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Cognitive abilities, non-cognitive skills, and gambling behaviors

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  • Gong, Xiaodong
  • Zhu, Rong

Abstract

This paper examines the effects of cognitive abilities and non-cognitive skills on gambling behaviors in Australia. We use the scores for three cognitive functioning tasks as measures of cognitive abilities. Locus of control and the Big Five personality traits are used as measures of non-cognitive skills. We find that cognitive abilities affect both gambling participation and problem gambling. While locus of control does not affect people’s participation in gambling, gambling participants with strong internal locus of control are less likely to become a problem gambler than those with external locus of control. We also show that personality traits are important factors for both gambling participation and problem gambling. There is also evidence that both cognitive and non-cognitive skills affect gamblers’ choice between skill-and-chance gambling and pure-chance gambling. Our findings seem to support the view that market imperfection could at least explain some individuals’ participation in gambling.

Suggested Citation

  • Gong, Xiaodong & Zhu, Rong, 2019. "Cognitive abilities, non-cognitive skills, and gambling behaviors," Journal of Economic Behavior & Organization, Elsevier, vol. 165(C), pages 51-69.
    • Handle: RePEc:eee:jeborg:v:165:y:2019:i:c:p:51-69
    DOI: 10.1016/j.jebo.2019.06.016
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    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. J. S. Flemming, 1969. "The Utility of Wealth and the Utility of Windfalls," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 36(1), pages 55-66.
    3. Cobb-Clark, Deborah A. & Schurer, Stefanie, 2012. "The stability of big-five personality traits," Economics Letters, Elsevier, vol. 115(1), pages 11-15.
    4. Buddelmeyer, Hielke & Powdthavee, Nattavudh, 2016. "Can having internal locus of control insure against negative shocks? Psychological evidence from panel data," Journal of Economic Behavior & Organization, Elsevier, vol. 122(C), pages 88-109.
    5. Lin, Dajun & Lutter, Randall & Ruhm, Christopher J., 2018. "Cognitive performance and labour market outcomes," Labour Economics, Elsevier, vol. 51(C), pages 121-135.
    6. Nils H. Hakansson, 1970. "Friedman-Savage Utility Functions Consistent with Risk Aversion," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 84(3), pages 472-487.
    7. Salamanca, Nicolás & de Grip, Andries & Fouarge, Didier & Montizaan, Raymond, 2020. "Locus of control and investment in risky assets," Journal of Economic Behavior & Organization, Elsevier, vol. 177(C), pages 548-568.
    8. Lex Borghans & Angela Lee Duckworth & James J. Heckman & Bas ter Weel, 2008. "The Economics and Psychology of Personality Traits," Journal of Human Resources, University of Wisconsin Press, vol. 43(4).
    9. 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.
    10. Sumit Agarwal & Bhashkar Mazumder, 2013. "Cognitive Abilities and Household Financial Decision Making," American Economic Journal: Applied Economics, American Economic Association, vol. 5(1), pages 193-207, January.
    11. Anke Becker & Thomas Deckers & Thomas Dohmen & Armin Falk & Fabian Kosse, 2012. "The Relationship Between Economic Preferences and Psychological Personality Measures," Annual Review of Economics, Annual Reviews, vol. 4(1), pages 453-478, July.
    12. Machina, Mark J, 1989. "Dynamic Consistency and Non-expected Utility Models of Choice under Uncertainty," Journal of Economic Literature, American Economic Association, vol. 27(4), pages 1622-1668, December.
    13. Heywood, John S. & Jirjahn, Uwe & Struewing, Cornelia, 2017. "Locus of control and performance appraisal," Journal of Economic Behavior & Organization, Elsevier, vol. 142(C), pages 205-225.
    14. Warn N. Lekfuangfu & Nattavudh Powdthavee & Nele Warrinnier & Francesca Cornaglia, 2018. "Locus of Control and its Intergenerational Implications for Early Childhood Skill Formation," Economic Journal, Royal Economic Society, vol. 128(608), pages 298-329, February.
    15. Raymond D. Sauer, 1998. "The Economics of Wagering Markets," Journal of Economic Literature, American Economic Association, vol. 36(4), pages 2021-2064, December.
    16. Harry Markowitz, 1952. "The Utility of Wealth," Journal of Political Economy, University of Chicago Press, vol. 60(2), pages 151-151.
    17. Young Chin Kim, 1973. "Choice in the Lottery-Insurance Situation Augmented-Income Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 87(1), pages 148-156.
    18. Heckman, James J., 2011. "Integrating Personality Psychology into Economics," IZA Discussion Papers 5950, Institute of Labor Economics (IZA).
    19. James J. Heckman & Jora Stixrud & Sergio Urzua, 2006. "The Effects of Cognitive and Noncognitive Abilities on Labor Market Outcomes and Social Behavior," Journal of Labor Economics, University of Chicago Press, vol. 24(3), pages 411-482, July.
    20. 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.
    21. Mark Wooden, 2013. "The Measurement of Cognitive Ability in Wave 12 of the HILDA Survey," Melbourne Institute Working Paper Series wp2013n44, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
    22. Deborah A. Cobb‐Clark & Stefanie Schurer, 2013. "Two Economists' Musings on the Stability of Locus of Control," Economic Journal, Royal Economic Society, vol. 0, pages 358-400, August.
    23. Eva M. Berger & Luke Haywood, 2016. "Locus of Control and Mothers’ Return to Employment," Journal of Human Capital, University of Chicago Press, vol. 10(4), pages 442-481.
    24. Dobbs, Ian M, 1988. "Risk Aversion, Gambling and the Labour-Leisure Choice," Scottish Journal of Political Economy, Scottish Economic Society, vol. 35(2), pages 171-175, May.
    25. Chris Starmer, 2000. "Developments in Non-expected Utility Theory: The Hunt for a Descriptive Theory of Choice under Risk," Journal of Economic Literature, American Economic Association, vol. 38(2), pages 332-382, June.
    26. Benjamin Eden, 1979. "An Expected Utility Function for the Insurance Buying Gambler," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 46(4), pages 741-742.
    27. Cobb-Clark, Deborah A. & Kassenboehmer, Sonja C. & Schurer, Stefanie, 2014. "Healthy habits: The connection between diet, exercise, and locus of control," Journal of Economic Behavior & Organization, Elsevier, vol. 98(C), pages 1-28.
    28. Stefanie Schurer, 2017. "Does education strengthen the life skills of adolescents?," IZA World of Labor, Institute of Labor Economics (IZA), pages 366-366, June.
    29. Almlund, Mathilde & Duckworth, Angela Lee & Heckman, James & Kautz, Tim, 2011. "Personality Psychology and Economics," Handbook of the Economics of Education, in: Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), Handbook of the Economics of Education, edition 1, volume 4, chapter 0, pages 1-181, Elsevier.
    30. Cunha, Flavio & Heckman, James J. & Lochner, Lance, 2006. "Interpreting the Evidence on Life Cycle Skill Formation," Handbook of the Economics of Education, in: Erik Hanushek & F. Welch (ed.), Handbook of the Economics of Education, edition 1, volume 1, chapter 12, pages 697-812, Elsevier.
    31. Ng Yew Kwang, 1965. "Why do People Buy Lottery Tickets? Choices Involving Risk and the Indivisibility of Expenditure," Journal of Political Economy, University of Chicago Press, vol. 73(5), pages 530-530.
    32. James Banks & Cormac O'Dea & Zoë Oldfield, 2010. "Cognitive Function, Numeracy and Retirement Saving Trajectories," Economic Journal, Royal Economic Society, vol. 120(548), pages 381-410, November.
    33. Cobb-Clark, Deborah A. & Schurer, Stefanie, 2012. "The stability of big-five personality traits," Economics Letters, Elsevier, vol. 115(1), pages 11-15.
    34. Warn N. Lekfuangfu & Nattavudh Powdthavee & Nele Warrinnier & Francesca Cornaglia, 2018. "Locus of Control and its Intergenerational Implications for Early Childhood Skill Formation," Economic Journal, Royal Economic Society, vol. 128(608), pages 298-329, February.
    35. 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.
    36. Nicholas Barberis, 2012. "A Model of Casino Gambling," Management Science, INFORMS, vol. 58(1), pages 35-51, January.
    37. Milton Friedman & L. J. Savage, 1948. "The Utility Analysis of Choices Involving Risk," Journal of Political Economy, University of Chicago Press, vol. 56(4), pages 279-279.
    38. Machina, Mark J, 1987. "Choice under Uncertainty: Problems Solved and Unsolved," Journal of Economic Perspectives, American Economic Association, vol. 1(1), pages 121-154, Summer.
    39. Griliches, Zvi, 1977. "Estimating the Returns to Schooling: Some Econometric Problems," Econometrica, Econometric Society, vol. 45(1), pages 1-22, January.
    40. Conlisk, John, 1993. "The Utility of Gambling," Journal of Risk and Uncertainty, Springer, vol. 6(3), pages 255-275, June.
    41. Yona Rubinstein & James J. Heckman, 2001. "The Importance of Noncognitive Skills: Lessons from the GED Testing Program," American Economic Review, American Economic Association, vol. 91(2), pages 145-149, May.
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    2. Andrew E Clark & Rong Zhu, 2023. "Taking Back Control? Quasi-Experimental Evidence on the Impact of Retirement on Locus of Control," Working Papers halshs-04335808, HAL.
    3. Clark, Andrew E. & D’Ambrosio, Conchita & Onur, Ilke & Zhu, Rong, 2022. "COVID-19 compliance behaviors of older people: The role of cognitive and non-cognitive skills," Economics Letters, Elsevier, vol. 210(C).
    4. Glewwe, Paul & Song, Yang & Zou, Xianqiang, 2022. "Labor market outcomes, cognitive skills, and noncognitive skills in rural China," Journal of Economic Behavior & Organization, Elsevier, vol. 193(C), pages 294-311.
    5. Badji, Samia & Black, Nicole & Johnston, David W., 2023. "Economic, Health and Behavioural Consequences of Greater Gambling Availability," Economic Modelling, Elsevier, vol. 123(C).
    6. Awaworyi Churchill, Sefa & Munyanyi, Musharavati Ephraim & Prakash, Kushneel & Smyth, Russell, 2020. "Locus of control and the gender gap in mental health," Journal of Economic Behavior & Organization, Elsevier, vol. 178(C), pages 740-758.
    7. Fanghella, Valeria & Faure, Corinne & Guetlein, Marie-Charlotte & Schleich, Joachim, 2023. "Locus of control and other-regarding behavior: Experimental evidence from a large heterogeneous sample," Journal of Economic Psychology, Elsevier, vol. 95(C).
    8. Isaac Koomson & Sefa Awaworyi Churchill & Musharavati Ephraim Munyanyi, 2022. "Gambling and Financial Stress," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 163(1), pages 473-503, August.
    9. Dusanee Kesavayuth & Robert E Rosenman & Vasileios Zikos, 2022. "Leaving the labor market: Exit routes, personality traits and well-being," PLOS ONE, Public Library of Science, vol. 17(3), pages 1-20, March.
    10. Tiina Latvala & Anne H. Salonen & Tomi Roukka, 2022. "Compulsory School Achievement and Future Gambling Expenditure: A Finnish Population-Based Study," IJERPH, MDPI, vol. 19(15), pages 1-11, August.
    11. Xinxin Ma, 2022. "Social Insurances and Risky Financial Market Participation: Evidence from China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 58(10), pages 2957-2975, August.
    12. Chiah, Mardy & Tian, Xiao & Zhong, Angel, 2022. "Lockdown and retail trading in the equity market," Journal of Behavioral and Experimental Finance, Elsevier, vol. 33(C).
    13. Awaworyi Churchill, Sefa & Smyth, Russell, 2021. "Locus of control and energy poverty," Energy Economics, Elsevier, vol. 104(C).
    14. Huong Trang Kim, 2023. "Linking Trait Affectivity, Cognitive Ability, and Preferences Among Top Managers: Insights From a Lab-In-The-Field Experiment," Evaluation Review, , vol. 47(3), pages 479-503, June.

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    More about this item

    Keywords

    Cognitive abilities; Locus of control; Personality traits; Gambling behaviors;
    All these keywords.

    JEL classification:

    • D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty
    • J01 - Labor and Demographic Economics - - General - - - Labor Economics: General

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