Macro Determinants of Global Financial Inclusion: Evidence from World Data

Ozili, Peterson K (2025): Macro Determinants of Global Financial Inclusion: Evidence from World Data. Forthcoming in:

Abstract

The study investigates the macro determinants of global financial inclusion using world data from 1999 to 2023 period. The data were analysed using the fully modified ordinary least squares regression estimator, the two-stage least squares regression estimator and the robust least squares regression estimator. The determinants examined are total domestic investment, macroeconomic management frameworks, international trade openness, total population size, consumer spending, and economic growth rate. The findings reveal that population size and trade openness have a positive effect on global financial inclusion through a higher financial inclusion index and commercial bank branch expansion. Total domestic investment and sound macroeconomic management have a negative effect on global financial inclusion through a decrease in the financial inclusion index and a reduction in the number of bank branches and the negative effect is more pronounced in the post-financial crisis years. However, total population size remain a positive determinant of global financial inclusion in the post-financial crisis years. Trade openness and consumer spending increase global financial inclusion during periods of economic prosperity while total domestic investment and sound macroeconomic management decrease global financial inclusion during periods of economic prosperity. In terms of forward-looking orientation, the study finds that a large population and weak macroeconomic management in the present period leads to financial inclusion gains in the future. It is recommended that policy adjustments in today’s population size and macroeconomic management frameworks can help to achieve future financial inclusion targets. The findings contribute to the financial inclusion literature by using world data to offer new insights into the factors that can accelerate global financial inclusion.

• Item Type: MPRA Paper
• Language: English
• Keywords: financial inclusion, index, determinants, gross capital formation, trade openness, investment, population, global financial crisis, consumer spending, economic growth, regression
• Subjects: E - Macroeconomics and Monetary Economics > E2 - Consumption, Saving, Production, Investment, Labor Markets, and Informal Economy > E20 - General; E - Macroeconomics and Monetary Economics > E3 - Prices, Business Fluctuations, and Cycles > E32 - Business Fluctuations ; Cycles; G - Financial Economics > G2 - Financial Institutions and Services

References

Acquah, A. M., & Ibrahim, M. (2020). Foreign direct investment, economic growth and financial sector development in Africa. Journal of Sustainable Finance & Investment, 10(4), 315-334.

Adil, M., & Fadi, O. A. (2022). Blockchain, cryptocurrency and the state of financial inclusion in Morocco. European Journal of Economic and Financial Research, 6(2), 62-74.

Ahmad, M., Majeed, A., Khan, M. A., Sohaib, M., & Shehzad, K. (2021). Digital financial inclusion and economic growth: Provincial data analysis of China. China Economic Journal, 14(3), 291-310.

Asongu, S. A., Biekpe, N., & Cassimon, D. (2021). On the diffusion of mobile phone innovations for financial inclusion. Technology in Society, 65, 101542.

Azmeh, C. (2025). Bridging divides: the role of Fintech and financial inclusion in reducing poverty and inequality in developing countries. Innovation and Development, 1-20.

Banna, H., Mia, M. A., Nourani, M., & Yarovaya, L. (2022). Fintech-based financial inclusion and risk-taking of microfinance institutions (MFIs): Evidence from Sub-Saharan Africa. Finance Research Letters, 45, 102149.

Chinoda, T. (2020). The nexus between financial inclusion, trade and economic growth in Africa?. Transnational Corporations Review, 12(3), 266-275.

Dar, A. B., & Ahmed, F. (2021). Financial inclusion determinants and impediments in India: insights from the global financial inclusion index. Journal of Financial Economic Policy, 13(3), 391-408.

Demirgüç-Kunt, A., & Klapper, L. (2013). Measuring financial inclusion: Explaining variation in use of financial services across and within countries. Brookings papers on economic activity, 2013(1), 279-340.

Eldomiaty, T., Hammam, R., & El Bakry, R. (2020). Institutional determinants of financial inclusion: evidence from world economies. International journal of development issues, 19(2), 217-228.

Elouaourti, Z., & Ezzahid, E. (2024). Factors of regional financial inclusion in Morocco. Regional Science Policy & Practice, 16(3), 12516.

Eshun, S. F., & Kočenda, E. (2025). Determinants of financial inclusion in sub-Saharan Africa and OECD countries. Borsa Istanbul Review, 25(1), 34-56.

Ezzahid, E., & Elouaourti, Z. (2021). Financial inclusion, mobile banking, informal finance and financial exclusion: micro-level evidence from Morocco. International Journal of Social Economics, 48(7), 1060-1086.

Fernandes, C., Borges, M. R., & Caiado, J. (2021). The contribution of digital financial services to financial inclusion in Mozambique: an ARDL model approach. Applied Economics, 53(3), 400-409.

Huber, P. J. (1973). Robust regression: asymptotics, conjectures and Monte Carlo. The Annals of Statistics, 1(5), 799-821.

Kara, A., Zhou, H., & Zhou, Y. (2021). Achieving the United Nations' sustainable development goals through financial inclusion: A systematic literature review of access to finance across the globe. International Review of Financial Analysis, 77, 101833.

Kast, F. E., & Rosenzweig, J. E. (1972). General systems theory: Applications for organization and management. Academy of Management Journal, 15(4), 447-465.

Khan, I., & Sahu, M. (2025). Enhancing financial inclusion in India: the impact of socioeconomic and macroeconomic factors. Journal of Financial Economic Policy, 17(2), 270-294.

Kling, G., Pesqué-Cela, V., Tian, L., & Luo, D. (2022). A theory of financial inclusion and income inequality. The European Journal of Finance, 28(1), 137-157.

Koomson, I., Villano, R. A., & Hadley, D. (2020). Effect of financial inclusion on poverty and vulnerability to poverty: Evidence using a multidimensional measure of financial inclusion. Social Indicators Research, 149(2), 613-639.

Kulkarni, L., & Ghosh, A. (2021). Gender disparity in the digitalization of financial services: challenges and promises for women's financial inclusion in India. Gender, Technology and Development, 25(2), 233-250.

Kumar, N. (2012). An Empirical Analysis of Financial Inclusion Across Population Groups in India. IUP Journal of Bank Management, 11(1).

Léon, F., & Zins, A. (2020). Regional foreign banks and financial inclusion: Evidence from Africa. Economic Modelling, 84, 102-116.

Lu, W., Niu, G., & Zhou, Y. (2021). Individualism and financial inclusion. Journal of Economic Behavior & Organization, 183, 268-288.

Lyons, A. C., & Kass-Hanna, J. (2021). Financial inclusion, financial literacy and economically vulnerable populations in the Middle East and North Africa. Emerging Markets Finance and Trade, 57(9), 2699-2738.