IDEAS home Printed from https://ideas.repec.org/p/hal/journl/hal-04243115.html
   My bibliography  Save this paper

Finance and intelligence: An overview of the literature

Author

Listed:
  • Nicolas Eber

    (UNISTRA - Université de Strasbourg, LARGE - Laboratoire de Recherche en Gestion et Economie - UNISTRA - Université de Strasbourg)

  • Patrick Roger

    (UNC - Université de la Nouvelle-Calédonie, LARJE - Laboratoire de Recherches Juridique et Economique - UNC - Université de la Nouvelle-Calédonie, EM Strasbourg - École de Management de Strasbourg = EM Strasbourg Business School, LARGE - Laboratoire de Recherche en Gestion et Economie - UNISTRA - Université de Strasbourg)

  • Tristan Roger

    (ICN Business School, CEREFIGE - Centre Européen de Recherche en Economie Financière et Gestion des Entreprises - UL - Université de Lorraine)

Abstract

Do more intelligent investors take better economic decisions than less intelligent ones? Is risk attitude, in particular risk/loss aversion, linked to cognitive ability? Does an investor's cognitive ability impact his/her patience? Is financial performance positively linked to investor's intelligence? These research questions have become highly relevant with the development of behavioral economics and behavioral finance, following the recognition that humans are not homo economicus. This paper reviews the several strands of literature devoted to answering the above questions. We first discuss the barely debated definitions and measures of intelligence/cognitive ability used in psychology, economics, and finance. We then review the results related to the (controversial) link between risk aversion and cognitive ability. We observe that the literature provides clear results for patience; individuals with a higher level of cognitive ability being more patient on average. Finally, we review the contributions linking (successfully or not) portfolio choice and financial performance to cognitive ability.

Suggested Citation

  • Nicolas Eber & Patrick Roger & Tristan Roger, 2023. "Finance and intelligence: An overview of the literature," Post-Print hal-04243115, HAL.
  • Handle: RePEc:hal:journl:hal-04243115
    DOI: 10.1111/joes.12583
    as

    Download full text from publisher

    To our knowledge, this item is not available for download. To find whether it is available, there are three options:
    1. Check below whether another version of this item is available online.
    2. Check on the provider's web page whether it is in fact available.
    3. Perform a search for a similarly titled item that would be available.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Catherine C. Eckel & Philip J. Grossman, 2002. "Sex Differences and Statistical Stereotyping in Attitudes Toward Financial Risk," Monash Economics Working Papers archive-03, Monash University, Department of Economics.
    2. Lex Borghans & Bart Golsteyn & James J. Heckman & John Eric Humphries, 2016. "What Grades and Achievement Tests Measure," Working Papers 2016-022, Human Capital and Economic Opportunity Working Group.
    3. Ludwig Ensthaler & Olga Nottmeyer & Georg Weizsäcker & Christian Zankiewicz, 2018. "Hidden Skewness: On the Difficulty of Multiplicative Compounding Under Random Shocks," Management Science, INFORMS, vol. 64(4), pages 1693-1706, April.
    4. 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.
    5. 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.
    6. Bruns, Selina & Hermann, Daniel & Mußhoff, Oliver, 2022. "Investigating inconsistencies in complex lotteries: The role of cognitive skills of low-numeracy subjects," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 97(C).
    7. Isabelle Brocas & Juan D. Carrillo, 2008. "The Brain as a Hierarchical Organization," American Economic Review, American Economic Association, vol. 98(4), pages 1312-1346, September.
    8. Gary Charness & Tibor Neugebauer, 2019. "A Test of the Modigliani‐Miller Invariance Theorem and Arbitrage in Experimental Asset Markets," Journal of Finance, American Finance Association, vol. 74(1), pages 493-529, February.
    9. van Rooij, Maarten & Lusardi, Annamaria & Alessie, Rob, 2011. "Financial literacy and stock market participation," Journal of Financial Economics, Elsevier, vol. 101(2), pages 449-472, August.
    10. 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.
    11. 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).
    12. Chris Browning & Michael Finke, 2015. "Cognitive Ability and the Stock Reallocations of Retirees during the Great Recession," Journal of Consumer Affairs, Wiley Blackwell, vol. 49(2), pages 356-375, July.
    13. Roger, Tristan & Roger, Patrick & Willinger, Marc, 2022. "Number sense, trading decisions and mispricing: An experiment," Journal of Economic Dynamics and Control, Elsevier, vol. 135(C).
    14. Luigi Guiso & Michael Haliassos & Tullio Jappelli, 2003. "Household stockholding in Europe: where do we stand and where do we go? [‘Limited market participation and volatility of assets prices’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 18(36), pages 123-170.
    15. Booth, Alison & Cardona-Sosa, Lina & Nolen, Patrick, 2014. "Gender differences in risk aversion: Do single-sex environments affect their development?," Journal of Economic Behavior & Organization, Elsevier, vol. 99(C), pages 126-154.
    16. Holt, Charles A. & Porzio, Megan & Song, Michelle Yingze, 2017. "Price bubbles, gender, and expectations in experimental asset markets," European Economic Review, Elsevier, vol. 100(C), pages 72-94.
    17. Alison L. Booth & Pamela Katic, 2013. "Cognitive Skills, Gender and Risk Preferences," The Economic Record, The Economic Society of Australia, vol. 89(284), pages 19-30, March.
    18. 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.
    19. Sumit Agarwal & John C. Driscoll & Xavier Gabaix & David Laibson, 2009. "The Age of Reason: Financial Decisions over the Life Cycle and Implications for Regulation," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 40(2 (Fall)), pages 51-117.
    20. Christelis, Dimitris & Jappelli, Tullio & Padula, Mario, 2010. "Cognitive abilities and portfolio choice," European Economic Review, Elsevier, vol. 54(1), pages 18-38, January.
    21. repec:cup:judgdm:v:3:y:2008:i:6:p:435-448 is not listed on IDEAS
    22. Angela Fagerlin & Brian J. Zikmund-Fisher & Peter A. Ubel & Aleksandra Jankovic & Holly A. Derry & Dylan M. Smith, 2007. "Measuring Numeracy without a Math Test: Development of the Subjective Numeracy Scale," Medical Decision Making, , vol. 27(5), pages 672-680, September.
    23. Charles A. Holt & Susan K. Laury, 2002. "Risk Aversion and Incentive Effects," American Economic Review, American Economic Association, vol. 92(5), pages 1644-1655, December.
    24. B. Douglas Bernheim & Antonio Rangel, 2004. "Addiction and Cue-Triggered Decision Processes," American Economic Review, American Economic Association, vol. 94(5), pages 1558-1590, December.
    25. George M Korniotis & Alok Kumar, 2011. "Do Older Investors Make Better Investment Decisions?," The Review of Economics and Statistics, MIT Press, vol. 93(1), pages 244-265, February.
    26. Sobkow, Agata & Olszewska, Angelika & Traczyk, Jakub, 2020. "Multiple numeric competencies predict decision outcomes beyond fluid intelligence and cognitive reflection," Intelligence, Elsevier, vol. 80(C).
    27. Matthew Rabin, 1998. "Psychology and Economics," Journal of Economic Literature, American Economic Association, vol. 36(1), pages 11-46, March.
    28. Shestakova, Natalia & Powell, Owen & Gladyrev, Dmitry, 2019. "Bubbles, experience and success," Journal of Behavioral and Experimental Finance, Elsevier, vol. 22(C), pages 206-213.
    29. Nofsinger, John R., 2012. "Household behavior and boom/bust cycles," Journal of Financial Stability, Elsevier, vol. 8(3), pages 161-173.
    30. Matthew Rabin & Georg Weizsacker, 2009. "Narrow Bracketing and Dominated Choices," American Economic Review, American Economic Association, vol. 99(4), pages 1508-1543, September.
    31. Haita-Falah, Corina, 2017. "Sunk-cost fallacy and cognitive ability in individual decision-making," Journal of Economic Psychology, Elsevier, vol. 58(C), pages 44-59.
    32. Nagel, Rosemarie, 1995. "Unraveling in Guessing Games: An Experimental Study," American Economic Review, American Economic Association, vol. 85(5), pages 1313-1326, December.
    33. Gottesman, Aron A. & Morey, Matthew R., 2006. "Manager education and mutual fund performance," Journal of Empirical Finance, Elsevier, vol. 13(2), pages 145-182, March.
    34. Ola Andersson & Håkan J. Holm & Jean-Robert Tyran & Erik Wengström, 2020. "Robust inference in risk elicitation tasks," Journal of Risk and Uncertainty, Springer, vol. 61(3), pages 195-209, December.
    35. Levent Neyse & Ferdinand M. Vieider & Patrick Ring & Catharina Probst & Christian Kaernbach & Thilo Eimeren & Ulrich Schmidt, 2020. "Risk attitudes and digit ratio (2D:4D): Evidence from prospect theory," Journal of Risk and Uncertainty, Springer, vol. 60(1), pages 29-51, February.
    36. Rustichini, Aldo & DeYoung, Colin G. & Anderson, Jon E. & Burks, Stephen V., 2016. "Toward the integration of personality theory and decision theory in explaining economic behavior: An experimental investigation," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 64(C), pages 122-137.
    37. Charlotte Christiansen & Juanna Schröter Joensen & Jesper Rangvid, 2008. "Are Economists More Likely to Hold Stocks?," Review of Finance, European Finance Association, vol. 12(3), pages 465-496.
    38. 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.
    39. Dan Ariely & George Loewenstein & Drazen Prelec, 2003. ""Coherent Arbitrariness": Stable Demand Curves Without Stable Preferences," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(1), pages 73-106.
    40. repec:cup:judgdm:v:4:y:2009:i:1:p:20-33 is not listed on IDEAS
    41. Brice Corgnet & Mark Desantis & David Porter, 2018. "What Makes a Good Trader? On the Role of Intuition and Reflection on Trader Performance," Journal of Finance, American Finance Association, vol. 73(3), pages 1113-1137, June.
    42. Brian J. Zikmund-Fisher & Dylan M. Smith & Peter A. Ubel & Angela Fagerlin, 2007. "Validation of the Subjective Numeracy Scale: Effects of Low Numeracy on Comprehension of Risk Communications and Utility Elicitations," Medical Decision Making, , vol. 27(5), pages 663-671, September.
    43. Burnham, Terence C. & Cesarini, David & Johannesson, Magnus & Lichtenstein, Paul & Wallace, Björn, 2009. "Higher cognitive ability is associated with lower entries in a p-beauty contest," Journal of Economic Behavior & Organization, Elsevier, vol. 72(1), pages 171-175, October.
    44. Matthew Taylor, 2013. "Bias and brains: Risk aversion and cognitive ability across real and hypothetical settings," Journal of Risk and Uncertainty, Springer, vol. 46(3), pages 299-320, June.
    45. Keith Jacks Gamble & Patricia A. Boyle & Lei Yu & David A. Bennett, 2015. "How Does Aging Affect Financial Decision Making?," Issues in Brief ib2015-1, Center for Retirement Research.
    46. Cueva, Carlos & Rustichini, Aldo, 2015. "Is financial instability male-driven? Gender and cognitive skills in experimental asset markets," Journal of Economic Behavior & Organization, Elsevier, vol. 119(C), pages 330-344.
    47. Broihanne, M.H. & Merli, M. & Roger, P., 2014. "Overconfidence, risk perception and the risk-taking behavior of finance professionals," Finance Research Letters, Elsevier, vol. 11(2), pages 64-73.
    48. Catherine C. Eckel & Philip J. Grossman, 2008. "Forecasting Risk Attitudes: An Experimental Study Using Actual and Forecast Gamble Choices," Monash Economics Working Papers archive-01, Monash University, Department of Economics.
    49. Matthew Rabin, 2000. "Risk Aversion and Expected-Utility Theory: A Calibration Theorem," Econometrica, Econometric Society, vol. 68(5), pages 1281-1292, September.
    50. Bergman, Oscar & Ellingsen, Tore & Johannesson, Magnus & Svensson, Cicek, 2010. "Anchoring and cognitive ability," Economics Letters, Elsevier, vol. 107(1), pages 66-68, April.
    51. Talpsepp, Tõnn & Liivamägi, Kristjan & Vaarmets, Tarvo, 2020. "Academic abilities, education and performance in the stock market," Journal of Banking & Finance, Elsevier, vol. 117(C).
    52. Haipeng (Allan) Chen & Akshay R. Rao, 2007. "When Two Plus Two Is Not Equal to Four: Errors in Processing Multiple Percentage Changes," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 34(3), pages 327-340, June.
    53. Noussair, Charles N. & Tucker, Steven & Xu, Yilong, 2016. "Futures markets, cognitive ability, and mispricing in experimental asset markets," Journal of Economic Behavior & Organization, Elsevier, vol. 130(C), pages 166-179.
    54. Camelia M. Kuhnen & Brian T. Melzer, 2018. "Noncognitive Abilities and Financial Delinquency: The Role of Self‐Efficacy in Avoiding Financial Distress," Journal of Finance, American Finance Association, vol. 73(6), pages 2837-2869, December.
    55. Potrafke, Niklas, 2019. "Risk aversion, patience and intelligence: Evidence based on macro data," Economics Letters, Elsevier, vol. 178(C), pages 116-120.
    56. Hoppe, Eva I. & Kusterer, David J., 2011. "Behavioral biases and cognitive reflection," Economics Letters, Elsevier, vol. 110(2), pages 97-100, February.
    57. Jonathan P. Beauchamp & David Cesarini & Magnus Johannesson, 2017. "The psychometric and empirical properties of measures of risk preferences," Journal of Risk and Uncertainty, Springer, vol. 54(3), pages 203-237, June.
    58. David Laibson, 1997. "Golden Eggs and Hyperbolic Discounting," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(2), pages 443-478.
    59. Richard H. Thaler, 2000. "From Homo Economicus to Homo Sapiens," Journal of Economic Perspectives, American Economic Association, vol. 14(1), pages 133-141, Winter.
    60. Ellen Garbarino & Robert Slonim & Justin Sydnor, 2011. "Digit ratios (2D:4D) as predictors of risky decision making for both sexes," Journal of Risk and Uncertainty, Springer, vol. 42(1), pages 1-26, February.
    61. 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.
    62. Rachel Croson & Uri Gneezy, 2009. "Gender Differences in Preferences," Journal of Economic Literature, American Economic Association, vol. 47(2), pages 448-474, June.
    63. Chetan Dave & Catherine Eckel & Cathleen Johnson & Christian Rojas, 2010. "Eliciting risk preferences: When is simple better?," Journal of Risk and Uncertainty, Springer, vol. 41(3), pages 219-243, December.
    64. Jürgen Huber & Michael Kirchler, 2012. "The impact of instructions and procedure on reducing confusion and bubbles in experimental asset markets," Experimental Economics, Springer;Economic Science Association, vol. 15(1), pages 89-105, March.
    65. Charness, Gary & Gneezy, Uri, 2012. "Strong Evidence for Gender Differences in Risk Taking," Journal of Economic Behavior & Organization, Elsevier, vol. 83(1), pages 50-58.
    66. Tang, Ning, 2021. "Cognitive abilities, self-efficacy, and financial behavior," Journal of Economic Psychology, Elsevier, vol. 87(C).
    67. Vivian Lei & Filip Vesely, 2009. "Market Efficiency: Evidence From A No-Bubble Asset Market Experiment," Pacific Economic Review, Wiley Blackwell, vol. 14(2), pages 246-258, May.
    68. Plott, Charles R & Sunder, Shyam, 1988. "Rational Expectations and the Aggregation of Diverse Information in Laboratory Security Markets," Econometrica, Econometric Society, vol. 56(5), pages 1085-1118, September.
    69. Brañas-Garza, Pablo & Guillen, Pablo & del Paso, Rafael López, 2008. "Math skills and risk attitudes," Economics Letters, Elsevier, vol. 99(2), pages 332-336, May.
    70. Shawn Cole & Anna Paulson & Gauri Kartini Shastry, 2014. "Smart Money? The Effect of Education on Financial Outcomes," The Review of Financial Studies, Society for Financial Studies, vol. 27(7), pages 2022-2051.
    71. Bucher-Koenen, Tabea & Ziegelmeyer, Michael, 2011. "Who lost the most? Financial Literacy, Cognitive Abilities, and the Financial Crisis," MEA discussion paper series 11234, Munich Center for the Economics of Aging (MEA) at the Max Planck Institute for Social Law and Social Policy.
    72. Catalina Estrada‐Mejia & Ellen Peters & Nathan F. Dieckmann & Marcel Zeelenberg & Marieke De Vries & David P. Baker, 2020. "Schooling, numeracy, and wealth accumulation: A study involving an agrarian population," Journal of Consumer Affairs, Wiley Blackwell, vol. 54(2), pages 648-674, June.
    73. Grinblatt, Mark & Keloharju, Matti & Linnainmaa, Juhani T., 2012. "IQ, trading behavior, and performance," Journal of Financial Economics, Elsevier, vol. 104(2), pages 339-362.
    74. Adam Farago & Martin Holmén & Felix Holzmeister & Michael Kirchler & Michael Razen, 2022. "Cognitive Skills and Economic Preferences in the Fund Industry," The Economic Journal, Royal Economic Society, vol. 132(645), pages 1737-1764.
    75. Laibson, David I. & Agarwal, Sumit & Driscoll, John C. & Gabaix, Xavier, 2009. "The Age of Reason: Financial Decisions over the Life-Cycle with Implications for Regulation," Scholarly Articles 4554335, Harvard University Department of Economics.
    76. Otero, Inmaculada & Salgado, Jesús F. & Moscoso, Silvia, 2022. "Cognitive reflection, cognitive intelligence, and cognitive abilities: A meta-analysis," Intelligence, Elsevier, vol. 90(C).
    77. repec:cup:judgdm:v:14:y:2019:i:3:p:234-279 is not listed on IDEAS
    78. Matthew Rabin & Richard H. Thaler, 2013. "Anomalies: Risk aversion," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 27, pages 467-480, World Scientific Publishing Co. Pte. Ltd..
    79. Gábor Kézdi & Robert J. Willis, 2003. "Who Becomes a Stockholder? Expectations, SUbjective Uncertainty, and Asset Allocation," Working Papers wp039, University of Michigan, Michigan Retirement Research Center.
    80. 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).
    81. Taylor, Matthew P., 2016. "Are high-ability individuals really more tolerant of risk? A test of the relationship between risk aversion and cognitive ability," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 63(C), pages 136-147.
    82. Kai Duttle, 2016. "Cognitive Skills And Confidence: Interrelations With Overestimation, Overplacement And Overprecision," Bulletin of Economic Research, Wiley Blackwell, vol. 68(S1), pages 42-55, December.
    83. Ottaviani, Cristina & Vandone, Daniela, 2011. "Impulsivity and household indebtedness: Evidence from real life," Journal of Economic Psychology, Elsevier, vol. 32(5), pages 754-761.
    84. Brice Corgnet & Mark Desantis & David Porter, 2018. "What Makes a Good Trader? : On the Role of Reflection and Intuition on Trader Performance," Post-Print hal-02312062, HAL.
    85. Smith, Vernon L & Suchanek, Gerry L & Williams, Arlington W, 1988. "Bubbles, Crashes, and Endogenous Expectations in Experimental Spot Asset Markets," Econometrica, Econometric Society, vol. 56(5), pages 1119-1151, September.
    86. Isaac M. Lipkus & Greg Samsa & Barbara K. Rimer, 2001. "General Performance on a Numeracy Scale among Highly Educated Samples," Medical Decision Making, , vol. 21(1), pages 37-44, February.
    87. Vaarmets, Tarvo & Liivamägi, Kristjan & Talpsepp, Tõnn, 2019. "From academic abilities to occupation: What drives stock market participation?," Emerging Markets Review, Elsevier, vol. 39(C), pages 83-100.
    88. Werner De Bondt & Marie Pfiffelmann & Patrick Roger, 2018. "Richard Thaler: The anomalies of life," Finance, Presses universitaires de Grenoble, vol. 39(1), pages 9-34.
    89. Shane Frederick, 2005. "Cognitive Reflection and Decision Making," Journal of Economic Perspectives, American Economic Association, vol. 19(4), pages 25-42, Fall.
    90. Keith Jacks Gamble & Patricia A. Boyle & Lei Yu & David A. Bennett, 2015. "Aging and Financial Decision Making," Management Science, INFORMS, vol. 61(11), pages 2603-2610, November.
    91. repec:cup:judgdm:v:5:y:2010:i:3:p:182-191 is not listed on IDEAS
    92. Grosskopf, Brit & Nagel, Rosemarie, 2008. "The two-person beauty contest," Games and Economic Behavior, Elsevier, vol. 62(1), pages 93-99, January.
    93. Breaban, Adriana & Noussair, Charles N., 2015. "Trader characteristics and fundamental value trajectories in an asset market experiment," Journal of Behavioral and Experimental Finance, Elsevier, vol. 8(C), pages 1-17.
    94. Julie A. Nelson, 2014. "The power of stereotyping and confirmation bias to overwhelm accurate assessment: the case of economics, gender, and risk aversion," Journal of Economic Methodology, Taylor & Francis Journals, vol. 21(3), pages 211-231, September.
    95. Mark Grinblatt & Seppo Ikäheimo & Matti Keloharju & Samuli Knüpfer, 2016. "IQ and Mutual Fund Choice," Management Science, INFORMS, vol. 62(4), pages 924-944, April.
    96. Bidisha Mandal & Brian E. Roe, 2014. "Risk Tolerance among National Longitudinal Survey of Youth Participants: The Effects of Age and Cognitive Skills," Economica, London School of Economics and Political Science, vol. 81(323), pages 522-543, July.
    97. Terrance Odean, 1999. "Do Investors Trade Too Much?," American Economic Review, American Economic Association, vol. 89(5), pages 1279-1298, December.
    98. repec:cup:judgdm:v:3:y:2008:i:8:p:619-635 is not listed on IDEAS
    99. 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.
    100. Baghestanian, S. & Lugovskyy, V. & Puzzello, D., 2015. "Traders’ heterogeneity and bubble-crash patterns in experimental asset markets," Journal of Economic Behavior & Organization, Elsevier, vol. 117(C), pages 82-101.
    101. repec:cup:judgdm:v:7:y:2012:i:1:p:25-47 is not listed on IDEAS
    102. Tai, Chung-Ching & Chen, Shu-Heng & Yang, Lee-Xieng, 2018. "Cognitive ability and earnings performance: Evidence from double auction market experiments," Journal of Economic Dynamics and Control, Elsevier, vol. 91(C), pages 409-440.
    103. Robert Plomin, 1999. "Genetics and general cognitive ability," Nature, Nature, vol. 402(6761), pages 25-29, December.
    104. Pablo Brañas-Garza & Aldo Rustichini, 2011. "Organizing Effects of Testosterone and Economic Behavior: Not Just Risk Taking," PLOS ONE, Public Library of Science, vol. 6(12), pages 1-8, December.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. repec:cup:judgdm:v:14:y:2019:i:3:p:234-279 is not listed on IDEAS
    2. Lau Lilleholt, 2019. "Cognitive ability and risk aversion: A systematic review and meta analysis," Judgment and Decision Making, Society for Judgment and Decision Making, vol. 14(3), pages 234-279, May.
    3. Amador, Luis & Brañas-Garza, Pablo & Espín, Antonio M. & Garcia, Teresa & Hernández, Ana, 2019. "Consistent and inconsistent choices under uncertainty: The role of cognitive abilities," MPRA Paper 95178, University Library of Munich, Germany.
    4. 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).
    5. Brice Corgnet & Cary Deck & Mark DeSantis & David Porter, 2022. "Forecasting Skills in Experimental Markets: Illusion or Reality?," Management Science, INFORMS, vol. 68(7), pages 5216-5232, July.
    6. Daniel J. Benjamin & Sebastian A. Brown & Jesse M. Shapiro, 2013. "Who Is ‘Behavioral’? Cognitive Ability And Anomalous Preferences," Journal of the European Economic Association, European Economic Association, vol. 11(6), pages 1231-1255, December.
    7. Utz Weitzel & Christoph Huber & Jürgen Huber & Michael Kirchler & Florian Lindner & Julia Rose & Lauren Cohen, 2020. "Bubbles and Financial Professionals [Margin, short sell, and lotteries in experimental asset markets]," The Review of Financial Studies, Society for Financial Studies, vol. 33(6), pages 2659-2696.
    8. Lucks, Konstantin, 2016. "The Impact of Self-Control on Investment Decisions," MPRA Paper 73099, University Library of Munich, Germany.
    9. Roger, Tristan & Roger, Patrick & Willinger, Marc, 2022. "Number sense, trading decisions and mispricing: An experiment," Journal of Economic Dynamics and Control, Elsevier, vol. 135(C).
    10. Kiss, Hubert J. & Kóczy, László Á. & Pintér, Ágnes & Sziklai, Balázs R., 2022. "Does risk sorting explain overpricing in experimental asset markets?," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 99(C).
    11. Talpsepp, Tõnn & Liivamägi, Kristjan & Vaarmets, Tarvo, 2020. "Academic abilities, education and performance in the stock market," Journal of Banking & Finance, Elsevier, vol. 117(C).
    12. Brice Corgnet & Mark Desantis & David Porter, 2018. "What Makes a Good Trader? On the Role of Intuition and Reflection on Trader Performance," Journal of Finance, American Finance Association, vol. 73(3), pages 1113-1137, June.
    13. Taylor, Matthew P., 2020. "Heterogeneous motivation and cognitive ability in the lab," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 85(C).
    14. Cueva, Carlos & Iturbe-Ormaetxe, Iñigo & Ponti, Giovanni & Tomás, Josefa, 2019. "Boys will still be boys: Gender differences in trading activity are not due to differences in (over)confidence," Journal of Economic Behavior & Organization, Elsevier, vol. 160(C), pages 100-120.
    15. Lorenzo Esposito & Lorenzo Marrese, 2021. "The impact of cognitive skills on investment decisions. An empirical assessment and policy suggestions," DISCE - Quaderni del Dipartimento di Politica Economica dipe0019, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
    16. Antonio M. Espin & Valerio Capraro & Brice Corgnet & Simon Gachter & Roberto Hernan-Gonzalez & Praveen Kujal & Stephen Rassenti, 2021. "Differences in Cognitive Reflection Mediate Gender Differences in Social Preferences," Working Papers 21-22, Chapman University, Economic Science Institute.
    17. Marquardt, Philipp & Noussair, Charles N & Weber, Martin, 2019. "Rational expectations in an experimental asset market with shocks to market trends," European Economic Review, Elsevier, vol. 114(C), pages 116-140.
    18. Brice Corgnet & Mark DeSantis & Christoph Siemroth, 2023. "Algorithmic Trading, Price Efficiency and Welfare: An Experimental Approach," Working Papers 2313, Groupe d'Analyse et de Théorie Economique Lyon St-Étienne (GATE Lyon St-Étienne), Université de Lyon.
    19. Thomas Dohmen & Armin Falk & David Huffman & Uwe Sunde, 2018. "On the Relationship between Cognitive Ability and Risk Preference," Journal of Economic Perspectives, American Economic Association, vol. 32(2), pages 115-134, Spring.
    20. Tai, Chung-Ching & Chen, Shu-Heng & Yang, Lee-Xieng, 2018. "Cognitive ability and earnings performance: Evidence from double auction market experiments," Journal of Economic Dynamics and Control, Elsevier, vol. 91(C), pages 409-440.
    21. Guiso, Luigi & Sodini, Paolo, 2013. "Household Finance: An Emerging Field," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, volume 2, chapter 0, pages 1397-1532, Elsevier.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:hal:journl:hal-04243115. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: CCSD (email available below). General contact details of provider: https://hal.archives-ouvertes.fr/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.