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Epidemic Exposure, Financial Technology, and the Digital Divide

Author

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  • Saka, Orkun

    (University of London)

  • Eichengreen, Barry

    (University of California, Berkeley)

  • Aksoy, Cevat Giray

    (European Bank for Reconstruction and Development)

Abstract

We ask whether epidemic exposure leads to a shift in financial technology usage and who participates in this shift. We exploit a dataset combining Gallup World Polls and Global Findex surveys for some 250,000 individuals in 140 countries, merging them with information on the incidence of epidemics and local 3G internet infrastructure. Epidemic exposure is associated with an increase in remote-access (online/mobile) banking and substitution from bank branch-based to ATM activity. The temporary nature of the effects we identify is more consistent with a demand channel rather than that of supply with high initial fixed costs. Exploring heterogeneity using a machine-learning driven approach, we find that young, high-income earners in full-time employment have the greatest tendency to shift to online/mobile transactions in response to epidemics. Baseline effects are larger for individuals with better ex ante 3G signal coverage, highlighting the role of the digital divide in adaption to new technologies necessitated by adverse external shocks.

Suggested Citation

  • Saka, Orkun & Eichengreen, Barry & Aksoy, Cevat Giray, 2022. "Epidemic Exposure, Financial Technology, and the Digital Divide," IZA Discussion Papers 15200, Institute of Labor Economics (IZA).
    • Handle: RePEc:iza:izadps:dp15200
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    1. Anderson, Michael L., 2008. "Multiple Inference and Gender Differences in the Effects of Early Intervention: A Reevaluation of the Abecedarian, Perry Preschool, and Early Training Projects," Journal of the American Statistical Association, American Statistical Association, vol. 103(484), pages 1481-1495.
    2. Emily Oster, 2019. "Unobservable Selection and Coefficient Stability: Theory and Evidence," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 37(2), pages 187-204, April.
    3. Alberto Alesina & Paola Giuliano & Nathan Nunn, 2011. "Fertility and the Plough," American Economic Review, American Economic Association, vol. 101(3), pages 499-503, May.
    4. Jasper Grashuis & Theodoros Skevas & Michelle S. Segovia, 2020. "Grocery Shopping Preferences during the COVID-19 Pandemic," Sustainability, MDPI, vol. 12(13), pages 1-10, July.
    5. Asli Demirguc-Kunt & Leora Klapper, 2013. "Measuring Financial Inclusion: Explaining Variation in Use of Financial Services across and within Countries," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 46(1 (Spring), pages 279-340.
    6. Clément de Chaisemartin & Xavier D'Haultfœuille, 2020. "Two-Way Fixed Effects Estimators with Heterogeneous Treatment Effects," American Economic Review, American Economic Association, vol. 110(9), pages 2964-2996, September.
    7. Isil Erel & Jack Liebersohn, 2020. "Does FinTech Substitute for Banks? Evidence from the Paycheck Protection Program," NBER Working Papers 27659, National Bureau of Economic Research, Inc.
    8. Chen, S. & Doerr, S. & Frost, J. & Gambacorta, L. & Shin, H.S., 2023. "The fintech gender gap," Journal of Financial Intermediation, Elsevier, vol. 54(C).
    9. Leora Friedberg, 2003. "The Impact of Technological Change on Older Workers: Evidence from Data on Computer Use," ILR Review, Cornell University, ILR School, vol. 56(3), pages 511-529, April.
    10. Michael Callen & Suresh de Mel & Craig McIntosh & Christopher Woodruff, 2019. "What Are the Headwaters of Formal Savings? Experimental Evidence from Sri Lanka," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(6), pages 2491-2529.
    11. Ozgur Dedehayir & Roland J. Ortt & Carla Riverola & Francesc Miralles, 2017. "Innovators And Early Adopters In The Diffusion Of Innovations: A Literature Review," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 21(08), pages 1-27, December.
    12. Angelo D'Andrea & Nicola Limodio, 2019. "High-Speed Internet, Financial Technology and Banking in Africa," BAFFI CAREFIN Working Papers 19124, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
    13. Lesley Chiou & Catherine Tucker, 2020. "Social Distancing, Internet Access and Inequality," NBER Working Papers 26982, National Bureau of Economic Research, Inc.
    14. William Jack & Tavneet Suri, 2014. "Risk Sharing and Transactions Costs: Evidence from Kenya's Mobile Money Revolution," American Economic Review, American Economic Association, vol. 104(1), pages 183-223, January.
    15. Jean N. Lee & Jonathan Morduch & Saravana Ravindran & Abu Shonchoy & Hassan Zaman, 2021. "Poverty and Migration in the Digital Age: Experimental Evidence on Mobile Banking in Bangladesh," American Economic Journal: Applied Economics, American Economic Association, vol. 13(1), pages 38-71, January.
    16. Fu, Jonathan & Mishra, Mrinal, 2022. "Fintech in the time of COVID−19: Technological adoption during crises," Journal of Financial Intermediation, Elsevier, vol. 50(C).
    17. De Marco, Filippo & Core, Fabrizio, 2021. "Information Technology and Credit: Evidence from Public Guarantees," CEPR Discussion Papers 15799, C.E.P.R. Discussion Papers.
    18. Pierre Bachas & Paul Gertler & Sean Higgins & Enrique Seira, 2018. "Digital Financial Services Go a Long Way: Transaction Costs and Financial Inclusion," AEA Papers and Proceedings, American Economic Association, vol. 108, pages 444-448, May.
    19. Karthik Muralidharan & Paul Niehaus & Sandip Sukhtankar, 2016. "Building State Capacity: Evidence from Biometric Smartcards in India," American Economic Review, American Economic Association, vol. 106(10), pages 2895-2929, October.
    20. Leora Klapper, 2023. "How digital payments can benefit entrepreneurs," IZA World of Labor, Institute of Labor Economics (IZA), pages 396-396, April.
    21. Asli Demirguc-Kunt & Leora Klapper, 2013. "Measuring Financial Inclusion: Explaining Variation in Use of Financial Services across and within Countries," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 44(1 (Spring), pages 279-340.
    22. Qing Guo & Siyu Chen & Xiangquan Zeng, 2021. "Does Fintech Narrow the Gender Wage Gap? Evidence from China," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 29(4), pages 142-166, July.
    23. Erel, Isil & Liebersohn, Jack, 2020. "Does FinTech Substitute for Banks? Evidence from the Paycheck Protection Program," Working Paper Series 2020-16, Ohio State University, Charles A. Dice Center for Research in Financial Economics.
    24. Emily Breza & Martin Kanz & Leora F. Klapper, 2020. "Learning to Navigate a New Financial Technology: Evidence from Payroll Accounts," NBER Working Papers 28249, National Bureau of Economic Research, Inc.
    25. Nicholas Bloom & Steven J. Davis & Yulia Zhestkova, 2021. "COVID-19 Shifted Patent Applications toward Technologies That Support Working from Home," AEA Papers and Proceedings, American Economic Association, vol. 111, pages 263-266, May.
    26. Jenny C. Aker & Rachid Boumnijel & Amanda McClelland & Niall Tierney, 2016. "Payment Mechanisms and Antipoverty Programs: Evidence from a Mobile Money Cash Transfer Experiment in Niger," Economic Development and Cultural Change, University of Chicago Press, vol. 65(1), pages 1-37.
    27. Callen, Michael & De Mel, Suresh & McIntosh, Craig & Woodruff, Christopher, 2019. "What are the headwaters of formal savings? Experimental evidence from Sri Lanka," LSE Research Online Documents on Economics 103022, London School of Economics and Political Science, LSE Library.
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    Cited by:

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    3. Mariani, Lucas A. & Haas Ornelas, José Renato & Ricca, Bernardo, 2023. "Banks’ Physical Footprint and Financial Technology Adoption," IDB Publications (Working Papers) 12812, Inter-American Development Bank.
    4. Silva, Thiago Christiano & de Souza, Sergio Rubens Stancato & Guerra, Solange Maria & Tabak, Benjamin Miranda, 2023. "COVID-19 and bank branch lending: The moderating effect of digitalization," Journal of Banking & Finance, Elsevier, vol. 152(C).
    5. Apeti, Ablam Estel & Bambe, Bao-We-Wal & Combes, Jean-Louis & Edoh, Eyah Denise, 2024. "Original sin: Fiscal rules and government debt in foreign currency in developing countries," Journal of Macroeconomics, Elsevier, vol. 80(C).
    6. Ablam Estel Apeti & Jean-Louis Combes & Eyah Denise Edoh, 2023. "Entrepreneurship in developing countries: can mobile money play a role?," Working Papers hal-04081304, HAL.
    7. Raphael Auer & Giulio Cornelli & Jon Frost, 2022. "The pandemic, cash and retail payment behaviour: insights from the future of payments database," BIS Working Papers 1055, Bank for International Settlements.
    8. Ablam Estel Apeti & Kwamivi Mawuli Gomado, 2024. "International monetary fund conditionality and structural reforms: Evidence from developing countries," Post-Print hal-04723871, HAL.
    9. Carbó-Valverde, Santiago & Cuadros-Solas, Pedro J. & Rodríguez-Fernández, Francisco & Sánchez-Béjar, José Juan, 2023. "Mobility restrictions and payment choices: The case of the Covid-19 pandemic," Journal of Behavioral and Experimental Finance, Elsevier, vol. 40(C).

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    More about this item

    Keywords

    epidemics; fintech; banking;
    All these keywords.

    JEL classification:

    • G20 - Financial Economics - - Financial Institutions and Services - - - General
    • G59 - Financial Economics - - Household Finance - - - Other
    • I10 - Health, Education, and Welfare - - Health - - - General

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