Poverty Dynamics in the Pandemic and Recovery Era: The Role of Health Expenditure, Unemployment, Gender Development, and Economic Growth in Central Java

Asih Sriwinarti, Sri Suharsih, Rini Dwi Astuti, Arrafi Dandi Mahaputra

Abstract


Poverty remains a multidimensional challenge in Central Java, particularly during the COVID-19 pandemic and subsequent economic recovery. This study examines the effects of health expenditure, the Open Unemployment Rate (TPT), Gender Development Index (GDI), and economic growth on poverty across Central Java. Using a quantitative approach, panel data covering 35 regencies and cities from 2019 to 2024 were obtained from the Central Bureau of Statistics (BPS) and Directorate General of Fiscal Balance (DJPK). The Chow and Hausman tests selected the Fixed Effect Model (FEM), with White period robust standard errors addressing heteroskedasticity and autocorrelation. Results indicate that health expenditure, GDI, and economic growth significantly reduce poverty, while TPT significantly increases it. Collectively, these variables significantly explain poverty variations, with an R² of 0.987. The findings emphasize efficient health spending, labor-intensive employment creation, and gender mainstreaming as essential strategies for strengthening regional poverty alleviation policies and promoting inclusive economic development.

Full Text:

PDF

References


Arellano, M. (2003). Panel data econometrics. Oxford University Press.

Badan Pusat Statistik. (2024). Profil kemiskinan di Indonesia: Maret 2024.

Baltagi, B. H. (2013). Econometric analysis of panel data (5th ed.). John Wiley & Sons.

Baltagi, B. H. (2021). Econometric analysis of panel data (6th ed.). Springer.

Becker, G. S. (1964). Human capital: A theoretical and empirical analysis, with special reference to education. University of Chicago Press.

Bloom, D. E., Canning, D., & Sevilla, J. (2004). The effect of health on economic growth: A production function approach. World Development, 32(1), 1–13. https://doi.org/10.1016/j.worlddev.2003.07.002

Boserup, E. (2007). Woman's role in economic development. Earthscan.

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:1020179614100

Fadillah, R. (2020). Analisis inefisiensi pengeluaran pemerintah fungsi kesehatan terhadap kemiskinan daerah. Jurnal Kajian Ekonomi dan Pembangunan, 8(1), 45–56.

Grossman, M. (1972). On the concept of health capital and the demand for health. Journal of Political Economy, 80(2), 223–255. https://doi.org/10.1086/259880

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

Handayani, R., et al. (2021). Dampak pengangguran terbuka dan inflasi terhadap kemiskinan perkotaan. Jurnal Ilmu Ekonomi Terapan, 9(2), 210–225.

Hausman, J. A. (1978). Specification tests in econometrics. Econometrica, 46(6), 1251–1271.

Klasen, S. (2002). Low schooling for girls, slower growth for all? Cross-country evidence on the effect of gender inequality in education on economic development. The World Bank Economic Review, 16(3), 345–373. https://doi.org/10.1093/wber/lhf004

Kusuma, H., & Asmara, K. (2023). Syarat batas indeks pembangunan manusia dalam menjembatani pertumbuhan ekonomi dan kemiskinan. Jurnal Ekonomi dan Kebijakan Publik, 11(2), 150–165.

Kuznets, S. (1955). Economic growth and income inequality. The American Economic Review, 45(1), 1–28.

Lestari, W., & Santoso, B. (2019). Pengaruh kesetaraan gender di pasar kerja terhadap tingkat kemiskinan. Jurnal Kajian Perempuan, 7(1), 77–90.

Lewis, W. A. (1954). Economic development with unlimited supplies of labour. The Manchester School, 22(2), 139–191. https://doi.org/10.1111/j.1467-9957.1954.tb00021.x

Mankiw, N. G. (2018). Makroekonomi (9th ed.). Erlangga.

Murniati, M., Sulisnaningrum, E., & Priyanto, E. (2023). Impact of economic growth on human capital, work participation, and emission reductions: Case study in Indonesia. Asia Pacific Journal of Management and Education, 6(1), 108–120. https://doi.org/10.32535/apjme.v6i1.1647

Nugroho, S., & Yuliadi, I. (2020). Efektivitas belanja infrastruktur dan belanja kesehatan terhadap kemiskinan di daerah tertinggal. Jurnal Pembangunan Ekonomi, 10(1), 22–38.

Okun, A. M. (1962). Potential GNP: Its measurement and significance. Proceedings of the Business and Economic Statistics Section of the American Statistical Association, 98–104.

Prasetyo, P. E. (2011). Fundamental makro ekonomi. Beta Offset.

Pratama, Y., & Setiawan, A. (2021). Dinamika pengangguran dan kemiskinan akibat syok pandemi COVID-19 di Indonesia. Jurnal Ekonomi Pembangunan, 19(2), 155–170.

Putri, D., & Wibowo, R. (2021). Belanja fungsi kesehatan dan akses layanan primer sebagai instrumen pengentasan kemiskinan. Jurnal Kebijakan Kesehatan Indonesia, 10(3), 112–125.

Ramadhan, T., & Firmansyah, F. (2020). Analisis inelastisitas pertumbuhan ekonomi terhadap kemiskinan: Menguji kegagalan trickle-down effect. Jurnal Ekuilibrium, 8(2), 90–105.

Ravallion, M. (2001). Growth, inequality and poverty: Looking beyond averages. World Development, 29(11), 1803–1815. https://doi.org/10.1016/S0305-750X(01)00072-9

Riyanto, A., & Hakim, L. (2023). Analisis pemulihan ekonomi pasca pandemi: Keterkaitan antara pengangguran, pertumbuhan, dan kemiskinan. Jurnal Ilmu Ekonomi Nusantara, 12(1), 45–60.

Rostow, W. W. (1960). The stages of economic growth: A non-communist manifesto. Cambridge University Press.

Runtunuwu, P. C. H., & Kotib, M. (2021). Analysis of the effect construction costs, human development index and investment: Does it have an impact on economic development? International Journal of Accounting & Finance in Asia Pacific, 4(3), 100–113. https://doi.org/10.32535/ijafap.v4i3.1210

Sanggrangbano, A., Antoh, A. E., & Timisela, S. I. (2024). The impact of special autonomy fiscal policy on Papua's economic development. International Journal of Accounting & Finance in Asia Pacific, 7(1), 1–13. https://doi.org/10.32535/ijafap.v7i1.2878

Sari, N., & Rahayu, S. (2020). Implikasi alokasi belanja daerah sektor pendidikan dan kesehatan terhadap kemiskinan di Jawa Timur. Jurnal Ekonomi Pembangunan, 18(1), 33–47.

Sasana, H. (2019). Analisis dampak pengeluaran pemerintah terhadap kemiskinan di Indonesia. Jurnal Dinamika Ekonomi Pembangunan, 2(1), 50–65.

Schultz, T. W. (1961). Investment in human capital. The American Economic Review, 51(1), 1–17.

Sen, A. (1999). Development as freedom. Oxford University Press.

Siregar, H., & Wahyuni, S. (2022). Pertumbuhan ekonomi, ketimpangan, dan kemiskinan di Indonesia. Pustaka Pelajar.

Siregar, R. A., & Setiawan, B. (2022). Analisis pengaruh pertumbuhan ekonomi, pengangguran, dan belanja pemerintah terhadap tingkat kemiskinan di Indonesia. Jurnal Ekonomi dan Pembangunan Indonesia, 22(1), 45–58. https://doi.org/10.21002/jepi.2022.04

Sukirno, S. (2016). Makroekonomi teori pengantar (3rd ed.). Rajawali Pers.

Todaro, M. P., & Smith, S. C. (2015). Economic development (12th ed.). Pearson.

Utami, P., & Indraswari, R. (2021). Efek guncangan makroekonomi terhadap tingkat kedalaman dan keparahan kemiskinan. Jurnal Kajian Ekonomi Makro, 9(3), 175–190.

Wahyuni, T., & Arsyad, L. (2019). Indeks pembangunan gender dan perannya dalam menurunkan angka kemiskinan daerah. Jurnal Ekonomi dan Pembangunan Wilayah, 11(2), 200–215.

White, H. (1980). A heteroskedasticity-consistent covariance matrix estimator and a direct test for heteroskedasticity. Econometrica, 48(4), 817–838.

Wicaksono, A., & Mulyani, S. (2022). Pemberdayaan perempuan, stunting, dan pemutusan rantai kemiskinan antargenerasi. Jurnal Kesehatan Masyarakat Ekonomi, 8(1), 55–70.

Wooldridge, J. M. (2010). Econometric analysis of cross section and panel data (2nd ed.). MIT Press.




DOI: https://doi.org/10.32535/jicp.v9i4.5165

Refbacks

  • There are currently no refbacks.


Copyright (c) 2026 Asih Sriwinarti, Sri Suharsih, Rini Dwi Astuti, Arrafi Dandi Mahaputra

Creative Commons License
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.

Flag Counter

Published by:

AIBPM Publisher

Editorial Office:

JL. Kahuripan No. 9 Hotel Sahid Montana, Malang, Indonesia
Phone:
+62 341 366222
Email: journal.jicp@gmail.com
Website:http://ejournal.aibpmjournals.com/index.php/JICP

Supported by: Association of International Business & Professional Management

If you are interested to get the journal subscription you can contact us at admin@aibpm.org.

ISSN 2622-0989 (Print)
ISSN 2621-993X (Online)

DOI:Prefix 10.32535 by CrossREF

Journal of International Conference Proceedings (JICP) INDEXED:

 

In Process


This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.