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Digital transactions and financial development: The moderating role of global integration across income levels

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  • Ullah, Saif
  • Liew, Chee Yoong
  • Nobanee, Haitham

Abstract

This study examines the interaction between digital financial transactions (DFT) and financial development (FD) across 121 countries over the period 2003–2022, focusing upon the moderating role of global financial integration (GFI). Using two-step system generalised method of moments (GMM), Bootstrap Quantile-on-Quantile Regression, Nonlinear multilevel Mixed-Effects and D-K Fixed Effects models, this study explores the variations in this relationship across high-, upper-middle-, and low-income countries. The findings indicate that DFT and economic development positively influence FD, while bank risk demonstrates a negative influence. Governance quality positively influences FD, and while GFI also positively influences FD, it weakens the positive impact of DFT on FD globally. Interestingly, GFI strengthens the DFT-FD relationship in middle- and low-income economies, suggesting region-specific dynamics and the potential of GFI to counter structural barriers in these economies. This distinct interaction emphasises the need for customised policies that promote both digital financial inclusion and global financial integration that are aligned with country-specific economic contexts. Our study provides actionable insights for policymakers to foster sustainable financial development through customised digital and financial integration strategies.

Suggested Citation

  • 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).
    • Handle: RePEc:eee:reveco:v:98:y:2025:i:c:s1059056025000243
    DOI: 10.1016/j.iref.2025.103861
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    References listed on IDEAS

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    1. 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.
    2. Lee, Chien-Chiang & Chen, Pei-Fen & Chu, Pin-Jie, 2023. "Green recovery through financial inclusion of mobile payment: A study of low- and middle-income Asian countries," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 729-747.
    3. Song Jiang & Shuang Qiu & Hong Zhou, 2022. "Will digital financial development affect the effectiveness of monetary policy in emerging market countries?," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 35(1), pages 3437-3472, December.
    4. Ross Levine, 1997. "Financial Development and Economic Growth: Views and Agenda," Journal of Economic Literature, American Economic Association, vol. 35(2), pages 688-726, June.
    5. Purva Khera & Miss Stephanie Y Ng & Ms. Sumiko Ogawa & Ms. Ratna Sahay, 2021. "Is Digital Financial Inclusion Unlocking Growth?," IMF Working Papers 2021/167, International Monetary Fund.
    6. Kajol, K. & Singh, Ranjit & Paul, Justin, 2022. "Adoption of digital financial transactions: A review of literature and future research agenda," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
    7. Peterson K. Ozili, 2023. "Digital finance research and developments around the world: a literature review," International Journal of Business Forecasting and Marketing Intelligence, Inderscience Enterprises Ltd, vol. 8(1), pages 35-51.
    8. 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.
    9. Farhad Taghizadeh-Hesary & Nguyet Thi Minh Phi & Hanh Hoang Thi Hong & Vu Tuan Chu, 2019. "Does Financial Integration Matter for Financial Development? Evidence from the East Asian and Pacific Region," Journal of Economic Integration, Center for Economic Integration, Sejong University, vol. 34(4), pages 591-618.
    10. Mr. Philip R. Lane & Mr. Gian M Milesi-Ferretti, 2017. "International Financial Integration in the Aftermath of the Global Financial Crisis," IMF Working Papers 2017/115, International Monetary Fund.
    11. Gao, Xiaoxue, 2023. "Digital transformation in finance and its role in promoting financial transparency," Global Finance Journal, Elsevier, vol. 58(C).
    12. Ozili, Peterson Kitakogelu, 2018. "Impact of Digital Finance on Financial Inclusion and Stability," MPRA Paper 84771, University Library of Munich, Germany.
    13. Dutta, Nabamita & Meierrieks, Daniel, 2021. "Financial development and entrepreneurship," International Review of Economics & Finance, Elsevier, vol. 73(C), pages 114-126.
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