INSTITUTIONAL ECONOMICS AND HUMAN CAPITAL AS DRIVERS OF LABOR MARKET TRANSFORMATION: A STRUCTURAL PERSPECTIVE FROM INDONESIA
DOI:
https://doi.org/10.24256/joins.v9i1.11001Keywords:
Labor Market Transformation, Human Capital, Institutional Quality.Abstract
Labor market transformation from traditional to modern sectors is a critical milestone for economic development, yet regional disparities in emerging economies persist. This study investigates the impact of human capital and institutional quality on labor market transformation across 34 provinces in Indonesia over the period of 2015–2025. Employing a panel data regression with a Fixed Effect Model (FEM) approach on 374 observations, and controlling for economic growth and regional investment, the empirical results reveal that both human capital and institutional quality significantly drive the structural shift of labor toward the industrial and service sectors. Specifically, higher educational attainment and better democratic governance accelerate the absorption of labor into high-productivity sectors. Furthermore, economic growth and investment act as robust catalysts in this structural transformation. These findings suggest that to optimize the demographic dividend, regional policymakers must not rely solely on physical investment but should synergize aggressive human capital development with institutional governance reforms
References
Agostino, M., Di Tommaso, M.R., Nifo, A., Rubini, L., & Trivieri, F. (2020). Institutional quality and firms' productivity in European regions. Regional Studies, 54(9), 1275–1288.https://doi.org/10.1080/00343404.2020.1712689
Amoroso, S., Herrmann, B., & Criticos, A.S. (2024). The role of regulation and regional government quality for high-growth firms: the good, the bad and the ugly. Regional Studies, 58(9), 1710–1727.https://doi.org/10.1080/00343404.2024.2366289
Aparicio-Pérez, D., Balaguer-Coll, M.T., Peiró-Palomino, J., & Tortosa-Ausina, E. (2025). On the Relative Contributions of National and Regional Institutions to Economic Development. Journal of Regional Science, 65(4), 1118–1136.https://doi.org/10.1111/jors.12776
Akanzerewai, A.P., Takyi, S.A., Amponsah, O., & Ankrah, D. (2025). Urban Governance Capital city functions and sustainable city nexus : Sustainability analysis of major regional capital cities in Ghana. Urban Governance, 5(3), 372–385.https://doi.org/10.1016/j.ugj.2025.06.002
Azzahra, F., Mukhtar, S., & Iranto, D. (2023). The influence of GRDP, provincial minimum wages, and HDI on labor absorption in Indonesia. Simonika Journal, 2(2), 185–196.
Banga, K., Harbansh, P., & Singh, S. (2026). Digitalisation and Structural Change: Evidence from Cross-Country Analysis. Journal of Digital Economy.https://doi.org/10.1016/j.jdec.2026.03.003
Bifulco, L., & Neri, S. (2022). The Italian National Health Service: Universalism, Marketization and the Fading of Territorialization. Forum for Social Economics, 51(2), 192–206. https://doi.org/10.1080/07360932.2022.2036625
Bertani, F., Raberto, M., & Teglio, A. (2020). The productivity and unemployment effects of the digital transformation: an empirical and modeling assessment. Review of Evolutionary Political Economy, 1(3), 329–355.https://doi.org/10.1007/s43253-020-00022-3
Boddin, D., & Kroeger, T. (2025). Disentangling structural change, servitization, and skill-biased change. Labor Economics, 97(September), 102778.https://doi.org/10.1016/j.labeco.2025.102778
Canepa, A., & Dima, B. (2026). North American Journal of Economics and FinanceEnvironmental performance and institution quality in Europe : A Bayesian model averaging approach. North American Journal of Economics and Finance, 83(March 2025), 102591.https://doi.org/10.1016/j.najef.2026.102591
Castro de Leite Henrique, G., & Azzoni Roberto, C. (2025). Skills and regional dynamics. Papers in Regional Science, 104(6), 100120.https://doi.org/10.1016/j.pirs.2025.100120
Chen, Z., & Han, J. (2026). Do intelligent manufacturing policies promote regional employment? Moderating role and heterogeneity of financial innovation. International Review of Economics and Finance, 108, 105342.https://doi.org/10.1016/j.iref.2026.105342
Chinh, D.T., Thi, D., Hue, M., & Dat, L.Q. (2026). Institutional quality, vulnerability, and FDI attraction: New evidence from a novel quantile regression approach. International Review of Economics and Finance, 107(March), 105147.https://doi.org/10.1016/j.iref.2026.105147
Curtis, M. (2026). Explorations in Economic History Academic human capital in European countries and regions, 1200 – 1793. Explorations in Economic History, 101(September 2025), 101756.https://doi.org/10.1016/j.eeh.2026.101756
Diebolt, C., & Hippe, R. (2019). The long-run impact of human capital on innovation and economic development in the regions of Europe. Applied Economics, 51(5), 542–563.https://doi.org/10.1080/00036846.2018.1495820
Dinh, T. M., & Tang, A. C. (2025). Digital Transformation and The Labor Market: A Bibliometric Analysis Using The Scopus Database (2020–2025). International Journal of Scientific Research and Management (IJSRM), 13(08), 9625–9633.https://doi.org/10.18535/ijsrm/v13i08.em13
Dias, J., & Tebaldi, E. (2012). Institutions, human capital, and growth: The institutional mechanisms. Structural Change and Economic Dynamics, 23(3), 300-312
Fu, Y., Gan, P.-T., & Gamal, A.A.M. (2025). Threshold effects of institutional quality on economic growth in China's leading provinces. Asian Economic and Financial Review, 15(8), 1210–1227. https://doi.org/10.55493/5002.v15i8.5505
Galetti Bretas Ricardo, J., Tessarin Simone, M., & Morceiro Cesar, P. (2021). Skill relatedness, structural change and heterogeneous regions : evidence from a developing country. PIRS, 100(6), 1355–1377.https://doi.org/10.1111/pirs.12629
Gao, S., Zhang, X., & Cheng, H. (2025). Digital Transformation, Technological Innovation, and Enterprise Employment: Empirical Evidence from Chinese Listed Companies. SAGE Open, 15(4), 1–19.https://doi.org/10.1177/21582440251389873
Gollin, D., & Kaboski, J. P. (2023). New views of structural transformation: insights from recent literature. Oxford Development Studies, 51(4), 339–361.https://doi.org/10.1080/13600818.2023.2280748
Gratier, A.N., & Ahour, A.A.E. (2026). Territoriality and employment satisfaction : An analysis using the ^ te d ' Ivoire Oaxaca-Blinder decomposition applied in Co. 15(March 2025), 468–485.https://doi.org/10.1016/j.jum.2025.06.004
Groenewegen, J. (2022). Land Use Policy Institutional form (blueprints) and institutional function (process): Theoretical reflections on property rights and land. Land Use Policy, 121(July), 106300.
https://doi.org/10.1016/j.landusepol.2022.106300
Hutter, C., & Weber, E. (2022). Labor market effects of inequality wages and skill-biased technical change. Applied Economics, 00(00), 1–22.https://doi.org/10.1080/00036846.2022.2108751
Henrique, G., Castro, L. De, & Roberto, C. (2025). Papers in Regional Science Skills and regional dynamics. Papers in Regional Science, 104(6), 100120.
Huang, L. (2026). The coordination mechanism and effect measurement of vocational colleges on regional development —— based on bidirectional fixed effects of multi-regional empirical test. International Review of Economics and Finance, 107(September 2025), 105129.https://doi.org/10.1016/j.iref.2026.105129
Hafiz, EA, Haviz, M., & Haryatiningsih, R. (2021). The influence of GRDP, UMK, and HDI on labor absorption. Journal of Economics and Business Research, 1(1), 55–65.
Iason, N., & Gaki, E. (2025). Geoforum Digital nomads or digital settlers? Rethinking regional development in the information age. Geoforum, 167(October), 104466.https://doi.org/10.1016/j.geoforum.2025.104466
Imantria, B. (2025). Determinants of Premature Deindustrialization and Uneven Manufacturing Industry in Indonesia. 10(1), 30–42.https://doi.org/10.33633/jpeb.v10i1.11581
Jiang, H., Han, Y., Wang, Y., & Chen, Z. (2023). Dynamic Nonlinear Relationship between Digital Transformation, Green Transformation in Manufacturing Industry and Labor Structure: Evidence from Panel VAR Analysis. Review of Economic Assessment, 2(3), 16–36.https://doi.org/10.58567/rea02030002
Kantemirova, M., Arsakhanova, G., & Chiviev, A. (2024). Investigating the Influence of Medical Practices on Human Capital and Their Contribution To Sustainable Development. Reliability: Theory and Applications, 19(Special issue 6), 1412–1418. https://doi.org/10.24412/1932-2321-2024-681-1412-1418
Liu, M., & Liu, A. (2026). Homeownership and preferences for government redistribution in China: Mediating roles of employment sector and socioeconomic perceptions. Cities, 171(May 2024), 106792.https://doi.org/10.1016/j.cities.2026.106792
Lube, F., Kalangi, JB, & Tolosang, KD (2021). Analysis of the influence of minimum wages and GRDP on labor absorption. Scientific Periodical Journal of Efficiency, 21(03), 25–36.
Menard, C. (2018). Research frontiers of new institutional economics. RAUSP Management Journal, 53(1), 3–10.https://doi.org/10.1016/j.rauspm.2017.12.002
Musah, M., Taiwo, S., Boateng, K., Ankrah, I., & Akwasi, J. (2026). When tourism becomes an ecological threat : Do institutional quality and ICT make a difference in Ghana? Journal of Cleaner Production, 560(April), 148315.https://doi.org/10.1016/j.jclepro.2026.148315
Mateko, F. M., Tesfachew, T., & Wolf, C. (2025). The Significance of Structural Transformation for Poverty Alleviation in Intergovernmental Authority on Development. Sustainable Development, 2443–2455. https://doi.org/10.1002/sd.70428
Mateko, F. M., Tesfachew, T., & Wolf, C. (2026). The Significance of Structural Transformation for Poverty Alleviation in Intergovernmental Authority on Development. Sustainable Development, 34(2), 2443–2455. https://doi.org/10.1002/sd.70428
Mehar, M.A. (2024). Nexus of Financial Architecture, Vulnerable Employment and Poverty: The Stimulus of Information Technology. Forum for Social Economics, 55(2), 175–201. https://doi.org/10.1080/07360932.2024.2381437
Morozova, O., Aylarova, Z., & Baysaeva, M. (2024). the Impact of Human Capital on Economic Growth in the Face of Global Challenges. Reliability: Theory and Applications, 19(Special issue 6), 1623–1628. https://doi.org/10.24412/1932-2321-2024-681-1623-1628
Mousseuknadji Kouladoum, J.C., Monglengar Nandingar, S., Etsiba, S., & Ngameni, J.P. (2025). Quality of institutions and structural transformation: case of the ECCAS zone. SN Business and Economics, 5(8), 1–23. https://doi.org/10.1007/s43546-025-00862-3
Pappas, A., & Gkrammis, A. (2025). Minimum wage and unemployment dynamics in the EU: A panel data analysis. National Accounting Review, 7(4), 522–545. https://doi.org/10.3934/NAR.2025022
Permana, I., Suyono, E., Arifin, A., & Suharno. (2026a). Regional Regulation Quality and Economic Growth: the Role of Enterprise Governance and Fiscal Capacity. Journal of Governance and Regulation, 15(2), 267–280. https://doi.org/10.22495/jgrv15i2art23
Permana, I., Suyono, E., Arifin, A., & Suharno, S. (2026b). Regional regulation quality and economic growth: The role of enterprise governance and fiscal capacity. Journal of Governance and Regulation, 15(2), 267. https://doi.org/10.22495/jgrv15i2art23
Pratiwik, E., & Rahmayani, D. (2023). Determinants of Agricultural Income to Promote Economic Sustainability in Indonesia. IOP Conference Series: Earth and Environmental Science, 1248(1), 012006. https://doi.org/10.1088/1755-1315/1248/1/012006
Pinzon, S., Rodríguez-crespo, E., Tillauango, B., & Laguna-molina, N.E. (2026). Ecological Footprint under the lens : A bibliometric coupling analysis of institutional and socioeconomic factors. Energy Nexus, 21(August 2025), 100643.https://doi.org/10.1016/j.nexus.2026.100643
Pissarides, C. A., & Ngai Rachel, L. (2006). Structural Change in a Multi-Sector Model of Growth. 2004(May).
Qi, H., Huang, Z., Zhang, L., Li, X., & Gao, L. (2025). ScienceDirect Research on the Configuration Path of Regional Innovation : Dynamic QCA Analysis Based on Chinese County-Level Panel Data. Procedia Computer Science, 266, 1279–1286.https://doi.org/10.1016/j.procs.2025.08.157
Rodríguez-Pose, A., & Ganau, R. (2022). Institutions and the productivity challenge for European regions. Journal of Economic Geography, 22(1), 1–25.https://doi.org/10.1093/jeg/lbab003
Rukmana, D., Fahmid, M., Salam, M., Tenriawaru, AN, & Maryama, A. (2021). Factors shifting employment in communities in Takalar Regency. IOP Conference Series: Earth and Environmental Science, 807(3), 032082. https://doi.org/10.1088/1755-1315/807/3/032082
Sahnoun, M., & Abdennadher, C. (2022). Returns to Investment in Education in the OECD Countries: Does Governance Quality Matter? Journal of the Knowledge Economy, 13(3), 1819–1842. https://doi.org/10.1007/s13132-021-00783-
Schilirò, D. (2012). STRUCTURAL CHANGE AND MODELS OF STRUCTURAL ANALYSIS : THEORIES, PRINCIPLES AND METHODS. III(2), 31–48.https://doi.org/10.2478/v10257-012-0007-0
Shi, X., Shi, D., & Wang, P. (2026). The mechanism and effects of new quality productive forces driving the improvement of employment quality. International Review of Economics and Finance, 107(December 2025), 105073.https://doi.org/10.1016/j.iref.2026.105073
Spithoven, A. (2019). Similarities and Dissimilarities between Original Institutional Economics and New Institutional Economics. 3624.
https://doi.org/10.1080/00213624.2019.1594532
Sugiharti, L., Aditina, N., & Esquivias, M.A. (2022). Worker Transition Across Formal and Informal Sectors: A Panel Data Analysis in Indonesia. Asian Economic and Financial Review, 12(11), 923–937. https://doi.org/10.55493/5002.v12i11.4635
Tyrowicz, J., & Smyk, M. (2019). Wage Inequality and Structural Change. Social Indicators Research, 141(2), 503–538.https://doi.org/10.1007/s11205-018-1846-y
Wahyudi, ST, & Hendramin. (2023). Structural Transformation Patterns and Factors That Influenced: The Case in Indonesia. 19(1), 112–126.
Warr, P., & Yusuf Anshory, A. (2025). What causes structural change? Oxford Review of Economic Policy, 41, 358–376.https://doi.org/10.1093/oxrep/graf017
Wu, J., Guo, C., Liu, X., & Dai, J. (2025). Policy-driven employment structure transformation: The role of innovation and education investment. International Review of Economics and Finance, 98(February), 103930
Yadu, C.R., & Mehra, S. (2024). Re-Examining the Narrative of Structural Transformation: Insights from India's Development Experience. Forum for Social Economics, 0(0), 1–26. https://doi.org/10.1080/07360932.2024.2413507
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