IDEAS home Printed from https://ideas.repec.org/a/eee/jeborg/v220y2024icp495-506.html
   My bibliography  Save this article

Measures of cognitive ability and choice inconsistency

Author

Listed:
  • Willadsen, Helene
  • Zaccagni, Sarah
  • Piovesan, Marco
  • Wengström, Erik

Abstract

Cognitive skills affect individual choices. Researchers commonly use Raven's Progressive Matrices (RPM) tests and the Cognitive Reflection Test (CRT) to assess the relationship between cognitive abilities and economic decision making. In this paper, we study the relationship between these measures, and investigate the extent to which they are correlated and whether they are best described as substitutes or complements. Combining a sample of 686 children and a sample of 2,332 adults, we compare individual performances in the RPM test and CRT test. First, we report a significant positive correlation between the two measures of 0.3. Second, we document that performance in both the RPM test and CRT are significant predictors of behavioral inconsistency observed in incentivized time and risk preference elicitation tasks for children and risk preference elicitation task for adults.

Suggested Citation

  • Willadsen, Helene & Zaccagni, Sarah & Piovesan, Marco & Wengström, Erik, 2024. "Measures of cognitive ability and choice inconsistency," Journal of Economic Behavior & Organization, Elsevier, vol. 220(C), pages 495-506.
    • Handle: RePEc:eee:jeborg:v:220:y:2024:i:c:p:495-506
    DOI: 10.1016/j.jebo.2024.02.029
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0167268124000672
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.jebo.2024.02.029?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Thomas Dohmen & Armin Falk & David Huffman & Uwe Sunde, 2010. "Are Risk Aversion and Impatience Related to Cognitive Ability?," American Economic Review, American Economic Association, vol. 100(3), pages 1238-1260, June.
    2. 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.
    3. Hans P. Binswanger, 1980. "Attitudes Toward Risk: Experimental Measurement in Rural India," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 62(3), pages 395-407.
    4. Kirby Nielsen & John Rehbeck, 2022. "When Choices Are Mistakes," American Economic Review, American Economic Association, vol. 112(7), pages 2237-2268, July.
    5. Jill Caviglia-Harris & Karl Maier, 2020. "It's not all in their heads: the differing role of cognitive factors and non-cognitive traits in undergraduate success," Education Economics, Taylor & Francis Journals, vol. 28(3), pages 245-262, May.
    6. Alós-Ferrer, Carlos & Garagnani, Michele, 2021. "Choice consistency and strength of preference," Economics Letters, Elsevier, vol. 198(C).
    7. Eduardo Fé & David Gill & Victoria Prowse, 2022. "Cognitive Skills, Strategic Sophistication, and Life Outcomes," Journal of Political Economy, University of Chicago Press, vol. 130(10), pages 2643-2704.
    8. David Gill & Victoria Prowse, 2016. "Cognitive Ability, Character Skills, and Learning to Play Equilibrium: A Level-k Analysis," Journal of Political Economy, University of Chicago Press, vol. 124(6), pages 1619-1676.
    9. Andreoni, James & Di Girolamo, Amalia & List, John A. & Mackevicius, Claire & Samek, Anya, 2020. "Risk preferences of children and adolescents in relation to gender, cognitive skills, soft skills, and executive functions," Journal of Economic Behavior & Organization, Elsevier, vol. 179(C), pages 729-742.
    10. Toke Reinholt Fosgaard & Lars Gårn Hansen & Erik Wengström, 2017. "Framing and Misperception in Public Good Experiments," Scandinavian Journal of Economics, Wiley Blackwell, vol. 119(2), pages 435-456, April.
    11. Burks, Stephen V. & Lewis, Connor & Kivi, Paul A. & Wiener, Amanda & Anderson, Jon E. & Götte, Lorenz & DeYoung, Colin G. & Rustichini, Aldo, 2015. "Cognitive skills, personality, and economic preferences in collegiate success," Journal of Economic Behavior & Organization, Elsevier, vol. 115(C), pages 30-44.
    12. 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.
    13. 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.
    14. 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.
    15. Brice Corgnet & Antonio M. Espin & Roberto Hernán-González, 2016. "Creativity and Cognitive Skills among Millennials : Thinking Too Much and Creating Too Little," Post-Print hal-02312050, HAL.
    16. repec:cup:judgdm:v:4:y:2009:i:1:p:20-33 is not listed on IDEAS
    17. 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.
    18. Michalis Drouvelis & Johannes Lohse, 2020. "Cognitive abilities and risk taking: the role of preferences," Discussion Papers 20-02, Department of Economics, University of Birmingham.
    19. Bijwaard, Govert E. & van Kippersluis, Hans & Veenman, Justus, 2015. "Education and health: The role of cognitive ability," Journal of Health Economics, Elsevier, vol. 42(C), pages 29-43.
    20. 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.
    21. 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.
    22. Otero, Inmaculada & Salgado, Jesús F. & Moscoso, Silvia, 2022. "Cognitive reflection, cognitive intelligence, and cognitive abilities: A meta-analysis," Intelligence, Elsevier, vol. 90(C).
    23. 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).
    24. Tomomi Tanaka & Colin F. Camerer & Quang Nguyen, 2010. "Risk and Time Preferences: Linking Experimental and Household Survey Data from Vietnam," American Economic Review, American Economic Association, vol. 100(1), pages 557-571, March.
    25. Bügelmayer, Elisabeth & Katharina Spiess, C., 2014. "Spite and cognitive skills in preschoolers," Journal of Economic Psychology, Elsevier, vol. 45(C), pages 154-167.
    26. Mischkowski, Dorothee & Glöckner, Andreas & Lewisch, Peter, 2021. "Information search, coherence effects, and their interplay in legal decision making," Journal of Economic Psychology, Elsevier, vol. 87(C).
    27. repec:cup:judgdm:v:13:y:2018:i:3:p:260-267 is not listed on IDEAS
    28. Rebecca Morton & Jean-Robert Tyran & Erik Wengström, 2011. "Income and Ideology: How Personality Traits, Cognitive Abilities, and Education Shape Political Attitudes," Discussion Papers 11-08, University of Copenhagen. Department of Economics.
    29. Shane Frederick, 2005. "Cognitive Reflection and Decision Making," Journal of Economic Perspectives, American Economic Association, vol. 19(4), pages 25-42, Fall.
    30. repec:cup:judgdm:v:5:y:2010:i:3:p:182-191 is not listed on IDEAS
    31. 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.
    32. Bayer, R.-C. & Renou, Ludovic, 2016. "Logical abilities and behavior in strategic-form games," Journal of Economic Psychology, Elsevier, vol. 56(C), pages 39-59.
    33. 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)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Nunnari, Salvatore & Proto, Eugenio & Rustichini, Aldo, 2024. "Cognitive Abilities and the Demand for Bad Policy," CEPR Discussion Papers 19217, C.E.P.R. Discussion Papers.

    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. Nicolas Eber & Patrick Roger & Tristan Roger, 2024. "Finance and intelligence: An overview of the literature," Journal of Economic Surveys, Wiley Blackwell, vol. 38(2), pages 503-554, April.
    2. 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.
    3. repec:cup:judgdm:v:14:y:2019:i:3:p:234-279 is not listed on IDEAS
    4. 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.
    5. Holzmeister, Felix & Stefan, Matthias, 2019. "The Risk Elicitation Puzzle Revisited: Across-Methods (In)consistency?," OSF Preprints pj9u2, Center for Open Science.
    6. 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.
    7. 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.
    8. Felix Holzmeister & Matthias Stefan, 2021. "The risk elicitation puzzle revisited: Across-methods (in)consistency?," Experimental Economics, Springer;Economic Science Association, vol. 24(2), pages 593-616, June.
    9. Felix Holzmeister & Matthias Stefan, 2019. "The risk elicitation puzzle revisited: Across-methods (in)consistency?," Working Papers 2019-19, Faculty of Economics and Statistics, Universität Innsbruck.
    10. Estepa-Mohedano, Lorenzo & Espinosa, Maria Paz, 2021. "Comparing risk elicitation in lotteries with visual or contextual framing aids," MPRA Paper 108440, University Library of Munich, Germany.
    11. Estepa-Mohedano, Lorenzo & Espinosa, María Paz, 2023. "Comparing risk elicitation in lotteries with visual or contextual aids," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 103(C).
    12. Jonathan Chapman & Erik Snowberg & Stephanie Wang & Colin Camerer, 2018. "Loss Attitudes in the U.S. Population: Evidence from Dynamically Optimized Sequential Experimentation (DOSE)," NBER Working Papers 25072, National Bureau of Economic Research, Inc.
    13. Mariam Raheem & Ain ul Momina, 2021. "Do Underlying Risk Preferences explain Individuals’ Cognitive Ability? Evidence from a Sample of Pakistani Students," Lahore Journal of Economics, Department of Economics, The Lahore School of Economics, vol. 26(1), pages 85-122, Jan-June.
    14. Tamás Csermely & Alexander Rabas, 2016. "How to reveal people’s preferences: Comparing time consistency and predictive power of multiple price list risk elicitation methods," Journal of Risk and Uncertainty, Springer, vol. 53(2), pages 107-136, December.
    15. 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.
    16. 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.
    17. 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).
    18. Allred, Sarah & Duffy, Sean & Smith, John, 2016. "Cognitive load and strategic sophistication," Journal of Economic Behavior & Organization, Elsevier, vol. 125(C), pages 162-178.
    19. Daniel Horn & Hubert Janos Kiss, 2018. "Which preferences associate with school performance?—Lessons from an exploratory study with university students," PLOS ONE, Public Library of Science, vol. 13(2), pages 1-32, February.
    20. Ola Andersson & Håkan J. Holm & Jean-Robert Tyran & Erik Wengström, 2013. "Risk aversion relates to cognitive ability: Fact or Fiction?," Discussion Papers 13-10, University of Copenhagen. Department of Economics.
    21. Kiss, H.J. & Rodriguez-Lara, I. & Rosa-García, A., 2016. "Think twice before running! Bank runs and cognitive abilities," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 64(C), pages 12-19.

    More about this item

    Keywords

    Intelligence; Raven Progressive Matrices; Cognitive Reflection; Cognitive Skills; Inconsistent Behavior; Time Preference; Risk Preference;
    All these keywords.

    JEL classification:

    • C90 - Mathematical and Quantitative Methods - - Design of Experiments - - - General
    • C91 - Mathematical and Quantitative Methods - - Design of Experiments - - - Laboratory, Individual Behavior
    • D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty
    • D91 - Microeconomics - - Micro-Based Behavioral Economics - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making
    • J13 - Labor and Demographic Economics - - Demographic Economics - - - Fertility; Family Planning; Child Care; Children; Youth

    Statistics

    Access and download statistics

    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:eee:jeborg:v:220:y:2024:i:c:p:495-506. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/jebo .

    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.