Main Article Content
Abstract
Poverty reduction remains a critical challenge in developing economies, including Indonesia, despite robust economic growth and financial sector expansion. This study investigates the impact of financial inclusion, financial literacy, and socio-economic characteristics on household poverty. Utilizing longitudinal data from the fifth wave of the Indonesia Family Life Survey, the analysis focuses on a sample of 2,222 households. Poverty is operationalized through the Multidimensional Poverty Index (MPI), encompassing health, education, and living standards, while financial inclusion is measured via a financial deprivation index across four dimensions: transactions, savings, credit, and insurance. Using logistic regression to account for the non-linearity of binary outcomes, the results indicate that both financial inclusion and financial literacy significantly reduce the probability of household poverty. These findings suggest that access to and understanding of formal financial services are vital for enhancing economic resilience. Furthermore, education and age are negatively associated with poverty, underscoring the role of human capital. Conversely, larger household sizes and rural residency increase poverty risk, highlighting structural vulnerabilities and spatial inequalities. While industrial participation mitigates poverty, agricultural dependence and limited market access remain significant constraints. These results emphasize the need for integrated policies that strengthen financial inclusion, promote literacy, and improve rural infrastructure to foster sustainable poverty reduction in Indonesia.
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References
- Adam, A. M., Nugraha, G., Hanapia, A. Y., Noven, S. A., & Rusliana, N. (2025). Faktor Determinan Pengangguran di Indonesia: Apakah Program Kartu Prakerja Menjadi Katalisator Penurunan Pengangguran? Jurnal Informatika Ekonomi Bisnis, 7(2), 169–175. https://doi.org/10.37034/infeb.v7i2.1119
- Alkire, S., Apablaza, M., Chakravarty, S., & Yalonetzky, G. (2017). Measuring chronic multidimensional poverty. Journal of Policy Modeling, 39(6), 983–1006. https://doi.org/10.1016/J.JPOLMOD.2017.05.020
- Becker, G. S. (1975). Human Capital: A Theoretical and Empirical Analysis. National Bureau of Economic Research.
- Beeson, M., Wildman, J. M., & Wildman, J. (2024). Does Tackling Poverty Related Barriers to Education Improve School Outcomes? Evidence from the North East of England. Economics Letters, 236, 111614. https://doi.org/10.1016/J.ECONLET.2024.111614
- Blanchflower, D. G. (2021). Is Happiness U-shaped everywhere? Age and Subjective Well-being in 145 countries. Journal of Population Economics, 34(2), 575–624. https://doi.org/10.1007/S00148-020-00797-Z/METRICS
- 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
- Bukhari, A. A. A., Lean, H. H., Bukhari, W. A. A., Raza, S., & Pervaiz, A. (2024). The Dynamics of Multidimensional Educational Poverty. Data Science and Management, 7(4), 314–322. https://doi.org/10.1016/J.DSM.2024.03.004
- 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
- Calnitsky, D. (2018). Structural and Individualistic Theories of Poverty. Sociology Compass, 12(12), e12640. https://doi.org/10.1111/SOC4.12640
- Chen, M., Huang, X., Cheng, J., Tang, Z., & Huang, G. (2023). Urbanization and Vulnerable Employment: Empirical Evidence from 163 Countries in 1991–2019. Cities, 135. https://doi.org/10.1016/j.cities.2023.104208
- Christiaensen, L., & Martin, W. (2018). Agriculture, Structural Transformation and Poverty Reduction: Eight New Insights. World Development, 109, 413–416. https://doi.org/10.1016/J.WORLDDEV.2018.05.027
- Churchill, S. A., & Marisetty, V. B. (2020a). Financial Inclusion and Poverty: A Tale of Forty-five Thousand Households. Applied Economics, 52(16), 1777–1788. https://doi.org/10.1080/00036846.2019.1678732
- Clark, A. E., d’Albis, H., & Greulich, A. (2021). The Age U-shape in Europe: The Protective Role of Partnership. Vienna Yearbook of Population Research, 19, 293–318. https://doi.org/10.1553/POPULATIONYEARBOOK2021.RES3.1
- Demirguc-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. https://doi.org/10.1596/978-1-4648-1259-0
- Dewan Nasional Keuangan Inklusif. (2023). Laporan Pelaksanaan Strategi Nasional Keuangan Inklusif Tahun 2023.
- Do, M. H., & Nguyen, T. T. (2024). Impact of Crop Commercialization on Smallholder Farmers’ Resilience to Shocks: Evidence from Panel Data for Rural Southeast Asia. Food Policy, 128, 102709. https://doi.org/10.1016/J.FOODPOL.2024.102709
- Dogan, E., Madaleno, M., & Taskin, D. (2022). Financial Inclusion and Poverty: Evidence from Turkish Household Survey Data. Applied Economics, 54(19), 2135–2147. https://doi.org/10.1080/00036846.2021.1985076
- Du, Q., Zhou, F., Yang, T., & Du, M. (2023). Digital Financial Inclusion, Household Financial Participation and Well-Being: Micro-Evidence from China. Emerging Markets Finance and Trade, 59(6), 1782–1796. https://doi.org/10.1080/1540496X.2022.2153592;REQUESTEDJOURNAL:JOURNAL:MREE20;PAGE:STRING:ARTICLE/CHAPTER
- 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. https://doi.org/10.1257/app.5.1.163
- Duvendack, M., & Mader, P. (2019). Impact of financial inclusion in low‐ and middle‐income countries: A Systematic Review of Reviews. Campbell Systematic Reviews, 15(1–2), e1012. https://doi.org/10.4073/CSR.2019.2;JOURNAL:JOURNAL:18911803
- Erlando, A., Riyanto, F. D., & Masakazu, S. (2020). Financial inclusion, economic growth, and poverty alleviation: evidence from eastern Indonesia. Heliyon, 6(10), e05235. https://doi.org/10.1016/j.heliyon.2020.e05235
- Erumban, A. A., & de Vries, G. J. (2024). Structural change and poverty reduction in developing economies. World Development, 181, 106674. https://doi.org/10.1016/J.WORLDDEV.2024.106674
- Fagbemi, F., Osinubi, T. T., & Adeosun, O. A. (2022). Enhancing sustainable infrastructure development: A boon to poverty reduction in Nigeria. World Development Sustainability, 1, 100006. https://doi.org/10.1016/J.WDS.2022.100006
- Fauzi, A. S., Runtiningsih, S., & Hidayat, F. (2022). Determinants of Poverty in Indonesia and its Policy Implications, Multidimensional Approach to Measuring Poverty. JOVISHE : Journal of Visionary Sharia Economy, 1(1), 12–24. https://doi.org/10.57255/JOVISHE.V1I1.70
- Grohmann, A., Klühs, T., & Menkhoff, L. (2018). Does financial literacy improve financial inclusion? Cross country evidence. World Development, 111, 84–96. https://doi.org/10.1016/J.WORLDDEV.2018.06.020
- Gupta, N., & Sedai, A. (2023). Disentangling the Impact of Financial Inclusion on Households: The Business Finance Channel. SSRN Electronic Journal. https://doi.org/10.2139/SSRN.4393250
- Hanandita, W., & Tampubolon, G. (2016). Multidimensional Poverty in Indonesia: Trend Over the Last Decade (2003–2013). Social Indicators Research, 128(2), 559–587. https://doi.org/10.1007/S11205-015-1044-0/TABLES/5
- Harms, M. B., & Garrett-Ruffin, S. D. (2023). Disrupting links between poverty, chronic stress, and educational inequality. Npj Science of Learning, 8(1), 1–6. https://doi.org/10.1038/S41539-023-00199-2;SUBJMETA
- Inoue, T. (2024). Digital Financial Inclusion, International Remittances, and Poverty Reduction. Journal of Economic Structures, 13(1), 1–20. https://doi.org/10.1186/S40008-024-00328-Z/TABLES/8
- Islam, M. A., Thottoli, M. M., Abdullah, A. B. M., Ahmad, T. S. T., & Rahman, S. (2023). The Biggest Global Issues Facing Humankind: A Meta-Analysis of Poverty Alleviation and Poverty Eradication. Journal of Poverty. https://doi.org/10.1080/10875549.2023.2259889;PAGE:STRING:ARTICLE/CHAPTER
- Janz, T., Augsburg, B., Gassmann, F., & Nimeh, Z. (2023). Leaving no one behind: Urban poverty traps in Sub-Saharan Africa. World Development, 172, 106388. https://doi.org/10.1016/J.WORLDDEV.2023.106388
- Karahasan, B. C. (2023). To make Growth Reduce Poverty, Industrialize: Using Manufacturing to Mediate the Effect of Growth on Poverty. Development Policy Review, 41(4), e12689. https://doi.org/10.1111/DPR.12689
- Kelikume, I. (2021). Digital Financial Inclusion, Informal Economy and Poverty Reduction in Africa. Journal of Enterprising Communities: People and Places in the Global Economy, 15(4), 626–640. https://doi.org/10.1108/JEC-06-2020-0124
- Kizi, A. S. S. (2025). The Multifaceted Dimensions of Poverty in Asia: A Comprehensive Analysis. Innovation Science and Technology, 1(1), 61–65. https://doi.org/10.55439/IST/VOL1_ISS1/13
- Klapper, L. (2024). Expanding Financial Inclusion through Digital Financial Services: A Literature Review. Expanding Financial Inclusion through Digital Financial Services: A Literature Review. https://doi.org/10.1596/1813-9450-11008
- Koomson, I., Ansong, D., Okumu, M., & Achulo, S. (2023). Effect of Financial Literacy on Poverty Reduction across Kenya, Tanzania, and Uganda. Global Social Welfare, 10(1), 93–103. https://doi.org/10.1007/S40609-022-00259-2
- Kumar, S. S., & Jie, Q. (2023). Exploring the Role of Financial Inclusion in Poverty Reduction: An Empirical Study. World Development Sustainability, 3, 100103. https://doi.org/10.1016/J.WDS.2023.100103
- Lal, T. (2018). Impact of Financial Inclusion on Poverty Alleviation through Cooperative Banks. International Journal of Social Economics, 45(5), 808–828. https://doi.org/10.1108/IJSE-05-2017-0194
- Lee, C. C., Lou, R., & Wang, F. (2023). Digital Financial Inclusion and Poverty Alleviation: Evidence from the Sustainable Development of China. Economic Analysis and Policy, 77, 418–434. https://doi.org/10.1016/J.EAP.2022.12.004
- Li, C., & Managi, S. (2023). Income Raises Human Well-being Indefinitely, but Age Consistently Slashes it. Scientific Reports, 13(1), 1–21. https://doi.org/10.1038/S41598-023-33235-7;SUBJMETA
- Liu, Q., Wang, M., Wang, Q., & Wei, D. (2025). Mitigating Rural Multidimensional Poverty through Digital Inclusive Finance: Real Improvement and Psychological Empowerment. Agriculture 2025, 15(9), 954. https://doi.org/10.3390/AGRICULTURE15090954
- Meyer, D. F., & Nishimwe-Niyimbanira, R. (2016). The Impact of Household Size on Poverty: An Analysis of Various Low-income Townships in the Northern Free State region, South Africa. African Population Studies, 30(2), 2283–2295. https://doi.org/10.11564/30-2-811
- Myers, C. A. (2016). Influence of the Civic Community Religious Environment on Family Poverty: A Multilevel Analysis. Cogent Social Sciences, 2(1), 1234670. https://doi.org/10.1080/23311886.2016.1234670
- Najitama, E., Maski, G., & Manzilati, A. (2020). Analysis of multidimensional poverty dynamics in Indonesia: The effect of demographic and institutional factors. Journal of Innovation in Business and Economics, 4(02), 87–96. https://doi.org/10.22219/JIBE.V4I02.15630
- Nandru, P., Chendragiri, M., & Velayutham, A. (2021). Examining the Influence of Financial Inclusion on Financial Well-being of Marginalized Street Vendors: An Empirical Evidence from India. International Journal of Social Economics, 48(8), 1139–1158. https://doi.org/10.1108/IJSE-10-2020-0711/FULL/PDF
- Neaime, S., & Gaysset, I. (2018). Financial Inclusion and Stability in MENA: Evidence from Poverty and Inequality. Finance Research Letters, 24, 230–237. https://doi.org/10.1016/j.frl.2017.09.007
- Nyarko, E. S., Amoateng, K., & Aboagye, A. Q. Q. (2023). Financial Inclusion and Poverty: Evidence from Developing Economies. International Journal of Social Economics, 50(12), 1719–1734. https://doi.org/10.1108/IJSE-11-2021-0690
- Omar, M. A., & Inaba, K. (2020). Does Financial Inclusion Reduce Poverty and Income Inequality in Developing Countries? A Panel Data Analysis. Journal of Economic Structures, 9(1), 37. https://doi.org/10.1186/s40008-020-00214-4
- Panda, M., Padhi, Dr. B., & Agasty, Dr. M. P. (2023). A Study on Financial Inclusion and Economic Well-Being in Rural areas with Special Reference to Dhenkanal District. International Journal of Research Publication and Reviews, 4(6), 2452–2456. https://doi.org/10.55248/gengpi.4.623.46299
- Peng, Y., Peng, X., Yin, M., He, J., & Ma, L. (2023). The welfare effects of impoverished rural areas: Review and research prospects. Heliyon, 9(9), e19513. https://doi.org/10.1016/j.heliyon.2023.e19513
- Pinilla-Roncancio, M., Cedeño-Ocampo, G., Medina Ch, A. M., Cortés-García, C. M., & Muñoz-Veira, B. (2024). Changing Levels of Income and Multidimensional Poverty among Persons with Disabilities in Colombia: A Pseudo Panel Analysis. SSM-Population Health, 25, 101571. https://doi.org/10.1016/J.SSMPH.2023.101571
- Polloni-Silva, E., da Costa, N., Moralles, H. F., & Sacomano Neto, M. (2021). Does Financial Inclusion Diminish Poverty and Inequality? A Panel Data Analysis for Latin American Countries. Social Indicators Research, 158(3), 889–925. https://doi.org/10.1007/s11205-021-02730-7
- Qi, X., Chen, J., Wang, J., Liu, H., & Ding, B. (2024). The Impact of Urbanization on the Alleviation of Energy Poverty: Evidence from China. Cities, 151, 105130. https://doi.org/10.1016/J.CITIES.2024.105130
- Saha, S. K., & Qin, J. (2022). Financial Inclusion and Poverty Alleviation: An Empirical Examination. Economic Change and Restructuring, 56(1), 409-440. https://doi.org/10.1007/S10644-022-09428-X
- Suryahadi, A., & Izzati, R. Al. (2018). Cards for the Poor and Funds for Villages: Jokowi’s Initiatives to Reduce Poverty and Inequality. Southeast Asian Economies, 35(2), 200–222. https://doi.org/10.1355/ae35-2f
- Tao, Z., Wang, X., Li, J., & Wei, X. (2023). How can Digital Financial Inclusion Reduces Relative Poverty? An Empirical Analysis Based on China Household Finance Survey. Finance Research Letters, 58, 104570. https://doi.org/10.1016/J.FRL.2023.104570
- Urfels, A., Mausch, K., Harris, D., McDonald, A. J., Kishore, A., Balwinder-Singh, van Halsema, G., Struik, P. C., Craufurd, P., Foster, T., Singh, V., & Krupnik, T. J. (2023). Farm Size Limits Agriculture’s Poverty Reduction Potential in Eastern India Even with Irrigation-led Intensification. Agricultural Systems, 207, 103618. https://doi.org/10.1016/J.AGSY.2023.103618
- Vishnoi, P., Bhardwaj, N., & Vohra, A. (2022). Marketing at the Bottom of the Pyramid: Literature Review and Future Research Agenda. International Journal of Consumer Studies, 46(5), 1517–1536. https://doi.org/10.1111/IJCS.12804;WGROUP:STRING:PUBLICATION
- Wan, G., Zhang, X., & Zhao, M. (2022). Urbanization can Help Reduce Income Inequality. NPJ Urban Sustainability, 2(1), 1–8. https://doi.org/10.1038/S42949-021-00040-Y;SUBJMETA
- Wang, X., & He, G. (2020). Digital Financial Inclusion and Farmers’ Vulnerability to Poverty: Evidence from Rural China. Sustainability, 12(4), 1668. https://doi.org/10.3390/su12041668
- Wardhana, A., Nur, Y. H., Kharisma, B., & Adam, A. M. (2021). Analisis Peran Pengeluaran Pemerintah Terhadap Peningkatan Pengembangan Manusia di Wilayah Metropolitan Indonesia. Creative Research Journal, 7(01), 1–10. https://doi.org/10.34147/CRJ.V7I01.307
- Widyastuti, A. T., Hartono, D., Sidig, D. S., & Rusmawati, E. (2023). Financial inclusion’s impact on energy poverty: Evidence from Indonesia. World Development Sustainability, 3, 100113. https://doi.org/10.1016/J.WDS.2023.100113
- World Bank. (2013). Global Financial Development Report 2014: Financial Inclusion. The World Bank. https://doi.org/10.1596/978-0-8213-9985-9
- World Bank. (2014, September 23). Poverty Reduction in Indonesia Slows, Inequality Increases: World Bank reports. World Bank. https://www.worldbank.org/en/news/press-release/2014/09/23/poverty-reduction-slows-inequality-increases-world-bank-reports
- World Bank. (2016). Poverty and Shared Prosperity 2016: Taking on Inequality. Washington, DC: World Bank. https://doi.org/10.1596/978-1-4648-0958-3
- World Bank. (2025). Macro Poverty Outlook: Country-by-country Analysis and Projections for the Developing World.
- Xu, L., & Zia, B. (2012). Financial Literacy around the World: An Overview of the Evidence with Practical Suggestions for the Way Forward. Financial Literacy around the World: An Overview of the Evidence with Practical Suggestions for the Way Forward. https://doi.org/10.1596/1813-9450-6107
- Zhang, Q., & Posso, A. (2019). Thinking inside the Box: A Closer Look at Financial Inclusion and Household Income. The Journal of Development Studies, 55(7), 1616–1631. https://doi.org/10.1080/00220388.2017.1380798
- Zhao, B., Cheah, P. K., & Moses, P. (2024). Measurement and determinants of multidimensional urban poverty: Evidence from Shandong Province, China. PLOS ONE, 19(5), e0300263. https://doi.org/10.1371/JOURNAL.PONE.0300263
- Zhong, S., Wang, M., Zhu, Y., Chen, Z., & Huang, X. (2022). Urban Expansion and the Urban–rural Income Gap: Empirical Evidence from China. Cities, 129, 103831. https://doi.org/10.1016/J.CITIES.2022.103831
- Zmuda, H. M., Mae Kiamco, M., Mohamed, A., -, al, Honzák, M., Roberts, G., Cosentino, B. J., Rahmah, M., Nooraini, A., & Hamdi, M. (2022). Exploring the Development of Poverty Eradication Efforts in Southeast Asia: A Scientometric Perspective. IOP Conference Series: Earth and Environmental Science, 1105(1), 012035. https://doi.org/10.1088/1755-1315/1105/1/012035
References
Adam, A. M., Nugraha, G., Hanapia, A. Y., Noven, S. A., & Rusliana, N. (2025). Faktor Determinan Pengangguran di Indonesia: Apakah Program Kartu Prakerja Menjadi Katalisator Penurunan Pengangguran? Jurnal Informatika Ekonomi Bisnis, 7(2), 169–175. https://doi.org/10.37034/infeb.v7i2.1119
Alkire, S., Apablaza, M., Chakravarty, S., & Yalonetzky, G. (2017). Measuring chronic multidimensional poverty. Journal of Policy Modeling, 39(6), 983–1006. https://doi.org/10.1016/J.JPOLMOD.2017.05.020
Becker, G. S. (1975). Human Capital: A Theoretical and Empirical Analysis. National Bureau of Economic Research.
Beeson, M., Wildman, J. M., & Wildman, J. (2024). Does Tackling Poverty Related Barriers to Education Improve School Outcomes? Evidence from the North East of England. Economics Letters, 236, 111614. https://doi.org/10.1016/J.ECONLET.2024.111614
Blanchflower, D. G. (2021). Is Happiness U-shaped everywhere? Age and Subjective Well-being in 145 countries. Journal of Population Economics, 34(2), 575–624. https://doi.org/10.1007/S00148-020-00797-Z/METRICS
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
Bukhari, A. A. A., Lean, H. H., Bukhari, W. A. A., Raza, S., & Pervaiz, A. (2024). The Dynamics of Multidimensional Educational Poverty. Data Science and Management, 7(4), 314–322. https://doi.org/10.1016/J.DSM.2024.03.004
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
Calnitsky, D. (2018). Structural and Individualistic Theories of Poverty. Sociology Compass, 12(12), e12640. https://doi.org/10.1111/SOC4.12640
Chen, M., Huang, X., Cheng, J., Tang, Z., & Huang, G. (2023). Urbanization and Vulnerable Employment: Empirical Evidence from 163 Countries in 1991–2019. Cities, 135. https://doi.org/10.1016/j.cities.2023.104208
Christiaensen, L., & Martin, W. (2018). Agriculture, Structural Transformation and Poverty Reduction: Eight New Insights. World Development, 109, 413–416. https://doi.org/10.1016/J.WORLDDEV.2018.05.027
Churchill, S. A., & Marisetty, V. B. (2020a). Financial Inclusion and Poverty: A Tale of Forty-five Thousand Households. Applied Economics, 52(16), 1777–1788. https://doi.org/10.1080/00036846.2019.1678732
Clark, A. E., d’Albis, H., & Greulich, A. (2021). The Age U-shape in Europe: The Protective Role of Partnership. Vienna Yearbook of Population Research, 19, 293–318. https://doi.org/10.1553/POPULATIONYEARBOOK2021.RES3.1
Demirguc-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. https://doi.org/10.1596/978-1-4648-1259-0
Dewan Nasional Keuangan Inklusif. (2023). Laporan Pelaksanaan Strategi Nasional Keuangan Inklusif Tahun 2023.
Do, M. H., & Nguyen, T. T. (2024). Impact of Crop Commercialization on Smallholder Farmers’ Resilience to Shocks: Evidence from Panel Data for Rural Southeast Asia. Food Policy, 128, 102709. https://doi.org/10.1016/J.FOODPOL.2024.102709
Dogan, E., Madaleno, M., & Taskin, D. (2022). Financial Inclusion and Poverty: Evidence from Turkish Household Survey Data. Applied Economics, 54(19), 2135–2147. https://doi.org/10.1080/00036846.2021.1985076
Du, Q., Zhou, F., Yang, T., & Du, M. (2023). Digital Financial Inclusion, Household Financial Participation and Well-Being: Micro-Evidence from China. Emerging Markets Finance and Trade, 59(6), 1782–1796. https://doi.org/10.1080/1540496X.2022.2153592;REQUESTEDJOURNAL:JOURNAL:MREE20;PAGE:STRING:ARTICLE/CHAPTER
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. https://doi.org/10.1257/app.5.1.163
Duvendack, M., & Mader, P. (2019). Impact of financial inclusion in low‐ and middle‐income countries: A Systematic Review of Reviews. Campbell Systematic Reviews, 15(1–2), e1012. https://doi.org/10.4073/CSR.2019.2;JOURNAL:JOURNAL:18911803
Erlando, A., Riyanto, F. D., & Masakazu, S. (2020). Financial inclusion, economic growth, and poverty alleviation: evidence from eastern Indonesia. Heliyon, 6(10), e05235. https://doi.org/10.1016/j.heliyon.2020.e05235
Erumban, A. A., & de Vries, G. J. (2024). Structural change and poverty reduction in developing economies. World Development, 181, 106674. https://doi.org/10.1016/J.WORLDDEV.2024.106674
Fagbemi, F., Osinubi, T. T., & Adeosun, O. A. (2022). Enhancing sustainable infrastructure development: A boon to poverty reduction in Nigeria. World Development Sustainability, 1, 100006. https://doi.org/10.1016/J.WDS.2022.100006
Fauzi, A. S., Runtiningsih, S., & Hidayat, F. (2022). Determinants of Poverty in Indonesia and its Policy Implications, Multidimensional Approach to Measuring Poverty. JOVISHE : Journal of Visionary Sharia Economy, 1(1), 12–24. https://doi.org/10.57255/JOVISHE.V1I1.70
Grohmann, A., Klühs, T., & Menkhoff, L. (2018). Does financial literacy improve financial inclusion? Cross country evidence. World Development, 111, 84–96. https://doi.org/10.1016/J.WORLDDEV.2018.06.020
Gupta, N., & Sedai, A. (2023). Disentangling the Impact of Financial Inclusion on Households: The Business Finance Channel. SSRN Electronic Journal. https://doi.org/10.2139/SSRN.4393250
Hanandita, W., & Tampubolon, G. (2016). Multidimensional Poverty in Indonesia: Trend Over the Last Decade (2003–2013). Social Indicators Research, 128(2), 559–587. https://doi.org/10.1007/S11205-015-1044-0/TABLES/5
Harms, M. B., & Garrett-Ruffin, S. D. (2023). Disrupting links between poverty, chronic stress, and educational inequality. Npj Science of Learning, 8(1), 1–6. https://doi.org/10.1038/S41539-023-00199-2;SUBJMETA
Inoue, T. (2024). Digital Financial Inclusion, International Remittances, and Poverty Reduction. Journal of Economic Structures, 13(1), 1–20. https://doi.org/10.1186/S40008-024-00328-Z/TABLES/8
Islam, M. A., Thottoli, M. M., Abdullah, A. B. M., Ahmad, T. S. T., & Rahman, S. (2023). The Biggest Global Issues Facing Humankind: A Meta-Analysis of Poverty Alleviation and Poverty Eradication. Journal of Poverty. https://doi.org/10.1080/10875549.2023.2259889;PAGE:STRING:ARTICLE/CHAPTER
Janz, T., Augsburg, B., Gassmann, F., & Nimeh, Z. (2023). Leaving no one behind: Urban poverty traps in Sub-Saharan Africa. World Development, 172, 106388. https://doi.org/10.1016/J.WORLDDEV.2023.106388
Karahasan, B. C. (2023). To make Growth Reduce Poverty, Industrialize: Using Manufacturing to Mediate the Effect of Growth on Poverty. Development Policy Review, 41(4), e12689. https://doi.org/10.1111/DPR.12689
Kelikume, I. (2021). Digital Financial Inclusion, Informal Economy and Poverty Reduction in Africa. Journal of Enterprising Communities: People and Places in the Global Economy, 15(4), 626–640. https://doi.org/10.1108/JEC-06-2020-0124
Kizi, A. S. S. (2025). The Multifaceted Dimensions of Poverty in Asia: A Comprehensive Analysis. Innovation Science and Technology, 1(1), 61–65. https://doi.org/10.55439/IST/VOL1_ISS1/13
Klapper, L. (2024). Expanding Financial Inclusion through Digital Financial Services: A Literature Review. Expanding Financial Inclusion through Digital Financial Services: A Literature Review. https://doi.org/10.1596/1813-9450-11008
Koomson, I., Ansong, D., Okumu, M., & Achulo, S. (2023). Effect of Financial Literacy on Poverty Reduction across Kenya, Tanzania, and Uganda. Global Social Welfare, 10(1), 93–103. https://doi.org/10.1007/S40609-022-00259-2
Kumar, S. S., & Jie, Q. (2023). Exploring the Role of Financial Inclusion in Poverty Reduction: An Empirical Study. World Development Sustainability, 3, 100103. https://doi.org/10.1016/J.WDS.2023.100103
Lal, T. (2018). Impact of Financial Inclusion on Poverty Alleviation through Cooperative Banks. International Journal of Social Economics, 45(5), 808–828. https://doi.org/10.1108/IJSE-05-2017-0194
Lee, C. C., Lou, R., & Wang, F. (2023). Digital Financial Inclusion and Poverty Alleviation: Evidence from the Sustainable Development of China. Economic Analysis and Policy, 77, 418–434. https://doi.org/10.1016/J.EAP.2022.12.004
Li, C., & Managi, S. (2023). Income Raises Human Well-being Indefinitely, but Age Consistently Slashes it. Scientific Reports, 13(1), 1–21. https://doi.org/10.1038/S41598-023-33235-7;SUBJMETA
Liu, Q., Wang, M., Wang, Q., & Wei, D. (2025). Mitigating Rural Multidimensional Poverty through Digital Inclusive Finance: Real Improvement and Psychological Empowerment. Agriculture 2025, 15(9), 954. https://doi.org/10.3390/AGRICULTURE15090954
Meyer, D. F., & Nishimwe-Niyimbanira, R. (2016). The Impact of Household Size on Poverty: An Analysis of Various Low-income Townships in the Northern Free State region, South Africa. African Population Studies, 30(2), 2283–2295. https://doi.org/10.11564/30-2-811
Myers, C. A. (2016). Influence of the Civic Community Religious Environment on Family Poverty: A Multilevel Analysis. Cogent Social Sciences, 2(1), 1234670. https://doi.org/10.1080/23311886.2016.1234670
Najitama, E., Maski, G., & Manzilati, A. (2020). Analysis of multidimensional poverty dynamics in Indonesia: The effect of demographic and institutional factors. Journal of Innovation in Business and Economics, 4(02), 87–96. https://doi.org/10.22219/JIBE.V4I02.15630
Nandru, P., Chendragiri, M., & Velayutham, A. (2021). Examining the Influence of Financial Inclusion on Financial Well-being of Marginalized Street Vendors: An Empirical Evidence from India. International Journal of Social Economics, 48(8), 1139–1158. https://doi.org/10.1108/IJSE-10-2020-0711/FULL/PDF
Neaime, S., & Gaysset, I. (2018). Financial Inclusion and Stability in MENA: Evidence from Poverty and Inequality. Finance Research Letters, 24, 230–237. https://doi.org/10.1016/j.frl.2017.09.007
Nyarko, E. S., Amoateng, K., & Aboagye, A. Q. Q. (2023). Financial Inclusion and Poverty: Evidence from Developing Economies. International Journal of Social Economics, 50(12), 1719–1734. https://doi.org/10.1108/IJSE-11-2021-0690
Omar, M. A., & Inaba, K. (2020). Does Financial Inclusion Reduce Poverty and Income Inequality in Developing Countries? A Panel Data Analysis. Journal of Economic Structures, 9(1), 37. https://doi.org/10.1186/s40008-020-00214-4
Panda, M., Padhi, Dr. B., & Agasty, Dr. M. P. (2023). A Study on Financial Inclusion and Economic Well-Being in Rural areas with Special Reference to Dhenkanal District. International Journal of Research Publication and Reviews, 4(6), 2452–2456. https://doi.org/10.55248/gengpi.4.623.46299
Peng, Y., Peng, X., Yin, M., He, J., & Ma, L. (2023). The welfare effects of impoverished rural areas: Review and research prospects. Heliyon, 9(9), e19513. https://doi.org/10.1016/j.heliyon.2023.e19513
Pinilla-Roncancio, M., Cedeño-Ocampo, G., Medina Ch, A. M., Cortés-García, C. M., & Muñoz-Veira, B. (2024). Changing Levels of Income and Multidimensional Poverty among Persons with Disabilities in Colombia: A Pseudo Panel Analysis. SSM-Population Health, 25, 101571. https://doi.org/10.1016/J.SSMPH.2023.101571
Polloni-Silva, E., da Costa, N., Moralles, H. F., & Sacomano Neto, M. (2021). Does Financial Inclusion Diminish Poverty and Inequality? A Panel Data Analysis for Latin American Countries. Social Indicators Research, 158(3), 889–925. https://doi.org/10.1007/s11205-021-02730-7
Qi, X., Chen, J., Wang, J., Liu, H., & Ding, B. (2024). The Impact of Urbanization on the Alleviation of Energy Poverty: Evidence from China. Cities, 151, 105130. https://doi.org/10.1016/J.CITIES.2024.105130
Saha, S. K., & Qin, J. (2022). Financial Inclusion and Poverty Alleviation: An Empirical Examination. Economic Change and Restructuring, 56(1), 409-440. https://doi.org/10.1007/S10644-022-09428-X
Suryahadi, A., & Izzati, R. Al. (2018). Cards for the Poor and Funds for Villages: Jokowi’s Initiatives to Reduce Poverty and Inequality. Southeast Asian Economies, 35(2), 200–222. https://doi.org/10.1355/ae35-2f
Tao, Z., Wang, X., Li, J., & Wei, X. (2023). How can Digital Financial Inclusion Reduces Relative Poverty? An Empirical Analysis Based on China Household Finance Survey. Finance Research Letters, 58, 104570. https://doi.org/10.1016/J.FRL.2023.104570
Urfels, A., Mausch, K., Harris, D., McDonald, A. J., Kishore, A., Balwinder-Singh, van Halsema, G., Struik, P. C., Craufurd, P., Foster, T., Singh, V., & Krupnik, T. J. (2023). Farm Size Limits Agriculture’s Poverty Reduction Potential in Eastern India Even with Irrigation-led Intensification. Agricultural Systems, 207, 103618. https://doi.org/10.1016/J.AGSY.2023.103618
Vishnoi, P., Bhardwaj, N., & Vohra, A. (2022). Marketing at the Bottom of the Pyramid: Literature Review and Future Research Agenda. International Journal of Consumer Studies, 46(5), 1517–1536. https://doi.org/10.1111/IJCS.12804;WGROUP:STRING:PUBLICATION
Wan, G., Zhang, X., & Zhao, M. (2022). Urbanization can Help Reduce Income Inequality. NPJ Urban Sustainability, 2(1), 1–8. https://doi.org/10.1038/S42949-021-00040-Y;SUBJMETA
Wang, X., & He, G. (2020). Digital Financial Inclusion and Farmers’ Vulnerability to Poverty: Evidence from Rural China. Sustainability, 12(4), 1668. https://doi.org/10.3390/su12041668
Wardhana, A., Nur, Y. H., Kharisma, B., & Adam, A. M. (2021). Analisis Peran Pengeluaran Pemerintah Terhadap Peningkatan Pengembangan Manusia di Wilayah Metropolitan Indonesia. Creative Research Journal, 7(01), 1–10. https://doi.org/10.34147/CRJ.V7I01.307
Widyastuti, A. T., Hartono, D., Sidig, D. S., & Rusmawati, E. (2023). Financial inclusion’s impact on energy poverty: Evidence from Indonesia. World Development Sustainability, 3, 100113. https://doi.org/10.1016/J.WDS.2023.100113
World Bank. (2013). Global Financial Development Report 2014: Financial Inclusion. The World Bank. https://doi.org/10.1596/978-0-8213-9985-9
World Bank. (2014, September 23). Poverty Reduction in Indonesia Slows, Inequality Increases: World Bank reports. World Bank. https://www.worldbank.org/en/news/press-release/2014/09/23/poverty-reduction-slows-inequality-increases-world-bank-reports
World Bank. (2016). Poverty and Shared Prosperity 2016: Taking on Inequality. Washington, DC: World Bank. https://doi.org/10.1596/978-1-4648-0958-3
World Bank. (2025). Macro Poverty Outlook: Country-by-country Analysis and Projections for the Developing World.
Xu, L., & Zia, B. (2012). Financial Literacy around the World: An Overview of the Evidence with Practical Suggestions for the Way Forward. Financial Literacy around the World: An Overview of the Evidence with Practical Suggestions for the Way Forward. https://doi.org/10.1596/1813-9450-6107
Zhang, Q., & Posso, A. (2019). Thinking inside the Box: A Closer Look at Financial Inclusion and Household Income. The Journal of Development Studies, 55(7), 1616–1631. https://doi.org/10.1080/00220388.2017.1380798
Zhao, B., Cheah, P. K., & Moses, P. (2024). Measurement and determinants of multidimensional urban poverty: Evidence from Shandong Province, China. PLOS ONE, 19(5), e0300263. https://doi.org/10.1371/JOURNAL.PONE.0300263
Zhong, S., Wang, M., Zhu, Y., Chen, Z., & Huang, X. (2022). Urban Expansion and the Urban–rural Income Gap: Empirical Evidence from China. Cities, 129, 103831. https://doi.org/10.1016/J.CITIES.2022.103831
Zmuda, H. M., Mae Kiamco, M., Mohamed, A., -, al, Honzák, M., Roberts, G., Cosentino, B. J., Rahmah, M., Nooraini, A., & Hamdi, M. (2022). Exploring the Development of Poverty Eradication Efforts in Southeast Asia: A Scientometric Perspective. IOP Conference Series: Earth and Environmental Science, 1105(1), 012035. https://doi.org/10.1088/1755-1315/1105/1/012035
