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Transforming personal finance thanks to artificial intelligence: myth or reality?

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  • Edouard Augustin Ribes

    (Mines Paristech, Cerna, Paris, France)

Abstract

Current societal challenges related to retirement planning, healthcare systems’ evolution and environmental changes require households to pay a closer attention to their personal finances. This in turns calls for the associated industry to transform and scale. To do so, the personal finance industry could potentially leverage artificial intelligence tools for which there has been increasing levels of chatter. However, there is, to my knowledge, little consensus on whether or not those tools are appropriate given the challenges ahead. The literature review at the heart of this article first suggests that the stream of personal finance where transformation is more than needed is the one pertaining to investments, rather than the ones associated to loans, insurances or payments. Second, the productivity levers fueling the transformation of this branch are yet more driven, as of today, by simple digitalization notions rather by the usage of A.I. instruments. Over the next couple of years, more attention should thus be paid to use/business cases associated to investment products and the digitalization of their distribution chain.

Suggested Citation

  • Edouard Augustin Ribes, 2023. "Transforming personal finance thanks to artificial intelligence: myth or reality?," Financial Economics Letters, Anser Press, vol. 2(1), pages 11-12, April.
  • Handle: RePEc:bba:j00007:v:2:y:2023:i:1:p:11-12:d:129
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    1. Denis Kessler & Sergio Perelman & Pierre Pestieau, 1993. "Savings Behavior In 17 Oecd Countries," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 39(1), pages 37-49, March.
    2. Goodell, John W. & Kumar, Satish & Lim, Weng Marc & Pattnaik, Debidutta, 2021. "Artificial intelligence and machine learning in finance: Identifying foundations, themes, and research clusters from bibliometric analysis," Journal of Behavioral and Experimental Finance, Elsevier, vol. 32(C).
    3. Luciano Fanti, 2015. "Growth, PAYG pension systems crisis and mandatory age of retirement," Economics Bulletin, AccessEcon, vol. 35(2), pages 1160-1167.
    4. Huggett, Mark & Ventura, Gustavo, 2000. "Understanding why high income households save more than low income households," Journal of Monetary Economics, Elsevier, vol. 45(2), pages 361-397, April.
    5. Bernheim, B Douglas & Shleifer, Andrei & Summers, Lawrence H, 1986. "The Strategic Bequest Motive," Journal of Labor Economics, University of Chicago Press, vol. 4(3), pages 151-182, July.
    6. Dedehayir, Ozgur & Steinert, Martin, 2016. "The hype cycle model: A review and future directions," Technological Forecasting and Social Change, Elsevier, vol. 108(C), pages 28-41.
    7. Guillaume Bazot, 2018. "Financial Consumption and the Cost of Finance: Measuring Financial Efficiency in Europe (1950–2007)," Journal of the European Economic Association, European Economic Association, vol. 16(1), pages 123-160.
    8. Sveinbjörn Blöndal & Stefano Scarpetta, 1999. "The Retirement Decision in OECD Countries," OECD Economics Department Working Papers 202, OECD Publishing.
    9. Lindsay Oldenski, 2014. "Offshoring and the Polarization of the U.S. Labor Market," ILR Review, Cornell University, ILR School, vol. 67(3_suppl), pages 734-761, May.
    10. Luciano Fanti & Luca Gori, 2012. "Fertility and PAYG pensions in the overlapping generations model," Journal of Population Economics, Springer;European Society for Population Economics, vol. 25(3), pages 955-961, July.
    11. Masson, A. & Pestieau, P., 1996. "Bequests motives and models of inheritance: a survey of the literature," DELTA Working Papers 96-20, DELTA (Ecole normale supérieure).
    12. Gencay Tepe & Umut Burak Geyikci & Fatih Mehmet Sancak, 2021. "FinTech Companies: A Bibliometric Analysis," IJFS, MDPI, vol. 10(1), pages 1-17, December.
    13. Edouard Augustin Ribes, 2021. "How does education influence individuals' use of bequests as a long-term care insurance?," Working Papers hal-03498481, HAL.
    14. Edouard Ribes, 2022. "Using classification techniques to accelerate client discovery: a case study for wealth management services," Working Papers hal-03887759, HAL.
    15. Cagetti, Marco, 2003. "Wealth Accumulation over the Life Cycle and Precautionary Savings," Journal of Business & Economic Statistics, American Statistical Association, vol. 21(3), pages 339-353, July.
    16. repec:eme:mfppss:mf-01-2020-0024 is not listed on IDEAS
    17. Stephen Foerster & Juhani T. Linnainmaa & Brian T. Melzer & Alessandro Previtero, 2017. "Retail Financial Advice: Does One Size Fit All?," Journal of Finance, American Finance Association, vol. 72(4), pages 1441-1482, August.
    18. Loretti I. Dobrescu, 2015. "To Love or to Pay: Savings and Health Care in Older Age," Journal of Human Resources, University of Wisconsin Press, vol. 50(1), pages 254-299.
    19. Edouard Ribes, 2022. "What are the financial implications of an ageing population for European citizens?," Working Papers hal-03118783, HAL.
    20. Maarten Goos & Alan Manning & Anna Salomons, 2014. "Explaining Job Polarization: Routine-Biased Technological Change and Offshoring," American Economic Review, American Economic Association, vol. 104(8), pages 2509-2526, August.
    21. Felix Hüfner & Isabell Koske, 2010. "Explaining Household Saving Rates in G7 Countries: Implications for Germany," OECD Economics Department Working Papers 754, OECD Publishing.
    22. Mr. Tim Callen & Mr. Christian Thimann, 1997. "Empirical Determinants of Household Saving: Evidence From OECD Countries," IMF Working Papers 1997/181, International Monetary Fund.
    23. Shorouq Fathi Eletter & Saad Ghaleb Yaseen & Ghaleb Awad Elrefae, 2010. "Neuro-Based Artificial Intelligence Model for Loan Decisions," American Journal of Economics and Business Administration, Science Publications, vol. 2(1), pages 27-34, March.
    24. Baoping Shang & Dana Goldman, 2008. "Does age or life expectancy better predict health care expenditures?," Health Economics, John Wiley & Sons, Ltd., vol. 17(4), pages 487-501, April.
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