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Financial Knowledge and Financial Fragility: Longitudinal Evidence from Italy

Author

Listed:
  • David Aristei

    (University of Perugia)

  • Manuela Gallo

    (University of Perugia)

  • Pierluigi Murro

    (LUISS University)

Abstract

This paper analyses the role of financial knowledge on individuals’ financial fragility during the COVID-19 pandemic. Using novel longitudinal data on Italian adults for the period 2020–2023 and addressing potential endogeneity issues, we find that more financially knowledgeable individuals are less likely to face difficulties in coping with unexpected expenses. Furthermore, we show that higher levels of pre-pandemic financial resilience are associated with lower financial fragility during the COVID-19 crisis. These results are robust to estimation approaches, sample composition, and measures of financial knowledge. The effect of financial knowledge on financial fragility is found to be heterogeneous across different subgroups of the population and is more beneficial for women and individuals more severely hit by the pandemic, with lower incomes and lower pre-pandemic resilience. Finally, we uncover the existence of true state dependence in the probability of being financially fragile and provide evidence that financial knowledge might also play a significant role in reducing the trapping effect of financial fragility.

Suggested Citation

  • David Aristei & Manuela Gallo & Pierluigi Murro, 2025. "Financial Knowledge and Financial Fragility: Longitudinal Evidence from Italy," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 11(2), pages 667-702, July.
    • Handle: RePEc:spr:italej:v:11:y:2025:i:2:d:10.1007_s40797-025-00324-7
    DOI: 10.1007/s40797-025-00324-7
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    1. Wladimir Raymond & Pierre Mohnen & Franz Palm & Sybrand Schim van der Loeff, 2010. "Persistence of Innovation in Dutch Manufacturing: Is It Spurious?," The Review of Economics and Statistics, MIT Press, vol. 92(3), pages 495-504, August.
    2. Grohmann, Antonia & Klühs, Theres & Menkhoff, Lukas, 2018. "Does financial literacy improve financial inclusion? Cross country evidence," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 111, pages 84-96.
    3. Jeffrey M. Wooldridge, 2005. "Simple solutions to the initial conditions problem in dynamic, nonlinear panel data models with unobserved heterogeneity," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(1), pages 39-54, January.
    4. van Rooij, Maarten & Lusardi, Annamaria & Alessie, Rob, 2011. "Financial literacy and stock market participation," Journal of Financial Economics, Elsevier, vol. 101(2), pages 449-472, August.
    5. Giarda, Elena, 2013. "Persistency of financial distress amongst Italian households: Evidence from dynamic models for binary panel data," Journal of Banking & Finance, Elsevier, vol. 37(9), pages 3425-3434.
    6. Lusardi, Annamaria & Tufano, Peter, 2015. "Debt literacy, financial experiences, and overindebtedness," Journal of Pension Economics and Finance, Cambridge University Press, vol. 14(4), pages 332-368, October.
    7. Jappelli, Tullio & Padula, Mario, 2013. "Investment in financial literacy and saving decisions," Journal of Banking & Finance, Elsevier, vol. 37(8), pages 2779-2792.
    8. French, Declan, 2023. "Exploring household financial strain dynamics," International Review of Financial Analysis, Elsevier, vol. 86(C).
    9. Annamaria Lusardi & Olivia S. Mitchell, 2014. "The Economic Importance of Financial Literacy: Theory and Evidence," Journal of Economic Literature, American Economic Association, vol. 52(1), pages 5-44, March.
    10. Gary Solon & Steven J. Haider & Jeffrey M. Wooldridge, 2015. "What Are We Weighting For?," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 301-316.
    11. Kartik Athreya & José Mustre-del-Río & Juan M Sánchez, 2019. "The Persistence of Financial Distress," The Review of Financial Studies, Society for Financial Studies, vol. 32(10), pages 3851-3883.
    12. Chiara Mussida & Dario Sciulli, 2022. "The dynamics of poverty in Europe: what has changed after the great recession?," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 20(4), pages 915-937, December.
    13. Annamaria Lusardi & Olivia S. Mitchell, 2023. "The Importance of Financial Literacy: Opening a New Field," Journal of Economic Perspectives, American Economic Association, vol. 37(4), pages 137-154, Fall.
    14. Fornero, Elsa & Monticone, Chiara, 2011. "Financial literacy and pension plan participation in Italy," Journal of Pension Economics and Finance, Cambridge University Press, vol. 10(4), pages 547-564, October.
    15. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    16. Klapper, Leora & Lusardi, Annamaria & Panos, Georgios A., 2013. "Financial literacy and its consequences: Evidence from Russia during the financial crisis," Journal of Banking & Finance, Elsevier, vol. 37(10), pages 3904-3923.
    17. Arthur Lewbel, 2012. "Using Heteroscedasticity to Identify and Estimate Mismeasured and Endogenous Regressor Models," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 30(1), pages 67-80.
    18. Wooldridge, Jeffrey M., 2019. "Correlated random effects models with unbalanced panels," Journal of Econometrics, Elsevier, vol. 211(1), pages 137-150.
    19. Angrisani, Marco & Burke, Jeremy & Lusardi, Annamaria & Mottola, Gary, 2023. "The evolution of financial literacy over time and its predictive power for financial outcomes: evidence from longitudinal data," Journal of Pension Economics and Finance, Cambridge University Press, vol. 22(4), pages 640-657, October.
    20. Lusardi, Annamaria & Mitchell, Olivia S., 2011. "Financial literacy around the world: an overview," Journal of Pension Economics and Finance, Cambridge University Press, vol. 10(4), pages 497-508, October.
    21. Rink, Ute & Walle, Yabibal M. & Klasen, Stephan, 2021. "The financial literacy gender gap and the role of culture," The Quarterly Review of Economics and Finance, Elsevier, vol. 80(C), pages 117-134.
    22. 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.
    23. Kim, Hugh H. & Maurer, Raimond & Mitchell, Olivia S., 2021. "How financial literacy shapes the demand for financial advice at older ages," The Journal of the Economics of Ageing, Elsevier, vol. 20(C).
    24. Pedro Albarran & Raquel Carrasco & Jesus M. Carro, 2019. "Estimation of Dynamic Nonlinear Random Effects Models with Unbalanced Panels," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 81(6), pages 1424-1441, December.
    25. Cziriak, Marius, 2022. "Households' financial fragility during the COVID-19 pandemic in Germany," ZEW Discussion Papers 22-070, ZEW - Leibniz Centre for European Economic Research.
    26. Gary Chamberlain, 1980. "Analysis of Covariance with Qualitative Data," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(1), pages 225-238.
    27. Cucinelli, Doriana & Soana, Maria Gaia, 2023. "Investor preferences, financial literacy and intermediary choice towards sustainability," Research in International Business and Finance, Elsevier, vol. 66(C).
    28. Annamaria Lusardi & Andrea Hasler & Paul J. Yakoboski, 2021. "Building up financial literacy and financial resilience," Mind & Society: Cognitive Studies in Economics and Social Sciences, Springer;Fondazione Rosselli, vol. 20(2), pages 181-187, November.
    29. Michael D. Bates & Leslie E. Papke & Jeffrey M. Wooldridge, 2024. "Non linear correlated random effects models with endogeneity and unbalanced panels," Econometric Reviews, Taylor & Francis Journals, vol. 43(9), pages 713-732, October.
    30. Kleimeier, Stefanie & Hoffmann, Arvid O.I. & Broihanne, Marie-Hélène & Plotkina, Daria & Göritz, Anja S., 2023. "Determinants of individuals’ objective and subjective financial fragility during the COVID-19 pandemic," Journal of Banking & Finance, Elsevier, vol. 153(C).
    31. Jeffrey M. Wooldridge, 1999. "Asymptotic Properties of Weighted M-Estimators for Variable Probability Samples," Econometrica, Econometric Society, vol. 67(6), pages 1385-1406, November.
    32. Liu, Bofan & Lu, Bin, 2023. "Can financial literacy be a substitute for financial advisers? Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 79(C).
    33. Sara Ayllón, 2015. "Youth Poverty, Employment, and Leaving the Parental Home in Europe," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 61(4), pages 651-676, December.
    34. Papke, Leslie E. & Wooldridge, Jeffrey M., 2008. "Panel data methods for fractional response variables with an application to test pass rates," Journal of Econometrics, Elsevier, vol. 145(1-2), pages 121-133, July.
    35. Giles John & Murtazashvili Irina, 2013. "A Control Function Approach to Estimating Dynamic Probit Models with Endogenous Regressorsa," Journal of Econometric Methods, De Gruyter, vol. 2(1), pages 69-87, July.
    36. Gathergood, John, 2012. "Self-control, financial literacy and consumer over-indebtedness," Journal of Economic Psychology, Elsevier, vol. 33(3), pages 590-602.
    37. Boheim, Rene & Taylor, Mark P., 2000. "My Home Was My Castle: Evictions and Repossessions in Britain," Journal of Housing Economics, Elsevier, vol. 9(4), pages 287-319, December.
    38. Aristei, David & Gallo, Manuela, 2022. "Assessing gender gaps in financial knowledge and self-confidence: Evidence from international data," Finance Research Letters, Elsevier, vol. 46(PA).
    39. Brown, Sarah & Ghosh, Pulak & Taylor, Karl, 2014. "The existence and persistence of household financial hardship: A Bayesian multivariate dynamic logit framework," Journal of Banking & Finance, Elsevier, vol. 46(C), pages 285-298.
    40. Alessia Sconti, 2024. "Having Trouble Making Ends Meet? Financial Literacy Makes the Difference," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 10(1), pages 377-408, March.
    41. Giovanni D’Alessio & Riccardo de Bonis & Andrea Neri & Cristiana Rampazzi, 2020. "Italian people’s financial literacy: the results of the Bank of Italy’s 2020 survey," Questioni di Economia e Finanza (Occasional Papers) 588, Bank of Italy, Economic Research and International Relations Area.
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    1. Giorgio Calcagnini & Riccardo Bonis & Germana Giombini, 2025. "Financial Literacy and Education in an Era of Unprecedented Disruptions," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 11(2), pages 459-462, July.

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    Keywords

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    JEL classification:

    • D14 - Microeconomics - - Household Behavior - - - Household Saving; Personal Finance
    • G41 - Financial Economics - - Behavioral Finance - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making in Financial Markets
    • G50 - Financial Economics - - Household Finance - - - General
    • G53 - Financial Economics - - Household Finance - - - Financial Literacy
    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models

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