Determinasi Faktor Ekonomi terhadap Pengangguran Terbuka (periode 2018–2023) dengan Pendekatan Generalized Method of Moments
Abstract
The Open Unemployment Rate (OUR) serves as a key indicator of economic development performance. West Java Province, home to the largest labor force in Indonesia, continues to experience a high unemployment rate despite a declining trend in percentage terms. The increasing number of people in the productive age group keeps the absolute number of unemployed individuals high, necessitating an in-depth analysis of the economic factors influencing unemployment. This study employs a quantitative approach to examine the impact of Gross Regional Domestic Product (GRDP), investment, Micro, Small, and Medium Enterprises (MSMEs), District/City Minimum Wage (UMK), and per capita expenditure on the Open Unemployment Rate (OUR) in West Java during 2018–2023. The research utilizes secondary data from the Central Bureau of Statistics (BPS) and applies the Generalized Method of Moments (GMM) Arellano-Bond technique to address endogeneity issues and estimate dynamic panel data. The results show that GRDP (coefficient: -23.94247, significance: 0.0294 < 0.05) and UMK (coefficient: -49.29866, significance: 0.0171 < 0.05) effectively reduce unemployment. Conversely, investment (coefficient: 1.820911, significance: 0.2219 > 0.05) and MSMEs (coefficient: -7.378088, significance: 0.2786 > 0.05) were found to have an insignificant impact. Additionally, per capita expenditure (coefficient: 30.63083, significance: 0.0058 < 0.05) suggests that consumption is not yet directed toward productive sectors. These findings highlight the need for fiscal policies that support productive domestic consumption, strengthen MSMEs, and develop labor-intensive sectors to sustainably reduce unemployment in West Java.
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References
Alalawneh, M., & Nessa, A. (2020). The Impact Of Foreign Direct Investment On Unemployment: Panel Data Approach. Emerging Science Journal, 4(4), 228–242. Https://Doi.Org/10.28991/Esj-2020-01226
Ali, G., Koleangan, R. A., Dj Siwu, H. F., Ekonomi Pembangunan, J., & Ekonomi Dan Bisnis, F. (2022). pengaruh produk domestik regional bruto (pdrb) dan investasi terhadap penyerapan tenaga kerja di kabupaten minahasa selatan. Jurnal Berkala Ilmiah Efisiensi, 20, 1. Https://Doi.Org/Ejournal.Unsrat.Ac.Id/V2/Index.Php/Jbie/Article/View/27087
Bakri, M. A. (2021). Moderating Effect Of Audit Quality: The Case Of Dividend And Firm Value In Malaysian Firms. Cogent Business And Management, 8(1). Https://Doi.Org/10.1080/23311975.2021.2004807
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), 291–298. Https://Doi.Org/10.20885/Esds.Vol1.Iss.2.Art29
Haryanto, A. E. P., & Wibowo, W. (2022b). Pemodelan Faktor-Faktor Yang Memengaruhi Jumlah Pengangguran Di Indonesia Menggunakan Metode Generalized Poisson Regression Dan Negative Binomial Regression. Jurnal Ketenagakerjaan, 17(2), 174–186. Https://Doi.Org/10.47198/Naker.V17i2.132
Hikmah, L., Imamah, N., & Fattah, A. (2021). Pengaruh Pertumbuhan Ekonomi, Upah Minimum Dan Pendidikan Terhadap Tingkat Pengangguran Di Kabupaten Dan Kota Provinsi Jawa Timur Tahun 2015-2019. Bharanomics, 2(1), 11–21. Https://Doi.Org/10.46821/Bharanomics.V2i1.187
Lestari, S., Sutanty, M., & Korespondensi, P. (2023). Analisis Penyerapan Tenaga Kerja Pada Sektor Usaha Mikro Kecil Dan Menengah Di Kabupaten Sumbawa. Jurnal Ekonomi dan Bisnis, 11(3), 2023
Mohamud, M. H., Mohamud, F. A., Gul, A., Warsame, A. A., Osman, B. M., & Ahmed, S. M. (2024). Unemployment Rate And The Gross Domestic Product In Somalia: Using Frequentist And Bayesian Approach. Cogent Economics And Finance, 12(1). Https://Doi.Org/10.1080/23322039.2024.2388234
Nepram, D., Singh, S. P., & Jaman, S. (2021). The Effect Of Government Expenditure On Unemployment In India: A State Level Analysis. Journal Of Asian Finance, Economics And Business, 8(3), 763–769. Https://Doi.Org/10.13106/Jafeb.2021.Vol8.No3.0763
Nurcitra, E., Ningtias, A., & Anwar, A. F. (2021). Estimating The Impact Of Unemployment, Education Level, Minimum Wage, And Per Capita Expenditure On Poverty In Makassar City. Bulletin Of Economic Studies (BEST), 1(1), 1–12. Https://Doi.Org/10.24252/Best.V1i1.19637
Pamuji, A., Setiawan, E. P., & Munir, A. M. (2024). Regresi Data Panel Dalam Analisis Faktor-Faktor Yang Mempengaruhi Tingkat Pengangguran Terbuka Di Provinsi Daerah Istimewa Yogyakarta Tahun 2017-2021. Indonesian Journal Of Applied Statistics, 6(2), 162. Https://Doi.Org/10.13057/Ijas.V6i2.80010
Putri, R. N., & Ash Shidiqie, J. S. (2023). Analisis Faktor Yang Mempengaruhi Tingkat Pengangguran Terbuka Di Indonesia Tahun 2015-2020. Jurnal Kebijakan Ekonomi Dan Keuangan, 220–225. Https://Doi.Org/10.20885/Jkek.Vol1.Iss2.Art9
Putri Wardyana, S., & Setiawan Prabowo, P. (2022). Analisis Pengeluaran Perkapita Dalam Upaya Peningkatan Pembangunan Manusia Di Sulawesi Tenggara Pada Tahun 2021. In Journal Of Economics (Vol. 2). Https://Doi.Org/Https://Doi.Org/10.26740/Independent.V2n3.P42-48
Rachmawati, R., & Kamal, M. (2021). A Portrait Of A Bussiness Management And Strategy In Developing Batik Small And Medium Enterprise (SME) In 4.0 Industrial Era. Atlantis Press, 574, 1–6. Https://Doi.Org/10.2991/Assehr.K.211125.079
Schennach, S., & Starck, V. (2022). Optimally-Transported Generalized Method Of Moments. The Institute For Fiscal Studies & Department Of Economics, UCL., 17, 1–31. Https://Doi.Org/10.47004/Wp.Cem.2022.1722
Silalahi, B., & Ruslan, D. D. (2024). Pengaruh Jumlah Penduduk, Tingkat Upah Minimum Dan Tingkat Pengangguran Terhadap Pengeluaran Perkapita Kabupaten/Kota Provinsi Sumatera Utara. Jurnal Ilmiah Sosio-Ekonomika Bisnis, 27(2). 1–9. Https://Doi.Org/Online-Journal.Unja.Ac.Id/Jseb/Article/View/38298
Taiwo, O. S., Hakan, A., & Savaş, Ç. (2022). Modeling The Impacts Of Msmes’ Contributions To GDP And Their Constraints On Unemployment: The Case Of African’s Most Populous Country. Studies In Business And Economics, 17(1), 154–170. Https://Doi.Org/10.2478/Sbe-2022-0011
Teck HOON, H., & MARGARITA Gylfi ZOEGA, K. (2018). Investment And The Long Swings Of Unemployment. Biron - Birkbeck Institutional Research Online, 4, 1–28. Https://Doi.Org/DOI:10.1111/Ecot.12350
Utari Swastika, S., & Arifin, Z. (2023). Pengaruh Rata-Rata Lama Sekolah, Umur Harapan Hidup, Dan Pengeluaran Perkapita Terhadap Pertumbuhan Ekonomi Dki Jakarta. Jurnal Ilmu Ekonomi (JIE), 7(03), 449–464. Https://Doi.Org/10.22219/Jie.V7i03.28113
Wicaksono, M. E., Maruddani, D. A. I., & Utami, I. T. (2023). Model Regresi Data Panel Dinamis Dengan Estimasi Parameter Arellano-Bond Pada Pertumbuhan Ekonomi Di Indonesia. Jurnal Gaussian, 12(2), 266–275. Https://Doi.Org/10.14710/J.Gauss.12.2.266-275
Wulandari, D. L., & Astuti, I. P. (2023). Determinan Tingkat Pengangguran Di Jawa Tengah. Jurnal Ekonomi-Qu, 13(1), 44. Https://Doi.Org/10.35448/Jequ.V13i1.20530
Yuniarti, Q., & Imaningsih, N. (2022). Pengaruh Pertumbuhan Ekonomi, Tingkat Kemiskinan Dan Indeks Pembangunan Manusia Terhadap Tingkat Pengangguran Terbuka Di Kabupaten Sidoarjo. Ekonomis: Journal Of Economics And Business, 6(1), 44. Https://Doi.Org/10.33087/Ekonomis.V6i1.474
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