Human Capital and Labor Market Efficiency in Indonesia: The Mediating Role of Education and the Moderating Role of the West–East Region

Authors

  • niken widoretno IKIP PGRI BOJONEGORO

DOI:

https://doi.org/10.30822/jepwira.v2i1.5459

Keywords:

Health Quality; Education Level; Labor Market Efficiency; Human Capital; Regional Dummy

Abstract

This study analyzes the effect of health quality on education level and labor market efficiency in Indonesia by positioning education as a mediator and the Western–Eastern regional dummy as a moderator. A quantitative approach was applied using panel data from 34 Indonesian provinces during 2021–2024, resulting in 136 observations. The data were analyzed using Partial Least Squares Structural Equation Modeling. Health quality was measured by life expectancy based on the SP2020 LF method, improved drinking water access, and adjusted stunting prevalence. Education level was measured by mean years of schooling and higher education enrollment, while the labor market was measured by the open unemployment rate and labor productivity. The results show that health quality positively affects education but has no direct effect on the labor market. Education positively affects the labor market and fully mediates the effect of health quality. The regional dummy moderates the education–labor market relationship at ? = 10%, with a stronger effect in Western Indonesia

Downloads

Download data is not yet available.

References

Acemoglu, D., & Restrepo, P. (2022). Tasks, automation, and the rise in U.S. wage inequality. Econometrica, 90(5), 1973–2016. https://doi.org/10.3982/ECTA19815

Affandi, Y., Anugrah, D. F., Harun, C. A., Naufal, M. M., Tasijawa, J., & Kuntoadji, P. (2024). Optimizing human capital capacity to drive growth above 5%. Bank Indonesia.

Baldacci, E., Clements, B., Gupta, S., & Cui, Q. (2008). Social spending, human capital, and growth in developing countries. World Development, 36(8), 1317–1341. https://doi.org/10.1016/j.worlddev.2007.08.003

BAPPENAS. (2023). Laporan pelaksanaan pencapaian tujuan pembangunan berkelanjutan/sustainable development goals (TPB/SDGs) tahun 2023. Kementerian Perencanaan Pembangunan Nasional/Badan Perencanaan Pembangunan Nasional.

Bloom, D. E., Khoury, A., Kufenko, V., & Prettner, K. (2021). Spurring economic growth through human development: Research results and guidance for policymakers. Population and Development Review, 47(2), 377–409. https://doi.org/10.1111/padr.12389

BPS. (2024a). Indeks Pembangunan Manusia (IPM) Indonesia tahun 2024. Badan Pusat Statistik.

BPS. (2024b). Tingkat Pengangguran Terbuka (TPT) sebesar 4,91 persen dan rata-rata upah buruh sebesar 3,27 juta rupiah per bulan. Badan Pusat Statistik.

Cunha, F., & Heckman, J. (2010). Investing in our young people (NBER Working Paper No. 16201). National Bureau of Economic Research. https://doi.org/10.3386/w16201

Cutler, D. M., & Lleras-Muney, A. (2010). Understanding differences in health behaviors by education. Journal of Health Economics, 29(1), 1–28. https://doi.org/10.1016/j.jhealeco.2009.10.003

Hanushek, E. A., & Woessmann, L. (2008). The role of cognitive skills in economic development. Journal of Economic Literature, 46(3), 607–668. https://doi.org/10.1257/jel.46.3.607

Hanushek, E. A., & Woessmann, L. (2021). Education and economic growth. In Oxford Research Encyclopedia of Economics and Finance. Oxford University Press. https://doi.org/10.1093/acrefore/9780190625979.013.651

ILO. (2024). Global employment trends for youth 2024: Decent work, brighter futures. International Labour Organization.

Indrawati, S. M., & Kuncoro, A. (2021). Improving competitiveness through vocational and higher education: Indonesia's vision for human capital development in 2019–2024. Bulletin of Indonesian Economic Studies, 57(1), 29–59. https://doi.org/10.1080/00074918.2021.1909692

Leuven, E., & Oosterbeek, H. (2011). Overeducation and mismatch in the labor market. In E. A. Hanushek, S. Machin, & L. Woessmann (Eds.), Handbook of the economics of education (Vol. 4, pp. 283–326). Elsevier. https://doi.org/10.1016/B978-0-444-53444-6.00003-1

McGuinness, S., Pouliakas, K., & Redmond, P. (2018). Skills mismatch: Concepts, measurement and policy approaches. Journal of Economic Surveys, 32(4), 985–1015. https://doi.org/10.1111/joes.12254

OECD. (2023). Education at a glance 2023. OECD Publishing. https://doi.org/10.1787/e13bef63-en

Psacharopoulos, G., & Patrinos, H. A. (2018). Returns to investment in education: A decennial review of the global literature. Education Economics, 26(5), 445–458. https://doi.org/10.1080/09645292.2018.1484426

Puspasari, D. (2020). Analisis pengaruh pendidikan, kesehatan dan upah terhadap produktivitas tenaga kerja di Provinsi Jawa Tengah. Jurnal Dinamika Ekonomi Pembangunan, 3(1), 65–76. https://doi.org/10.14710/jdep.3.1.65-76

Putranto, F. G. F., Natalia, C., & Pitriyani, N. K. D. (2024). Closing the gap between education and labor market requirement: Do vocational education matter? The Journal of Indonesia Sustainable Development Planning, 5(3), 181–191. https://doi.org/10.46456/jisdep.v5i3.614

Putri, Y. A. K. D., & Kusreni, S. (2017). Analisis pengaruh tingkat kesehatan, tingkat pendidikan, dan upah terhadap produktivitas tenaga kerja di Indonesia. Jurnal Ilmu Ekonomi dan Pembangunan, 17(2). https://doi.org/10.20961/jiep.v17i2.14930

Safuan, S., & Nazara, S. (2005). Identifikasi fenomena 'overeducation' di pasar kerja di Indonesia? Jurnal Ekonomi dan Pembangunan Indonesia, 6(1), 79–92. https://doi.org/10.21002/jepi.v6i1.152

Sitorus, F. M., & Wicaksono, P. (2020). The determinant of educational mismatch and its correlation to wages. Jurnal Ekonomi Pembangunan, 18(2), 163–176. https://doi.org/10.29259/jep.v18i2.12788

Well, D. N. (2007). Accounting for the effect of health on economic growth. The Quarterly Journal of Economics, 122(3), 1265–1306. https://doi.org/10.1162/qjec.122.3.1265

Wicaksono, P., Theresia, I., & Al Aufa, B. (2023). Education–occupation mismatch and its wage penalties: Evidence from Indonesia. Cogent Business & Management, 10(3). https://doi.org/10.1080/23311975.2023.2251206

Windhani, K. (2023). Human capital and regional economic growth in Indonesia: A spatial analysis approach. Indonesian Journal of Geography, 55(3). https://doi.org/10.22146/IJG.88241

World Bank. (2024). World development report 2024: The middle-income trap. World Bank. https://doi.org/10.1596/978-1-4648-2078-6

Published

2026-06-25

How to Cite

Human Capital and Labor Market Efficiency in Indonesia: The Mediating Role of Education and the Moderating Role of the West–East Region. (2026). Jurnal Ekonomi Pembangunan Widya Mandira, 2(1), 39-66. https://doi.org/10.30822/jepwira.v2i1.5459

Most read articles by the same author(s)