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Financial technology and financial capability: Study of the European Union

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  • Nourallah, Mustafa
  • Öhman, Peter
  • Hamati, Samer

Abstract

Enhancing household financial capability is important for mitigating severe economic challenges. In the European Union (EU), financial technology (FinTech) solutions are considered critical for managing household finance, but their role in enhancing financial capability is ambiguous. Herein, we measure financial capability in the EU and investigate the effect of FinTech using three waves of panel data from Global Findex (2014, 2017, and 2021) and Eurostat Databases. According to the analyses, EU countries vary greatly in terms of FinTech and financial capability, with countries in the Union's north scoring remarkably high. Results emphasize a considerable effect of FinTech on financial capability and highlight an increase in the latter when the Human Development Index increases. Practical guidelines for measuring financial capability are also presented to assist countries that require additional efforts to effectively address financial capability challenges.

Suggested Citation

  • Nourallah, Mustafa & Öhman, Peter & Hamati, Samer, 2024. "Financial technology and financial capability: Study of the European Union," Global Finance Journal, Elsevier, vol. 62(C).
  • Handle: RePEc:eee:glofin:v:62:y:2024:i:c:s1044028324000802
    DOI: 10.1016/j.gfj.2024.101008
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    as
    1. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
    2. Caner, Mehmet & Hansen, Bruce E., 2004. "Instrumental Variable Estimation Of A Threshold Model," Econometric Theory, Cambridge University Press, vol. 20(5), pages 813-843, October.
    3. Mais Sha'ban & Claudia Girardone & Anna Sarkisyan, 2020. "Cross-country variation in financial inclusion: a global perspective," The European Journal of Finance, Taylor & Francis Journals, vol. 26(4-5), pages 319-340, March.
    4. Johan Almenberg & Annamaria Lusardi & Jenny Säve‐Söderbergh & Roine Vestman, 2021. "Attitudes towards Debt and Debt Behavior," Scandinavian Journal of Economics, Wiley Blackwell, vol. 123(3), pages 780-809, July.
    5. 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.
    6. Lusardi, Annamaria & Samek, Anya & Kapteyn, Arie & Glinert, Lewis & Hung, Angela & Heinberg, Aileen, 2017. "Visual tools and narratives: new ways to improve financial literacy," Journal of Pension Economics and Finance, Cambridge University Press, vol. 16(3), pages 297-323, July.
    7. Barrafrem, Kinga & Västfjäll, Daniel & Tinghög, Gustav, 2020. "Financial well-being, COVID-19, and the financial better-than-average-effect," Journal of Behavioral and Experimental Finance, Elsevier, vol. 28(C).
    8. Holtz-Eakin, Douglas & Newey, Whitney & Rosen, Harvey S, 1988. "Estimating Vector Autoregressions with Panel Data," Econometrica, Econometric Society, vol. 56(6), pages 1371-1395, November.
    9. J. Michael Collins & Carly Urban, 2020. "Measuring financial well-being over the lifecourse," The European Journal of Finance, Taylor & Francis Journals, vol. 26(4-5), pages 341-359, March.
    10. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    11. Stephen Bond, 2002. "Dynamic panel data models: a guide to microdata methods and practice," CeMMAP working papers 09/02, Institute for Fiscal Studies.
    12. Julie Birkenmaier & David Rothwell & Mary Agar, 2022. "How is Consumer Financial Capability Measured?," Journal of Family and Economic Issues, Springer, vol. 43(4), pages 654-666, December.
    13. Jonathan Zinman, 2015. "Household Debt: Facts, Puzzles, Theories, and Policies," Annual Review of Economics, Annual Reviews, vol. 7(1), pages 251-276, August.
    14. Leora Klapper & Annamaria Lusardi, 2020. "Financial literacy and financial resilience: Evidence from around the world," Financial Management, Financial Management Association International, vol. 49(3), pages 589-614, September.
    15. Martin Browning & Annamaria Lusardi, 1996. "Household Saving: Micro Theories and Micro Facts," Journal of Economic Literature, American Economic Association, vol. 34(4), pages 1797-1855, December.
    16. Jing Jian Xiao & Piotr Bialowolski, 2023. "Consumer Financial Capability and Quality of Life: a Global Perspective," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 18(1), pages 365-391, February.
    17. José Aixalá & Gema Fabro, 2008. "Does The Impact Of Institutional Quality On Economic Growth Depend On Initial Income Level?," Economic Affairs, Wiley Blackwell, vol. 28(3), pages 45-49, September.
    18. Brounen, Dirk & Koedijk, Kees G. & Pownall, Rachel A.J., 2016. "Household financial planning and savings behavior," Journal of International Money and Finance, Elsevier, vol. 69(C), pages 95-107.
    19. Kuvvet, Emre, 2022. "Robinhood investors and corporate misconduct," Global Finance Journal, Elsevier, vol. 54(C).
    20. Abdul Ganiyu Iddrisu & Bei Chen, 2022. "Economic growth through digitalization in Africa: does financial sector development play a mediating role?," International Journal of Emerging Markets, Emerald Group Publishing Limited, vol. 19(10), pages 3111-3138, December.
    21. 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.
    22. Georgios A. Panos & John O. S. Wilson, 2020. "Financial literacy and responsible finance in the FinTech era: capabilities and challenges," The European Journal of Finance, Taylor & Francis Journals, vol. 26(4-5), pages 297-301, March.
    23. Taylor, Mark P. & Jenkins, Stephen P. & Sacker, Amanda, 2011. "Financial capability and psychological health," Journal of Economic Psychology, Elsevier, vol. 32(5), pages 710-723.
    24. Josephine Ofosu‐Mensah Ababio & Edward Attah‐Botchwey & Eric Osei‐Assibey & Charles Barnor, 2021. "Financial inclusion and human development in frontier countries," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(1), pages 42-59, January.
    25. Acar, Sevil & Dogruel, Fatma, 2012. "Sources of inequality in selected MENA countries," Structural Change and Economic Dynamics, Elsevier, vol. 23(3), pages 276-285.
    26. Zhang, Yujin & Ye, Shujun & Liu, Jie & Du, Lihong, 2023. "Impact of the development of FinTech by commercial banks on bank credit risk," Finance Research Letters, Elsevier, vol. 55(PA).
    27. Declan French & Donal McKillop & Elaine Stewart, 2020. "The effectiveness of smartphone apps in improving financial capability," The European Journal of Finance, Taylor & Francis Journals, vol. 26(4-5), pages 302-318, March.
    28. Francesco D'Acunto & Alberto G. Rossi, 2023. "Robo-Advice: Transforming Households into Rational Economic Agents," Annual Review of Financial Economics, Annual Reviews, vol. 15(1), pages 543-563, November.
    29. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    30. Todd Keister & Daniel Sanches, 2023. "Should Central Banks Issue Digital Currency?," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 90(1), pages 404-431.
    31. Brüggen, Elisabeth C. & Hogreve, Jens & Holmlund, Maria & Kabadayi, Sertan & Löfgren, Martin, 2017. "Financial well-being: A conceptualization and research agenda," Journal of Business Research, Elsevier, vol. 79(C), pages 228-237.
    32. Angeles Sánchez & María J. Ruiz-Martos, 2018. "Europe 2020 Strategy and Citizens’ Life Satisfaction," Journal of Happiness Studies, Springer, vol. 19(8), pages 2315-2338, December.
    33. Amartya Sen, 2005. "Human Rights and Capabilities," Journal of Human Development and Capabilities, Taylor & Francis Journals, vol. 6(2), pages 151-166.
    34. Ayse Demir & Vanesa Pesqué-Cela & Yener Altunbas & Victor Murinde, 2022. "Fintech, financial inclusion and income inequality: a quantile regression approach," The European Journal of Finance, Taylor & Francis Journals, vol. 28(1), pages 86-107, January.
    35. Stephen R. Bond, 2002. "Dynamic panel data models: a guide to micro data methods and practice," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 1(2), pages 141-162, August.
    36. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    37. Rainer Alt & Roman Beck & Martin T. Smits, 2018. "FinTech and the transformation of the financial industry," Electronic Markets, Springer;IIM University of St. Gallen, vol. 28(3), pages 235-243, August.
    38. Justine S. Hastings & Brigitte C. Madrian & William L. Skimmyhorn, 2013. "Financial Literacy, Financial Education, and Economic Outcomes," Annual Review of Economics, Annual Reviews, vol. 5(1), pages 347-373, May.
    39. Zeqiraj, Veton & Sohag, Kazi & Hammoudeh, Shawkat, 2022. "Financial inclusion in developing countries: Do quality institutions matter?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 81(C).
    40. Adele Atkinson & Stephen McKay & Sharon Collard & Elaine Kempson, 2007. "Levels of Financial Capability in the UK," Public Money & Management, Taylor & Francis Journals, vol. 27(1), pages 29-36, February.
    41. Julie Birkenmaier & Brandy Maynard & Youngmi Kim, 2022. "Interventions designed to improve financial capability: A systematic review," Campbell Systematic Reviews, John Wiley & Sons, vol. 18(1), March.
    42. Dean Karlan & Margaret McConnell & Sendhil Mullainathan & Jonathan Zinman, 2016. "Getting to the Top of Mind: How Reminders Increase Saving," Management Science, INFORMS, vol. 62(12), pages 3393-3411, December.
    43. Giorgio Nuzzo & Stefano Piermattei, 2020. "Discussing Measures of Financial Inclusion for the Main Euro Area Countries," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 148(3), pages 765-786, April.
    44. Lee, Chien-Chiang & Ni, Wenjie & Zhang, Xiaoming, 2023. "FinTech development and commercial bank efficiency in China," Global Finance Journal, Elsevier, vol. 57(C).
    45. Chortareas, Georgios E. & Girardone, Claudia & Ventouri, Alexia, 2013. "Financial freedom and bank efficiency: Evidence from the European Union," Journal of Banking & Finance, Elsevier, vol. 37(4), pages 1223-1231.
    46. Jing Jian Xiao & Chunsheng Tao, 2020. "Consumer finance/household finance: the definition and scope," China Finance Review International, Emerald Group Publishing Limited, vol. 11(1), pages 1-25, June.
    47. Gao, Yanyan & Zang, Leizhen & Sun, Jun, 2018. "Does computer penetration increase farmers’ income? An empirical study from China," Telecommunications Policy, Elsevier, vol. 42(5), pages 345-360.
    48. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    49. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    50. Windmeijer, Frank, 2005. "A finite sample correction for the variance of linear efficient two-step GMM estimators," Journal of Econometrics, Elsevier, vol. 126(1), pages 25-51, May.
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    More about this item

    Keywords

    Financial capability; Financial technology; Financial well-being; Personal finance; European Union; JEL: D14; G51; G53; O52;
    All these keywords.

    JEL classification:

    • D14 - Microeconomics - - Household Behavior - - - Household Saving; Personal Finance
    • G51 - Financial Economics - - Household Finance - - - Household Savings, Borrowing, Debt, and Wealth
    • G53 - Financial Economics - - Household Finance - - - Financial Literacy
    • O52 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Europe

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