Budiman Muhammad Akbar, Master Student, Faculty of Economics, Sriwijaya University, Indonesia.

ORCID ID: 0000-0002-0174-0962
e-mail: 17akbarmuhammad@gmail.com

Rohima Siti, Doctor (Economics), Lecturer at the Faculty of Economy, Sriwijaya University, Palembang, Indonesia

ORCID ID: 0000-0002-9196-7924
e-mail: annayulia@unsri.ac.id

Yulianita Anna, Doctor (Economics), Lecturer at the Faculty of Economy, Sriwijaya University, Palembang, Indonesia

ORCID ID: 0000-0001-8744-3274
e-mail: svetasaluk227@gmail.com

Human Capital, Labour Force, And Economic Growth: Case Study of Across Regions in Indonesia

Introduction. Human development in education, health, and decent living increases, the accumulated human capital increases. The increase in production factors in the form of human development as a whole will increase output. In aggregate, an increase in the accumulation of human capital will impact the use of production factors as a source that replaces accumulated physical capital with human capital. Based on endogenous growth theory, human capital accumulation will create knowledge that will produce higher knowledge output. This research focuses on analyzing economic growth in Indonesia regarding endogenous factors, including the Government Expenditure Ratio for Education and Health, Human Development Index, and Labor Force Participation Rate by all provinces in Indonesia. The data used in this study are secondary for the period 2011-2020 and cross-sectional from 34 provinces in Indonesia. The analysis technique uses quantitative with Panel Data regression analysis tool.

Purpose. This study analyzes the effect of the Government Expenditure Ratio on Education and Health, Human Development Index, and Labor Force Participation Rate on Economic Growth in Indonesia.

Results. Education and Health Expenditure Ratio, HDI, and TPAK have a positive effect on Economic Growth. This condition means that every increase in Education and Health Expenditures, the human development index, and the Labor Force Participation Rate (TPAK) will increase economic growth. Overall economic growth is mostly determined by the Labor Force Participation Rate (TPAK).

Conclusion. Increasing the Proportion of Education and Health Expenditure Ratio, improving the quality of HDI, and increasing LFPR will impact increasing Economic Growth in Indonesia. Thus, to further increase spending on education and health, the availability of employment opportunities will result in the accumulation of human capital, which will increase economic growth in the long term.

Keywords: government expenditure; human development index; labor force participation rate; economic growth.

References:

1. Aka, B. & Dumont Ch. Jean. (2018). Health, Education аnd Economic Growth : Testing For Long- Run Relationships And Causal. Applied Econometrics and International Development. 8-2, 2 [in English].
2. Amir, H., Khan, M. & Bilal, K. (2015). Impact of educated labor force on Economic growth of Pakistan : A human capital perspective. 4 (4), 814-831 [in English].
3. Bloom, D. E., Canning, D., & Sevilla, J. (2004). The Effect of Health on Economic Growth : A Production Function Approach. World Development, 32(1), 1–13. https://doi.org/https://doi.org/10.1016/j.worlddev.2003.07.002 [in English].
4. Chandra Shekhar Kumar. (2019). Human capital and growth. American Economic Review, 105 (5), 85–88. https://doi.org/10.1257/aer.p20151065[in English].
5. Chikalipah, S., & Makina, D. (2019). Economic growth and human development: Evidence from Zambia. Sustainable Development, 27 (6), 1023-1033. https://doi.org/10.1002/sd.1953 [in English].
6. Clark, A. E., Flèche, S., & Senik, C. (2016). Economic Growth Evens Out Happiness: Evidence from Six Surveys. The Review of Income and Wealth, 62(3), 405-419. https://doi.org/10.1111/roiw.12190 [in English].
7. Colantonio, E., Marianacci, R., & Mattoscio, N. (2019). On human capital and economic development : some results for Africa. Procedia – Social and Behavioral Sciences, 9, 266-272. https://doi.org/https://doi.org/10.1016/j.sbspro.2010.12.148 [in English].
8. Cooray, A., Mallick, S., & Dutta, N. (2019). Gender-specific human capital, openness and growth : Exploring the linkages for south Asia. Review of Development Economics, 18(1), 107–122. https://doi.org/10.1111/rode.12072 [in English].
9. Curea, Ş. C., & Ciora, C. (2013). The impact of human capital on economic growth. Quality-Access to Success, 14 (SUPPL.1), 395-399. https://doi.org/10.1016/s2212-5671(15)00258-0 [in English].
10. Behbudi, D., Karami, A. & Mamipour, S. (2018). Natural Resource Abundance, Human Capital and Economic Growth in the Petroleum Exporting Countries. Journal of Economic Development, 35(3), 81–102. https://doi.org/10.35866/caujed.2010.35.3.004 [in English].
11. Dissou, Y., Didic, S., & Yakautsava, T. (2016). Government spending on education, human capital accumulation, and growth. Economic Modelling, 58, 9-21. https://doi.org/10.1016/j.econmod.2016.04.015 [in English].
12. Dogan, B. (2017). Female Labor Force Participation Rate and Economic Growth in the Framework of Kuznets Curve : Evidence From Turkey. Review of Economic and Business Studies, 10, 33–54. https://doi.org/10.1515/rebs-2017-0047
13. Fosu, A. K. (2015). Growth and institutions in African development. Growth and Institutions in African Development, 68656, 1-17. https://doi.org/10.4324/9781315745930 [in English].
14. Gart, S. Becker. (1964). Human Capital : A Theoretical And Empirical Analysis, With Special Reference To Education [in English].
15. Gisore, N., Kiprop, S., Kalio, A., Ochieng, J., & Kibet, L. (2018). Effect of Government Expenditure on Economic Growth in East. European Journal of Business and Social Sciences, 3(8), 289-304 [in English].
16. Gyimah-Brempong, K., & Wilson, M. (2018). Health human capital and economic growth in Sub-Saharan African and OECD countries. The Quarterly Review of Economics and Finance, 44 (2), 296-320. https://econpapers.repec.org/RePEc:eee:quaeco:v:44:y:2004:i:2:p:296-320 [in English].
17. Hanushek, E. A., & Kimko, D. D. (2020). Schooling, Labor-Force Quality, and the Growth of Nations. American Economic Review, 90 (5), 1184–1208. https://doi.org/10.1257/aer.90.5.1184 [in English].
18. Iskandar, I. (2017). Effect оf Human Development Index Fund on Economic Growth Through A Special Autonomy. Jurnal Ekonomi Pembangunan : Kajian Masalah Ekonomi Dan Pembangunan, 18 (1), 50. https://doi.org/10.23917/jep.v18i1.2920 [in English].
19. Islam, M. S., & Muneer, S. (2018). Human Development and Economic Growth Nexus : A Comparative Study between Bangladesh and Pakistan. Pacific Business Review International, 11(3), 122-127 [in English].
20. Jude Eggoh, Gilles-Armand Sossou, & Hilaire Houeninvo. (2015). Education, Health and Economic Growth in African Countries. Journal of Economic Development, 40(1), 93–111. https://doi.org/10.35866/caujed.2015.40.1.004 [in English].
21. Kundu, A. (2017). The Effectiveness of Public Spending on Education and Health Care in Indian Economy. The Indian Economic Journal, 65 (1–4), 140-158. https://doi.org/10.1177/0019466217727885 [in English].
22. Laisina, C., Masinambow, V., & Rompas, W. (2015). Pengaruh Pengeluaran Pemerintah di Sektor Pendidikan dan Sektor Kesehatan terhadap PDRB melalui Indeks Pembangunan Manusia di Sulawesi Utara Tahun 2002-2013. Jurnal Berkala Ilmiah Efisiensi, 15(4), 193-208[in English]. .
23. Li, H., & Huang, L. (2019). Health, Education and Economic Growth in China: Empirical Findings and Implication. China Economic Review, 20(3), 374-378 [in English].
24. Lind, N. (2019). A Development of the Human Development Index. Social Indicators Research, 146(3), 409–423. https://doi.org/10.1007/s11205-019-02133-9 [in English].
25. Mercan, M., & Sezer, S. (2014). The Effect of Education Expenditure on Economic Growth : The Case of Turkey. Procedia – Social and Behavioral Sciences, 109, 925–930. https://doi.org/10.1016/j.sbspro.2013.12.565 [in English].
26. Mirah, M. R., Kindangen, P., Rorong, I. P. F., & Ratulangi, U. S. (2020). Pertumbuhan Ekonomi Dan Kemiskinan Di Provinsi Sulawesi Utara. 21(1), 85-100[in English].
27. Musgrave, R. A., & Peacock, A. T. (1967). Classics in the theory of public fiance [in English].
28. Mustafa, G., Rizov, M., & Kernohan, D. (2017). Growth, human development, and trade : The Asian experience. Economic Modelling, 61, 93-101. https://doi.org/10.1016/j.econmod.2016.12.007 [in English].
29. Odhiambo, N. M. (2015). Government Expenditure and Economic Growth in South Africa: an Empirical Investigation. Atlantic Economic Journal, 43(3), 393-406. https://doi.org/10.1007/s11293-015-9466-2 [in English].
30. Ogundari, K., & Awokuse, T. (2018). Human capital contribution to economic growth in Sub-Saharan Africa: Does health status matter more than education? Economic Analysis and Policy, 58, 131-140. https://doi.org/10.1016/j.eap.2018.02.001 [in English]..
31. Qadri, F. S., & Waheed, A. (2014). Human capital and economic growth : A macroeconomic model for Pakistan. Economic Modelling, 42, 66-76. https://doi.org/10.1016/j.econmod.2014.05.021[in English].
32. Schultz, Th. W. (1961). Investment in Human Capital. The American Economic Review, 51(1), 1-17. http://www.jstor.org/stable/1818907 [in English].
33. Schultz, Th. W. (1961). Invest in Human Capital. In The Amercian Economic Review. 51 (1), 1-20) [in English].
34. Sihite, L. (2021). The Effect Of Village Funds, Human Development Index (Hdi), And Economic Growth On Decrease Of Poverty Level In North Sumatera Province. International Journal of Public Budgeting, Accounting and Finance, 4(1 SE-Articles), 1-10. http://ijpbaf.org/index.php/ijpbaf/article/view/262 [in English].
35. Soni, D., & Jariwala, V. S. (2019). Social Expenditure and Economic Growth in Gujarat-Econometric Exploration. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.3405962 [in English].
36. Maksymenko, S. & Rabbani, M. (2020). Economic Reforms, Human Capital, and Economic Growth in India and South Korea : a Cointegration Analysis. Journal of Economic Development, 36(2), 39–59. https://doi.org/10.35866/caujed.2011.36.2.003 [in English].
37. Teixeira, A. A. C., & Queirós, A. S. S. (2016). Economic growth, human capital and structural change : A dynamic panel data analysis. Research Policy, 45(8), 1636–1648. https://doi.org/10.1016/J.RESPOL.2016.04.006 [in English].
38. Ul Haque, A., Kibria, G., Selim, M. I., & Yesmin Smrity, D. (2019). Labor Force Participation Rate and Economic Growth : Observations for Bangladesh. International Journal of Economics and Financial Research, 5(59), 209–213. https://doi.org/10.32861/ijefr.59.209.213 [in English].
39. Wijaya, A., Tasenţe, T., Darma, D. C., & Kasuma, J. (2021). Labor force and economic growth based on demographic pressures, happiness, and human development: Empirical from Romania. Journal of Eastern European and Central Asian Research, 8(1), 40–50. https://doi.org/10.15549/jeecar.v8i1.571 [in English]Amir, H., Khan, M. & Bilal, K. (2015). Impact of educated labor force on Economic growth of Pakistan : A human capital perspective. 4 (4), 814-831 [in English].