Vol. 5 No. 1 (2026): November
Open Access
Peer Reviewed

The Triple Burden Challenge: A Study on the Association of ZIS, GRDP, and Open Unemployment with Indonesia's Poverty Rate

Authors

Rhevi Zhuhruva Is Zauri , Siti Nur Latifah

Published:

2026-11-14

Downloads

Abstract

Addressing persistent poverty alongside regional economic disparities and labor market inefficiencies presents a triple burden challenge for Indonesia's sustainable development. This study aims to analyze the association of zakat, infaq, and alms (ZIS), gross regional domestic product (GRDP), and the open unemployment rate (TPT) with poverty rates across Indonesian provinces over a multi-year period. Utilizing secondary panel data, this research applies a Random Effects Model (REM) to capture cross-provincial variations over time. The empirical findings demonstrate that ZIS, GRDP, and TPT are jointly and significantly associated with provincial poverty rates. Individually, however, only TPT exhibits a statistically significant association, whereas ZIS and GRDP show no statistically significant partial associations. The inverse relationship between TPT and poverty contradicts conventional economic theory and represents a structural anomaly warranting further empirical inquiry, potentially linked to the buffering capacity of the informal sector or measurement constraints within open unemployment indicators. Furthermore, the low explanatory power of the model indicates that the primary drivers of regional poverty variation lie beyond the observed variables. Given the observational panel framework, these results reflect statistical associations rather than strict causal effects. Consequently, overcoming this triple burden requires integrated policy synergy combining productive ZIS distribution, inclusive regional economic growth, and formal job creation

Keywords:

Triple Burden ZIS Gross Regional Domestic Product Open Unemployment Rate Poverty Rate Random Effects Model

References

Arellano, M. (1987). Practitioners’ corner: Computing robust standard errors for within-groups estimators. Oxford Bulletin of Economics and Statistics, 49(4), 431–434. https://doi.org/10.1111/j.1468-0084.1987.mp49004006.x

Badan Pusat Statistik. (2026). Keadaan pekerja di Indonesia Februari 2026. https://www.bps.go.id/id/publication/2026/06/26/8395855e90dcfd9940fa50c0/keadaan-pekerja-di-indonesia-februari-2026.html

Badan Pusat Statistik. (n.d.). Beranda [Data set]. Retrieved October 1, 2026, from https://www.bps.go.id/id

Baltagi, B. H. (2021). Econometric analysis of panel data (6th ed.). Springer. https://doi.org/10.1007/978-3-030-53953-5

Breusch, T. S., & Pagan, A. R. (1979). A simple test for heteroscedasticity and random coefficient variation. Econometrica, 47(5), 1287–1294. https://doi.org/10.2307/1911963

Breusch, T. S., & Pagan, A. R. (1980). The Lagrange multiplier test and its applications to model specification in econometrics. Review of Economic Studies, 47(1), 239–253. https://doi.org/10.2307/2297111

Chow, G. C. (1960). Tests of equality between sets of coefficients in two linear regressions. Econometrica, 28(3), 591–605. https://doi.org/10.2307/1910133

Dollar, D., & Kraay, A. (2002). Growth is good for the poor. Journal of Economic Growth, 7(3), 195–225. https://doi.org/10.1023/A:1020139631000

Drukker, D. M. (2003). Testing for serial correlation in linear panel-data models. The Stata Journal, 3(2), 168–177. https://doi.org/10.1177/1536867X0300300206

Falah, M. A., & Rahmawati, F. (2024). GDP per capita, human development index, open unemployment rate, regional spending, and poverty in East Java Province. Journal of Economics & Development Studies, 25(1), 1–16. https://doi.org/10.18196/JESP.V25I1.21327

Febrianto, M. N., Wati, H., & Karimah, Z. J. (2025). The impact of zakat and macroeconomics on poverty in Indonesia: A data panel analysis of 34 provinces. International Journal of Islamic Economics, 7(2), 135–151. https://doi.org/10.32332/IJIE.V7I02.11243

Gofur, A. A., & Kasri, R. A. (2025). The role of productive zakat in improving the welfare of mustahik in Indonesia. International Journal of Zakat, 10(4), 87–100. https://doi.org/10.37706/IJAZ.V10I4.615

Gujarati, D. N., & Porter, D. C. (2009). Basic econometrics (5th ed.). McGraw-Hill.

IZI & SEBI. (2026). IZI dan SEBI selenggarakan Islamic Philanthropy Outlook 2026, bahas keberlanjutan zakat dan wakaf di tengah ketidakpastian ekonomi global. Institut Agama Islam SEBI. https://sebi.ac.id/izi-dan-sebi-selenggarakan-islamic-philanthropy-outlook-2026-bahas-keberlanjutan-zakat-dan-wakaf-di-tengah-ketidakpastian-ekonomi-global-829

Jarque, C. M., & Bera, A. K. (1987). A test for normality of observations and regression residuals. International Statistical Review, 55(2), 163–172. https://doi.org/10.2307/1403192

Laksana, R. B., & Pimada, L. (2026). The impact of zakat, infaq, and alms distribution, gross regional domestic product, open unemployment rate, and Gini index on poverty in 34 Indonesian provinces from 2015 to 2025. Indonesian Journal of Economic Review, 6(3). https://doi.org/10.59431/ijer.v6i3.942

Mutmainah, S., Rahayu, N. W. I., Fauzan, F., & Sholichin, A. A. (2024). The influence of zakat, Human Development Index, open unemployment rate, and income on poverty in Indonesia. Journal of Islamic Economics Lariba, 10(1), 363–382. https://journal.uii.ac.id/JIELariba/article/view/33311

Rosyidah, N., & Luthfiyah. (2025). Analyzing poverty reduction through ZIS, inflation, and economic growth. Airlangga Journal of Innovation Management, 6(1), 134–153. https://doi.org/10.20473/ajim.v6i1.70100

Salfina, L., Sonia, Z., & Murni, Y. (2025). The effect of gross regional domestic product and unemployment on poverty rates in Indonesia. ASEAN International Business Journal, 4(2), 240–255. https://doi.org/10.54099/AIJB.V4I2.1387

Author Biographies

Rhevi Zhuhruva Is Zauri, Faculty of Sharia Economics, Universitas Islam Syarifuddin (UNISYA)

Author Origin : Indonesia

Siti Nur Latifah, Faculty of Sharia Economics, Universitas Islam Syarifuddin (UNISYA)

Author Origin : Indonesia

Downloads

Download data is not yet available.

How to Cite

Zauri, R. Z. I., & Latifah, S. N. (2026). The Triple Burden Challenge: A Study on the Association of ZIS, GRDP, and Open Unemployment with Indonesia’s Poverty Rate. Economics and Business Journal (ECBIS), 5(1), 379–390. https://doi.org/10.47353/ecbis.v5i1.648

Similar Articles

<< < 15 16 17 18 19 20 21 22 23 24 > >> 

You may also start an advanced similarity search for this article.