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Cognitive abilities and portfolio choice

  • Christelis, Dimitris
  • Jappelli, Tullio
  • Padula, Mario

We study the relation between cognitive abilities and stockholding using the recent Survey of Health, Ageing and Retirement in Europe (SHARE), which has detailed data on wealth and portfolio composition of individuals aged 50+ in 11 European countries and three indicators of cognitive abilities: mathematical, verbal fluency, and recall skills. We find that the propensity to invest in stocks is strongly associated with cognitive abilities, for both direct stock market participation and indirect participation through mutual funds and retirement accounts. Since the decision to invest in less information-intensive assets (such as bonds) is less strongly related to cognitive abilities, we conclude that the association between cognitive abilities and stockholding is driven by information constraints, rather than by features of preferences or psychological traits.

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Paper provided by Center for Financial Studies (CFS) in its series CFS Working Paper Series with number 2008/35.

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Date of creation: 2008
Date of revision:
Handle: RePEc:zbw:cfswop:200835
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  1. Dohmen Thomas & Falk Armin & Huffman David & Sunde Uwe, 2009. "Are Risk Aversion and Impatience Related to Cognitive Ability?," ROA Research Memorandum 007, Maastricht University, Research Centre for Education and the Labour Market (ROA).
  2. Harrison Hong & Jeffrey D. Kubik & Jeremy C. Stein, 2004. "Social Interaction and Stock-Market Participation," Journal of Finance, American Finance Association, vol. 59(1), pages 137-163, 02.
  3. Dimitrios Christelis & Tullio Jappelli & Mario Padula, 2005. "Wealth and Portfolio Composition," CSEF Working Papers 132, Centre for Studies in Economics and Finance (CSEF), University of Naples, Italy.
  4. John Heaton & Deborah Lucas, 2000. "Portfolio Choice and Asset Prices: The Importance of Entrepreneurial Risk," Journal of Finance, American Finance Association, vol. 55(3), pages 1163-1198, 06.
  5. Daniel J. Benjamin & Sebastian A. Brown & Jesse M. Shapiro, 2006. "Who is “Behavioral”? Cognitive Ability and Anomalous Preferences," Levine's Working Paper Archive 122247000000001334, David K. Levine.
  6. Christelis, Dimitris & Jappelli, Tullio & Padula, Mario, 2010. "Cognitive abilities and portfolio choice," European Economic Review, Elsevier, vol. 54(1), pages 18-38, January.
  7. Shane Frederick, 2005. "Cognitive Reflection and Decision Making," Journal of Economic Perspectives, American Economic Association, vol. 19(4), pages 25-42, Fall.
  8. Bogan, Vicki, 2006. "Stock Market Participation and the Internet," Working Papers 127044, Cornell University, Department of Applied Economics and Management.
  9. Maarten vanRooij & Annamaria Lusardi & Rob Alessie, 2007. "Financial Literacy and Stock Market Participation," Working Papers wp162, University of Michigan, Michigan Retirement Research Center.
  10. Eric A. Hanushek & Ludger Woessmann, 2009. "Do Better Schools Lead to More Growth? Cognitive Skills, Economic Outcomes, and Causation," NBER Working Papers 14633, National Bureau of Economic Research, Inc.
  11. repec:use:tkiwps:2323 is not listed on IDEAS
  12. Brad M. Barber & Terrance Odean, 2001. "Boys will be Boys: Gender, Overconfidence, and Common Stock Investment," The Quarterly Journal of Economics, Oxford University Press, vol. 116(1), pages 261-292.
  13. Harvey S. Rosen & Stephen Wu, 2003. "Portfolio Choice and Health Status," NBER Working Papers 9453, National Bureau of Economic Research, Inc.
  14. Mankiw, N.G. & Zeldes, S.P., 1990. "The Consumption Of Stockholders And Non-Stockholders," Weiss Center Working Papers 23-90, Wharton School - Weiss Center for International Financial Research.
  15. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2000. "The Role of Social Capital in Financial Development," NBER Working Papers 7563, National Bureau of Economic Research, Inc.
  16. John R. Graham & Campbell R. Harvey & Hai Huang, 2005. "Investor Competence, Trading Frequency, and Home Bias," NBER Working Papers 11426, National Bureau of Economic Research, Inc.
  17. Arturo Estrella, 1997. "A new measure of fit for equations with dichotomous dependent variables," Research Paper 9716, Federal Reserve Bank of New York.
  18. Annamaria Lusardi & Olivia S. Mitchell, 2011. "Financial Literacy and Planning: Implications for Retirement Wellbeing," NBER Working Papers 17078, National Bureau of Economic Research, Inc.
  19. Agar Brugiavini & Tullio Jappelli & Guglielmo Weber, 2002. "The Survey on Health, Aging and Wealth," CSEF Working Papers 86, Centre for Studies in Economics and Finance (CSEF), University of Naples, Italy.
  20. Dana P. Goldman & Nicole Maestas, 2007. "Medical Expenditure Risk and Household Portfolio Choice," Working Papers 325-1, RAND Corporation Publications Department.
  21. Esther Duflo & Emmanuel Saez, 2000. "Participation and Investment Decisions in a Retirement Plan: The Influence of Colleagues' Choices," NBER Working Papers 7735, National Bureau of Economic Research, Inc.
  22. Fatih Guvenen, 2005. "Reconciling Conflicting Evidence on the Elasticity of Intertemporal Substitution: A Macroeconomic Perspective," Macroeconomics 0507005, EconWPA.
  23. Guiso, Luigi & Jappelli, Tullio, 2000. "Household Portfolios in Italy," CEPR Discussion Papers 2549, C.E.P.R. Discussion Papers.
  24. Nicholas Barberis & Ming Huang & Richard H. Thaler, 2006. "Individual Preferences, Monetary Gambles, and Stock Market Participation: A Case for Narrow Framing," American Economic Review, American Economic Association, vol. 96(4), pages 1069-1090, September.
  25. Guiso, Luigi & Jappelli, Tullio & Terlizzese, Daniele, 1994. "Income Risk, Borrowing Constraints and Portfolio Choice," CEPR Discussion Papers 888, C.E.P.R. Discussion Papers.
  26. Mark Grinblatt, 2001. "How Distance, Language, and Culture Influence Stockholdings and Trades," Journal of Finance, American Finance Association, vol. 56(3), pages 1053-1073, 06.
  27. Bernheim, B. Douglas & Garrett, Daniel M., 2003. "The effects of financial education in the workplace: evidence from a survey of households," Journal of Public Economics, Elsevier, vol. 87(7-8), pages 1487-1519, August.
  28. Orazio Attanasio & James Banks & Sarah Tanner, 1998. "Asset Holding and Consumption Volatility," NBER Working Papers 6567, National Bureau of Economic Research, Inc.
  29. Edwards, Ryan D, 2008. "Health Risk and Portfolio Choice," Journal of Business & Economic Statistics, American Statistical Association, vol. 26, pages 472-485.
  30. Amos Tversky & Daniel Kahneman, 1979. "Prospect Theory: An Analysis of Decision under Risk," Levine's Working Paper Archive 7656, David K. Levine.
  31. John Y. Campbell, 2006. "Household Finance," NBER Working Papers 12149, National Bureau of Economic Research, Inc.
  32. Joao F. Cocco, 2005. "Consumption and Portfolio Choice over the Life Cycle," Review of Financial Studies, Society for Financial Studies, vol. 18(2), pages 491-533.
  33. Kenneth Train, 2003. "Discrete Choice Methods with Simulation," Online economics textbooks, SUNY-Oswego, Department of Economics, number emetr2.
  34. repec:tpr:qjecon:v:112:y:1997:i:2:p:443-77 is not listed on IDEAS
  35. David I. Laibson & Andrea Repetto & Jeremy Tobacman, 1998. "Self-Control and Saving for Retirement," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 29(1), pages 91-196.
  36. Merton, Robert C, 1969. "Lifetime Portfolio Selection under Uncertainty: The Continuous-Time Case," The Review of Economics and Statistics, MIT Press, vol. 51(3), pages 247-57, August.
  37. Shlomo Benartzi & Richard H. Thaler, 1995. "Myopic Loss Aversion and the Equity Premium Puzzle," The Quarterly Journal of Economics, Oxford University Press, vol. 110(1), pages 73-92.
  38. Annette Vissing-Jorgensen, 2004. "Perspectives on Behavioral Finance: Does "Irrationality" Disappear with Wealth? Evidence from Expectations and Actions," NBER Chapters, in: NBER Macroeconomics Annual 2003, Volume 18, pages 139-208 National Bureau of Economic Research, Inc.
  39. Laibson, David I., 1997. "Golden Eggs and Hyperbolic Discounting," Scholarly Articles 4481499, Harvard University Department of Economics.
  40. James P. Smith, 1999. "Healthy Bodies and Thick Wallets: The Dual Relation between Health and Economic Status," Journal of Economic Perspectives, American Economic Association, vol. 13(2), pages 145-166, Spring.
  41. Engstr M, Stefan & Westerberg, Anna, 2003. "Which individuals make active investment decisions in the new Swedish pension system?," Journal of Pension Economics and Finance, Cambridge University Press, vol. 2(03), pages 225-245, November.
  42. Currie, Janet & Madrian, Brigitte C., 1999. "Health, health insurance and the labor market," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 50, pages 3309-3416 Elsevier.
  43. Engström, Stefan & Westerberg, Anna, 2003. "Which individuals make active investment decisions in the new Swedish pension system?," SSE/EFI Working Paper Series in Economics and Finance 527, Stockholm School of Economics, revised 21 Jul 2003.
  44. Haliassos, Michael & Bertaut, Carol C, 1995. "Why Do So Few Hold Stocks?," Economic Journal, Royal Economic Society, vol. 105(432), pages 1110-29, September.
  45. Sims, Christopher A., 2003. "Implications of rational inattention," Journal of Monetary Economics, Elsevier, vol. 50(3), pages 665-690, April.
  46. Karen E. Dynan & Dean M. Maki, 2001. "Does stock market wealth matter for consumption?," Finance and Economics Discussion Series 2001-23, Board of Governors of the Federal Reserve System (U.S.).
  47. Nicholas Barberis & Ming Huang & Richard Thaler, 2003. "Individual Preferences, Monetary Gambles and the Equity Premium," NBER Working Papers 9997, National Bureau of Economic Research, Inc.
  48. repec:oup:qjecon:v:112:y:1997:i:2:p:443-77 is not listed on IDEAS
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