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Financial Literacy, Human Capital and Stock Market Participation in Europe: An Empirical Exercise under Endogenous Framework

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  • Ashok Thomas
  • Luca Spataro

Abstract

Households' stock market participation has significant effects on savings and on an economy's financial development and performance. Yet participation into capital markets is limited and quite heterogonous both among and within several countries. This phenomenon represents an empirical puzzle whose understanding is rather incomplete. In this work we exploit a combination of datasets for 9 European countries and use different econometric specifications that allow to control for endogeneity of financial literacy and human capital, to assess the role of several variables in affecting the probability to participate in the stock market in year 2010. Besides socio-demographic variables, we find that financial literacy has a positive and significant effect on stock market participation, together with the level of human capital. Country level differences are explained by such institutional factors as the effectiveness of the education system, captured by the student-teacher ratio, and by the attractiveness of the stock markets, proxied by the pattern of sharpe-ratios.

Suggested Citation

  • Ashok Thomas & Luca Spataro, 2015. "Financial Literacy, Human Capital and Stock Market Participation in Europe: An Empirical Exercise under Endogenous Framework," Discussion Papers 2015/194, Dipartimento di Economia e Management (DEM), University of Pisa, Pisa, Italy.
    • Handle: RePEc:pie:dsedps:2015/194
    Note: ISSN 2039-1854
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    File URL: https://www.ec.unipi.it/documents/Ricerca/papers/2015-194.pdf
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    1. Lam, David & Schoeni, Robert F, 1993. "Effects of Family Background on Earnings and Returns to Schooling: Evidence from Brazil," Journal of Political Economy, University of Chicago Press, vol. 101(4), pages 710-740, August.
    2. Bertrand, Marianne, 2011. "New Perspectives on Gender," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 17, pages 1543-1590, Elsevier.
    3. Michele Raitano & Francesco Vona, 2015. "Direct and Indirect Influences of Parental Background on Children's Earnings: a Comparison across Countries and Genders," Manchester School, University of Manchester, vol. 83(4), pages 423-450, July.
    4. Luigi Guiso & Tullio Jappelli, 2005. "Awareness and Stock Market Participation," Review of Finance, European Finance Association, vol. 9(4), pages 537-567.
    5. Jeff Dominitz & Charles F. Manski, 2007. "Expected Equity Returns and Portfolio Choice: Evidence from the Health and Retirement Study," Journal of the European Economic Association, MIT Press, vol. 5(2-3), pages 369-379, 04-05.
    6. George M. Constantinides & John B. Donaldson & Rajnish Mehra, 2002. "Junior Can't Borrow: A New Perspective on the Equity Premium Puzzle," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(1), pages 269-296.
    7. Jere R. Behrman & Olivia S. Mitchell & Cindy K. Soo & David Bravo, 2012. "How Financial Literacy Affects Household Wealth Accumulation," American Economic Review, American Economic Association, vol. 102(3), pages 300-304, May.
    8. John Y. Campbell, 2006. "Household Finance," Journal of Finance, American Finance Association, vol. 61(4), pages 1553-1604, August.
    9. 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.
    10. David Card & Alan B. Krueger, 1996. "School Resources and Student Outcomes: An Overview of the Literature and New Evidence from North and South Carolina," Journal of Economic Perspectives, American Economic Association, vol. 10(4), pages 31-50, Fall.
    11. Roine Vestman, 2019. "Limited Stock Market Participation Among Renters and Homeowners," The Review of Financial Studies, Society for Financial Studies, vol. 32(4), pages 1494-1535.
    12. Jappelli, Tullio & Padula, Mario, 2013. "Investment in financial literacy and saving decisions," Journal of Banking & Finance, Elsevier, vol. 37(8), pages 2779-2792.
    13. Annette Vissing-Jorgensen, 2002. "Limited Asset Market Participation and the Elasticity of Intertemporal Substitution," Journal of Political Economy, University of Chicago Press, vol. 110(4), pages 825-853, August.
    14. Annamaria Lusardi & Olivia S. Mitchell, 2005. "Financial Literacy and Planning: Implications for Retirement Wellbeing," CeRP Working Papers 46, Center for Research on Pensions and Welfare Policies, Turin (Italy).
    15. 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.
    16. Alon Brav & George M. Constantinides & Christopher C. Geczy, 2002. "Asset Pricing with Heterogeneous Consumers and Limited Participation: Empirical Evidence," Journal of Political Economy, University of Chicago Press, vol. 110(4), pages 793-824, August.
    17. Arrondel, Luc & Calvo-Pardo, Hector, 2014. "Subjective return expectations, information and stock market participation: evidence from France," Discussion Paper Series In Economics And Econometrics 1415, Economics Division, School of Social Sciences, University of Southampton.
    18. Bound, John & Turner, Sarah, 2007. "Cohort crowding: How resources affect collegiate attainment," Journal of Public Economics, Elsevier, vol. 91(5-6), pages 877-899, June.
    19. Shea, John, 2000. "Does parents' money matter?," Journal of Public Economics, Elsevier, vol. 77(2), pages 155-184, August.
    20. Kerwin Kofi Charles & Erik Hurst, 2003. "The Correlation of Wealth across Generations," Journal of Political Economy, University of Chicago Press, vol. 111(6), pages 1155-1182, December.
    21. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2008. "Trusting the Stock Market," Journal of Finance, American Finance Association, vol. 63(6), pages 2557-2600, December.
    22. repec:dau:papers:123456789/9805 is not listed on IDEAS
    23. Luca Spataro & Lorenzo Corsini, 2017. "Endogenous Financial Literacy, Saving, and Stock Market Participation," FinanzArchiv: Public Finance Analysis, Mohr Siebeck, Tübingen, vol. 73(2), pages 135-162, June.
    24. Rachel Croson & Uri Gneezy, 2009. "Gender Differences in Preferences," Journal of Economic Literature, American Economic Association, vol. 47(2), pages 448-474, June.
    25. repec:fth:prinin:366 is not listed on IDEAS
    26. Margarida Abreu & Victor Mendes, 2010. "Financial literacy and portfolio diversification," Quantitative Finance, Taylor & Francis Journals, vol. 10(5), pages 515-528.
    27. Newey, Whitney K., 1987. "Efficient estimation of limited dependent variable models with endogenous explanatory variables," Journal of Econometrics, Elsevier, vol. 36(3), pages 231-250, November.
    28. Amemiya, Takeshi, 1978. "The Estimation of a Simultaneous Equation Generalized Probit Model," Econometrica, Econometric Society, vol. 46(5), pages 1193-1205, September.
    29. Johan Almenberg & Jenny Säve-Söderbergh, 2011. "Financial Literacy and Retirement Planning in Sweden," CeRP Working Papers 112, Center for Research on Pensions and Welfare Policies, Turin (Italy).
    30. Haliassos, Michael & Bertaut, Carol C, 1995. "Why Do So Few Hold Stocks?," Economic Journal, Royal Economic Society, vol. 105(432), pages 1110-1129, September.
    31. 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, February.
    32. Almenberg, Johan & Säve-Söderbergh, Jenny, 2011. "Financial literacy and retirement planning in Sweden," Journal of Pension Economics and Finance, Cambridge University Press, vol. 10(4), pages 585-598, October.
    33. David Card & Alan Krueger, 1996. "School Resources and Student Outcomes: An Overview of the Literature and New Evidence from North and South Carolina," Working Papers 745, Princeton University, Department of Economics, Industrial Relations Section..
    34. Luigi Guiso & Michael Haliassos & Tullio Jappelli (ed.), 2003. "Stockholding in Europe," Palgrave Macmillan Books, Palgrave Macmillan, number 978-0-230-50267-3.
    35. Joao F. Cocco, 2005. "Consumption and Portfolio Choice over the Life Cycle," The Review of Financial Studies, Society for Financial Studies, vol. 18(2), pages 491-533.
    36. Raquel Fonseca & Kathleen J. Mullen & Gema Zamarro & Julie Zissimopoulos, 2012. "What Explains the Gender Gap in Financial Literacy? The Role of Household Decision Making," Journal of Consumer Affairs, Wiley Blackwell, vol. 46(1), pages 90-106, March.
    37. Jeffrey R. Brown & Zoran Ivković & Paul A. Smith & Scott Weisbenner, 2008. "Neighbors Matter: Causal Community Effects and Stock Market Participation," Journal of Finance, American Finance Association, vol. 63(3), pages 1509-1531, June.
    38. Griliches, Zvi, 1977. "Estimating the Returns to Schooling: Some Econometric Problems," Econometrica, Econometric Society, vol. 45(1), pages 1-22, January.
    39. 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.
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    2. Nataliya Barasinska & Dorothea Schäfer, 2018. "Gender role asymmetry and stock market participation – evidence from four European household surveys," The European Journal of Finance, Taylor & Francis Journals, vol. 24(12), pages 1026-1046, August.

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    Keywords

    Stock Market Participation; Financial Literacy; European Countries; Endogenous framework.;
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