Economic Determinants of Financial Service Accessibility
This study investigates the influence of economic factors in ensuring access to financial services. Financial service accessibility is assessed using metrics such as the number of bank branches and ATMs per 100,000 people, as well as an index derived from these indicators. Drawing from existing literature, a set of economic variables - namely, employment, inflation, gross domestic savings, remittances, bank credit to deposits, and urbanization - are examined using data from 179 countries over eighteen years spanning from 2004 to 2021, with projections extending to 2023. The findings indicate that employment, remittances, bank credit to deposits, and urbanization exert statistically significant effects on access to financial services. These results are robust across alternative definitions of financial access, subsamples categorised by economic development, and exercises addressing endogeneity concerns.
Palas, M.J.U. (2024). Economic determinants of financial service accessibility. Journal of Applied Economic Sciences, Volume XIX, Summer, 2(84), 93–108. https://doi.org/10.57017/jaes.v19.2(84).01
[1] Development Economics, 96(2), 255-264. https://doi.org/10.1016/j.jdeveco.2010.10.005
[2] Akudugu, M. A. (2013). The determinants of financial inclusion in Western Africa: insights from Ghana. Research Journal of Finance and Accounting, 4(8), 1-9.
[3] Allen, F., Demirgüç-Kunt, A., Klapper, L. & Martinez Peria, M. (2016). The foundations of financial inclusion: Understanding ownership and use of formal accounts. Journal of Financial Intermediation, 27(1), 1-30. https://doi.org/10.1016/j.jfi.2015.12.003
[4] Ang, J. B. & McKibbin, W. J. (2007). Financial liberalization, financial sector development and growth: evidence from Malaysia. Journal of Development Economics, 84(1), 215-233.
https://doi.org/10.1016/ j.jdeveco.2006.11.006
[5] Anoruo, E. & Ahmad, Y. (2001). Causal relationship between domestic savings and economic growth: Evidence from seven African countries. African Development Review, 13(2), 238-249.
https://doi.org/10.1111/ 1467-8268.00038
[6] Apergis, N., Filippidis, I. & Economidou, C. (2007).Financial deepening and economic growth linkages: a panel data analysis. Review of World Economics, 143(1), 179-198.
https://doi.org/10.1007/s10290-007-0102-3
[7] Arellano, M. & Bond, S. (1991). Some tests of specification for panel data: Monte Carlo evidence and an application to employment equations. The Review of Economic Studies, 58(2), 277-297.
https://doi.org/ 10.2307/2297968
[8] Arora, R. U. (2014). Access to finance: an empirical analysis. The European Journal of Development Research, 26(1), 798-814. https://doi.org/10.1057/ejdr.2013.50
[9] Banerjee, A. V. & Newman, A. F. (1993). Occupational choice and the process of development. Journal of Political Economy, 101(2), 274-298. https://doi.org/10.1086/261876
[10] Beck, T. (2007). Financing constraints of SMEs in developing countries: Evidence, determinants and solutions, in KDI 36th Anniversary International Conference, pp. 26-27.
[11] Beck, T. & Demirguc-Kunt, A. (2006). Small and medium-size enterprises: Access to finance as a growth constraint. Journal of Banking & Finance, 30(11), 2931-2943.
https://doi.org/10.1016/j.jbankfin.2006.05.009
[12] Beck, T. & Demirgüç-Kunt, A. (2008). Access to finance: An unfinished agenda. The World Bank Economic Review, 2(23), 383-396. https://doi.org/10.1093/wber/lhn021
[13] Beck, T., Demirgüç-Kunt, A. & Honohan, P. (2009). Access to financial services: Measurement, impact, and policies. The World Bank Research Observer, 24(1), 119-145.
https://doi.org/10.1093/wbro/lkn008
[14] Beck, T., Demirgüç-Kunt, A. & Levine, R. (2007). Finance, inequality and the poor, Journal of Economic Growth, 12(1), 27-49. https://doi.org/10.1007/s10887-007-9010-6
[15] Beck, T., Demirgüç-Kunt, A. & Maksimovic, V. (2004). Bank competition and access to finance: International evidence. Journal of Money, Credit and Banking, pp. 627-648.
[16] Beck, T., Levine, R. & Levkov, A. (2010). Big bad banks? The winners and losers from bank deregulation in the United States. The Journal of Finance, 65(5), 1637-1667.
https://doi.org/10.1111/j.1540-6261. 2010.01589.x
[17] Bell, C. & Rousseau, P. L. (2001). Post-independence India: A case of finance-led industrialization? Journal of Development Economics, 65(1), 153-175.
https://doi.org/10.1016/S0304-3878(01)00132-8
[18] Bloom, D. E., Canning, D. & Fink, G. (2008). Urbanization and the wealth of nations. Science, 319(5864), 772-775. https://doi.org/10.1126/science.1153057
[19] Blundell, R. & Bond, S. (1998). Initial conditions and moment restrictions in dynamic panel data models. Journal of Econometrics, 87(1), 115-143. https://doi.org/10.1016/S0304-4076(98)00009-8
[20] Boyd,J.H., Levine, R. & Smith, B.D. (2001). The impact of inflation on financial sector performance. Journal of Monetary Economics, 47(2), 221-248. https://doi.org/10.1016/S0304-3932(01)00049-6
[21] Bruhn, M. & Love, I. (2014). The real impact of improved access to finance: Evidence from Mexico. The Journal of Finance, 69(3), 1347-1376. https://doi.org/10.1111/jofi.12091
[22] Buera, F. J., Kaboski, J. P. & Shin, Y. (2011). Finance and development: A tale of two sectors. American Economic Review, 101(5), 1964-2002. https://doi.org/10.1257/aer.101.5.1964
[23] Burgess, R., Pande, R. & Wong, G. (2005). Banking for the poor: Evidence from India. Journal of the European Economic Association, 3(2-3), 268-278. https://doi.org/10.1162/jeea.2005.3.2-3.268
[24] Chaia, A., Dalal, A., Goland, T., Gonzalez, M. J., Morduch, J. & Schiff, R. (2013). Half the world is unbanked, Banking the world: Empirical foundations of financial inclusion, MIT Press, Cambridge.
https://doi.org/10.7551/mitpress/9517.003.0003
[25]Chibba,M.(2009).Financial inclusion, poverty reduction and the millennium development goals. The European Journal of Development Research, 21(2), 213-230. https://doi.org/10.1057/ejdr.2008.17
[26] Chodorow-Reich, G. (2013). The employment effects of credit market disruptions: Firm-level evidence from the 2008–9 financial crisis. The Quarterly Journal of Economics, 129(1), 1-59.
https://doi.org/10.1093/ qje/qjt031
[27] Claessens, S. & Perotti, E. (2007). Finance and inequality: Channels and evidence, Journal of Comparative Economics, 35(4), 748-773. https://doi.org/10.1016/j.jce.2007.07.002
[28] Cohen, M. & Nelson, C. (2011). Financial literacy: A step for clients towards financial inclusion, in Global Microcredit Summit, Valladolid, Spain, pp. 14-17.
[29] Cottarelli, C., Dell’Ariccia, G. & Vladkova-Hollar, I. (2005). Early birds, late risers, and sleeping beauties: Bank credit growth to the private sector in Central and Eastern Europe and in the Balkans. Journal of Banking & Finance, 29(1), 83-104. https://doi.org/10.1016/j.jbankfin.2004.06.017
[30] Cull, R., Ehrbeck, T. & Holle, N. (2014). Financial inclusion and development: Recent impact evidence. The World Bank, World Bank policy research working paper No. 88169, pp. 1-12.
[31] Demirgüç-Kunt, A., Beck, T. & Honohan, P. (2008). Finance for All? Polices and Pitfalls in Expanding Access. The World Bank, Washington.
[32] Demirgüç-Kunt, A. & Klapper, L. (2012a). Measuring financial inclusion: The global findex database. World Bank Policy Research Working Paper No. 6025.
[33] 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, 1, 279-340.
[34] Demirgüç-Kunt, A. & Klapper, L. F. (2012b). Financial inclusion in Africa: an overview. World Bank Policy Pesearch Working Paper No. 6088.
[35] Demirgüç-Kunt, A., Klapper, L. F. & Singer, D. (2013). Financial inclusion and legal discrimination against women: evidence from developing countries. World Bank Policy Research Working Paper No. 6416.
[36] Demirgüç-Kunt, A., Klapper, L. F., Singer, D. & Van Oudheusden, P. (2015). The global findex database 2014: Measuring financial inclusion around the world. World Bank Policy Research Working Paper No. 7255.
[37] Demirgüç-Kunt, A. & Levine, R. (2009). Finance and inequality: Theory and evidence. Annual Review of Financial Economics, 1(1), 287-318. https://doi.org/10.1146/annurev.financial.050808.114334
[38] Demirgüç-Kunt, A. & Singer, D. (2017). Financial inclusion and inclusive growth: a review of recent empirical evidence, The World Bank, World Bank policy research working paper No. 8040.
[39] Emara, N. & Kasa, H. (2021). The non-linear relationship between financial access and domestic savings: The case of emerging markets. Applied Economics, 53(3), 345-363.
https://doi.org/10.1080/00036846.2020. 1808174
[40] Friedline, T. (2012). Predicting children's savings: The role of parents' savings for transferring financial advantage and opportunities for financial inclusion. Children and Youth Services Review, 34(1), 144-154. https://doi.org/10.1016/j.childyouth.2011.09.010
[41] Fuller, D. & Mellor, M. (2008). Banking for the poor: addressing the needs of financially excluded communities in Newcastle upon Tyne. Urban Studies, 45(7), 1505-1524.
https://doi.org/10.1177/0042098008090686
[42] Galor, O. & Moav, O. (2004). From physical to human capital accumulation: Inequality and the process of development. The Review of Economic Studies, 71(4),1001-1026.
https://doi.org/10.1111/0034-6527.00312
[43] Galor, O. & Zeira, J. (1993). Income distribution and macroeconomics, The Review of Economic Studies, 60(1), 35-52. https://doi.org/10.2307/2297811
[44] Giné, X. & Townsend, R. M. (2004). Evaluation of financial liberalization: a general equilibrium model with constrained occupation choice. Journal of Development Economics, 74(2), 269-307.
https://doi.org/10.4324/ 9780203005804
[45] Giuliano, P. & Ruiz-Arranz, M. (2009). Remittances, financial development, and growth. Journal of Development Economics, 90(1), 144-152. https://doi.org/10.1016/j.jdeveco.2008.10.005
[46] Green, C. J., Kirkpatrick, C. H. & Murinde, V. (2006). Finance for small enterprise growth and poverty reduction in developing countries. Journal of International Development, 18(7), 1017-1030.
https://doi.org/10.1002/ jid.1334
[47] Honohan, P. (2004).Financial development, growth and poverty: how close are the links?Financial Development and Economic Growth, Springer,pp.1-37. https://doi.org/10.1057/9780230374270_1
[48] Honohan, P. & Beck, T. (2007). Making finance work for Africa, The World Bank, Washington.
[49] Honohan, P. & King, M. (2012). Cause and effect of financial access: cross-country evidence from the Finscope surveys, The Institute for International Integration Studies, The Institute for International Integration Studies, Discussion Paper No. 399.
[50] Imai, K. S., Arun, T. & Annim, S. K. (2010). Microfinance and household poverty reduction: New evidence from India. World Development, 38(12), 1760-1774.
https://doi.org/10.1016/j.worlddev.2010.04.006
[51] James, M., Susan, L., Marc, S., Olivia, W. & Chris, B. (2016). Digital Finance for All: Powering Inclusive Growth in Emerging Economies, McKinsey Global Institute.
[52] Johnston Jr., D. & Morduch, J. (2008). The unbanked: evidence from Indonesia. The World Bank Economic Review, 22(3), 517-537. https://doi.org/10.1093/wber/lhn016
[53] Karlan, D. & Morduch, J. (2010). Access to Finance, Handbook of Development Economics, Elsevier, Oxford, pp. 4703-4784. https://doi.org/10.1016/B978-0-444-52944-2.00009-4
[54] Kumar, N. (2013). Financial inclusion and its determinants: evidence from India. Journal of Financial Economic Policy, 5(1), 4-19. https://doi.org/10.1108/17576381311317754
[55] Laha, A., Kuri, D. & Kumar, P. (2011). Determinants of financial inclusion: A study of some selected districts of West Bengal, India. Indian Journal of Finance, 5(8), 29-36.
[56] Levine, R. (2005). Finance and Growth: Theory and Evidence, Handbook of Economic Growth. Elsevier, Amsterdam, pp. 865-934. https://doi.org/10.1016/S1574-0684(05)01012-9
[57] Liddle, B. & Messinis, G. (2015). Which comes first–urbanization or economic growth? Evidence from heterogeneous panel causality tests. Applied Economics Letters, 22(5), 349-355.
https://doi.org/10.1080/ 13504851.2014.943877
[58] Mbutor, M. O. & Uba, I. A. (2013). The impact of financial inclusion on monetary policy in Nigeria. Journal of Economics and International Finance, 5(8), 318. https://doi.org/10.5897/JEIF2013.0541
[59] Mehrotra, A. & Yetman, J. (2015). Financial inclusion-issues for central banks. BIS Quarterly Review, 1(1), 83-96.
[60] Mookerjee, R. & Kalipioni, P. (2010). Availability of financial services and income inequality: The evidence from many countries. Emerging Markets Review, 11(4), 404-408.
https://doi.org/10.1016/j.ememar. 2010.07.001
[61] Odhiambo, N. M. (2009). Finance-growth-poverty nexus in South Africa: A dynamic causality linkage. The Journal of Socio-Economics, 38(2), 320-325. https://doi.org/10.1016/j.socec.2008.12.006
[62] Pena, X., Hoyo, C. and Tuesta, D. (2014). Determinants of financial inclusion in Mexico based on the 2012 National Financial Inclusion Survey (ENIF). BBVA Research Working Paper No. 14/15.
[63] Porteous, D. (2006). The enabling environment for mobile banking in Africa, Department for International Development.
[64] Reena, A., Demirguç-Kunt, A. & Peria, M. S. M. (2006). Do Workers’ Remittances Promote Financial Development? World Bank Policy Research Working Paper No. 3957.
[65] Roy, M.-A. & Wheeler,D.(2006).A survey of micro-enterprise in urban West Africa: drivers shaping the sector. Development in Practice,16(5),452-464. https://doi.org/10.1080/09614520600792432
[66] Sahay, R., Čihák, M., N'Diaye, P. & Barajas, A. (2015). Rethinking financial deepening: Stability and growth in emerging markets. Revista de Economía Institucional, 17(33), 73-107.
[67] Sarma, M. & Pais, J. (2011). Financial inclusion and development. Journal of International Development,23(5), 613-628. https://doi.org/10.1002/jid.1698
[68] Shahbaz, M. & Islam, F. (2011). Financial development and income inequality in Pakistan: An application of ARDL approach. Journal of Economic Development, 36(1), 35.
[69] Shan, J. (2005). Does financial development ‘lead' economic growth? A vector auto-regression appraisal. Applied Economics, 37(12), 1353-1367. https://doi.org/10.1080/00036840500118762
[70] Shan, J. & Jianhong, Q. (2006). Does Financial DevelopmentLead'Economic Growth? The Case of China. Annals of Economics and Finance, 7(1), 197.
[71] Sharma, A. & Kukreja, S. (2013). An analytical study: Relevance of financial inclusion for developing nations. International Journal of Engineering and Science, 2(6), 15-20.
[72] Siddik, M. N. A., Sun, G. & Kabiraj, S. (2015). Financial inclusion and its determinants: A study of Bangladesh. Indian Journal of Finance, 9(6), 7-29. https://doi.org/10.17010/ijf/2015/v9i6/70988
[73] Singh, K. & Singh Kondan, A. (2011). Financial Inclusion, Development And Its Determinants: An Empirical Evidence of Indian States. Asian Economic Review, 53(1), 115.
[74] Wooldridge, J. M. (2015). Introductory Econometrics: A Modern Approach, Cengage learning, London.
[75] Zins, A. & Weill, L. (2016). The determinants of financial inclusion in Africa. Review of Development Finance, 6(1), 46-57. https://doi.org/10.1016/j.rdf.2016.05.001