Analysis of the Effect of Education Level, Minimum Wage, and Gross Regional Domestic Product on the Open Unemployment Rate in Banten Province

Authors

  • Rizky Wahyu Pranata Universitas Pembangunan Nasional “Veteran” Jawa Timur
  • Sishadiyati Sishadiyati Universitas Pembangunan Nasional “Veteran” Jawa Timur

DOI:

https://doi.org/10.55927/fjmr.v5i3.28

Keywords:

Open Unemployment Rate, Education, Provincial Minimum Wage, GRDP, Banten Province

Abstract

Unemployment is an important issue in regional economic development because it has a direct impact on community welfare. Banten Province is recorded as one of the provinces with the highest open unemployment rate (TPT) in Indonesia despite having relatively developed economic growth and industrial areas. This study aims to analyze the effect of education level, provincial minimum wage (UMP), and Regional Gross Domestic Product (PDRB) on the Open Unemployment Rate in Banten Province during the period 2014–2023. The study uses a quantitative approach with a descriptive-explanatory method and utilizes panel data sourced from the Central Statistics Agency (BPS). The analysis technique used is panel data regression with the Fixed Effect Model (FEM). The results show that the level of education, measured by the average length of schooling, has a negative and significant effect on the OUR, meaning that an increase in education can reduce the unemployment rate. Conversely, the UMP has a positive and significant effect on the TPT, indicating that an increase in the minimum wage tends to increase unemployment if it is not balanced with an increase in labor productivity. Meanwhile, the PDRB has a negative but insignificant effect on the TPT, indicating that economic growth in Banten Province is not yet inclusive and has not been able to optimally absorb labor. Simultaneously, all three variables have a significant effect on the OUR. These findings emphasize the need for integrated policies that combine improvements in education quality, balanced wage setting, and economic development oriented toward job creation.

References

Abdi, M. (2024). The Effect of the Number of Poor People, Human Development Index, and Minimum Wage on the Unemployment Rate. 2(12), 205–216.

Ainaya, C. D., & Imaningsih, N. (2025). The Effect of Population Size, Unemployment Rate, and Average Length of Schooling in Mojokerto Regency. 7(2), 535–551.

Aisyah, C., Setianto, P., Studi, P., Pembangunan, E., Jakarta, U. T., Daerah, B., & Ketergantungan, R. (2024). Analysis of the dependency ratio on the economy of Banten Province. 2, 251–260.

Amaya, S. N., Mubarak, A., & Raharja, R. M. (2024). The Impact of Urbanization on Urban Community Life. RISOMA: Journal of Social Humanities and Education Research, 2(4), 116–126. https://doi.org/10.62383/risoma.v2i4.132

Aprian, R. D. (2019). Analysis of the Influence of Education, Unemployment Rate, and Minimum Wage on Poverty Levels in West Java Province from 2002 to 2017. Doctoral dissertation, Islamic University of Indonesia.

Arifin, A. S. (2023). Human Capital Investment: Improving Global Competitiveness Through Investment in Education. Journal of Education and Development, 11(2), 174–179. https://doi.org/10.37081/ed.v11i2.4672

Aulia, R., Juniandriani, R., Inayah, S., & Kurniawan, M. (2024). Analysis of the Effect of Wages and Labor on Open Unemployment in West Sumatra from 2014 to 2023. Budget: Journal of Economics and Accounting Publications, 2(2), 302–315. https://doi.org/10.61132/anggaran.v2i2.625

Azmi, K. N., Azzahra, S. P., Dewi, V. K., & Pertiwi, Y. W. (2024). Analysis of Unemployment on Criminal Behavior in Bekasi City. Observasi: Journal of Psychology, 2(3), 223–234. https://doi.org/10.61132/observasi.v2i3.497

Basyit, A., Sutikno, B., & Dwiharto, J. (2022). The Influence of Education Level, Work Experience, and Commitment on Employee Performance. QULUBANA: Journal of Da'wah Management, 3(1), 47–61. https://doi.org/10.54396/qlb.v3i1.295

Chandra Muzakki, H., Sufenah, S., Altionita, V., Kusuma, J. W., Huda, M., & Bina Bangsa,U. (2024). Statistical Analysis of the Causes and Effects of Unemployment in Banten Province: A Systematic Review. Original Research, 1, 535–544.

Dwie Belcha Nanda Damanik, J. S. (2025). The Effect of Unemployment and Regional Minimum Wages on Poverty Through HDI as an Intervening Variable: A Study of 34 Provinces in Indonesia. 2.

Effendy, R. S. (2018). Economic Focus: The Effect of Minimum Wage on Reducing Open Unemployment Rates in Indonesia. Scientific Journal of Economics, Vol. 14, 105–124. http://ejournal.stiepena.ac.id/index.php/fe

Fajarwati, D. (2010). Academic Studies in Consideration of Wage Determination. JRAK., Vol.1 No.1, 1–8.

Fauziah, N., Wijaya, M. R. P. P., Khoirunisyah, Firmansyah, R., & Panorama, M. (2023). The Effect of Minimum Wage and Education Level on Labor Absorption in , South Sumatra. Journal of Development Economics, 2(2), 1–23.

Filiasari, A., & Setiawan, A. H. (2021). The Effect of Labor Force, Wages, GRDP, and Education on Unemployment Rates in Banten Province from 2002 to 2019. Diponegoro Journal of Economics, 10(2), 1–10. https://ejournal2.undip.ac.id/index.php/dje

Frisnoiry, S., Sihotang, H. M. W., Indri, N., & Munthe, T. (2024). Analysis of Unemployment Issues in Indonesia. Scientific Journal of Computerized Accounting, 17(1).

Kesuma, A. R., Rinanda, F. A., Astafira, I., Afriani, N., Fadlirhohim, R. D., Lestari, T. S. A., & Sifriyani, S. (2024). Modeling Regional Domestic Product (RDP) in Indonesia for the Period 2018-2021 with Panel Data Regression Analysis. ESTIMASI: Journal of Statistics and Its Application, 5(2), 216–229. https://doi.org/10.20956/ejsa.v5i2.27522

Kristinawati, A., Sarfiah, S. N., Destiningsih, R., Ekonomi, F., & Tidar, U. (2018). 1440-4087- 1-Pb. 2.

Marthalina, M. (2018). The Role of Local Government in Alleviating Poverty in Tangerang Regency, Banten Province. TRANSFORMASI: Journal of Government Management, 1–24. https://doi.org/10.33701/jt.v10i1.403

Mervita, E., Eviatun, E., Hasan, S., Hasanuddin, H., & Sari, R. R. (2022). The Influence of Unemployment and Poverty on Criminal Behavior in North Lampung Regency during the Period 2012-2021. Scientific Journal of Management Unity, 10(3), 665–672. https://doi.org/10.37641/jimkes.v10i3.2206

Muthoharoh, S. L. M., & Wahyudi, A. (2023). Labor Management and Unemployment in Islam: Causes, Impacts, and Solutions. Masharif al-Syariah Journal: Journal of Islamic Economics and Banking, 8(3), 276–301.

Pratama, M. I. (2022). Analysis of the Influence of the Agricultural Sector and Manufacturing Sector on Economic Growth in Lampung Province from 2017 to 2021 with Labor Absorption as an Intervening Variable in the Perspective of Islamic Economics. Braz Dent J., 33(1), 1–12.

Priyono, & Zainuddin, I. (2017). Economic Theory.

Rahma, K. Y. (2023). The Influence of Regional Gross Domestic Product, Education, and Population on Unemployment Rates in Banten Province from 2012 to 2021. 1–101.

Published

2026-03-31

Issue

Section

Articles