Panel Data Regression Model on Determinant Factors of Open Unemployment Rate in West Java Post-Covid-19

Authors

  • Tia Asiyah Rahmah Universitas Padjadjaran, Indonesia

DOI:

https://doi.org/10.59141/jiss.v6i8.1803

Keywords:

Economic Growth, Minimum Wage, Open Unemployment Rate, Panel Data Regression, Post-COVID-19 Labor Market.

Abstract

The COVID-19 pandemic significantly impacted West Java's economy, leading to a drastic rise in the open unemployment rate (TPT), which reached 6.75% by 2024. The aim of this study is to provide an overview of the determining factors influencing the open unemployment rate in West Java Province after COVID-19 using a panel data regression model. The sample consists of 27 regencies/cities in West Java Province. The independent variables in this study are Minimum Wage, Labor Force Participation Rate, Economic Growth, and Infrastructure, while the dependent variable is the open unemployment rate. The method used is quantitative, with analysis conducted through panel data regression analysis. The research data was obtained from documents provided by Statistics Indonesia (BPS). The results of the study using the Fixed Effect Model approach indicate that factors such as Minimum Wage, Labor Force Participation Rate, and Gross Regional Domestic Product significantly affect the open unemployment rate, whereas Infrastructure does not have a significant effect. Therefore, to control the open unemployment rate in West Java, the government can regulate minimum wage policies, promote economic growth, and implement training programs to increase labor force participation.

References

Agustino, L., & Wicaksana, H. H. (2020). Policy Analysis of Handling COVID-19: Experience China, South Korea, Italy, and Indonesia. Journal of Governance, 5(2), 179–201.

Aisyaturridho, Tanjung, A. A., & Hawariyuni, W. (2021). Analisis Pengaruh Pertumbuhan Ekonomi, Upah Minimum, dan Indeks Pembangunan Manusia terhadap Tingkat Pengangguran di Sumatera Utara. Samudra Ekonomika E-ISSN 2685-4287, Vol. 5, No. 2, 114–126. https://doi.org/10.33059/jse.v5i2.3945

Aji Ramadhan, B. (2023). Analisis Pengaruh Populasi Penduduk, Upah Minimum, Pertumbuhan Ekonomi, Dan Indeks Pembangunan Manusia Terhadap Tingkat Partisipasi Angkatan Kerja Provinsi Banten Tahun 2017-2021 (Vol. 21, Issue 3). https://jurnal.ubd.ac.id/index.php/ds

Alkhatiri, Z. S., & Santoso, D. B. (2024). Analisis peran pemerintah dalam pengendalian tingkat pengangguran terbuka di jawa timur pasca covid-19. Journal of Development Economic and Social Studies, 3(4), 1079–1086. https://doi.org/10.21776/jdess.2024.03.4.08

Anisa, S. N., Aulia, S., Indah, A., Dipa, M. A. K., & Panorama, M. (2024). Analisis Peran Infrastruktur Dalam Pertumbuhan Ekonomi Pembangunan Di Kota Palembang. Jurnal Publikasi Ekonomi Dan Akuntansi, 4(1), 36–54. https://doi.org/10.51903/jupea.v4i1.2435

Faizah, U. N., & Woyanti, N. (2023). Analisis Pengaruh Pendidikan, Partisipasi Kerja, dan Upah Minimum terhadap Pengangguran di Provinsi Banten Tahun 2011-2020. BISECER (Business Economic Entrepreneurship), Vol. VI No. 1(P-ISSN: 2599-3097 E-ISSN: 2714-9986). https://doi.org/10.61689/bisecer.v6i1.386

Gessan Septiyanto, W., & Tusianti, E. (2020). Analisis Spasial Tingkat Pengangguran Terbuka di Provinsi Jawa Barat. Jurnal Ekonomi Indonesia •, 9, 119–131.

Ghozali, I. (2016). Aplikasi Analisis Multivariate dengan Program IBM SPSS 23 (8th ed.). Semarang: Badan Penerbit Universitas Diponegoro.

Gujarati, D. N., & Porter, D. C. (2009). Basic Econometrics (5th ed.). New York: McGraw-Hill.

Gumelar, F., Luthfiah, F., Solihat, N., Gusti, N., Putu, A., Susila, M., & Pontoh, R. S. (2023). Ancaman Resesi: Peran UMKM Dalam Akselerasi Perekonomian Jawa Barat Pasca Pandemi. Emerging Statistics and Data Science Journal, 1(2).

Marliana, L. (2022). Analisis Pengaruh Indeks Pembangunan Manusia, Pertumbuhan Ekonomi dan Upah Minimum terhadap Tingkat Pengangguran Terbuka di Indonesia. Ekonomis: Journal of Economics and Business, 6(1), 87. https://doi.org/10.33087/ekonomis.v6i1.490

Nnamdi Lawrence, O., & Nonso John, O. (2024). EFFECT OF INFRASTRUCTURE DEVELOPMENT ON LEVEL OF UNEMPLOYMENT IN NIGERIA. In Nnadiebube Journal of Social Sciences (Vol. 5, Issue 2).

Pakaya, N., Arham, M. A., & Bumulo, F. (2023). Pengaruh Pengeluaran Dana Pendidikan, Dana Kesehatan, Dana Infrastruktur Terhadap Tingkat Pengangguran Terbuka (TPT) Di Provinsi Gorontalo (Vol. 1). https://ejurnal.ung.ac.id/index.php/jsep/index

Rizki, M. I., Gumelar, F., Cerelia, J. J., Ammar, T., & Nugraha, A. (2022). Pemodelan Regresi Data Panel pada Faktor yang Mempengaruhi Tingkat Pengangguran Terbuka di Jawa Barat.

Simbolon, C. M., Utari, R., Karo, K., Daffa, D. S., Hidayat, N., & Ekonomi, F. (2023). Analisis Pengaruh Ipm, Ump Dan Tingkat Partisipasi Angkatan Kerja Terhadap Pengangguran Terbuka Di Indonesia. Journal of Social and Economics Research, 5(2), 451–463. https://idm.or.id/JSER/index

Sugiyono. (2021). Metode Penelitian Kuantitatif, Kualitatif, dan R&D. Bandung: Alfabeta.

Widarjono, A. (2009). Ekonometrika Pengantar dan Aplikasinya (Edisi Ketiga). Yogyakarta: Ekonesia.

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Published

2025-08-11

How to Cite

Rahmah, T. A. (2025). Panel Data Regression Model on Determinant Factors of Open Unemployment Rate in West Java Post-Covid-19. Jurnal Indonesia Sosial Sains, 6(8), 2586–2598. https://doi.org/10.59141/jiss.v6i8.1803