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ICT diffusion and financial development: Comparing high, middle, and low-income countries

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  • Ying Li
  • XiaoGuang Li
  • Haseeb Ahmad

Abstract

Given the importance of ICT diffusion in the development of the financial sector, this analysis is an effort to analyze the transmission channels between the two in high-income and middle and low-income economies over 2001–2019. We have used three variables, including the ICT index, individuals using the internet, and mobile subscribers, to represent ICT and three indices, including the financial development index, financial institution index, and financial market index, to make our results reliable and robust. We utilized a GMM method for conducting the empirical analysis. Generally, our results imply that ICT diffusion positively impacts financial development in high-income economies and negatively impacts middle and low-income economies. Our findings suggest that middle- and low-income-economy policymakers should follow the footprint of the high-income economies and increase the role of ICT in the financial sector for its development.

Suggested Citation

  • Ying Li & XiaoGuang Li & Haseeb Ahmad, 2024. "ICT diffusion and financial development: Comparing high, middle, and low-income countries," PLOS ONE, Public Library of Science, vol. 19(5), pages 1-17, May.
  • Handle: RePEc:plo:pone00:0295183
    DOI: 10.1371/journal.pone.0295183
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    References listed on IDEAS

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    1. Berger, Allen N. & Mester, Loretta J., 2003. "Explaining the dramatic changes in performance of US banks: technological change, deregulation, and dynamic changes in competition," Journal of Financial Intermediation, Elsevier, vol. 12(1), pages 57-95, January.
    2. Phuc Nguyen, Canh & Dinh Su, Thanh & Doytch, Nadia, 2020. "The drivers of financial development: Global evidence from internet and mobile usage," Information Economics and Policy, Elsevier, vol. 53(C).
    3. Ayesha Afzal & Saba Fazal Firdousi & Ayma Waqar & Minahil Awais, 2022. "The Influence of Internet Penetration on Poverty and Income Inequality," SAGE Open, , vol. 12(3), pages 21582440221, August.
    4. Simplice A. Asongu, 2014. "Knowledge Economy and Financial Sector Competition in African Countries," African Development Review, African Development Bank, vol. 26(2), pages 333-346, June.
    5. José Manuel González Páramo, 2017. "Financial innovation in the digital age: challenges for regulation and supervision," Financial Stability Review, Banco de España, issue Spring.
    6. Cheng, Chih-Yang & Chien, Mei-Se & Lee, Chien-Chiang, 2021. "ICT diffusion, financial development, and economic growth: An international cross-country analysis," Economic Modelling, Elsevier, vol. 94(C), pages 662-671.
    7. Mignamissi, Dieudonné & Djijo T., Audrey J., 2021. "Digital divide and financial development in Africa," Telecommunications Policy, Elsevier, vol. 45(9).
    8. A. G. Zagorchev & G. Vasconcellos & Y. Bae, 2011. "The long-run relation among financial development, technology and GDP: a panel cointegration study," Applied Financial Economics, Taylor & Francis Journals, vol. 21(14), pages 1021-1034.
    9. Ronald Kumar, 2014. "Exploring the role of technology, tourism and financial development: an empirical study of Vietnam," Quality & Quantity: International Journal of Methodology, Springer, vol. 48(5), pages 2881-2898, September.
    10. Ian Domowitz, 2002. "Liquidity, Transaction Costs, and Reintermediation in Electronic Markets," Journal of Financial Services Research, Springer;Western Finance Association, vol. 22(1), pages 141-157, August.
    11. Yan Shen & C. James Hueng & Wenxiu Hu, 2020. "Using digital technology to improve financial inclusion in China," Applied Economics Letters, Taylor & Francis Journals, vol. 27(1), pages 30-34, January.
    12. José Manuel González Páramo, 2017. "Financial innovation in the digital age: challenges for regulation and supervision," Revista de Estabilidad Financiera, Banco de España, issue Primavera.
    13. Franklin Allen & James McAndrews & Philip Strahan, 2002. "E-Finance: An Introduction," Journal of Financial Services Research, Springer;Western Finance Association, vol. 22(1), pages 5-27, August.
    14. Awais, Minahil & Afzal, Ayesha & Firdousi, Saba & Hasnaoui, Amir, 2023. "Is fintech the new path to sustainable resource utilisation and economic development?," Resources Policy, Elsevier, vol. 81(C).
    15. Mirza, Nawazish & Umar, Muhammad & Afzal, Ayesha & Firdousi, Saba Fazal, 2023. "The role of fintech in promoting green finance, and profitability: Evidence from the banking sector in the euro zone," Economic Analysis and Policy, Elsevier, vol. 78(C), pages 33-40.
    16. Berger, Allen N. & Mester, Loretta J., 2005. "Erratum to "Explaining the dramatic changes in performance of US banks: Technological change, deregulation, and dynamic changes in competition" [J. Fin. Intermed. 12 (2003) 57-95]," Journal of Financial Intermediation, Elsevier, vol. 14(2), pages 278-279, April.
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    1. Ullah, Saif & Liew, Chee Yoong & Nobanee, Haitham, 2025. "Digital transactions and financial development: The moderating role of global integration across income levels," International Review of Economics & Finance, Elsevier, vol. 98(C).

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