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Crisis stress for the diversity of financial portfolios — evidence from European households

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  • Schäfer, Dorothea
  • Stephan, Andreas
  • Weser, Henriette

Abstract

In this paper, we investigate how European households changed the diversity of their financial portfolios in response to the Great Financial and the subsequent European Debt Crisis. For this purpose we apply a Difference-in-Differences (DiD) approach estimated as a correlated random effects (CRE) model to six waves of the Survey of Health, Ageing and Retirement in Europe (SHARE). We find that households holding risky assets responded to the twin European financial crises with lower levels of diversity in their financial portfolios. We also reveal their flight to liquid and safe bank accounts at the expense of mutual funds and stocks. The downward trend peaked in 2015. Only after 2015, when the Eurozone debt crisis was definitely over, those households’ financial portfolios became more diverse again. The findings are highly robust across gender, income, and wealth quartiles, as well as across most countries. Such behavior is most likely a mistake with negative wealth consequences for the households and for the society. Programs to increase portfolio diversity literacy could support households in avoiding such behavior in the next crisis.

Suggested Citation

  • Schäfer, Dorothea & Stephan, Andreas & Weser, Henriette, 2023. "Crisis stress for the diversity of financial portfolios — evidence from European households," International Review of Economics & Finance, Elsevier, vol. 83(C), pages 330-347.
  • Handle: RePEc:eee:reveco:v:83:y:2023:i:c:p:330-347
    DOI: 10.1016/j.iref.2022.08.022
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    as
    1. Filippin, Antonio & Crosetto, Paolo, 2014. "A Reconsideration of Gender Differences in Risk Attitudes," IZA Discussion Papers 8184, Institute of Labor Economics (IZA).
    2. Ampudia, Miguel & Pavlickova, Akmaral & Slacalek, Jiri & Vogel, Edgar, 2016. "Household heterogeneity in the euro area since the onset of the Great Recession," Journal of Policy Modeling, Elsevier, vol. 38(1), pages 181-197.
    3. Cardak, Buly A. & Wilkins, Roger, 2009. "The determinants of household risky asset holdings: Australian evidence on background risk and other factors," Journal of Banking & Finance, Elsevier, vol. 33(5), pages 850-860, May.
    4. Victor DeMiguel & Lorenzo Garlappi & Raman Uppal, 2009. "Optimal Versus Naive Diversification: How Inefficient is the 1-N Portfolio Strategy?," The Review of Financial Studies, Society for Financial Studies, vol. 22(5), pages 1915-1953, May.
    5. Eva M. Sierminska & Jacques Silber, 2020. "The diversity of household assets holdings in the United States in 2007 and 2009: measurement and determinants," Review of Economics of the Household, Springer, vol. 18(3), pages 599-634, September.
    6. Hwang, Inchang & Xu, Simon & In, Francis, 2018. "Naive versus optimal diversification: Tail risk and performance," European Journal of Operational Research, Elsevier, vol. 265(1), pages 372-388.
    7. Christelis, Dimitris & Jappelli, Tullio & Padula, Mario, 2010. "Cognitive abilities and portfolio choice," European Economic Review, Elsevier, vol. 54(1), pages 18-38, January.
    8. Radde, Sören, 2015. "Flight to liquidity and the Great Recession," Journal of Banking & Finance, Elsevier, vol. 54(C), pages 192-207.
    9. John Y. Campbell & Tarun Ramadorai & Benjamin Ranish, 2019. "Do the Rich Get Richer in the Stock Market? Evidence from India," American Economic Review: Insights, American Economic Association, vol. 1(2), pages 225-240, September.
    10. Balcilar, Mehmet & Roubaud, David & Uzuner, Gizem & Wohar, Mark E., 2021. "Housing sector and economic policy uncertainty: A GMM panel VAR approach," International Review of Economics & Finance, Elsevier, vol. 76(C), pages 114-126.
    11. Luigi Guiso & Monica Paiella, 2008. "Risk Aversion, Wealth, and Background Risk," Journal of the European Economic Association, MIT Press, vol. 6(6), pages 1109-1150, December.
    12. Ulrike Malmendier & Stefan Nagel, 2011. "Depression Babies: Do Macroeconomic Experiences Affect Risk Taking?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(1), pages 373-416.
    13. Atella, Vincenzo & Brunetti, Marianna & Maestas, Nicole, 2012. "Household portfolio choices, health status and health care systems: A cross-country analysis based on SHARE," Journal of Banking & Finance, Elsevier, vol. 36(5), pages 1320-1335.
    14. Yener, Haluk & Soybilgen, Barış & Stengos, Thanasis, 2020. "A general model for financial crises: An application to eurozone crisis," International Review of Economics & Finance, Elsevier, vol. 70(C), pages 202-229.
    15. Richard H. Thaler & Shlomo Benartzi, 2001. "Naive Diversification Strategies in Defined Contribution Saving Plans," American Economic Review, American Economic Association, vol. 91(1), pages 79-98, March.
    16. Guiso, Luigi & Sapienza, Paola & Zingales, Luigi, 2018. "Time varying risk aversion," Journal of Financial Economics, Elsevier, vol. 128(3), pages 403-421.
    17. Lukas Menkhoff & Carsten Schröder, 2022. "Risky Asset Holdings During Covid‐19 and their Distributional Impact: Evidence from Germany," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 68(2), pages 497-517, June.
    18. Schaeck, Klaus & Kick, Thomas & Onali, Enrico & Ruprecht, Benedikt, 2014. "Wealth shocks, credit-supply shocks, and asset allocation: evidence from household and firm portfolios," Working Paper Series 1662, European Central Bank.
    19. Selma Izadi & M. Kabir Hassan, 2018. "Portfolio and hedging effectiveness of financial assets of the G7 countries," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 8(2), pages 183-213, August.
    20. Wooldridge, Jeffrey M., 2019. "Correlated random effects models with unbalanced panels," Journal of Econometrics, Elsevier, vol. 211(1), pages 137-150.
    21. Simonelli, Maria Rosaria, 2005. "Indeterminacy in portfolio selection," European Journal of Operational Research, Elsevier, vol. 163(1), pages 170-176, May.
    22. Vu, Thi-Hong-Phuong & Li, Chu-Shiu & Liu, Chwen-Chi, 2021. "Effects of the financial crisis on household financial risky assets holdings: Empirical evidence from Europe," International Review of Economics & Finance, Elsevier, vol. 71(C), pages 342-358.
    23. Muhammad Ali & Uwe Cantner, 2020. "Economic diversification and human development in Europe," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 10(2), pages 211-235, June.
    24. Frijns, Bart & Koellen, Esther & Lehnert, Thorsten, 2008. "On the determinants of portfolio choice," Journal of Economic Behavior & Organization, Elsevier, vol. 66(2), pages 373-386, May.
    25. Richter, Thomas Julian, 2022. "Liquidity commonality in sovereign bond markets," International Review of Economics & Finance, Elsevier, vol. 78(C), pages 501-518.
    26. Manuel Rupprecht, 2018. "Low Interest Rates and Household Portfolio Behaviour in Euro Area Countries," Intereconomics: Review of European Economic Policy, Springer;ZBW - Leibniz Information Centre for Economics;Centre for European Policy Studies (CEPS), vol. 53(3), pages 174-178, May.
    27. Cardak, Buly A. & Martin, Vance L. & McAllister, Richard, 2019. "The effects of the Global Financial Crisis on the stock holding decisions of Australian households," The North American Journal of Economics and Finance, Elsevier, vol. 50(C).
    28. Dimmock, Stephen G. & Kouwenberg, Roy & Mitchell, Olivia S. & Peijnenburg, Kim, 2016. "Ambiguity aversion and household portfolio choice puzzles: Empirical evidence," Journal of Financial Economics, Elsevier, vol. 119(3), pages 559-577.
    29. Riju Joshi & Jeffrey M. Wooldridge, 2019. "Correlated Random Effects Models with Endogenous Explanatory Variables and Unbalanced Panels," Annals of Economics and Statistics, GENES, issue 134, pages 243-268.
    30. Fabian T. Pfeffer & Sheldon Danziger & Robert F. Schoeni, 2013. "Wealth Disparities Before and After the Great Recession," The ANNALS of the American Academy of Political and Social Science, , vol. 650(1), pages 98-123, November.
    31. He, Zekai & Shi, Xiuzhen & Lu, Xiaomeng & Li, Feng, 2019. "Home equity and household portfolio choice: Evidence from China," International Review of Economics & Finance, Elsevier, vol. 60(C), pages 149-164.
    32. Gong, Binglin & Yang, Chun-Lei, 2012. "Gender differences in risk attitudes: Field experiments on the matrilineal Mosuo and the patriarchal Yi," Journal of Economic Behavior & Organization, Elsevier, vol. 83(1), pages 59-65.
    33. Steffen Meyer & Michaela Pagel, 2022. "Fully Closed: Individual Responses to Realized Gains and Losses," Journal of Finance, American Finance Association, vol. 77(3), pages 1529-1585, June.
    34. David Blanchett & Michael Finke & Michael Guillemette, 2018. "The Effect of Advanced Age and Equity Values on Risk Preferences," Journal of Behavioral Finance, Taylor & Francis Journals, vol. 19(4), pages 434-441, October.
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    More about this item

    Keywords

    Financial crisis; European debt crisis; Financial portfolio diversity; Individual investment behavior; Stocks; Mutual funds; Flight-to-liquidity; Background risk; DiD; CRE;
    All these keywords.

    JEL classification:

    • D31 - Microeconomics - - Distribution - - - Personal Income and Wealth Distribution
    • G51 - Financial Economics - - Household Finance - - - Household Savings, Borrowing, Debt, and Wealth
    • G01 - Financial Economics - - General - - - Financial Crises
    • G40 - Financial Economics - - Behavioral Finance - - - General

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