Financial inclusion, remittances and household consumption in sub-Saharan Africa: Evidence from the application of an endogenous threshold dynamic panel model
DOI:
https://doi.org/10.18559/ebr.2025.2.1969Keywords:
household consumption expenditures, sub-Saharan Africa, financial inclusion, remittancesAbstract
This paper examines the effect of financial inclusion on per capita household consumption expenditures in sub-Saharan Africa. It uses data from 28 countries over the period 2004-2022 and an endogenous threshold dynamic panel model for econometric estimations. The study finds evidence of asymmetric effects of financial inclusion on household consumption expenditures in the region. There exists a remittances threshold that varies between 2.6% and 6.5% of an average sub-Saharan African country’s GDP below which, financial inclusion increases per capita household consumption expenditures. However, above that threshold, financial inclusion does not contribute to improving household welfare in the region. Therefore, given that the effect of financial inclusion increases with liquidity constraints, policies that target a better allocation of remittances received would amplify the effect of financial inclusion on household consumption.
JEL Classification
Financial Institutions and Services (G2)
Measurement and Analysis of Poverty (I32)
Macroeconomic Analyses of Economic Development (O11)
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Abor, J. Y., Amidu, M., & Issahaku, H. (2018). Mobile telephony, financial inclusion and inclusive growth. Journal of African Business, 19(3), 430–453.
View in Google Scholar
DOI: https://doi.org/10.1080/15228916.2017.1419332
Acosta, P., Calderon, C., Fajnzylber, P., & Lopez, H. (2008). What is the impact of international remittances on poverty and inequality in Latin America? World Development, 36(1), 89–114.
View in Google Scholar
DOI: https://doi.org/10.1016/j.worlddev.2007.02.016
Adams, J. R. H., & Cuecuecha, A. (2013). The impact of remittances on investment and poverty in Ghana. World Development, 50, 24–40.
View in Google Scholar
DOI: https://doi.org/10.1016/j.worlddev.2013.04.009
Aggarwal, R., Demirgüç-Kunt, A., & Pería, M. S. M. (2011). Do remittances promote financial development? Journal of Development Economics, 96(2), 255–264.
View in Google Scholar
DOI: https://doi.org/10.1016/j.jdeveco.2010.10.005
Ajefu, J. B., & Ogebe, J. O. (2019). Migrant remittances and financial inclusion among households in Nigeria. Oxford Development Studies, 47(3), 319–335.
View in Google Scholar
DOI: https://doi.org/10.1080/13600818.2019.1575349
Ajefu, J. B., & Ogebe, J. O. (2021). The effects of international remittances on expenditure patterns of the left‐behind households in sub‐Saharan Africa. Review of Development Economics, 25(1), 405–429.
View in Google Scholar
DOI: https://doi.org/10.1111/rode.12721
Allen, F., Carletti, E., Cull, R., Qian, J. Q., Senbet, L., & Valenzuela, P. (2014). The African financial development and financial inclusion gaps. Journal of African Economies, 23(5), 614–642.
View in Google Scholar
DOI: https://doi.org/10.1093/jae/eju015
Ambrosius, C., & Cuecuecha, A. (2013). Are remittances a substitute for credit? Carrying the financial burden of health shocks in national and transnational households. World Development, 46, 143–152.
View in Google Scholar
DOI: https://doi.org/10.1016/j.worlddev.2013.01.032
Anderson, E., d’Orey, M. A. J., Duvendack, M., & Esposito, L. (2018). Does government spending affect income poverty? A meta-regression analysis. World Development, 103, 60–71.
View in Google Scholar
DOI: https://doi.org/10.1016/j.worlddev.2017.10.006
Anetor, F. O., Esho, E., & Verhoef, G. (2020). The impact of foreign direct investment, foreign aid and trade on poverty reduction: Evidence from sub-Saharan African countries. Cogent Economics & Finance, 8(1), 1737347.
View in Google Scholar
DOI: https://doi.org/10.1080/23322039.2020.1737347
Anzoategui, D., Demirgüç-Kunt, A., & Martínez Pería, M. S. (2011). Remittances and financial inclusion: Evidence from El Salvador. World Development, 54, 338–349.
View in Google Scholar
DOI: https://doi.org/10.1016/j.worlddev.2013.10.006
Askarov, Z., & Doucouliagos, H. (2020). A meta-analysis of the effects of remittances on household education expenditure. World Development, 129, 104860.
View in Google Scholar
DOI: https://doi.org/10.1016/j.worlddev.2019.104860
Banerjee, A. V., Breza, E., Duflo, E., & Kinnan, C. (2017). Do credit constraints limit entrepreneurship? Heterogeneity in the returns to microfinance. Global Poverty Research Lab Working Paper, 17/104. https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3126359
View in Google Scholar
DOI: https://doi.org/10.2139/ssrn.3126359
Barajas, A., Chami, R., Fullenkamp, C., Gapen, M., & Montiel, P. J. (2009). Do workers’ remittances promote economic growth? International Monetary Fund.
View in Google Scholar
Bari, M. A., Khan, G. D., Khuram, M. A., Islam, M. J., & Yoshida, Y. (2024). Financial inclusion and expenditure patterns: Insights from slum households in Bangladesh. Cogent Economics & Finance, 12(1), 2312364.
View in Google Scholar
DOI: https://doi.org/10.1080/23322039.2024.2312364
Beck, T., Demirgüç-Kunt, A., & Peria, M. S. M. (2007). Reaching out: access to and use of banking services across countries. Journal of Financial Economics, 85(1), 234–266.
View in Google Scholar
DOI: https://doi.org/10.1016/j.jfineco.2006.07.002
Beck, T., Levine, R., & Loayza, N. (2000). Finance and the sources of growth. Journal of Financial Economics, 58(1–2), 261-300.
View in Google Scholar
DOI: https://doi.org/10.1016/S0304-405X(00)00072-6
Beegle, K., De Weerdt, J., Friedman, J., & Gibson, J. (2012). Methods of household consumption measurement through surveys: Experimental results from Tanzania. Journal of Development Economics, 98(1), 3–18.
View in Google Scholar
DOI: https://doi.org/10.1016/j.jdeveco.2011.11.001
Bofondi, M., & Gobbi, G. (2006). Informational barriers to entry into credit markets. Review of Finance, 10(1), 39–67.
View in Google Scholar
DOI: https://doi.org/10.1007/s10679-006-6978-2
Bolarinwa, S. T., & Simatele, M. (2023). What levels of informality tackle poverty in Africa? Evidence from dynamic panel threshold analysis. African Journal of Economic and Management Studies, 15(1), 60–72.
View in Google Scholar
DOI: https://doi.org/10.1108/AJEMS-07-2022-0279
Brevoort, K. P., & Hannan, T. H. (2006). Commercial lending and distance: Evidence from Community Reinvestment Act data. Journal of Money, Credit and Banking, 38(8), 1991–2012.
View in Google Scholar
DOI: https://doi.org/10.1353/mcb.2007.0000
Brown, R. P., & Carmignani, F. (2015). Revisiting the effects of remittances on bank credit: A macro perspective. Scottish Journal of Political Economy, 62(5), 454–485.
View in Google Scholar
DOI: https://doi.org/10.1111/sjpe.12086
Burgess, R., & Pande, R. (2005). Do rural banks matter? Evidence from the Indian social banking experiment. American Economic Review, 95(3), 780–795.
View in Google Scholar
DOI: https://doi.org/10.1257/0002828054201242
Caner, M., & Hansen, B. E. (2004). Instrumental variable estimation of a threshold model. Econometric Theory, 20(5), 813–843.
View in Google Scholar
DOI: https://doi.org/10.1017/S0266466604205011
Cepparulo, A., Cuestas, J. C., & Intartaglia, M. (2017). Financial development, institutions, and poverty alleviation: An empirical analysis. Applied Economics, 49(36), 3611–3622.
View in Google Scholar
DOI: https://doi.org/10.1080/00036846.2016.1265074
Chakrabarty, M., & Mukherjee, S. (2022). Financial inclusion and household welfare: An entropy-based consumption diversification approach. The European Journal of Development Research, 34(3), 1486-1521
View in Google Scholar
DOI: https://doi.org/10.1057/s41287-021-00431-y
Cole, S., Giné, X., & Vickery, J. (2017). How does risk management influence production decisions? Evidence from a field experiment. The Review of Financial Studies, 30(6), 1935–1970.
View in Google Scholar
DOI: https://doi.org/10.1093/rfs/hhw080
Combes, J. L., & Ebeke, C. (2011). Remittances and household consumption instability in developing countries. World Development, 39(7), 1076–1089.
View in Google Scholar
DOI: https://doi.org/10.1016/j.worlddev.2010.10.006
Combes, J. L., Ebeke, C. H., Maurel, M., & Yogo, T. U. (2014). Remittances and working poverty. The Journal of Development Studies, 50(10), 1348–1361.
View in Google Scholar
DOI: https://doi.org/10.1080/00220388.2014.940912
Corcoran, M., & Hill, M. S. (1980). Unemployment and poverty. Social Service Review, 54(3), 407–413.
View in Google Scholar
DOI: https://doi.org/10.1086/643847
Degryse, H., & Ongena, S. (2005). Distance, lending relationships, and competition. The Journal of Finance, 60(1), 231–266.
View in Google Scholar
DOI: https://doi.org/10.1111/j.1540-6261.2005.00729.x
Demirgüç-Kunt, A., Córdova, E. L., Pería, M. S. M., & Woodruff, C. (2011). Remittances and banking sector breadth and depth: Evidence from Mexico. Journal of Development Economics, 95(2), 229–241.
View in Google Scholar
DOI: https://doi.org/10.1016/j.jdeveco.2010.04.002
Demirgüç-Kunt, A., & Levine, R. (2009). Finance and inequality: Theory and evidence. Annual Review of Financial Economics, 1(1), 287–318.
View in Google Scholar
DOI: https://doi.org/10.1146/annurev.financial.050808.114334
Dhrifi, A. (2015). Financial development and the Growth-Inequality-Poverty triangle. Journal of the Knowledge Economy, 6(4), 1163–1176.
View in Google Scholar
DOI: https://doi.org/10.1007/s13132-014-0200-0
Dollar, D., & Kraay, A. (2002). Growth is good for the poor. Journal of Economic Growth, 7(3), 195–225.
View in Google Scholar
DOI: https://doi.org/10.1023/A:1020139631000
Dollar, D., & Kraay, A. (2004). Trade, growth, and poverty. The Economic Journal, 114(493), F22–F49.
View in Google Scholar
DOI: https://doi.org/10.1111/j.0013-0133.2004.00186.x
Dupas, P., Karlan, D., Robinson, J., & Ubfal, D. (2018). Banking the unbanked? Evidence from three countries. American Economic Journal: Applied Economics, 10(2), 257– 297.
View in Google Scholar
DOI: https://doi.org/10.1257/app.20160597
Dupas, P., & Robinson, J. (2013). Savings constraints and microenterprise development: Evidence from a field experiment in Kenya. American Economic Journal: Applied Economics, 5(1), 163–192.
View in Google Scholar
DOI: https://doi.org/10.1257/app.5.1.163
Easterly, W., & Fischer, S. (2001). Inflation and the poor. Journal of Money, Credit and Banking, 33(2), 160–178.
View in Google Scholar
DOI: https://doi.org/10.2307/2673879
GFDD. (2022). Global Financial Development Database. World Bank. https://www.worldbank.org/en/publication/gfdr/gfdr-2016/data/global-financial-development-database
View in Google Scholar
Global Findex. (2021). ). The Global Findex Database 2021: Financial inclusion, digital payments, and resilience in the age of COVID-19. World Bank https://www.worldbank.org/en/publication/globalfindex#sec3
View in Google Scholar
Gobbi, G., & Zizza, R. (2012). Does the underground economy hold back financial deepening? Evidence from the Italian credit market. Journal of Applied Economics, 31(1), 1–29. https://economiamarche.univpm.it/index.php/em/article/view/16/11
View in Google Scholar
González, A., Teräsvirta, T., & van Dijk, D. (2004). Panel smooth transition regression model and an application to investment under credit constraints [unpublished manuscript]. Stockholm School of Economics.
View in Google Scholar
DOI: https://doi.org/10.1017/CBO9780511606885.007
Greenwood, J., & Jovanovic, B. (1990). Financial development, growth, and the distribution of income. Journal of Political Economy, 98(5, Part 1), 1076–1107.
View in Google Scholar
DOI: https://doi.org/10.1086/261720
Hansen, B. (1999). Threshold effects in non-dynamic panels: Estimation, testing, and inference. Journal of Econometrics, 93(2), 345–368.
View in Google Scholar
DOI: https://doi.org/10.1016/S0304-4076(99)00025-1
Inoue, T. (2018). Financial development, remittances, and poverty reduction: Empirical evidence from a macroeconomic viewpoint. Journal of Economics and Business, 96, 59–68.
View in Google Scholar
DOI: https://doi.org/10.1016/j.jeconbus.2017.12.001
Inoue, T., & Hamori, S. (2012). How has financial deepening affected poverty reduction in India? Empirical analysis using state-level panel data. Applied Financial Economics, 22(5), 395–408.
View in Google Scholar
DOI: https://doi.org/10.1080/09603107.2011.613764
Jalilian, H., & Kirkpatrick, C. (2005). Does financial development contribute to poverty reduction? Journal of Development Studies, 41(4), 636–656.
View in Google Scholar
DOI: https://doi.org/10.1080/00220380500092754
Kiendrebeogo, Y., & Minea, A. (2013). Accès aux services financiers et réduction de la pauvreté dans les PED. Revue Économique, 64(3), 483–493.
View in Google Scholar
DOI: https://doi.org/10.3917/reco.643.0483
Kremer, S., Bick, A., & Nautz, D. (2013). Inflation and growth: New evidence from a dynamic panel threshold analysis. Empirical Economics, 44(2), 861–878
View in Google Scholar
DOI: https://doi.org/10.1007/s00181-012-0553-9
Le Goff, M., & Singh, R. J. (2014). Does trade reduce poverty? A view from Africa. Journal of African Trade, 1(1), 5–14.
View in Google Scholar
DOI: https://doi.org/10.1016/j.joat.2014.06.001
McKinnon, R. I. (1973). Money and capital in economic development. Brookings Institution.
View in Google Scholar
Meyer, B. D., & Sullivan, J. X. (2011). Further results on measuring the well‐being of the poor using income and consumption. Canadian Journal of Economics / Revue Canadienne d’Économique, 44(1), 52–87.
View in Google Scholar
DOI: https://doi.org/10.1111/j.1540-5982.2010.01623.x
Mwangi, I., & Atieno, R. (2018). Impact of financial inclusion on consumption expenditure in Kenya. International Journal of Economics and Finance, 10(5), 114–128.
View in Google Scholar
DOI: https://doi.org/10.5539/ijef.v10n5p114
Nsiah, A. Y., Yusif, H., Tweneboah, G., Agyei, K., & Baidoo, S. T. (2021). The effect of financial inclusion on poverty reduction in sub-Sahara Africa: Does threshold matter? Cogent Social Sciences, 7(1), 1903138.
View in Google Scholar
DOI: https://doi.org/10.1080/23311886.2021.1903138
Ochi, A., Saidi, Y., & Labidi, M. A. (2023). Nonlinear threshold effect of governance quality on poverty reduction in South Asia and sub-Saharan Africa: A dynamic panel threshold specification. Journal of the Knowledge Economy, 15, 4239–4264.
View in Google Scholar
DOI: https://doi.org/10.1007/s13132-023-01271-3
Okunade, S. O. (2022). Institutional threshold in the nexus between financial openness and TFP in Africa: A dynamic panel analysis. Social Sciences & Humanities Open, 5(1), 100245.
View in Google Scholar
DOI: https://doi.org/10.1016/j.ssaho.2021.100245
Otchere, I., Senbet, L., & Simbanegavi, W. (2017). Financial sector development in Africa-an overview. Review of Development Finance, 7(1), 1–5.
View in Google Scholar
DOI: https://doi.org/10.1016/j.rdf.2017.04.002
Quartey, P. (2008). Financial sector development, savings mobilization and poverty reduction in Ghana. In B. Guha-Khasnobis & G. Mavrotas (Eds.), Financial development, institutions, growth and poverty reduction (pp. 87–119). Springer
View in Google Scholar
DOI: https://doi.org/10.1057/9780230594029_5
Ramcharran, H. (2020). Analyzing the impact of workers’ remittances on household consumption in Latin American and Caribbean Countries. Journal of Economics and Finance, 44(1), 59–77.
View in Google Scholar
DOI: https://doi.org/10.1007/s12197-019-9468-z
Ratha, D. K., De, S., Kim, E. J., Plaza, S., Seshan, G. K., Shaw, W., & Yameogo, N. D. (2019). Leveraging economic migration for development: A briefing for the World Bank Board. http://documents.worldbank.org/curated/en/461021574155945177
View in Google Scholar
Ratha, D. K., De, S., Schuettler, K., Seshan, G. K., & Yameogo, N. D. (2018). Migration and remittances: Recent developments and outlook-transit migration. World Bank Group.
View in Google Scholar
Ravallion, M., & Datt, G. (2002). Why has economic growth been more pro-poor in some states of India than others? Journal of Development Economics, 68(2), 381– 400.
View in Google Scholar
DOI: https://doi.org/10.1016/S0304-3878(02)00018-4
Regmi, A., & Meade, B. (2013). Demand side drivers of global food security. Global Food Security, 2(3), 166–171.
View in Google Scholar
DOI: https://doi.org/10.1016/j.gfs.2013.08.001
Sehrawat, M., & Giri, A. (2016). Financial development, poverty and rural-urban income inequality: Evidence from South Asian countries. Quality and Quantity, 50(2), 577–590.
View in Google Scholar
DOI: https://doi.org/10.1007/s11135-015-0164-6
Seo, M. H., & Shin, Y. (2016). Dynamic panels with threshold effect and endogeneity. Journal of Econometrics, 195(2), 169–186.
View in Google Scholar
DOI: https://doi.org/10.1016/j.jeconom.2016.03.005
Shaw, E. S. (1973). Financial deepening in economic development. The Journal of Finance, 29(4), 1345–1348.
View in Google Scholar
DOI: https://doi.org/10.2307/2978421
Stiglitz, J. E. (1998). The role of the state in financial markets. The World Bank Economic Review, 7(1), 19–52.
View in Google Scholar
DOI: https://doi.org/10.1093/wber/7.suppl_1.19
Uddin, G. S., Shahbaz, M., Arouri, M., & Teulon, F. (2014). Financial development and poverty reduction nexus: A cointegration and causality analysis in Bangladesh. Economic Modelling, 36, 405–412.
View in Google Scholar
DOI: https://doi.org/10.1016/j.econmod.2013.09.049
World Bank. (1990). World development report: Poverty. World Bank Group.
View in Google Scholar
DOI: https://doi.org/10.1596/978-0-1952-0851-1
World Bank. (2018). Poverty and shared prosperity 2018: Piecing together the poverty puzzle. https://www.worldbank.org/en/publication/poverty-and-shared-prosperity-2018
View in Google Scholar
World Bank. (2020). World Development Indicators. https://databank.worldbank.org/source/world-development-indicators
View in Google Scholar
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