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Pengaruh Tingkat Partisipasi Angkatan Kerja, Upah Minimum, Rata-Rata Lama Sekolah, dan Pertumbuhan Ekonomi terhadap Tingkat Pengangguran Terbuka di Provinsi Kalimantan Timur

  • Winanda Adi Prasetya1*
  • Mohammad Wahed2
1,2 University of Pembangunan Nasional Veteran Jawa Timur image/svg+xml
* Corresponding Author: Winanda Adi Prasetya
Cover Jurnal EMT KITA Vol 10 No 4 Oktober 2026

Abstract

The high open unemployment rate in East Kalimantan Province reflects the structural imbalance of the labour market. This study aims to analyse the effect of the Labour Force Participation Rate (LFPR), Minimum Wage, Average Years of Schooling (AYS), and Economic Growth on the Open Unemployment Rate (OUR) across regencies and cities in East Kalimantan Province. This study uses panel data from 10 regencies and cities over the period 2017 to 2025, obtained from the Central Bureau of Statistics of East Kalimantan Province. The data were analysed using panel data regression with the Common Effect Model (CEM) as the selected estimation approach, based on the Chow Test, Hausman Test, and Lagrange Multiplier Test. The results indicate that LFPR has a positive and significant effect on OUR; Minimum Wage has a negative and significant effect on OUR; AYS has a positive and significant effect on OUR; and Economic Growth has a negative and significant effect on OUR. The coefficient of determination (R2) shows that the four independent variables explain 64.84% of the variation in OUR in East Kalimantan. These findings suggest that labour market policies must address the mismatch between education output and industry demand, and that inclusive economic growth is essential for reducing open unemployment in resource-dependent regions.

Keywords

Open Unemployment Rate Labour Force Participation Rate Minimum Wage Average Years Of Schooling Economic Growth

How to Cite

Citation Format
Prasetya, W. A., & Wahed, M. (2026). Pengaruh Tingkat Partisipasi Angkatan Kerja, Upah Minimum, Rata-Rata Lama Sekolah, dan Pertumbuhan Ekonomi terhadap Tingkat Pengangguran Terbuka di Provinsi Kalimantan Timur. Jurnal EMT KITA, 10(4), 2228-2236. https://doi.org/10.35870/emt.v10i4.7159

References

18 References
  • Aisyaturridho, T., Tanjung, A. A., & Hawariyuni, W. (2021). Analisis pengaruh pertumbuhan ekonomi, upah minimum dan indeks pembangunan manusia terhadap tingkat pengangguran di Indonesia. Jurnal Samudra Ekonomika, 5(2), 114–124.
  • Atunnisa’, T. M., Salwa, M. Z. A., & Wijaya, M. B. (2024). Analisis pengaruh tingkat pengangguran terbuka, rata-rata lama sekolah dan upah minimum terhadap penduduk miskin di Jawa Timur tahun 2023. Buletin Ekonomika Pembangunan, 5(2). https://doi.org/10.21107/bep.v5i2.26314.
  • 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. https://doi.org/10.20885/jkek.vol1.iss1.art11.
  • 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), 6(1), 48–61.
  • Fikri, I., & Alianis. (2023). Pengaruh upah, pertumbuhan ekonomi, dan inflasi terhadap pengangguran di Indonesia. Jurnal Kajian Ekonomi dan Pembangunan, 5(1), 37–44. https://doi.org/10.24036/jkep.v5i1.14419.
  • Juhro, S., & Trisnanto, B. (2018). Paradigma dan model pertumbuhan ekonomi endogen Indonesia. In Publication-Bi.
  • Kartika, R., & Muslim, I. (2021). Analisis faktor-faktor yang mempengaruhi pengangguran di Indonesia. Abstract of Undergraduate Research, Faculty of Economics, Bung Hatta University, 19(No. 3), 64–66.
  • Mankiw, N. G. (2018). Pengantar ekonomi makro (Edisi 7). Salemba Empat.
  • Maylapattra, A., & Fauzia, A. (2023). Pengaruh kualitas pendidikan terhadap tingkat pengangguran di Provinsi Jawa Barat tahun 2017-2021. Jurnal Pendidikan Ekonomi Indonesia, 5(2), 123–134.
  • Nababan, A., Waimbo, D. E., & Maspaitella, M. R. (2023). Pengaruh angkatan kerja dan pertumbuhan ekonomi terhadap tingkat pengangguran terbuka di Provinsi Papua Barat tahun 2017-2021. Lensa Ekonomi, 16(02), 320. https://doi.org/10.30862/lensa.v16i02.253.
  • Pratama, F. W., & Setyowati, E. (2022). Analisis faktor-faktor yang mempengaruhi pengangguran terdidik lulusan universitas di Indonesia tahun 2005-2021. Ekonomis: Journal of Economics and Business, 6(2), 662. https://doi.org/10.33087/ekonomis.v6i2.601.
  • Saputra, M. I., Rafi, M., Harahap, R. M., Jaya, M. G. P., Fareza, N., Ramadhan, M. D., Pratama, M. D., & Ramadhan, R. F. (2025). Studi tentang faktor-faktor yang mempengaruhi tingkat pengangguran pemuda di negara-negara maju. Journal of Economics and Business, 3(1), 31–40. https://doi.org/10.61994/econis.v3i1.553.
  • Schultz, T. W. (1961). Investment in human capital (Number One). In Nuclear Medicine Communications, 17(5), 400–409.
  • Sifriyani, S., Ilmi, H., & Mar’ah, Z. (2021). Application of nonparametric geographically weighted spline regression model for spatial mapping of open unemployment rate in Kalimantan. Journal of Physics Conference Series, 2123(1), 12038. https://doi.org/10.1088/1742-6596/2123/1/012038.
  • Simbolon, C. M., Karo, R. U. K., Daffa, D. S., & Hidayat, N. (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.
  • Sulistyono, N. B. E., Warsito, H., Lestari, D., Pristiwaningsih, E. R., & Dhamayanthi, W. (2024). Seberapa mampu keterampilan bisnis mempengaruhi pertumbuhan ekonomi? Journal of Business Management, 2(1), 28–31. https://doi.org/10.47134/jobm.v2i1.17.
  • Tumilaar, T. V., Maramis, M. T. B., & Siwu, H. F. D. (2022). Pengaruh jumlah penduduk, pendidikan, dan upah minimum terhadap tingkat pengangguran terbuka di Kabupaten/Kota Provinsi Kalimantan Timur. Jurnal Berkala Ilmiah Efisiensi, 22(5), 61–72.
  • Zuliasari, S., & Rachmawati, L. (2021). Analisis pengaruh PDRB, jumlah penduduk, upah minimum terhadap pengangguran di Kabupaten/Kota Provinsi Jawa Timur. Independent Journal of Economics, 1(1), 105–119. https://doi.org/10.26740/independent.v1n1.p105-119.

Author Biographies

Winanda Adi Prasetya, University of Pembangunan Nasional Veteran Jawa Timur

Program Studi Ekonomi Pembangunan, Fakultas Ekonomi dan Bisnis, Universitas Pembangunan Nasional “Veteran” Jawa Timur, Kota Surabaya, Provinsi Jawa Timur, Indonesia.

Mohammad Wahed, University of Pembangunan Nasional Veteran Jawa Timur

Program Studi Ekonomi Pembangunan, Fakultas Ekonomi dan Bisnis, Universitas Pembangunan Nasional “Veteran” Jawa Timur, Kota Surabaya, Provinsi Jawa Timur, Indonesia.

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Copyright (c) 2026 Winanda Adi Prasetya, Mohammad Wahed

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

This is an open-access journal distributed under the Creative Commons Attribution 4.0 International License (CC BY 4.0), which permits unrestricted use, distribution, reproduction, and adaptation in any medium (even commercially), provided appropriate credit is given to the original author(s), a link to the license is provided, and any changes made are indicated. Authors retain copyright without restrictions and grant the journal the right of first publication as well as non-exclusive publishing rights for archiving, indexing, and scholarly dissemination.

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