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Financial inclusion, digital technology, and economic growth: Further evidence

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  • Mohd Daud, Siti Nurazira
  • Ahmad, Abd Halim
  • Trinugroho, Irwan

Abstract

This paper examines the effects of financial inclusion and digital technology on economic growth. We also investigate the possibility of using digital technology to improve financial inclusion overall and bridge the financial inclusion gender gap. Through dynamic panel data estimation for 84 countries from 2011 to 2017, we find evidence that digital technology would complement the effect of financial inclusion on economic growth through increased usage of financial services as well as bridging the financial inclusion and gender gap. The empirical results are robust to the inclusion of various control variables and changes in specification.

Suggested Citation

  • Mohd Daud, Siti Nurazira & Ahmad, Abd Halim & Trinugroho, Irwan, 2024. "Financial inclusion, digital technology, and economic growth: Further evidence," Research in International Business and Finance, Elsevier, vol. 70(PB).
    • Handle: RePEc:eee:riibaf:v:70:y:2024:i:pb:s0275531924001545
    DOI: 10.1016/j.ribaf.2024.102361
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    1. Segal, Gill & Shaliastovich, Ivan & Yaron, Amir, 2015. "Good and bad uncertainty: Macroeconomic and financial market implications," Journal of Financial Economics, Elsevier, vol. 117(2), pages 369-397.
    2. Fungáčová, Zuzana & Weill, Laurent, 2015. "Understanding financial inclusion in China," China Economic Review, Elsevier, vol. 34(C), pages 196-206.
    3. Madestam, Andreas, 2014. "Informal finance: A theory of moneylenders," Journal of Development Economics, Elsevier, vol. 107(C), pages 157-174.
    4. Allen, Franklin & Demirguc-Kunt, Asli & Klapper, Leora & Martinez Peria, Maria Soledad, 2016. "The foundations of financial inclusion: Understanding ownership and use of formal accounts," Journal of Financial Intermediation, Elsevier, vol. 27(C), pages 1-30.
    5. Aaron Mehrotra & James Yetman, 2015. "Financial inclusion - issues for central banks," BIS Quarterly Review, Bank for International Settlements, March.
    6. Arusha Cooray & Friedrich Schneider, 2018. "Does corruption throw sand into or grease the wheels of financial sector development?," Public Choice, Springer, vol. 177(1), pages 111-133, October.
    7. Muhammad Asif Khan & Dongmin Kong & Junyi Xiang & Jian Zhang, 2020. "Impact of Institutional Quality on Financial Development: Cross-Country Evidence based on Emerging and Growth-Leading Economies," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(15), pages 3829-3845, December.
    8. 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.
    9. Oded Galor & Joseph Zeira, 1993. "Income Distribution and Macroeconomics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(1), pages 35-52.
    10. Miriam Bruhn & Inessa Love, 2014. "The Real Impact of Improved Access to Finance: Evidence from Mexico," Journal of Finance, American Finance Association, vol. 69(3), pages 1347-1376, June.
    11. Weidong Chen & Xiaohui Yuan, 2021. "Financial inclusion in China: an overview," Frontiers of Business Research in China, Springer, vol. 15(1), pages 1-21, December.
    12. Anwar, Sajid & Cooray, Arusha, 2012. "Financial development, political rights, civil liberties and economic growth: Evidence from South Asia," Economic Modelling, Elsevier, vol. 29(3), pages 974-981.
    13. Liang, Qi & Teng, Jian-Zhou, 2006. "Financial development and economic growth: Evidence from China," China Economic Review, Elsevier, vol. 17(4), pages 395-411.
    14. Neaime, Simon & Gaysset, Isabelle, 2018. "Financial inclusion and stability in MENA: Evidence from poverty and inequality," Finance Research Letters, Elsevier, vol. 24(C), pages 230-237.
    15. Mr. Kangni R Kpodar & Mihasonirina Andrianaivo, 2011. "ICT, Financial Inclusion, and Growth: Evidence from African Countries," IMF Working Papers 2011/073, International Monetary Fund.
    16. Barth, James R. & Caprio, Gerard Jr. & Levine, Ross, 2004. "Bank regulation and supervision: what works best?," Journal of Financial Intermediation, Elsevier, vol. 13(2), pages 205-248, April.
    17. Bernanke, Ben & Gertler, Mark, 1989. "Agency Costs, Net Worth, and Business Fluctuations," American Economic Review, American Economic Association, vol. 79(1), pages 14-31, March.
    18. Esther Duflo, 2012. "Women Empowerment and Economic Development," Journal of Economic Literature, American Economic Association, vol. 50(4), pages 1051-1079, December.
    19. Law, Siong Hook & Azman-Saini, W.N.W. & Ibrahim, Mansor H., 2013. "Institutional quality thresholds and the finance – Growth nexus," Journal of Banking & Finance, Elsevier, vol. 37(12), pages 5373-5381.
    20. Honohan, Patrick, 2008. "Cross-country variation in household access to financial services," Journal of Banking & Finance, Elsevier, vol. 32(11), pages 2493-2500, November.
    21. Adolfo Barajas & Ralph Chami & Seyed Reza Yousefi, 2016. "The Finance and Growth Nexus Re-Examined: Do All Countries Benefit Equally?," Journal of Banking and Financial Economics, University of Warsaw, Faculty of Management, vol. 1(5), pages 5-38, June.
    22. Law, Siong Hook & Singh, Nirvikar, 2014. "Does too much finance harm economic growth?," Journal of Banking & Finance, Elsevier, vol. 41(C), pages 36-44.
    23. Pradhan, Rudra P. & Arvin, Mak B. & Nair, Mahendhiran S. & Hall, John H. & Bennett, Sara E., 2021. "Sustainable economic development in India: The dynamics between financial inclusion, ICT development, and economic growth," Technological Forecasting and Social Change, Elsevier, vol. 169(C).
    24. Levine, Ross, 2005. "Finance and Growth: Theory and Evidence," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 12, pages 865-934, Elsevier.
    25. Minea, Alexandru & Villieu, Patrick, 2010. "Financial development, institutional quality and maximizing-growth trade-off in government finance," Economic Modelling, Elsevier, vol. 27(1), pages 324-335, January.
    26. Slesman, Ly & Baharumshah, Ahmad Zubaidi & Azman-Saini, W.N.W., 2019. "Political institutions and finance-growth nexus in emerging markets and developing countries: A tale of one threshold," The Quarterly Review of Economics and Finance, Elsevier, vol. 72(C), pages 80-100.
    27. Stephen Bond & Anke Hoeffler & Jonathan Temple, 2001. "GMM Estimation of Empirical Growth Models," Economics Papers 2001-W21, Economics Group, Nuffield College, University of Oxford.
    28. Ongo Nkoa, Bruno Emmanuel & Song, Jacques Simon, 2020. "Does institutional quality affect financial inclusion in Africa? A panel data analysis," Economic Systems, Elsevier, vol. 44(4).
    29. Sudhanshu Handa & Benjamin Davis, 2006. "The Experience of Conditional Cash Transfers in Latin America and the Caribbean," Working Papers 06-07, Agricultural and Development Economics Division of the Food and Agriculture Organization of the United Nations (FAO - ESA).
    30. Mustafa Caglayan & Omar S. Dahi & Firat Demir, 2013. "Trade Flows, Exchange Rate Uncertainty, and Financial Depth: Evidence from 28 Emerging Countries," Southern Economic Journal, John Wiley & Sons, vol. 79(4), pages 905-927, April.
    31. 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.
    32. World Bank, 2015. "Women, Business and the Law 2016: Getting to Equal," Working Papers id:7449, eSocialSciences.
    33. Stephanie Kremer & Alexander Bick & Dieter Nautz, 2013. "Inflation and growth: new evidence from a dynamic panel threshold analysis," Empirical Economics, Springer, vol. 44(2), pages 861-878, April.
    34. Raddatz, Claudio, 2006. "Liquidity needs and vulnerability to financial underdevelopment," Journal of Financial Economics, Elsevier, vol. 80(3), pages 677-722, June.
    35. Ms. Era Dabla-Norris & Yan Ji & Robert M. Townsend & Ms. Filiz D Unsal, 2015. "Identifying Constraints to Financial Inclusion and Their Impact on GDP and Inequality: A Structural Framework for Policy," IMF Working Papers 2015/022, International Monetary Fund.
    36. Dinabandhu Sethi & Debashis Acharya, 2018. "Financial inclusion and economic growth linkage: some cross country evidence," Journal of Financial Economic Policy, Emerald Group Publishing Limited, vol. 10(3), pages 369-385, June.
    37. Khalid, Usman & Shafiullah, Muhammad, 2021. "Financial development and governance: A panel data analysis incorporating cross-sectional dependence," Economic Systems, Elsevier, vol. 45(2).
    38. Swamy, Vighneswara, 2014. "Financial Inclusion, Gender Dimension, and Economic Impact on Poor Households," World Development, Elsevier, vol. 56(C), pages 1-15.
    39. Boukhatem, Jamel, 2016. "Assessing the direct effect of financial development on poverty reduction in a panel of low- and middle-income countries," Research in International Business and Finance, Elsevier, vol. 37(C), pages 214-230.
    40. Mustafa Caglayan & Omar S. Dahi & Firat Demir, 2013. "EsTrade Flows, Exchange Rate Uncertainty, and Financial Depth: Evidence from 28 Emerging Countries," Southern Economic Journal, John Wiley & Sons, vol. 79(4), pages 905-927, April.
    41. Claessens, Stijn & Perotti, Enrico, 2007. "Finance and inequality: Channels and evidence," Journal of Comparative Economics, Elsevier, vol. 35(4), pages 748-773, December.
    42. Aggarwal, Raj & Goodell, John W., 2010. "Financial markets versus institutions in European countries: Influence of culture and other national characteristics," International Business Review, Elsevier, vol. 19(5), pages 502-520, October.
    43. 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.
    44. Rudra P. Pradhan & Mak B. Arvin & Neville R. Norman & Sara E. Bennett, 2016. "Financial depth, internet penetration rates and economic growth: country-panel evidence," Applied Economics, Taylor & Francis Journals, vol. 48(4), pages 331-343, January.
    45. 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.
    46. Michael Graff, 2003. "Financial Development and Economic Growth in Corporatist and Liberal Market Economies," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 39(2), pages 47-69, March.
    47. Ratna Sahay & Martin Cihak & Papa M N'Diaye & Adolfo Barajas & Srobona Mitra & Annette J Kyobe & Yen N Mooi & Seyed Reza Yousefi, 2015. "Financial Inclusion; Can it Meet Multiple Macroeconomic Goals?," IMF Staff Discussion Notes 15/17, International Monetary Fund.
    48. Beck, Roland & Georgiadis, Georgios & Straub, Roland, 2014. "The finance and growth nexus revisited," Economics Letters, Elsevier, vol. 124(3), pages 382-385.
    49. Cyn-Young Park & Rogelio Mercado, 2018. "Financial Inclusion, Poverty, And Income Inequality," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 63(01), pages 185-206, March.
    50. Philippe Aghion & Patrick Bolton, 1997. "A Theory of Trickle-Down Growth and Development," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(2), pages 151-172.
    51. Farkhanda Shamim, 2007. "The ICT environment, financial sector and economic growth: a cross‐country analysis," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 34(4), pages 352-370, September.
    52. 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.
    53. Stephen Bond & Anke Hoeffler, 2001. "GMM Estimation of Empirical Growth Models," Economics Series Working Papers 2001-W21, University of Oxford, Department of Economics.
    54. Olga Morawczynski & Mark Pickens, 2009. "Poor People Using Mobile Financial Services : Observations on Customer Usage and Impact from M-PESA," World Bank Publications - Reports 9492, The World Bank Group.
    55. Robert G. King & Ross Levine, 1993. "Finance and Growth: Schumpeter Might Be Right," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 717-737.
    56. Ms. Ratna Sahay & Mr. Martin Cihak & Mr. Papa M N'Diaye & Mr. Adolfo Barajas & Ms. Srobona Mitra & Ms. Annette J Kyobe & Yen N Mooi & Mr. Seyed Reza Yousefi, 2015. "Financial Inclusion: Can it Meet Multiple Macroeconomic Goals?," IMF Staff Discussion Notes 2015/017, International Monetary Fund.
    57. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    58. Siong Law & W. Azman-Saini, 2012. "Institutional quality, governance, and financial development," Economics of Governance, Springer, vol. 13(3), pages 217-236, September.
    59. Pascaline Dupas & Jonathan Robinson, 2013. "Why Don't the Poor Save More? Evidence from Health Savings Experiments," American Economic Review, American Economic Association, vol. 103(4), pages 1138-1171, June.
    60. repec:bla:devpol:v:24:y:2006:i:5:p:513-536 is not listed on IDEAS
    61. Benhabib, Jess & Spiegel, Mark M, 2000. "The Role of Financial Development in Growth and Investment," Journal of Economic Growth, Springer, vol. 5(4), pages 341-360, December.
    62. Christopoulos, Dimitris K. & Tsionas, Efthymios G., 2004. "Financial development and economic growth: evidence from panel unit root and cointegration tests," Journal of Development Economics, Elsevier, vol. 73(1), pages 55-74, February.
    63. Sanjaya Kumar Lenka & Ruchi Sharma, 2017. "Does Financial Inclusion Spur Economic Growth in India?," Journal of Developing Areas, Tennessee State University, College of Business, vol. 51(3), pages 215-228, July-Sept.
    64. Sylviane GUILLAUMONT JEANNENEY & PING HUA & ZHICHENG LIANG, 2006. "Financial Development, Economic Efficiency, And Productivity Growth: Evidence From China," The Developing Economies, Institute of Developing Economies, vol. 44(1), pages 27-52, March.
    65. Thorsten Beck & Asli Demirgüç-Kunt & Ross Levine, 2007. "Finance, inequality and the poor," Journal of Economic Growth, Springer, vol. 12(1), pages 27-49, March.
    66. Demirguc-Kunt,Asli & Klapper,Leora & Singer,Dorothe, 2017. "Financial inclusion and inclusive growth : a review of recent empirical evidence," Policy Research Working Paper Series 8040, The World Bank.
    67. Kabakova, Oksana & Plaksenkov, Evgeny, 2018. "Analysis of factors affecting financial inclusion: Ecosystem view," Journal of Business Research, Elsevier, vol. 89(C), pages 198-205.
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