Determinan Pengangguran Jawa Barat 2020-2024 Dengan Pandemi COVID-19 Sebagai Dummy dan Interaksi

(Determinan Pengangguran Jawa Barat 2020-2024 Dengan Pandemi COVID-19 Sebagai Dummy dan Interaksi)

Authors

  • Imamah Shabrina Universitas Negeri Surabaya
  • Prayudi Setiawan Prabowo Universitas Negeri Surabaya

DOI:

https://doi.org/10.26740/independent.v6i2.75803

Keywords:

Unemployment, Minimum Wage, Domestic Investment, Labor Force Participation Rate, Economic Growth, Pandemic Dummy

Abstract

The persistently high unemployment rate in West Java Province, despite being a national industrial hub, indicates structural problems in the labor market that have become increasingly complex due to the COVID-19 pandemic. This study focuses on the influence of the minimum wage, domestic investment, the Labor Force Participation Rate (LFPR), and economic growth on unemployment, both before and during the pandemic, while also considering the interaction of wage subsidy policies implemented over the 2020–2024 period. The research adopts a quantitative approach using panel data regression across 27 districts and cities in West Java through three model specifications. The findings reveal that prior to the pandemic, minimum wages had no significant effect on unemployment, while domestic investment showed a significant positive impact, whereas LFPR and economic growth were not significant. During the pandemic period, the COVID-19 variable significantly increased unemployment, with other variables remaining relatively stable. After the implementation of wage subsidy policies, LFPR had a significant negative effect on unemployment, while domestic investment became insignificant. Overall, the results emphasize the crucial role of the pandemic and labor policy dynamics in influencing unemployment in West Java.

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References

’Aini, O. D. N. (2024). Analisis pengaruh Covid-19 terhadap tingkat pengangguran di Provinsi Jawa Tengah. Economics , Finance , and Business Review, 1(2), 71–82. https://doi.org/10.20885/efbr.vol1.iss2.art1

Adipratomo, Y. A. R., Hutagaol, M. P., & Tanjung, D. (2024). Penyebab Tingginya Angka Pengangguran di Jawa Barat. SEIKAT: Jurnal Ilmu Sosial, Politik Dan Hukum, 3(2), 158–165. https://doi.org/10.55681/seikat.v3i2.1274

Akbar, S., Haerisma, A. S., & Suharto, T. (2023). Analysis of Factors Influencing Employment Opportunities in West Java Province in 2015-2020. Journal of Economic Development and Village Building, 1(1), 53–64. https://doi.org/10.59261/jedvb.v1i1.4

Anjarwati, L., & Juliprijanto, W. (2021). Determinan Pengangguran Terdidik Lulusan Universitas di Pulau Jawa. Jurnal Ekonomi Pembangunan, 10(3), 178–187. https://doi.org/10.23960/jep.v10i3.280

Badan Pusat Statistik. (2025a). [Seri 2010] Laju Pertumbuhan PDRB Atas Dasar Harga Konstan Menurut Kabupaten/Kota Provinsi Jawa Barat (Persen). Jawa Barat. https://jabar.bps.go.id/id/statistics-table/2/NDgjMg%3D%3D/-seri-2010--laju-pertumbuhan-pdrb-atas-dasar-harga-konstan-menurut-kabupaten-kota-provinsi-jawa-barat.html

Badan Pusat Statistik. (2025b). Tingkat Pengangguran Terbuka Kabupaten/Kota (Persen). Jawa Barat. https://jabar.bps.go.id/id/statistics-table/2/NzMjMg==/tingkat-pengangguran-terbuka-kabupaten-kota.html

Badan Pusat Statistik. (2025c). Tingkat Pengangguran Terbuka Menurut Provinsi (Persen). Indonesia. https://www.bps.go.id/id/statistics-table/2/NTQzIzI=/unemployment-rate-by-province.html

Badan Pusat Statistik. (2025d). Upah Minimum Provinsi (UMP) per Bulan Menurut Provinsi di Indonesia (rupiah). Indonesia. https://sultra.bps.go.id/id/statistics-table/1/NDc4MyMx/upah-minimum-provinsi-ump-per-bulan-menurut-provinsi-di-indonesia-rupiah-2021-2024.html

Basten, E. Van, Hudayah, S., & Gani, I. (2021). Pengaruh Utang Luar Negeri Terhadap Pertumbuhan Ekonomi dan Dampaknya Pada Pengangguran Terbuka di Indonesia. 23(1), 340–350.

Basuki, A. T., & Yuliadi, I. (2015). Electronic Data Processing (SPSS 15 dan EVIEWS 7). In Archives of Environmental Health (Vol. 3, Issue 5). Cetakan pertama. Yogyakarta : Danisa Media.

BNPB. (2020). Begini Prosedur Penerimaan Bantuan untuk Percepatan Penanganan Covid – 19. https://bnpb.go.id/berita/begini-prosedur-penerimaan-bantuan-untuk-percepatan-penanganan-covid-19

Darmawan, A. S., & Mifrahi, M. N. (2022). Analisis Tingkat Pengangguran Terbuka di Indonesia Periode Sebelum dan Saat Pandemi Covid-19. Jurnal Kebijakan Ekonomi Dan Keuangan, 1(1), 111–118.

Ekananda, M. (2016). Analisis Ekonometrika Data Panel: Teori Lengkap Dan Pembahasan Menyeluruh Bagi Peneliti Ekonomi, Bisnis, Dan Sosial. Jakarta: Mitra Wacana Media.

Gordon, D. F. (1976). A neo-classical theory of keynesian unemployment. Carnegie-Rochester Conference Series on Public Policy, 1, 65–97. https://doi.org/https://doi.org/10.1016/S0167-2231(76)80007-3

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

Hawariyuni, W., & Andrasari, M. (2022). Economics Development Analysis Journal Role of Investment and Macroeconomic Variables on Unemployment in Indonesia Article Information. Economics Development Analysis Journal, 3, 321–328. http://journal.unnes.ac.id/sju/index.php/edaj

International Labour Organization (ILO). (2021). Pemantauan ILO edisi ke-7: COVID-19 dan dunia kerja -- Estimasi dan analisis terbaru. https://www.ilo.org/id/publications/pemantauan-ilo-edisi-ke-7-covid-19-dan-dunia-kerja-estimasi-dan-analisis

Kaufman, R. L. (2014). Sage Research Methods Heteroskedasticity in Regression : Detection and Correction.

Mortensen, D. T., & Pissarides, C. A. (2011). Job Matching, Wage Dispersion, and Unemployment.

Nugraha, M. K. (2022). Penyaluran BSU di Jawa Barat Mencapai 2,1 Juta Penerima. Times Indonesia. https://timesindonesia.co.id/peristiwa-daerah/431979/penyaluran-bsu-di-jawa-barat-mencapai-21-juta-penerima

Pratama, M. A. P., & Setyowati, E. (2020). Analysis Of The Effect Of GDRP, Wage, Domestic Investment, Population On Open Unemployment Rate In Six Provinces Of The Island Of Java for the 2015-2020 Period. 2nd International Conference on Islamic Economics, Islamic Finance, & Islamic Law (ICIEIFIL), 22–31.

Purwanto, D. A., Nugroho, A. S., Nurhayati, E., & Maulida, F. (2022). INDEF POLICY BRIEF EVALUASI PROGRAM BANTUAN SUBSIDI UPAH ( BSU ) 2021. INDEF: Institute for Development of Economics and Finance.

Rambe, R. C., Prihanto, P. H., & Hardiani. (2019). Analisis faktor-faktor yang mempengaruhi pengangguran terbuka di Provinsi Jambi. E-Jurnal Ekonomi Sumberdaya Dan Lingkungan, 8(1), 2303–1220. https://doi.org/10.22437/jels.v8i1.11967

Riyadi, M. D., & Woyanti, N. (2022). Analisis Investasi, Pendapatan Asli Daerah, Tenaga Kerja dan Pertumbuhan Ekonomi: Studi Provinsi Jawa Barat. 12(1), 13–26.

Riyandi, R. (2020). 2,6 Juta Pekerja di Jawa Barat Dapat Bantuan Subsidi Upah. AyoBandung.Com. https://www.ayobandung.com/regional/pr-79696728/2-6-juta-pekerja-di-jawa-barat-dapat-bantuan-subsidi-upah

Rokhim, F., Novianti, T., & Anggraeni, L. (2024). Faktor-Faktor Pendorong Pengangguran Usia Muda di Indonesia (Driving Factors of Youth Unemployment In Indonesia). 73–89.

Romer, P. M. (1994). The Origins of Endogenous Growth. 8(1), 3–22.

Sambaulu, R. A., Rotinsulu, T. O., & Lapian, A. L. C. P. (2022). Pengaruh Jumlah Penduduk, Upah Minimum dan Inflasi Terhadap Pengangguran di Kota Manado. Jurnal Berkala Ilmiah Efisiensi, 22(6), 37–48.

Saputra, D. D., Ismiwati, B., & Wafik, A. Z. (2025). The Effect of Economic Growth , Minimum Wage , Human Development Index on Open Unemployment Rate in West Nusa Tenggara (2019-2023). Journal of Finance, Economics and Business, 4(1), 80–100. https://risetekonomi.com/jurnal/index.php/feb/index

Satu Data Perdagangan. (2025). Investasi PMDN. https://satudata.kemendag.go.id/data-informasi/perdagangan-dalam-negeri/investasi-pmdn

Solow, R. M. (1979). Another Possible Source of Wage Stickiness. Journal of Macroeconomics, 1(1), 79–82. https://doi.org/10.1016/0164-0704(79)90022-3

Sugiyono. (2023). Metode Penelitian Kuantitatif, Kualitatif, dan R&D. Bandung: Alfabeta.

Toruan, P. L., Manalu, G., Sinaga, M. B., & Dayat, H. (2024). Pengaruh Faktor- Faktor Ekonomi Terhadap Pengangguran Terbuka di Provinsi Sumatra Barat. Inisiatif: Jurnal Ekonomi, Akuntansi Dan Manajemen, 4(1), 402–416. https://doi.org/10.30640/inisiatif.v4i1.3600

Widiantari, I. A. A., Sahri, S., & Suriadi, I. (2023). The Influence of Labor Force Participation Rate, Total Population and Minimum Wage on Unemployment in West Nusa Tenggara Province in 2017-2021. Journal of Economics, Finance and Management Studies, 06(05), 2267–2270. https://doi.org/10.47191/jefms/v6-i5-46

Published

21-08-2026

How to Cite

Shabrina, I., & Prabowo, P. S. (2026). Determinan Pengangguran Jawa Barat 2020-2024 Dengan Pandemi COVID-19 Sebagai Dummy dan Interaksi: (Determinan Pengangguran Jawa Barat 2020-2024 Dengan Pandemi COVID-19 Sebagai Dummy dan Interaksi). Independent: Journal of Economics, 6(2), 213–237. https://doi.org/10.26740/independent.v6i2.75803
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