Do Natural Resources Affect Unemployment? Evidence from Indonesian Province Panel Data
Abstract
Since the stipulation of regional autonomy in the early 2000s, local governments have managed their revenues and expenditures independently, in direct or revenue-sharing funds from the Central Government, including income from natural resource exploitation. This study aims to identify the region with high natural resources, especially from the mining and quarrying sectors, expected to improve its human resources quality, focusing on the employment sector. In addition, this study identifies the impact of natural resources on reducing unemployment in 34 provinces in 2015-2021. A previous study implemented natural resources rent to proxy natural resources in a region. However, identification of this proxy has been challenging due to the considerable informality in Indonesia. This study employs mining and quarrying sectors to proxy natural resources as a comprehensive output of a region. The data used in this study was secondary data sourced from the National Statistics Board (BPS). The analysis method of this study was fixed effect with the Human Development Index (HDI) and the unemployment rate as the dependent variable. The results of this study revealed that regional natural resources did not impact HDI or reduce the unemployment rate in a province, indicating that the mining and quarrying sectors did not contribute to improving the quality of human resources and reducing unemployment significantly.
JEL Classification: C01, O13, O15, O17
How to Cite:
Gunawan, B. T (2023). Do Natural Resources Affect Unemployment? Evidence From Indonesian Province Panel Data. Signifikan: Jurnal Ilmu Ekonomi, 12(2), 231-244. https://doi.org/10.15408/sjie.v12i2.31824
Keywords
References
Adams, Z., & Deakin, S. (2014). Institutional Solutions to Precariousness and Inequality in Labour Markets. British Journal of Industrial Relations, 52(4), 779–809. https://doi.org/10.1111/bjir.12108.
Alatas, V., & Cameron, L. A. (2008). The Impact of Minimum Wages on Employment in a Low-income Country: A Quasi-Natural Experiment in Indonesia. Industrial and Labor Relations Review, 61(2), 201–223.
Ali, & Kalsoom, Z. (2018). An Assessment of Association between Natural Resources Agglomeration and Unemployment in Pakistan. MPRA No. 87968.
Ali, T. M., & Azhari, R. (2021). The Effects of Locally-Generated Revenue (LGR) and Revenue Sharing Funds (RSF) on Regional Minimum Wages to Promote Human Development Index (HDI) in Banten Province. International Journal of Entrepreneurship, 25(1).
Azar, J., Huet-Vaughn, E., Marinescu, I., & Taska, B. (2019). Minimum Wage Employment Effects And Labor Market Concentration. NBER Working Paper 26101.
Becker, G. S. (1962). Investment in Human Capital: A Theoretical Analysis. Journal of Political Economy, 70(5), 9-49.
Cahyanti, S. A., & Fevriera, S.. (2020). The Effect of Regional Minimum Wage and Inflation on HDI in Central Java. Jurnal Ekonomi Pembangunan, 18(02), 152-167.
Campolieti, M., Fang, T., & Gunderson, M. (2005). Minimum Wage Impacts on Youth Employment Transitions, 1993-1999. Canadian Journal of Economics, 38(1), 81–104. https://doi.org/10.1111/j.0008-4085.2005.00270.x.
Cerya, E., & Khaidir, A. (2021). Implementasi Hukum Pengelolaan Tambang Galian C di Indonesia: Sebuah Kajian Literatur. JRTI (Jurnal Riset Tindakan Indonesia), 6, 56–61.
Chen, Y., Khurshid, A., Rauf, A., Yang, H., & Calin, A. C. (2023). Natural Resource Endowment and Human Development: Contemporary Role of Governance. Resources Policy, 81, 103334. https://doi.org/10.1016/J.RESOURPOL.2023.103334.
Dankumo, A. M., Ishak, S., Oluwaseyi, Z. A., & Onisanwa, I. D. (2019). Does Okun’s Law Explain the Relationship Between Economic Growth and Unemployment in Nigeria? Jurnal Ekonomi Malaysia, 53(3), 153-161. https://doi.org/10.17576/JEM-2019-5303-12.
Dankyi, A. B., Abban, O. J., Yusheng, K., & Coulibaly, T. P. (2022). Human Capital, Foreign Direct Investment, and Economic Growth: Evidence from ECOWAS in a Decomposed Income Level Panel. Environmental Challenges, 9, 100602. https://doi.org/10.1016/J.ENVC.2022.100602.
Dickens, R., Machin, S., & Manning, A. (1999). The Effects of Minimum Wages on Employment: Theory and Evidence from Britain. Journal of Labor Economics, 17(1), 1–22. https://doi.org/10.2307/2660587.
Fagbemi, F., & Osinubi, T. T. (2020). Leveraging Foreign Direct Investment for Sustainability: An Approach to Sustainable Human Development in Nigeria. Resources, Environment and Sustainability, 2, 100005. https://doi.org/10.1016/J.RESENV.2020.100005.
Fattah, E. R. A. (2017). Natural Resource Rents and Unemployment in Oil Exporting Countries. Asian Economic and Financial Review, 7(10), 952–958. https://doi.org/10.18488/journal.aefr.2017.710.952.958.
Fung, Y. V., & Nga, J. L. H. (2022). An Investigation of Economic Growth, Youth Unemployment and Inflation In ASEAN Countries. International Journal of Academic Research in Business and Social Sciences, 12(1), 1731–1755.
Gunawan, B. T. (2017). Pengaruh Upah Minimum Terhadap Employment Transition: Analisis Level Individu di Pulau Jawa. Jurnal Ketenagakerjaan, 2, 1–40.
Gunawan, B. T. (2018). Pengaruh Pemilihan Kepala Daerah Terhadap Pasar Tenaga Kerja: Analisis Sektor Formal dan Informal Level Kabupaten/Kota di Pulau Jawa. Jurnal Ekonomi Dan Keuangan, 2(2), 149-161. https://doi.org/10.31685/kek.v2i2.263.
Günther, I., & Launov, A. (2012). Informal Employment in Developing Countries: Opportunity or Last Resort? Journal of Development Economics, 97(1), 88–98. https://doi.org/10.1016/j.jdeveco.2011.01.001.
Gylfason, T. (2018). Political Economy, Mr. Churchill, and Natural Resources. Mineral Economics, 31, 23-34. https://doi.org/10.1007/s13563-018-0146-y.
Henok, W., & Kaulihowa, T. (2022). The Impact of FDI on Human Capital Development in SACU Countries. International Journal of Social Economics, 49(2), 268–279. https://doi.org/10.1108/IJSE-02-2021-0123.
Herman, H. (2021). Impact of Inflation and City Minimum Wages on Human Development Index in Indonesia. Husnayain Business Review, 1(1), 78–86. https://doi.org/10.54099/hbr.v1i1.5.
Herreño, J., & Ocampo, S. (2023). The Macroeconomic Consequences of Subsistence Self-Employment. Journal of Monetary Economics, 136, 91-106. https://doi.org/10.1016/j.jmoneco.2023.02.002.
Hohberg, M., & Lay, J. (2015). The Impact of Minimum Wages on Informal and Formal Labor Market Outcomes: Evidence from Indonesia. IZA Journal of Labor & Development, 4(1), 1–25. https://doi.org/10.1186/s40175-015-0036-4.
Hussmanns, R. (2004). Measuring the Informal Economy: From Employment in the Informal Sector to Informal Employment. Working Paper, 53.
Ibupoto, M. H., Mirjat, A. J., Dahar, S. H., & Ali, S. (2018). Determinants of Unemployment: A Social Problem in Hyderabad Region Sindh-Pakistan. International Journal of Arts and Social Science, 1(7), 26-41.
Kabdrakhmanova, M., Memon, S. A., & Saurbayeva, A. (2021). Implementation of the Panel Data Regression Analysis in PCM Integrated Buildings Located in a Humid Subtropical Climate. Energy, 237, 121651. https://doi.org/10.1016/j.energy.2021.121651.
Kurniawan, N. I., Lujala, P., Rye, S. A., & Vela-Almeida, D. (2022). The Role of Local Participation in the Governance of Natural Resource Extraction. The Extractive Industries and Society, 9, 101029. https://doi.org/10.1016/j.exis.2021.101029.
Lee, D., & Saez, E. (2012). Optimal Minimum Wage Policy in Competitive Labor Markets. Journal of Public Economics, 96(9–10), 739–749. https://doi.org/10.1016/j.jpubeco.2012.06.001.
Lemos, S. (2009). The Effects of the Minimum Wage in the Private and Public Sectors in Brazil. Discussion Papers in Economics 04/12. School of Business, University of Leicester.
Mahmood, N., Wang, Z., & Hassan, S. T. (2019). Renewable Energy, Economic Growth, Human Capital, and CO2 Emission: an Empirical Analysis. Environmental Science and Pollution Research, 26(20), 20619–20630. https://doi.org/10.1007/s11356-019-05387-5.
Majid, A., Ismail, M., Mahardika, P., & Saputra, A. (2020). Effect of Natural Resources Share Fund on Economic Growth, Unemployment and Poverty in Producing Regions in Indonesia. Proceedings of the 23rd Asian Forum of Business Education.
Meer, J., & West, J. (2016). Effects of the Minimum Wage on Employment Dynamics. Journal of Human Resources, 51(2), 500-522. https://doi.org/10.3368/jhr.51.2.0414-6298R1.
Miko, R. B., Wijaya, O., & Diah Utami, E. (2021). Determinan Pengangguran Lulusan SMK di Indonesia Tahun 2020 Analisis Data Sakernas Februari 2020. Seminar Nasional Official Statistics.
Murshed, M., Nurmakhanova, M., Elheddad, M., & Ahmed, R. (2020). Value Addition in the Services Sector and Its Heterogeneous Impacts on CO2 Emissions: Revisiting The EKC Hypothesis for the OPEC using Panel Spatial Estimation Techniques. Environmental Science and Pollution Research, 27, 38951-38973. https://doi.org/10.1007/s11356-020-09593-4.
Mustalahti, I., & Agrawal, A. (2020). Research Trends: Responsibilization in Natural Resource Governance. Forest Policy and Economics, 121, 102308. https://doi.org/10.1016/j.forpol.2020.102308.
Nagib, L., & Ngadi. (2008). Challenges of Unemployment In Indonesia: Trends, Issues and Policies. Jurnal Kependudukan Indonesia, 3(2), 1-28.
Pandyaswargo, A. H., Wibowo, A. D., Maghfiroh, M. F. N., Rezqita, A., & Onoda, H. (2021). The Emerging Electric Vehicle and Battery Industry in Indonesia: Actions Around the Nickel Ore Export Ban and a SWOT Analysis. Batteries, 7(4), 80. https://doi.org/10.3390/batteries7040080.
Shahbaz, M., Haouas, I., & Hoang, T. H. Van. (2019). Economic Growth and Environmental Degradation in Vietnam: Is the Environmental Kuznets Curve a Complete Picture? Emerging Markets Review, 38, 197–218. https://doi.org/10.1016/j.ememar.2018.12.006.
Sinaga, M. (2020). Analysis of Effect of GRDP (Gross Regional Domestic Product) Per Capita, Inequality Distribution Income, Unemployment and HDI (Human Development Index) on Poverty. Budapest International Research and Critics Institute (BIRCI-Journal): Humanities and Social Sciences, 3(3), 2309–2317. https://doi.org/10.33258/birci.v3i3.1177.
Siregar, T. H. (2020). Impacts of Minimum Wages on Employment and Unemployment in Indonesia. Journal of the Asia Pacific Economy, 25(1), 62–78. https://doi.org/10.1080/13547860.2019.1625585.
Soares, F. V. (2005). Minimum Wage Hikes and Employment Transitions in Brazil. ANPEC - Associação Nacional Dos Centros de Pósgraduação Em Economia [Brazilian Association of Graduate Programs in Economics].
Soylu, Ö. B., Çakmak, .Ismail, & Okur, F. (2018). Economic Growth and Unemployment Issue: Panel Data Analysis in Eastern European Countries. Journal of International Studies, 11(1), 93-107. https://doi.org/10.14254/2071-8330.2018/11-1/7.
Stern, D. I. (2018). The Environmental Kuznets Curve. Reference Module in Earth Systems and Environmental Sciences. https://doi.org/10.1016/B978-0-12-409548-9.09278-2.
Stewart, F. (2019). The Human Development Approach: An Overview. Oxford Development Studies, 47(2), 135–153. https://doi.org/10.1080/13600818.2019.1585793.
Su, Y., & Liu, Z. (2016). The Impact of Foreign Direct Investment and Human Capital on Economic Growth: Evidence from Chinese Cities. China Economic Review, 37, 97–109. https://doi.org/10.1016/j.chieco.2015.12.007.
Sunday, J. (2015). Environmental Kuznets Curve Hypothesis in Sub-Saharan African Countries-Evidence From Panel Data Analysis. In International Journal of Environment and Pollution Research, 3(1), 20-33.
Wahyuningsih, D., Yunaningsih, A., Priadana, M. S., Darma, D. C., & Purwadi, P. (2020). Why Are Unemployment and Poverty Still Happening in Borneo Island, Indonesia? International Journal of Economics and Financial Issues, 10(2), 235–241. https://doi.org/10.32479/ijefi.9214.
Widiastuti, T., Mawardi, I., Zulaikha, S., Herianingrum, S., Robani, A., Al Mustofa, M. U., & Atiya, N. (2022). The Nexus between Islamic Social Finance, Quality of Human Resource, Governance, and Poverty. Heliyon, 8(12), e11885. https://doi.org/10.1016/j.heliyon.2022.E11885.
Wu, R., Wang, J., Wang, S., & Feng, K. (2021). The Drivers of Declining CO2 Emissions Trends in Developed Nations using an Extended STIRPAT Model: A Historical and Prospective Analysis. Renewable and Sustainable Energy Reviews, 149, 111328. https://doi.org/10.1016/j.rser.2021.111328.
Yuen, T. (2003). The Effect of Minimum Wages on Youth Employment in Canada: A Panel Study. Journal of Human Resources, 38(3), 647–672. https://doi.org/10.2307/1558771.
Zallé, O. (2019). Natural Resources and Economic Growth in Africa: The Role of Institutional Quality and Human Capital. Resources Policy, 62, 616–624. https://doi.org/10.1016/j.resourpol.2018.11.009.
DOI: 10.15408/sjie.v12i2.31824
Refbacks
- There are currently no refbacks.