    53. Keela S. Thomson & Daniel M. Oppenheimer, 2016. "Investigating an alternate form of the cognitive reflection test," Judgment and Decision Making, Society for Judgment and Decision Making, vol. 11(1), pages 99-113, January.
    54. Thomas Meissner & Xavier Gassmann & Corinne Faure & Joachim Schleich, 2023. "Individual characteristics associated with risk and time preferences: A multi country representative survey," Journal of Risk and Uncertainty, Springer, vol. 66(1), pages 77-107, February.
    55. repec:cdl:ucsbec:qt0127h86v is not listed on IDEAS
    56. repec:hal:journl:hal-02312050 is not listed on IDEAS
    57. Shane Frederick, 2005. "Cognitive Reflection and Decision Making," Journal of Economic Perspectives, American Economic Association, vol. 19(4), pages 25-42, Fall.
    58. Ryan O. Murphy & Kurt A. Ackerman & Michel J. J. Handgraaf, 2011. "Measuring social value orientation," Judgment and Decision Making, Society for Judgment and Decision Making, vol. 6(8), pages 771-781, December.
    59. Noah Carl & Francesco C Billari, 2014. "Generalized Trust and Intelligence in the United States," PLOS ONE, Public Library of Science, vol. 9(3), pages 1-10, March.
    60. Corgnet, Brice & Espín, Antonio M. & Hernán-González, Roberto & Kujal, Praveen & Rassenti, Stephen, 2016. "To trust, or not to trust: Cognitive reflection in trust games," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 64(C), pages 20-27.
    61. Zacharias Maniadis & Fabio Tufano & John A. List, 2017. "To Replicate or Not To Replicate? Exploring Reproducibility in Economics through the Lens of a Model and a Pilot Study," Economic Journal, Royal Economic Society, vol. 127(605), pages 209-235, October.
    62. Kosfeld, Michael & Sharafi, Zahra, 2023. "The Preference Survey Module: Evidence on social preferences from Tehran," SAFE Working Paper Series 393, Leibniz Institute for Financial Research SAFE.
    63. Busenitz, Lowell W. & Barney, Jay B., 1997. "Differences between entrepreneurs and managers in large organizations: Biases and heuristics in strategic decision-making," Journal of Business Venturing, Elsevier, vol. 12(1), pages 9-30, January.
    64. Thibaut Arpinon & Romain Espinosa, 2023. "A Practical Guide to Registered Reports for Economists," Post-Print halshs-03897719, HAL.
    65. Mark Grinblatt & Matti Keloharju & Juhani Linnainmaa, 2011. "IQ and Stock Market Participation," Journal of Finance, American Finance Association, vol. 66(6), pages 2121-2164, December.
    66. Paul Glewwe, 2002. "Schools and Skills in Developing Countries: Education Policies and Socioeconomic Outcomes," Journal of Economic Literature, American Economic Association, vol. 40(2), pages 436-482, June.
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