The Contribution of Education, Health, and Unemployment on HDI in East Java, Indonesia

  • Amrun Rosyid Management Study Program, Faculty of Economics and Business, Narotama University Surabaya, Indonesia
  • Elok Damayanti Management Study Program, Faculty of Economics and Business, Narotama University Surabaya, Indonesia
  • Sarmilah Sarmilah Sekolah Tinggi Ilmu Manajemen Indonesia YAPMI Makassar
  • ST Rohani Sekolah Tinggi Ilmu Manajemen Indonesia YAPMI Makassar
  • Syalwa Shabila Sekolah Tinggi Ilmu Manajemen Indonesia YAPMI Makassar
Keywords: Education, Health, Unemployment, Human Development Index, East Java, Indonesia, Multiple Linear Regression

Abstract

Purpose: This study aims to analyse the influence of education, health, and unemployment on the Human Development Index (HDI) in East Java, Indonesia. Given the disparities in HDI across regions, this research seeks to identify the extent to which these factors contribute to HDI variations in the province.

Design/methodology/approach: A quantitative research approach was employed, using secondary data from the Central Bureau of Statistics (BPS) of East Java for the years 2021 and 2022. The study analysed data from 38 regencies/cities in East Java, using multiple linear regression to examine the impact of education (average years of schooling), health (number of hospitals), and unemployment (percentage of the labour force) on HDI.

Findings: The results indicate that education and health have a significant positive impact on HDI, while unemployment has a significant negative effect. The findings confirm that increasing education levels and improving healthcare access contribute positively to human development, whereas higher unemployment rates hinder HDI growth. The coefficient of determination (R²) suggests that these three factors collectively explain a substantial portion of HDI variation in East Java.

Research limitations/implications: This study is limited to secondary data analysis and does not consider qualitative factors such as policy effectiveness, governance, and social infrastructure that may also influence HDI. Future research should incorporate qualitative methods and longitudinal data to capture broader determinants of human development.

Practical implications: The findings provide valuable insights for policymakers in East Java to focus on education and healthcare improvements while addressing unemployment challenges. Policy recommendations include expanding access to quality education, improving healthcare facilities in underdeveloped areas, and implementing effective employment programs to reduce regional disparities in HDI.

Originality/value: This research contributes to the understanding of HDI determinants at the provincial level in Indonesia, offering empirical evidence on the interplay between education, health, and unemployment. The study highlights the need for integrated policy approaches to enhance human development in East Java.

Paper type: Research paper

Downloads

Download data is not yet available.

References

BPS Jawa Timur. (2021). The Human Development Index (HDI) of East Java. In Berita Resmi Statistik (Vol. 53, Issue 9).

Burbules, N. C., Fan, G., & Repp, P. (2020). Five trends of education and technology in a sustainable future. Geography and Sustainability, 1(2), 93–97. https://doi.org/10.1016/j.geosus.2020.05.001

Dahliah, D., & Nur, A. N. (2021). The Influence of Unemployment, Human Development Index and Gross Domestic Product on Poverty level. Golden Ratio of Social Science and Education, 1(2), 95–108. https://doi.org/10.52970/grsse.v1i2.84

Darodjatun, M. A. . S., Zaenuddin, & Prambudi, B. (2021). The Influence of HDI on the Unemployment Level in DKI Jakarta. Journal of Research in Business, Economics, and Education, 3(2), 1722–1733. https://e-journal.stiekusumanegara.ac.id/index.php/jrbee/article/view/233

Dinar, M., Hasan, M., & Arisah, N. (2022). Effect of Education, Unemployment, Health Level, and Human Development Index on Economic Growth in South Sulawesi Province. ICSEBE 2021, 205(Icsebe 2021), 201–205. https://doi.org/10.2991/aebmr.k.220107.038

Handayani, L. (2023). Analysis of The Influence of The Unemployment Rate and HDI on Poverty Levels in Province of Central Java. Jee, 12(1), 125–132. http://journal.unnes.ac.id/sju/index.php/jeec

Hidayat, R., & Sahri, Y. (2023). the Influence of Education, Health, Poverty, and Unemployment on Economic Growth Through the Hdi in South Sumatera 2017-2021. I-ECONOMICS: A Research Journal on Islamic Economics, 9(1), 55–66. https://doi.org/10.19109/https://doi.org/10.19109/ieconomics.v9i1.18146

Hosokawa, R., Ojima, T., Myojin, T., Aida, J., Kondo, K., & Kondo, N. (2020). Associations between healthcare resources and healthy life expectancy: A descriptive study across secondary medical areas in Japan. International Journal of Environmental Research and Public Health, 17(20), 1–16. https://doi.org/10.3390/ijerph17207521

Jam’an, A., As, S., & Wulandari, Z. (2024). The Influence of Education on the Human Development Index ( IPM ) in Makassar City. Balance, 20(1), 27–32.

King, D. L. (2023). Journal of Higher Education Management. Journal of Higher Education Management, 38(4), 4–20. http://www.aaua.org/journals/pdfs/JHEM_Vol_28-1_Web_Edition_2013.pdf%5Cnpapers3://publication/uuid/B348B1A2-02F4-42F2-8B88-84C83E954625

Manihuruk, F. E., Gultom, R. H., & Ariza, D. (2024). The Effect of Education , HDI , Economic Growth , and Minimum Wage on Unemployment : A Study of 10 Provinces in the Sumatra Region. JPENSI, 9(2), 348–360.

Morse, S. (2023). Quality of Life, Well-Being and the Human Development Index: A Media Narrative for the Developed World? Social Indicators Research, 170(3), 1035–1058. https://doi.org/10.1007/s11205-023-03230-6

Prayitno, A. R. D., & Kusumawardani, D. (2022). Open Unemployment Rate in The Province of East Java. The Winners, 23(1), 11–18. https://doi.org/10.21512/tw.v23i1.7047

Sari, P. B. K. (2022). Determinants of Human Development Index in East Java Province. Efficient: Indonesian Journal of Development Economics, 5(1), 1494–1504. https://doi.org/10.15294/efficient.v5i1.50286

Setyadi, S. (2022). Inequality of Education in Indonesia by Gender, Socioeconomic Background and Government Expenditure. EKO-REGIONAL: Jurnal Pembangunan Ekonomi Wilayah, 17(1), 27–36. https://doi.org/10.32424/1.erjpe.2022.17.1.2895

Siregar, Z. (2024). The Effect of Education, Health and Social Expenditure Allocations on the Human Development Index (HDI) Level of the City District Aceh Province. Journal of Environmental and Development Studies, 05(01), 25–30. https://talenta.usu.ac.id/jeds/article/view/14257

Suci, L. E., Addainuri, M. I., & Abidin, M. (2023). The Effect of Economic Growth, Education, Unemployment, And Human Development Index On Poverty In The Special Region Of Yogyakarta For Period 2015-2021. JIET, 8(2), 284–296. https://doi.org/10.55927/ministal.v2i3.5831

Umair, M., Ahmad, W., Hussain, B., Fortea, C., Zlati, M. L., & Antohi, V. M. (2024). Empowering Pakistan’s Economy: The Role of Health and Education in Shaping Labor Force Participation and Economic Growth. Economies, 12(5), 1–21. https://doi.org/10.3390/economies12050113

Yogiantoro, M., Komariah, D., & Irawan, I. (2019). Effects Of Education Funding In Increasing Human Development Index. Jejak, 12(2), 482–497. https://doi.org/10.15294/jejak.v12i2.23391

Published
2025-01-31
Section
Articles