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The role of ICT diffusion and institutional quality on financial inclusion in Asian region: empirical analysis using panel quantile regression

Author

Listed:
  • Samia Nasreen

    (Lahore College for Women University)

  • Faryal Ishtiaq

    (Government of the Punjab)

  • Aviral Kumar Tiwari

    (Indian Institute of Management Bodh Gaya)

Abstract

The diffusion of information and communication technology (ICT) has transformed the financial sector. Nowadays, ICT applications are widely used in the banking sector. Moreover, institutional quality contributes positively to the integrity of financial institutions. However, in the empirical literature, little evidence is provided about the role of ICT and institutional quality in increasing financial inclusion, especially in Asian countries. Therefore, the present research aims to fill this gap in the literature by examining the impact of ICT diffusion and institutional quality on financial inclusion in 22 Asian economies using annual data covering the period from 2004 to 2020. We have applied an innovative panel quantile regression model introduced by Powell (Quantile Treat Eff 1(28), 2016) for empirical analysis. The empirical findings show the significant effect of ICT diffusion and institutional quality on aggregated and disaggregated measures of financial inclusion, thus, confirming the importance of ICT diffusion and institutional quality in promoting financial inclusion as well as penetration, accessibility and usage of financial services in the Asian region. Furthermore, GDP per capita, urbanization and remittances are found to significantly determine financial inclusion in developing Asian countries. From the policy perspective, it is suggested that policies that enhance financial inclusion by promoting digital finance and strengthening the country’s institutions should be formulated.

Suggested Citation

  • Samia Nasreen & Faryal Ishtiaq & Aviral Kumar Tiwari, 2025. "The role of ICT diffusion and institutional quality on financial inclusion in Asian region: empirical analysis using panel quantile regression," Electronic Commerce Research, Springer, vol. 25(3), pages 1685-1752, June.
  • Handle: RePEc:spr:elcore:v:25:y:2025:i:3:d:10.1007_s10660-023-09727-z
    DOI: 10.1007/s10660-023-09727-z
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    References listed on IDEAS

    as
    1. Madestam, Andreas, 2014. "Informal finance: A theory of moneylenders," Journal of Development Economics, Elsevier, vol. 107(C), pages 157-174.
    2. Onyinye I. Anthony-Orji & Anthony Orji & Jonathan E. Ogbuabor & Emmanuel O. Nwosu, 2019. "Do financial stability and institutional quality have impact on financial inclusion in developing economies? A new evidence from Nigeria," International Journal of Sustainable Economy, Inderscience Enterprises Ltd, vol. 11(1), pages 18-40.
    3. 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.
    4. Peterson K. Ozili, 2018. "Impact of digital finance on financial inclusion and stability," Borsa Istanbul Review, Research and Business Development Department, Borsa Istanbul, vol. 18(4), pages 329-340, December.
    5. Muriu, Peter W., 2020. "Role of Institutional Quality in Promoting Financial Inclusion," Working Papers eeaa4530-b032-4838-968b-d, African Economic Research Consortium.
    6. Nitin Kumar, 2013. "Financial inclusion and its determinants: evidence from India," Journal of Financial Economic Policy, Emerald Group Publishing, vol. 5(1), pages 4-19, February.
    7. Sassi, Seifallah & Goaied, Mohamed, 2013. "Financial development, ICT diffusion and economic growth: Lessons from MENA region," Telecommunications Policy, Elsevier, vol. 37(4), pages 252-261.
    8. Ivan A. Canay, 2011. "A simple approach to quantile regression for panel data," Econometrics Journal, Royal Economic Society, vol. 14(3), pages 368-386, October.
    9. Koenker, Roger, 2004. "Quantile regression for longitudinal data," Journal of Multivariate Analysis, Elsevier, vol. 91(1), pages 74-89, October.
    10. Beck, Thorsten & Demirguc-Kunt, Asli & Levine, Ross, 2003. "Law, endowments, and finance," Journal of Financial Economics, Elsevier, vol. 70(2), pages 137-181, November.
    11. Emara, Noha & El Said, Ayah, 2021. "Financial inclusion and economic growth: The role of governance in selected MENA countries," International Review of Economics & Finance, Elsevier, vol. 75(C), pages 34-54.
    12. Chon-Kyun Kim, 2014. "Anti-Corruption Initiatives and E-Government: A Cross-National Study," Public Organization Review, Springer, vol. 14(3), pages 385-396, September.
    13. Nitin Kumar, 2013. "Financial inclusion and its determinants: evidence from India," Journal of Financial Economic Policy, Emerald Group Publishing Limited, vol. 5(1), pages 4-19, April.
    14. Beck, Thorsten & Pamuk, Haki & Ramrattan, Ravindra & Uras, Burak R., 2018. "Payment instruments, finance and development," Journal of Development Economics, Elsevier, vol. 133(C), pages 162-186.
    15. Tarek Eldomiaty & Rasha Hammam & Rawan El Bakry, 2020. "Institutional determinants of financial inclusion: evidence from world economies," International Journal of Development Issues, Emerald Group Publishing Limited, vol. 19(2), pages 217-228, April.
    16. Sassi, Seifallah & Ben Ali, Mohamed Sami, 2017. "Corruption in Africa: What role does ICT diffusion play," Telecommunications Policy, Elsevier, vol. 41(7), pages 662-669.
    17. G. Olanrewaju & S. Tella & B. Adesoye, 2019. "Institutional Quality, Financial Inclusion and Inclusive Growth: Causality Evidence from Nigeria," Economic and Financial Review, Central Bank of Nigeria, vol. 57(3), September.
    18. Maëlle Della Peruta, 2018. "Adoption of mobile money and financial inclusion: a macroeconomic approach through cluster analysis," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 27(2), pages 154-173, February.
    19. Khoi, Phan Dinh & Gan, Christopher & Nartea, Gilbert V. & Cohen, David A., 2013. "Formal and informal rural credit in the Mekong River Delta of Vietnam: Interaction and accessibility," Journal of Asian Economics, Elsevier, vol. 26(C), pages 1-13.
    20. Xu, Xiaoyan, 2020. "Trust and financial inclusion: A cross-country study," Finance Research Letters, Elsevier, vol. 35(C).
    21. Daron Acemoglu & Simon Johnson & James A. Robinson, 2012. "The Colonial Origins of Comparative Development: An Empirical Investigation: Reply," American Economic Review, American Economic Association, vol. 102(6), pages 3077-3110, October.
    22. 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.
    23. Ozili, Peterson Kitakogelu, 2018. "Impact of Digital Finance on Financial Inclusion and Stability," MPRA Paper 84771, University Library of Munich, Germany.
    24. 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.
    25. Mr. Kangni R Kpodar & Mihasonirina Andrianaivo, 2011. "ICT, Financial Inclusion, and Growth: Evidence from African Countries," IMF Working Papers 2011/073, International Monetary Fund.
    26. G. Olanrewaju & S. Tella & B. Adesoye, 2019. "Institutional Quality, Financial Inclusion and Inclusive Growth: Causality Evidence from Nigeria," Economic and Financial Review, Central Bank of Nigeria, vol. 57(3), September.
    27. Siong Law & W. Azman-Saini, 2012. "Institutional quality, governance, and financial development," Economics of Governance, Springer, vol. 13(3), pages 217-236, September.
    28. Chien, Mei-Se & Cheng, Chih-Yang & Kurniawati, Meta Ayu, 2020. "The non-linear relationship between ICT diffusion and financial development," Telecommunications Policy, Elsevier, vol. 44(9).
    29. repec:aer:wpaper:384 is not listed on IDEAS
    30. Nitin Kumar, 2013. "Financial inclusion and its determinants: evidence from India," Journal of Financial Economic Policy, Emerald Group Publishing Limited, vol. 5(1), pages 4-19, April.
    31. Clague, Christopher & Keefer, Philip & Knack, Stephen & Olson, Mancur, 1999. "Contract-Intensive Money: Contract Enforcement, Property Rights, and Economic Performance," Journal of Economic Growth, Springer, vol. 4(2), pages 185-211, June.
    32. Kangni Kpodar & Mihasonirina Andrianaivo, 2011. "ICT, Financial Inclusion and Growth: Evidence from African Countries," Post-Print halshs-00602411, HAL.
    33. George Okello Candiya Bongomin & John C. Munene & Joseph Mpeera Ntayi & Charles Akol Malinga, 2018. "Exploring the mediating role of social capital in the relationship between financial intermediation and financial inclusion in rural Uganda," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 45(5), pages 829-847, May.
    34. Aparna Gosavi, 2018. "Can Mobile Money Help Firms Mitigate the Problem of Access to Finance in Eastern sub-Saharan Africa?," Journal of African Business, Taylor & Francis Journals, vol. 19(3), pages 343-360, July.
    Full references (including those not matched with items on IDEAS)

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