Published: 2025-07-10
Analisis Determinan Indeks Pembangunan Manusia di Jawa Tengah Tahun 2014-2022 Menggunakan Metode System Generalized Method of Moments
DOI: 10.35870/emt.v9i3.4373
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Abstract
Population density affects the Human Development Index (HDI), particularly in terms of equitable access to education, healthcare, and economic opportunities. In Central Java, regional variations in population density have the potential to create disparities in HDI achievement. This study aims to evaluate the impact of the labor force participation rate, regional minimum wage, regional gross domestic product per capita, and government spending in the education and health sectors on the Human Development Index (HDI) in Central Java Province. The data analysis method applied in this study is the System Generalized Method of Moments because it effectively addresses endogeneity and unobserved heterogeneity, and produces reliable estimates through a combination of differential equations and levels. The research findings indicate that the labor force participation rate, regional gross domestic product per capita, and government spending in the health sector have a positive and significant effect on the HDI. In contrast, the regional minimum wage and government spending in the education sector do not have a significant effect on the HDI in the province due to the lack of effectiveness budget management. To encourage HDI improvement, a comprehensive strategy is needed, including expanding access to education, improving the quality of health services, creating decent employment opportunities, adjusting the minimum wage proportionally, as well as optimizing government spending and ensuring equitable development across regions.
Keywords
Human Development Index ; Labor Force Participation Rate ; Regional Minimum Wage ; GRDP per Capita ; Government Expenditure
Article Information
This article has been peer-reviewed and published in the Jurnal EMT KITA. The content is available under the terms of the Creative Commons Attribution 4.0 International License.
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Issue: Vol. 10 No. 2 (2026)
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Section: Articles
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Published: %750 %e, %2025
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License: CC BY 4.0
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Copyright: © 2025 Authors
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DOI: 10.35870/emt.v9i3.4373
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Khikmatul Balighoh
Program Studi Ekonomi Pembangunan, Fakultas Ekonomika dan Bisnis, Universitas Negeri Semarang, Kota Semarang, Provinsi Jawa Tengah, Indonesia.
Luthfi Ibnu Tsani
Program Studi Ekonomi Pembangunan, Fakultas Ekonomika dan Bisnis, Universitas Negeri Semarang, Kota Semarang, Provinsi Jawa Tengah, Indonesia.
-
Admaja, R. D., & Hasmarini, M. I. (2023). Analisis Pengaruh Kemiskinan, Tingkat Harapan Hidup, Tingkat Harapan Lama Sekolah dan Upah Minimum Terhadap Indeks Pembangunan Manusia. Jurnal Disrupsi Bisnis, 6(1), 126-131.
-
Amrullah, R. (2022). Analisis pengaruh PDRB per kapita, anggaran sektor kesehatan, sektor pendidikan terhadap Indeks Pembangunan Manusia se-Kabupaten di Pulau Madura. Jurnal Ilmu Ekonomi JIE, 6(1), 90-98.
-
Andiny, P., Adelida, N., & Meutia, R. (2019). Analisis ketimpangan pembangunan antar kabupaten/kota (Studi kasus Kabupaten Aceh Timur dan Kota Langsa). Jurnal Samudra Ekonomika, 3(1), 47–56.
-
Anggoro, T. (2024). Faktor-Faktor yang Mempengaruhi Kemiskinan di Pulau Jawa Periode 2012-2022. Journal of Regional Economics and Development, 1(2), 1-12. https://doi.org/10.47134/jred.v1i2.156.
-
Angkat, F., Nainggolan, N. P., Tanjung, A. A., & Lubis, P. K. D. (2024). Pengaruh upah minimum regional dan Indeks Pembangunan Manusia terhadap penyerapan tenaga kerja di Sumatera Utara tahun 2008-2022. Journal of Accounting Law Communication and Technology, 1(2), 714-721.
-
Ariesti, A. E., & Asmara, K. (2023). Analisis faktor-faktor yang mempengaruhi tingkat partisipasi angkatan kerja (TPAK) di Pulau Jawa. Economics and Digital Business Review, 4(2), 432-438.
-
Azwar, A. (2016). Peran alokatif pemerintah melalui pengadaan barang/jasa dan pengaruhnya terhadap perekonomian Indonesia. Kajian Ekonomi dan Keuangan, 20(2), 149-167. https://doi.org/10.31685/kek.v20i2.186.
-
Bano, R. P., & Mertajaya, J. T. (2022). Inverted U-shaped: Tingkat partisipasi angkatan kerja perempuan dan pembangunan ekonomi di Indonesia. Musamus Journal of Economics Development, 4(2), 54–69. https://doi.org/10.35724/feb.v4i2.4594.
-
Becker, G. S. (1964). Human capital: a theoretical and empirical analysis, with special reference to education (Vol. 3). Chicago: University of Chicago Press.
-
Cahyanti, N. D., Muchtolifah, M., & Sishadiyati, S. (2021). Faktor-faktor Indeks Pembangunan Manusia di Provinsi Jawa Timur. Jambura Economic Education Journal, 3(2), 93-101.
-
Chan, S. G., & Karim, M. Z. A. (2012). Public spending efficiency and political and economic factors: Evidence from selected East Asian countries. Economic Annals, 57(193), 7–24. https://doi.org/10.2298/EKA1293007C.
-
Devi, C. (2021). Pengaruh upah minimum, PDRB, dan tingkat inflasi terhadap kesejahteraan masyarakat Kabupaten Nunukan. Jurnal Ekonomika, 12(1), 51-64.
-
Dritsaki, C. (2016). Real wages, inflation, and labor productivity: Evidences from Bulgaria and Romania. Journal of Economic & Financial Studies, 4(05), 24–36.
-
Fahmi, A. (2018). Pengaruh good governance, belanja fungsi pendidikan dan kesehatan, dan PDRB perkapita terhadap IPM. Jurnal Manajemen Keuangan Publik, 2(1), 23-34.
-
Hadia, D., Bachtiar, N., & Elfindri, E. (2019). Human capital investment: An analysis of the return of higher education. Jurnal Perspektif Pembiayaan Dan Pembangunan Daerah, 7(1), 49-62.
-
Hakiki, A., Yulmardi, Y., & Zulfanetti, Z. (2020). Estimasi model Indeks Pembangunan Manusia di Kabupaten/Kota Provinsi Jambi. Jurnal Akrab Juara, 5(3), 32-45.
-
Hasibuan, S. R., Harahap, I., & Tambunan, K. (2023). Pengaruh pertumbuhan ekonomi, pendidikan dan kesehatan terhadap Indeks Pembangunan Manusia di Provinsi Sumatera Utara. Jurnal Manajemen Akuntansi (JUMSI), 3(1), 272-285.
-
Hidayah, N. A. (2024). Determinan ketimpangan pembangunan di Provinsi Jawa Tengah (Doctoral dissertation, Universitas Muhammadiyah Surakarta).
-
Hidayat, A., Lesmana, S., & Latifah, Z. (2022). Peran UMKM (Usaha Mikro, Kecil, Menengah) dalam pembangunan ekonomi nasional. Jurnal Inovasi Penelitian, 3(6), 6707-6714. https://doi.org/10.47492/jip.v3i6.2133.
-
Hidayat, N. (2020). Fenomena migrasi dan urban bias di Indonesia. Jurnal Geografi, 12(01), 245.
-
Indrayana, A. (2021). The analysis of economic growth, the government spending education sector, health sector, and infrastructure sector on human development index in East Java. American Journal of Humanities and Social Sciences Research (AJHSSR), 5(10), 33-39.
-
Isma, I., Irawan, A. F., & Meliyana, N. (2025). Barang publik dan eksternalitas: Tinjauan ekonomi, kebijakan publik, dan perspektif Islam dalam pengelolaan sumber daya (studi kasus taman bersemi STQ). Neraca: Jurnal Ekonomi, Manajemen dan Akuntansi, 3(4), 336-350.
-
Jain, H. (2019). Wage–productivity relationship in Indian manufacturing industries: Evidences from state-level panel data. Margin: The Journal of Applied Economic Research, 13(3), 277–305.
-
Kadir, A., Dwi, M., Santosa, B., Mahardika, P., Ekonomi, I., Ekonomi, P.-F., & Bisnis Universitas Brawijaya, D. (2016). Pengaruh pengeluaran kesehatan dan pendidikan serta infrastruktur terhadap Indeks Pembangunan Manusia di Provinsi Maluku.
-
Maulina, U., & Andriyani, D. (2020). Pengaruh pengeluaran pemerintah sektor pendidikan, kesehatan, dan TPAK terhadap IPM di Indonesia. Jurnal Ekonomika Indonesia, 9(1), 34-43.
-
Melliana, A., & Zain, I. (2013). Analisis statistika faktor yang mempengaruhi Indeks Pembangunan Manusia di Kabupaten/Kota Provinsi Jawa Timur dengan menggunakan regresi panel. Jurnal Sains dan Seni Pomits, 2(2), 237-242.
-
Mongan, J. J. S. (2019). Pengaruh pengeluaran pemerintah bidang pendidikan dan kesehatan terhadap Indeks Pembangunan Manusia di Indonesia. Indonesian Treasury Review: Jurnal Perbendaharaan, Keuangan Negara dan Kebijakan Publik, 4(2), 163-176. https://doi.org/10.33105/itrev.v4i2.122.
-
Mukhtar, S., Saptono, A., & Arifin, A. S. (2019). Analisis pengaruh Indeks Pembangunan Manusia dan tingkat pengangguran terbuka terhadap kemiskinan di Indonesia. Ecoplan: Journal of Economics and Development Studies, 2(2), 77–89. https://doi.org/10.20527/ecoplan.v2i2.20.
-
Muliza, M., Zulham, T., & Seftarita, C. (2017). Analisis pengaruh belanja pendidikan, belanja kesehatan, tingkat kemiskinan, dan PDRB terhadap IPM di Provinsi Aceh. Jurnal Perspektif Ekonomi Darussalam, 3(1), 51-69.
-
Oktaviani, N., & Wardana, G. (2019). Pengaruh tingkat pendidikan dan upah terhadap kesempatan kerja dan kemiskinan di Kabupaten/Kota Provinsi Bali. E-Jurnal Ekonomi Pembangunan Universitas Udayana, 693-718.
-
Prabowo, T. A. (2023). Pengembangan model efisiensi pasar tenaga kerja di Indonesia menggunakan Stochastic Frontier Analysis (Vol. 12, Issue 1).
-
Prasetya, F. (2012). Modul Ekonomi Publik Bagian IV: Teori Pengeluaran Pemerintah. Malang: Universitas Brawijaya.
-
Putri, N. D. K., & Wulandari, D. K. A. (2022). Determinant analysis of income inequality in Indonesia 2015-2020. Indonesian Journal of Human Resources Management.
-
Riley, R., & Bondibene, C. R. (2017). Raising the standard: Minimum wages and firm productivity. Labour Economics, 44, 27–50.
-
Riyanto, M., & Kovalenko, V. (2023). Partisipasi masyarakat menuju negara kesejahteraan: Memahami pentingnya peran aktif masyarakat dalam mewujudkan kesejahteraan bersama. Jurnal Pembangunan Hukum Indonesia, 5(2), 374-388.
-
Royan, M., Riyanto, W. H., & Nuraini, I. (2019). Pengaruh pertumbuhan ekonomi dan investasi terhadap ketimpangan pendapatan di kabupaten/kota Provinsi Nusa Tenggara Barat. Jurnal Ilmu Ekonomi JIE, 3(3), 365–375. https://doi.org/10.22219/jie.V3i3.8993.
-
Ruslan, D., Pasaribu, A. A., & Angin, S. P. (2025). Analisis kemiskinan di Provinsi Aceh dengan pemodelan panel dinamis. Jurnal Ilmiah Ekonomi Bisnis, 30(1), 28-39.
-
Sania, L., Balafif, M., & Imamah, N. (2021). Pengaruh PDRB, tingkat pengangguran terbuka dan UMR terhadap Indeks Pembangunan Manusia di kabupaten dan kota Provinsi Jawa Timur. Bharanomics, 2(1), 33-46. https://doi.org/10.46821/bharanomics.v2i1.189.
-
Schultz, T. W. (1961). Investment in human capital: Reply. The American Economic Review, 51(5), 1035–1039.
-
Sen, A. K. (1999). Development as freedom, Alferd Knopf. New York, United States.
-
Vera, L., & Vera, J. A. (2021). Labor productivity and real wage: Causal relationships in Venezuela. Problemas Del Desarrollo, 52(205), 27–53.
-
Widodo, P., Irawan, L. A., Oktavianti, I. N., & Anisa, L. (2019). Government spending on education, health, and minimum wages as predictors of human development index: Study of selected provinces of Indonesia. International Journal of Advanced Economics, 1(2), 95-101.
-
Zahari, S., & Sudirman, M. S. (2017). The effect of government expenditures in education and health against human development index in Jambi province. The International Journal of Social Sciences and Humanities Invention, 4(8), 3823-3829.
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