Determinants of Financial Inclusion in the OIC and OECD Countries: Are They Different?
Main Article Content
Abstract
Financial inclusion is a pivotal policy tool to help integrate the underprivilege segments of society into the formal financial system. The issue is particularly important within predominantly Muslim nations, where poverty and inequality remain persistent challenges, and where a significant proportion of the populace remains excluded from financial services. This seems to be paradoxical, especially given the substantial expansion of Islamic finance over the previous decade. Therefore, this research aims to investigate the factors that determine financial inclusion within Organisation of Islamic Cooperation (OIC) member states. To put our findings into perspective, we compare our analysis with Organisation of Economic Co-operation and Development (OECD) countries. We used a least squares dummy variable (LSDV) estimator across 35 OIC and OECD countries over the period 2005 to 2021. It was found that in OIC countries income per capita, tertiary education attainment, institutional quality, internet accessibility, population and age dependency have an influence on financial inclusion. Unlike OECD ones, OIC countries need to make significant investment in digital infrastructures, youth and female empowerment, and boosting income levels. Lessons are also drawn for Islamic banking in these countries.
Downloads
Article Details
Issue
Section

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
Journal of Islamic Monetary Economics and Finance is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
References
Abakaeva, J., & Glisovic-Mezieres, J. (2009). Are deposits a stable source of funding for microfinance institutions? CGAP Brief. Washington, DC: Consultative Group to Assist the Poor.
Abel, S., Mutandwa, L., & Le Roux, P. (2018). A review of determinants of financial inclusion. International Journal of Economics and Financial Issues, 8(3), 1–8.
Adeyemi, A. A., Pramanik, A. H., & Meera, A. K. M. (2012). A measurement model of the determinants of financial exclusion among Muslim micro-entrepreneurs in Ilorin, Nigeria. Journal of Islamic Finance, 1(1), 30-43.
Afonso, A., & Blanco-Arana, M. C. (2024). Does financial inclusion enhance per capita income in the least developed countries? International Economics, 177, 100479.
Aga, G. A., & Martinez Peria, M. S. (2014). International remittances and financial inclusion in Sub-Saharan Africa (Policy Research Working Paper No. 6991). Washington, DC: World Bank.
Agyekum, F. K., Wellalage, N. H., & Locke, S. (2011). Financial Inclusion in Ghana; does Institutional Context Matter?
Akudugu, M. A. (2013). The determinants of financial inclusion in Western Africa: Insights from Ghana. Research Journal of Finance and Accounting, 4(8), 1–10.
Allen, F., Demirgüç-Kunt, A., Klapper, L., & Martinez Peria, M. S. (2012). The foundations of financial inclusion: Understanding ownership and use of formal accounts (Policy Research Working Paper No. 6290). Washington, DC: World Bank.
Alonso, S. L. N., Jorge-Vázquez, J., & Forradellas, R. F. R. (2020). Detection of financial inclusion vulnerable rural areas through an access to cash index: Solutions based on the pharmacy network and a CBDC. Evidence based on Ávila (Spain). Sustainability, 12(18), 1–33.
Ampudia, M., & Ehrmann, M. (2017). Financial inclusion—What's it worth? (ECB Working Paper No. 1990). Frankfurt, Germany: European Central Bank.
Anzoategui, D., Demirgüç-Kunt, A., & Pería, M. S. M. (2014). Remittances and financial inclusion: Evidence from El Salvador. World Development, 54, 338-349.
Ardic, O. P., Heimann, M., & Mylenko, N. (2011). Access to financial services and the financial inclusion agenda around the world: A cross-country analysis with a new data set (Policy Research Working Paper No. 5537). Washington, DC: World Bank.
Ayyagari, M., & Beck, T. (2015). Financial inclusion in Asia: An overview (ADB Economics Working Paper Series No. 449). Manila, Philippines: Asian Development Bank.
Azimi, M. N. (2022). New insights into the impact of financial inclusion on economic growth: A global perspective. PLoS ONE, 17(11), e0277730.
Babajide, A. A., Adegboye, F. B., & Omankhalen, A. (2015). Financial inclusion and economic growth in Nigeria. International Journal of Economics and Financial Issues, 5(3), 629–637.
Bagehot, W. (1862). Lombard street: A description of the money market.
Baig, O. R., Muneeza, A., Hassan, M. K., & Biancone, P. (2024). The state of Islamic finance in Europe. In Islamic finance in Eurasia: The need for strategic change (pp. 7–27). Cheltenham, England: Edward Elgar Publishing.
Baltagi, B. H., Demetriades, P. O., & Law, S. H. (2009). Financial development and openness: Evidence from panel data. Journal of Development Economics, 89(2), 285–296.
Barajas, A., Beck, T., Belhaj, M., & Naceur, S. Ben. (2020). Financial Inclusion: What Have We Learned So Far? What Do We Have to Learn? IMF Working Paper WP/20/157, 1–52. Washington, DC, USA: International Monetary Fund.
Beck, T., & De La Torre, A. (2007). The basic analytics of access to financial services. Financial Markets, Institutions & Instruments, 16(2), 79-117.
Beck, T., Demirgüç-Kunt, A., & Levine, R. (2007). Finance, inequality and the poor. Journal of Economic Growth, 12(1), 27–49.
Beck, T., Demirguc-Kunt, A., & Martinez Peria, M. S. (2007). Reaching out: Access to and use of banking services across countries. Journal of Financial Economics, 85(1), 234–266.
Ben Jedidia, K., Boujelbène, T., & Helali, K. (2014). Financial development and economic growth: New evidence from Tunisia. Journal of Policy Modeling, 36(5), 883–898.
Bloom, D. E., Canning, D., & Fink, G. (2010). Implications of population ageing for economic growth. Oxford Review of Economic Policy, 26(4), 583–612.
Boukhatem, J. (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, 37, 214–230.
Breusch, T. S., & Pagan, A. R. (1980). The Lagrange multiplier test and its applications to model specification in econometrics. The Review of Economic Studies, 47(1), 239–253.
Bruhn, M., & Love, I. (2009). The economic impact of banking the unbanked (Policy Research Working Paper No. 4981). Washington, DC: World Bank.
Calderón, C., & Liu, L. (2003). The direction of causality between financial development and economic growth. Journal of Development Economics, 72(1), 321-334.
Cámara, N., Peña, X., & Tuesta, D. (2014). Factors that matter for financial inclusion: Evidence from Peru (BBVA Research Working Paper No. 1409). Madrid, Spain: BBVA Research.
Campbell, D., Martínez-Jerez, F. A., & Tufano, P. (2012). Bouncing out of the banking system: An empirical analysis of involuntary bank account closures. Journal of Banking and Finance, 36(4), 1224-1235.
Causa, O., Abendschein, M., Luu, N., Soldani, E., & Soriolo, C. (2022). Determinants of and barriers to people's financial inclusion in Mexico (OECD Economics Department Working Papers No. 1728). Paris, France: OECD Publishing.
Chinn, M. D., & Ito, H. (2006). What matters for financial development? Capital controls, institutions, and interactions. Journal of Development Economics, 81(1), 163–192.
Chithra, N., & Selvam, M. (2013). Determinants of financial inclusion: An empirical study on the inter-state variations in India (July 19, 2013). SSRN 2296096, 1-15.
Cicchiello, A. F., Kazemikhasragh, A., Monferrá, S., & Girón, A. (2021). Financial inclusion and development in the least developed countries in Asia and Africa. Journal of Innovation and Entrepreneurship, 10(1), 49.
Dabla-Norris, E., Ji, Y., Townsend, R., & Unsal, D. F. (2015). Identifying constraints to financial inclusion and their impact on gdp and inequality: A structural framework for policy. IMF Working Papers, WP/15/22(January), 1–49.
Demetriades, P. O., & Hussein, K. A. (1996). Does financial development cause economic growth? Time-series evidence from 16 countries. Journal of Development Economics, 51(2), 387–411.
Demirgüç-Kunt, A., Beck, T. H. L., & Honohan, P. (2008). Finance for all? Policies and pitfalls in expanding access. Washington, D.C: World Bank.
Demirguc-Kunt, A., & Klapper, L. (2012). Measuring financial inclusion. The Global Findex database. World Bank Policy Research Working Paper, 6025(April), 1–61.
Demirgüç-Kunt, A., Klapper, L., & Randall, D. (2013). Islamic finance and financial inclusion: Measuring use of and demand for formal financial services among muslim adults. World Bank Policy Research Working Papers, 6642(October).
Demirgüç-Kunt, A., Klapper, L., Singer, D., & Ansar, S. (2022). The Global Findex database 2021: Financial inclusion, digital payments, and resilience in the age of COVID-19. Washington, DC: World Bank.
Demirgüç-Kunt, A., Klapper, L., Singer, D., Ansar, S., & Hess, J. (2018). The Global Findex database 2017: Measuring financial inclusion and the fintech revolution. Washington, DC: World Bank.
Demirgüç-Kunt, A., Klapper, L., Singer, D., & Van Oudheusden, P. (2015). The Global Findex Database 2014: Measuring financial inclusion around the world. World Bank Policy Research Working Paper 7255, (April), 1–88. Washington, DC: World Bank.
Evans, O., & Adeoye, B. (2016). Determinants of financial inclusion in Africa: A dynamic panel data approach. University of Mauritius Research Journal, 22, 310–336.
Fahmy, M., & Ghoneim, H. (2023). Financial inclusion demand-side determinants: Analysis from Egypt. Management & Sustainability: An Arab Review, 2(3), 255-284.
Fungáčová, Z., & Weill, L. (2015). Understanding financial inclusion in China. China Economic Review, 34, 196–206.
Galor, O., & Zeira, J. (1993). Income distribution and macroeconomics. The Review of Economic Studies, 60(1), 35-52.
García-Herrero, A., & Turégano, D. M. (2015). Financial inclusion, rather than size, is the key to tackling income inequality (BBVA Research Working Paper No.15/05, Number February). Madrid, Spain: BBVA Research.
Ghosh, S. (2011). Determinants of banking outreach: An empirical assessment of Indian states. MPRA Paper, (35423). Munich, Germany: Munich Personal RePEc Archive.
Guillaumont Jeanneney, S., & Kpodar, K. (2008). Financial development and poverty reduction: Can there be a benefit without a cost? IMF Working Paper, 08(62), 1. https://doi.org/10.5089/9781451869248.001
Gwalani, H., & Parkhi, S. (2014). Financial inclusion – Building a success model in the Indian context. Procedia - Social and Behavioral Sciences, 133(June), 372–378.
Hannig, A., & Jansen, S. (2010). Financial inclusion and financial stability: Current policy issues (ADBI Working Paper No. 259). Tokyo, Japan: Asian Development Bank Institute.
Hausman, J. A. (1978). Specification tests in econometrics. Econometrica, 46(6), 1251–1271.
Hawkins, P. (2011). Financial access: What has the crisis changed? In Central banking in Africa: Prospects in a changing world (BIS Papers No. 56, pp. 11–20). Basel, Switzerland: Bank for International Settlements.
Hussain, S., ur Rehman, A., Ullah, S., Waheed, A., & Hassan, S. (2024). Financial inclusion and economic growth: Comparative panel evidence from developed and developing Asian countries. SAGE Open, 14(1), 1–15.
Ifediora, C., Offor, K. O., Eze, E. F., Takon, S. M., Ageme, A. E., Ibe, G. I., & Onwumere, J. U. J. (2022). Financial inclusion and its impact on economic growth: Empirical evidence from sub-Saharan Africa. Cogent Economics & Finance, 10(1), 2060551.
Iqbal, B. A., & Sami, S. (2017). Role of banks in financial inclusion in India. Contaduría y Administración, 62(2), 644–656.
Jima, M. D., & Makoni, P. L. (2023). Financial inclusion and economic growth in Sub-Saharan Africa—A panel ARDL and Granger non-causality approach. Journal of Risk and Financial Management, 16(6), 299.
Jones, P. A. (2008). From tackling poverty to achieving financial inclusion—The changing role of British credit unions in low-income communities. Journal of Socio-Economics, 37(6), 2141–2154.
Joshi, M. C., & Rajpurohit, V. P. (2016). Awareness of financial inclusion: An empirical study. Research Review International Journal of Multidisciplinary, 1(6), 1–6.
Kaligis, N. V. B., Tewal, B., Maramis, J. B., & Mangantar, M. (2018). Financial inclusion profile: Determinant and barriers. International Journal of Economics and Financial Issues, 8(5), 351–358.
Kamalu, K., & Ibrahim, W. H. B. W. (2021). Islamic banking development and financial inclusion in OIC member countries: The moderating role of institutions. Journal of Islamic Monetary Economics and Finance, 7(3), 527–544.
Karpowicz, I. (2014). Financial inclusion, growth and inequality: A model application to Colombia (IMF Working Paper No. 2014/166). Washington, DC: International Monetary Fund.
Kasprowicz, P., & Rhyne, E. (2013). Looking through the demographic window: Implications for financial inclusion. Centre for Financial Inclusion, Publication, 18.
Khan, F., Siddiqui, M. A., & Imtiaz, S. (2022). Role of financial literacy in achieving financial inclusion: A review, synthesis and research agenda. Cogent Business & Management, 9(1), 2034236.
Kim, D.-W., Yu, J.-S., & Hassan, M. K. (2018). Financial inclusion and economic growth in OIC countries. Research in International Business and Finance, 43, 1–14.
King, R. G., & Levine, R. (1993). Finance, entrepreneurship and growth: Theory and evidence. Journal of Monetary Economics, 32(3), 513–542.
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.
Kpodar, K., Mlachila, M., Quayyum, S., & Gammadigbe, V. (2023). Defying the odds: Remittances during the COVID-19 pandemic. The Journal of Development Studies, 59(5), 673–690.
Kumar, G. (2019). Financial inclusion: Barriers from supply side and demand side. International Journal of Research in Engineering, Science and Management, 2(4), 313–316.
Kumar, N. (2011). Financial inclusion and its determinants: Evidence from state level empirical analysis in India. In Proceedings of the 13th Annual Conference on Money and Finance in the Indian Economy. Indira Gandhi Institute of Development Research, Mumbai, India.
Law, S. H., & Azman-Saini, W. N. W. (2012). Institutional quality, governance, and financial development. Economics of Governance, 13(3), 217–236.
Le, T. T., Dang, N. D. L., Nguyen, T. D. T., Vu, T. S., & Tran, M. D. (2019). Determinants of financial inclusion: Comparative study of Asian countries. Asian Economic and Financial Review, 9(10), 1107–1123.
Lenka, S. K., & Barik, R. (2018). Has expansion of mobile phone and internet use spurred financial inclusion in the SAARC countries? Financial Innovation, 4(1), 1-19.
Luciano, E., Rossi, M. C., & Sansone, D. (2015). Life insurance demand and financial inclusion: Evidence from Italian households (Netspar Academic Series No. 11/2015-039). Tilburg, The Netherlands: Netspar.
Mala, M., & Vasanthi, G. (2016). Role of banking sector in financial inclusion. International Journal of Computational Research and Development, 1(1), 172–176.
Mukherjee, S., & Sood, K. (2020). Triggers and barriers of financial inclusion: A country-wise analysis. Asian Economic and Financial Review, 10(9), 970–988.
Naceur, S. B., Barajas, A., & Massara, A. (2015). Can Islamic banking increase financial inclusion? IMF Working Paper, 15(31), 1–41.
OECD. (2016). OECD/INFE international survey of adult financial literacy competencies. Paris, France: OECD Publishing.
OECD. (2022). Financial planning and financial education for old age in times of change (OECD Business and Finance Policy Papers No. 8). Paris, France: OECD Publishing.
Oke, D. F., & Adamson, T. W. (2023). Demand and supply-side determinants of financial inclusion: A case study of micro, small and medium enterprises in southwest Nigeria. Review of Socio-Economic Perspectives, 8(2), 61–73.
Ozili, P. K. (2021). Financial inclusion: Globally important determinants. Financial Internet Quarterly, 17(4), 1–11.
Pande, R., Cole, S., Sivasankaran, A., Bastian, G. G., & Durlacher, K. (2012). Does poor people’s access to formal banking services raise their incomes? (Systematic review). Harvard Kennedy School, Boston, MA.
Park, C.-Y., & Mercado, R. V. (2015). Financial inclusion, poverty, and income inequality in developing Asia (ADB Economics Working Paper Series No. 426). Manila, Philippines: Asian Development Bank.
Peach, N. D., Werff, A. D. Van Der, & Hogarth, J. M. (2013). A Cross-Country Analysis of Unbanked Within the OECD. Consumer Interests Annual, 59.
Peña, X., Hoyo, C., & Tuesta, D. (2014). Determinantes de la inclusión financiera en México a partir de la ENIF 2012 (Documento de Trabajo No. 14/15). Madrid, Spain: BBVA Research.
Rafi, U., & Masih, M. (2014). Are Islamic banks truly Shariah compliant? An application of time series multivariate forecasting techniques to Islamic bank financing (MPRA Paper No. 57711). Munich, Germany: Munich Personal RePEc Archive.
Rajan, R. G., & Zingales, L. (2003). The great reversals: The politics of financial development in the twentieth century. Journal of Financial Economics, 69(1), 5–50
Rasheed, B., Law, S. H., Chin, L., & Habibullah, M. S. (2016). The role of financial inclusion in financial development: International evidence. Abasyn University Journal of Social Sciences, 9(2), 330–348.
Rewilak, J. (2013). Finance is good for the poor but it depends where you live. Journal of Banking and Finance, 37(5), 1451–1459.
Roa, M. J. (2015). Financial inclusion in Latin America and the Caribbean: Access, usage, and quality (Research Papers No. 19). Mexico City, Mexico: Center for Latin American Monetary Studies (CEMLA).
Sadi Ali, H., Law, S. H., Yusop, Z., & Chin, L. (2016). Institutional quality and financial inclusion nexus in developing countries: A dynamic panel GMM estimation analysis. Paper presented at the 18th Malaysian Finance Association Annual Conference (MFAC) 2016 and the 7th Islamic Banking, Accounting and Finance Conference (IBAF), Melaka, Malaysia.
Sahay, R., Čihák, M., N’Diaye, P. M., Barajas, A., Mitra, S., Kyobe, A., Mooi, Y. N., & Yousefi, S. R. (2015). Financial inclusion: Can it meet multiple macroeconomic goals? (IMF Staff Discussion Note No. 2015/017). Washington, DC: International Monetary Fund.
Sanjaya, I. M., & Nursechafia. (2016). Financial inclusion and inclusive growth: A cross-province analysis in Indonesia. Bulletin of Monetary Economics and Banking, 18(3), 281–306.
Sarma, M. (2008). Index of financial inclusion (Working Paper No. 215). New Delhi, India: Indian Council for Research on International Economic Relations.
Sarma, M. (2012). Index of financial inclusion: A measure of financial sector inclusiveness (Berlin Working Papers on Money, Finance, Trade and Development No. 07/2012). Berlin, Germany: Hochschule für Technik und Wirtschaft Berlin.
Sarma, M., & Pais, J. (2008). Financial inclusion and development: A cross-country analysis (Working Paper No. 243). New Delhi, India: Indian Council for Research on International Economic Relations.
Sarma, M., & Pais, J. (2011). Financial inclusion and development. Journal of International Development, 23(5), 613–628.
Schumpeter, J. A. (1935). The theory of economic development: An inquiry into profits, capital, credit, interest, and the business cycle. The American Economic Review, 25(1), 90-91.
Sen, A. (2000). Social exclusion: Concept, application, and scrutiny (Social Development Papers No. 1). Manila, Philippines: Office of Environment and Social Development, Asian Development Bank.
SESRIC. (2022). State of youth in the OIC member states 2022. Ankara, Türkiye: Statistical, Economic and Social Research and Training Centre for Islamic Countries.
Shabir, M., Jiang, P., Wang, W., & Işık, Ö. (2023). COVID-19 pandemic impact on banking sector: A cross-country analysis. Journal of Multinational Financial Management, 67, 100784.
Sharma, D. (2016). Nexus between financial inclusion and economic growth: Evidence from the emerging Indian economy. Journal of Financial Economic Policy, 8(1), 13–36
Soumaré, I., Tchana Tchana, F., & Kengne, T. M. (2016). Analysis of the determinants of financial inclusion in Central and West Africa. Transnational Corporations Review, 8(4), 231–249.
Standard Chartered. (2014). Financial inclusion: Reaching the unbanked. London, England: Standard Chartered Bank.
Swamy, V. (2010). Bank-based financial intermediation for financial inclusion and inclusive growth. Banks and Bank Systems, 5(4), 54–62.
Tsouli, D. (2022). Financial inclusion, poverty, and income inequality: Evidence from European countries. Ekonomika, 101(1), 37–61.
Tuesta, D., Sorensen, G., Haring, A., & Cámara, N. (2015). Financial inclusion and its determinants: The case of Argentina (BBVA Research Working Paper No. 15/03). Madrid, Spain: BBVA Research.
Ulwodi, D. W., & Muriu, P. W. (2017). Barriers of financial inclusion in Sub-Saharan Africa. Journal of Economics and Sustainable Development, 8(14), 66–81.
Van, D. T. T., & Linh, N. H. (2019). The impacts of financial inclusion on economic development: Cases in Asian-Pacific countries. Comparative Economic Research. Central and Eastern Europe, 22(1), 7–16.
Van Der Werff, A. D., Hogarth, J. M., & Peach, N. D. (2013). A cross-country analysis of financial inclusion within the OECD. Consumer Interest Annual, 59, 1-12.
Wambua, S. M., & Datche, E. (2013). Innovative factors that affect financial inclusion in banking industry: A case study of Equity Bank Mombasa County, Kenya. International Journal of Sciences: Basic and Applied Research, 12(1), 37–56.
Wang’oo, E. W. (2013). The relationship between financial inclusion and economic development in Kenya (MBA research project). University of Nairobi, Nairobi, Kenya.
Williams, H. T., Adegoke, A. J., & Dare, A. (2017). Role of financial inclusion in economic growth and poverty reduction in a developing economy. International Journal of Research in Economics and Social Sciences, 7(5), 265–271.
Yan, Y., & Qi, S. (2021). Childhood matters: Family education and financial inclusion. Pacific-Basin Finance Journal, 65, 101489.
Zins, A., & Weill, L. (2016). The determinants of financial inclusion in Africa. Review of Development Finance, 6(1), 46–57.
Zulkhibri, M., & Ghazal, R. (2017). The impacts of governance and institution on financial inclusion: Evidence from Muslim countries and developing economies. Journal of King Abdulaziz University: Islamic Economics, 30(Special issue), 37–60.
