Inter Provincial Youth Human Capital Mapping and Its Implications for Economic Growth Policy in Indonesia
PDF

Keywords

indonesia youth
human capital
economic growth
Received 2025-11-19
Accepted 2026-01-19
Published 2026-03-29

Abstract

Youth are a strategic national asset because they are of productive age, determining the direction of future economic development. This study is based on the hypothesis that the quality of youth human capital influences economic growth across provinces in Indonesia. Data are sourced from the Central Statistics Agency (BPS) in 2024, with 38 provinces as analysis units. The methods used include biplot analysis to map variations in youth human capital indicators (education, health, and employment) and multiple linear regression to examine their influence on per capita economic growth. The results show disparities in youth human capital across provinces, with Java and parts of Sumatra being relatively superior compared to eastern Indonesia. Health and employment factors have been shown to influence economic growth, while education shows a contradictory relationship due to the phenomena of skill mismatch and time lag. These findings confirm that human development, especially youth development, is a crucial foundation for achieving the 2025–2045 RPJPN targets towards an Advanced Indonesia. Mapping human capital potential allows for targeted local-scale policy mapping.

https://doi.org/10.31947/jakpp.v12i1.48408
PDF

References

Abdi, H., & Williams, L. J. (2010). Principal component analysis. Wiley Interdisciplinary Reviews: Computational Statistics, 2(4), 433–459.

Aini, L., Manik, C. W., Ginting, H. N. B., Salsabila, S., & Hidayat, N. (2025). Analisis Bonus Demografi Ditengah Tingginya Pengangguran Terdidik di Indonesia. Geosfera: Jurnal Penelitian Geografi, 4(1), 86–96.

Almizi, M., & Hermawati, I. (2018). Upaya Pengentasan Kemiskinan dengan Mengurangi Konsumsi Rokok di Indonesia. Jurnal Penelitian Kesejahteraan Sosial, 17(3), 239–256.

Barro, R. J. (2001). Human capital and growth. American Economic Review, 91(2), 12–17.

Becker, G. S. (1918). Human capital: a theoretical and empirical analysis, with special reference to education. University of Chicago Press Chicago.

Becker, G. S. (1964). Human capital: A theoretical and empirical analysis, with special reference to education. University of Chicago Press.

Blanchard, O., & Johnson, D. R. (2013). Macroeconomics (6th ed.). Pearson Education.

Bloom, D. E., & Canning, D. (2000). The health and wealth of nations. Science, 287(5456), 1207–1209.

Boediman, E. (2024). Peran Komunikasi Digital dalam Kewirausahaan dan Kepemimpinan Pemuda: Tantangan dan Peluang di Era Transformasi Digital. Jurnal Pemuda Indonesia, 1(1).

Borjas, G. J. (2016). Labor Economics. McGraw-Hill.

Dunning, J. H., & Lundan, S. M. (2008). Multinational Enterprises and the Global Economy. Edward Elgar Publishing, Inc.

Efendi, L. O. (2025). Analisis Pertumbuhan Ekonomi Regional dan Ketimpangan Antarwilayah. Circle Archive, 1(7).

Fajriyah, R. (2024). Analisis Daya Saing Provinsi-Provinsi Di Indonesia Pada Aspek Modal Manusia (Human Capital) Menggunakan Metode Grey Relational Analysis (Gra). Jakarta: FITK UIN Syarif Hidayatullah Jakarta.

Faridli, E. M., Abidin, N., Sutama, S., Sutopo, A., & Murtiyasa, B. (2024). Tantangan menuju pendidikan unggul: membangkitkan produktivitas institusi pendidikan untuk kualitas pendidikan yang lebih baik di Indonesia. Jurnal EDUCATIO: Jurnal Pendidikan Indonesia, 10(1), 186–193.

Fitria, A. N. (2024). Memetakan Tantangan Gizi Balita: Analisis Korespondensi Provinsi Nusa Tenggara Barat 2021. MALLOMO: Journal of Community Service, 4(2), 352–360.

Gabriel, K. R. (1971). The biplot graphic display of matrices with application to principal component analysis. Biometrika, 58(3), 453–467.

Grossman, M. (1972). The Demand for Health: A Theoretical and Empirical Investigation. National Bureau of Economic Research.

Gujarati, D. N., & Porter, D. C. (2009). Basic Econometric (5th ed.). McGraw-Hill.

Harsono, I., Sulistiowati, S., Apriyanto, A., & Demung, I. W. (2025). Buku Referensi Pembangunan Ekonomi Kewilayahan. PT. Sonpedia Publishing Indonesia.

Huda, Q., & Istiana, N. (2024). Economic Globalization, Economic Growth, and Human Capital : Empirical Evidence Using Three Stage Least Square in Indonesia. BAREKENG: Jurnal Ilmu Matematika Dan Terapan, 18(3), 1483–1496. https://doi.org/10.30598/barekengvol18iss3pp1483-1496

ILO. (2022). Global Employment Trends for Youth 2022: Investing in transforming futures for young people. International Labour Organization.

Johnson, R. A., & Wichern, D. W. (1998). Applied Multivariate Statistical Analysis (Second Edi). Prentice-Hall International.

Jolliffe IT. (2002). Principal Component Analysis (2nd ed.). Springer-Verlag.

Judijanto, L., Rosdiana, R., & Ulfa, M. (2025). Pengaruh Kebijakan Pendidikan terhadap Sektor Kesehatan dan Ekonomi: Tinjauan Literatur Multisektoral. Jurnal Ilmiah Edukatif, 11(1), 167–174.

Lucas Jr, R. E. (1988). On the mechanics of economic development. Journal of Monetary Economics, 22(1), 3–42.

Malik, N. (2018). Dinamika Pasar Tenaga Kerja Indonesia (Vol. 1). UMMPress.

Mankiw, G., Romer, D., & Weil, D. (1992). A Contribution to the Empirics of Economic Growth. Quarterly Journal of Economics 107.

Mankiw, N. G. (2012). Macroeconomics (8th ed.). Worth Publishers.

McGuinness, S., Pouliakas, K., & Redmond, P. (2018). Skills mismatch: Concepts, measurement and policy approaches. Journal of Economic Surveys, 32(4), 985–1015.

Mulia, S. S., Fadhila, R., Zahida, K. A., & Wijanarko, T. (2025). Di Antara Mimpi dan Aksi: Langkah Nyata Generasi Muda dalam Dinamika Pembangunan Sosial Berkelanjutan. Jurnal Pendidikan Guru Sekolah Dasar, 2(4), 14.

Myrdal, G. (1957). Economic theory and under-developed regions. Duckworth.

Ningsih, S. F., Afifah, N., Ramadhan, R., Kalis, M. C. I., & Mayasari, E. (2025). Pengaruh Job Mismatch dan Keterampilan Kerja terhadap Kinerja Karyawan Generasi Z Dimediasi Kepuasan Kerja. Menulis: Jurnal Penelitian Nusantara, 1(6), 203–213.

Ningsih, W. (2023). Keterlibatan Pemuda dalam Pembangunan Berkelanjutan: Tantangan dan Peluang. Literacy Notes, 1(2).

Poai, C. M., Lumolo, T., & Kayupa, O. O. (2025). Investasi Sektor Pendidikan dan Dampaknya Terhadap Pertumbuhan Ekonomi Indonesia. Interdisciplinary Journal (IDe), 3(1), 1–8.

Ponto, V. M. (2023). Peningkatan Produktivitas Dalam Rangka Mewujudkan Pekerjaan Layak dan Pertumbuhan Ekonomi (Tujuan ke-8 Sustainable Development Goals). Jurnal Cendikia Niaga (JCN), 7(1), 85–96.

Prathama, M. T., & Yustika, A. E. (2021). Ekonomi Inovasi Taklimat Pembangunan Ekonomi Berbasis Pengetahuan. INDEF.

Psacharopoulos, G., & Patrinos, H. A. (2018). Returns to investment in education: a decennial review of the global literature. Education Economics, 26(5), 445–458.

Purba, A. A., Tampubolon, A. M., Gaol, R. Y. L., Siregar, I. A., & Hidayat, N. (2024). Mengoptimalkan Penduduk Usia Produktif Sebagai Aktor Utama Dalam Pembangunan Nasional. Jurnal Sosial Humaniora Sigli, 7(1), 460–466.

Rampai, B. (2021). Menuju Optimalisasi Pengendalian Konsumsi Tembakau di Indonesia.

Ranis, G., Stewart, F., & Ramirez, A. (2000). Economic Growth and Human Development. 28(2).

Romer, P. M. (1990). Endogenous technological change. Journal of Political Economy, 98(5, Part 2), S71–S102.

Sambodo, H., Kadarwati, N., & Windhani, K. (2022). Pengaruh distribusi modal manusia terhadap pertumbuhan ekonomi antar propinsi di Indonesia. Forum Ekonomi: Jurnal Ekonomi, Manajemen Dan Akuntansi, 24(4), 732–742.

Satyahadewi, N., Amir, A., & Hendrianto, E. (2023). Proyeksi Peningkatan Perekonomian melalui Pemanfaatan Bonus Demografi 2040. Kaganga: Jurnal Pendidikan Sejarah Dan Riset Sosial Humaniora, 6(2), 715–725.

Sen, A. (1999). Health in development. Bulletin of the World Health Organization, 77(8), 619.

Suryanto. (2016). Pengaruh Nilai Tukar, Produk Domestik Bruto dan Produksi Karet Terhadap Ekspor Karet Indonesia. Jurnal Ilmu Politik Dan Komunikasi, VI(2).

Todaro, M. P., & Smith, S. C. (2011). Pembanguna Ekonomi Edisi Kesebelas Jilid 1. Erlangga.

Wahid, W., Nawir, F., & Farhan, A. (2024). Kualitas sumber daya manusia sebagai aspek fundamental dalam menunjang perekonomian. Journal of Economics Research and Policy Studies, 4(2), 330–341.

WHO. (2020). WHO report on the global tobacco epidemic. World Health Organization.

Williamson, J. G. (1965). Regional inequality and the process of national development: A description of the patterns. Economic Development and Cultural Change, 13(4), 3–45.

Wooldridge, J. M. (2016). Introductory econometrics: A modern approach (6th ed.). Cengage Learning.

World Bank. (2020). The Human Capital Index 2020 Update : Human Capital in the Time of COVID-19. https://openknowledge.worldbank.org/handle/10986/34432 License: CC BY 3.0 IGO.

Wößmann, L. (2003). Specifying human capital. Journal of Economic Surveys, 17(3), 239–270. https://doi.org/10.1111/1467-6419.00195

Yuliyanti, E., Susanti, E. Y. E., & Geasill, L. Y. J. (2025). Dinamika Ekonomi Pembangunan Di Negara Berkembang: Analisis Literatur Terhadap Upaya Peningkatan Kesejahteraan. Knowledge: Jurnal Inovasi Hasil Penelitian Dan Pengembangan, 5(2), 238–246.

Creative Commons License

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

Copyright (c) 2026 Qorinul Huda