The Link Between Financial Development and Poverty: A Spatial Analysis of Indonesia

Nugroho Saputro, Linggar Ikhsan Nugroho, Putra Pamungkas, Eka Dyah Pramusinta

Abstract


Research Originality: This research is original in its examination of the spatial influence of financial development on poverty in Indonesia.

Research Objectives: This study investigates the impact of financial development on poverty reduction in Indonesia.

Research Methods: This study employs a spatial econometric approach, analyzing data from 2016 to 2021. Key variables include credit-to-GDP ratio, third-party funding-to-GDP ratio, government spending, the human development index, and deposits-to-GDP ratio.

Empirical Results: The findings reveal significant spatial dependence in poverty across Indonesian regions. The credit-to-GDP ratio did not significantly reduce poverty, whereas the third-party funding-to-GDP ratio showed a positive and significant effect on poverty reduction. Government spending, the human development index, and the deposits-to-GDP ratio contributed to poverty alleviation.

Implications: These results suggest that Indonesia's financial sector development has not effectively reduced poverty. Policymakers should focus on targeted financial reforms, regional coordination, and improving socio-economic factors to enhance poverty reduction efforts.

JEL Classification: C31, G21, I32, O18


Keywords


spatial econometrics; financial development; poverty; regional interdependence

References


Abosedra, S., Shahbaz, M., & Nawaz, K. (2016). Modeling Causality Between Financial Deepening and Poverty Reduction in Egypt. Social Indicators Research, 126(3), 955–969.

Acheampong, A. O. (2019). Modelling for Insight: Does Financial Development Improve Environmental Quality? Energy Economics, 83, 156–179. https://doi.org/10.1016/j.eneco.2019.06.025.

Acheampong, A. O., Appiah-Otoo, I., Dzator, J., & Agyemang, K. K. (2021). Remittances, Financial Development and Poverty Reduction in Sub-Saharan Africa: Implications for Post-COVID-19 Macroeconomic Policies. Journal of Policy Modeling, 43(6), 1365–1387. https://doi.org/10.1016/j.jpolmod.2021.09.005.

Akhter, S., & Daly, K. J. (2009). Finance and Poverty: Evidence from Fixed Effect Vector Decomposition. Emerging Markets Review, 10(3), 191–206. https://doi.org/10.1016/j.ememar.2009.02.005.

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. https://doi.org/10.1016/j.worlddev.2017.10.006.

Appiah-Otoo, I., Chen, X., Song, N., & Dumor, K. (2022). Financial Development, Institutional Improvement, Poverty Reduction: The Multiple Challenges in West Africa. Journal of Policy Modeling, 44(6), 1296–1312.

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.

Cepparulo, A., Cuestas, J. C., & Intartaglia, M. (2017). Financial Development, Institutions, and Poverty Alleviation: an Empirical Analysis. Applied Economics, 49(36), 3611–3622. https://doi.org/10.1080/00036846.2016.1265074.

Daimon, T. (1998). The Spatial Dimension of Welfare and Poverty: Lessons from a Regional Targeting Programme in Indonesia. Asian Economic Journal, 15(4), 345–367.

Dartanto, T. (2022). Natural Disasters, Mitigation and Household Welfare in Indonesia: Evidence from a Large-scale Longitudinal Survey. Cogent Economics and Finance, 10(1), 2037250. https://doi.org/10.1080/23322039.2022.2037250.

Deng, Q., Li, E., & Zhang, P. (2020). Livelihood Sustainability and Dynamic Mechanisms of Rural Households Out of Poverty: An Empirical Analysis of Hua County, Henan Province, China. Habitat International, 99, 102160.

Donou-Adonsou, F., & Sylwester, K. (2016). Financial Development and Poverty Reduction in Developing Countries: New Evidence from Banks and Microfinance Institutions. Review of Development Finance, 6(1), 82–90. https://doi.org/10.1016/j.rdf.2016.06.002.

Erlando, A., Riyanto, F. D., & Masakazu, S. (2020). Financial Inclusion, Economic Growth, and Poverty Alleviation: Evidence from Eastern Indonesia. Heliyon, 6(10), e05235.

Fahad, S., Nguyen-Thi-Lan, H., Nguyen-Manh, D., Tran-Duc, H., & To-The, N. (2022). Analyzing the Status of Multidimensional Poverty of Rural Households by Using Sustainable Livelihood Framework: Policy Implications for Economic Growth. Environmental Science and Pollution Research, 30, 16106-16119.

Fitriadi, F., Jiuhardi, J., Busari, A., Ulfah, Y., Hakim, Y. P., Erwin Kurniawan, A., & Darma, D. C. (2022). Using Correlation to Explore the Impact of Corona Virus Disease on Socioeconomics. Emerging Science Journal, 6, 165–180.

Gibson, J., & Olivia, S. (2020). Direct and Indirect Effects of Covid-19 On Life Expectancy and Poverty in Indonesia. Bulletin of Indonesian Economic Studies, 56(3), 325–344.

Honohan, P. (2004). Financial Development, Growth and Poverty: How Close are the Links? World Bank Policy Research Working Paper No. 3203.

Jalilian, H., & Kirkpatrick, C. (2002). Financial Development and Poverty Reduction in Developing Countries. International Journal of Finance and Economics, 7(2), 97–108.

Jalilian, H., & Kirkpatrick, C. (2005). Does Financial Development Contribute to Poverty Reduction? Journal of Development Studies, 41(4), 636–656.

Kaidi, N., Mensi, S., & Ben Amor, M. (2019). Financial Development, Institutional Quality and Poverty Reduction: Worldwide Evidence. Social Indicators Research, 141, (1), 131–156. https://doi.org/10.1007/s11205-018-1836-0.

Kiendrebeogo, Y., & Minea, A. (2016). Financial Development and Poverty: Evidence from the CFA Franc Zone. Applied Economics, 48(56), 5421–5436.

Liu, W., Li, J., & Zhao, R. (2023). The Effects of Rural Education on Poverty in China: A Spatial Econometric Perspective. Journal of the Asia Pacific Economy, 28(1), 176–198. https://doi.org/10.1080/13547860.2021.1877240.

Liu, Y., & Xu, Y. (2016). A Geographic Identification of Multidimensional Poverty in Rural China Under the Framework of Sustainable Livelihoods Analysis. Applied Geography, 73, 62–76. https://doi.org/10.1016/j.apgeog.2016.06.004.

Miranti, R. C. (2021). Is Regional Poverty Converging Across Indonesian Districts? A Distribution Dynamics and Spatial Econometric Approach. Asia-Pacific Journal of Regional Science, 5(3), 851–883. https://doi.org/10.1007/s41685-021-00199-3.

Moran, P. A. P. (1950). Notes on Continuous Stochastic Phenomena. Biometrika, 37(1), 17–23. https://doi.org/https://doi.org/10.2307/2332142.

Nanga, M., Fitrinika HW, E., Rahayuningsih, D., Dinayanti, E., Aulia, F. M., Rismalasari, M., Hafid, M., Wahyu, R., Putra, R. R., Kartika, V., & Widaryatmo. (2018). Analisis Wilayah dengan Kemiskinan Tinggi. Kedeputian Bidang Kependudukan dan Ketenagakerjaan Kementrian PPN/Bappenas.

Nugroho, A., Amir, H., Maududy, I., & Marlina, I. (2021). Poverty Eradication Programs in Indonesia: Progress, Challenges and Reforms. Journal of Policy Modeling, 43(6), 1204–1224. https://doi.org/10.1016/j.jpolmod.2021.05.002.

Odhiambo, N. M. (2009). Finance-Growth-Poverty Nexus in South Africa: A Dynamic Causality Linkage. Journal of Socio-Economics, 38(2), 320–325.

Odhiambo, N. M. (2010). Is Financial Development a Spur to Poverty Reduction? Kenya’s Experience. Journal of Economic Studies, 37(3), 343–353.

Olivia, S., Gibson, J., & Nasrudin, R. (2020). Indonesia in the Time of Covid-19. Bulletin of Indonesian Economic Studies, 56(2), 143–174.

Rewilak, J. (2017). The Role of Financial Development in Poverty Reduction. Review of Development Finance, 7(2), 169–176. https://doi.org/10.1016/j.rdf.2017.10.001.

Sehrawat, M., & Giri, A. K. (2016). Financial Development, Poverty and Rural-Urban Income Inequality: Evidence from South Asian Countries. Quality and Quantity, 50(2), 577–590. https://doi.org/10.1007/s11135-015-0164-6.

Skoufias, E., Tiwari, S., & Zaman, H. (2012). Crises, Food Prices, and the Income Elasticity of Micronutrients: Estimates from Indonesia. World Bank Economic Review, 26(3), 415–442. https://doi.org/10.1093/wber/lhr054.

Sparrow, R., Dartanto, T., & Hartwig, R. (2020). Indonesia Under the New Normal: Challenges and the Way Ahead. Bulletin of Indonesian Economic Studies, 56(3), 269–299.

Su, F., Song, N., Ma, N., Sultanaliev, A., Ma, J., Xue, B., & Fahad, S. (2021). An Assessment of Poverty Alleviation Measures and Sustainable Livelihood Capability of Farm Households in Rural China: A Sustainable Livelihood Approach. Agriculture, 11(12).

Suryahadi, A., Al Izzati, R., & Suryadarma, D. (2020). Estimating the Impact of Covid-19 on Poverty in Indonesia. Bulletin of Indonesian Economic Studies, 175–192.

Suryahadi, A., Hadiwidjaja, G., & Sumarto, S. (2012). Economic Growth and Poverty Reduction in Indonesia Before and After the Asian Financial Crisis. Bulletin of Indonesian Economic Studies, 48(2), 209–227. https://doi.org/10.1080/00074918.2012.694155.

Tang, K., Li, Z., & He, C. (2023). Spatial Distribution Pattern and Influencing Factors of Relative Poverty in Rural China. Innovation and Green Development, 2(1), 100030.

Tobler, W. R. (1970). A Computer Movie Simulating Urban Growth in the Detroit Region. Economic Geography, 46, 234–240.

Tohari, A., Parsons, C., & Rammohan, A. (2019). Targeting Poverty Under Complementarities: Evidence from Indonesia’s Unified Targeting System. Journal of Development Economics, 140, 127–144. https://doi.org/10.1016/j.jdeveco.2019.06.002.

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. https://doi.org/10.1016/j.econmod.2013.09.049.

Vidyattama, Y. (2013). Regional Convergence and the Role of the Neighbourhood Effect in Decentralised Indonesia. Bulletin of Indonesian Economic Studies, 49(2), 193–211.

Wang, X., & Guan, J. (2017). Financial Inclusion: Measurement, Spatial Effects and Influencing Factors. Applied Economics, 49(18), 1751–1762.

World Bank. (2022). Poverty and Equity Brief Indonesia. Washington DC: World Bank.

Zhu, X., Chen, X., Cai, J., Balezentis, A., Hu, R., & Streimikiene, D. (2021). Rural Financial Development, Spatial Spillover, and Poverty Reduction: Evidence from China. Economic Research-Ekonomska Istrazivanja, 34(1), 3421–3439.




DOI: 10.15408/sjie.v13i2.42285

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