Vol. 12 No. 9 (2026)
Open Access
Peer Reviewed

Environmental Quality and Sustainable Development in Indonesia: The Role of Socioeconomic Determinants During 2019–2023

Authors

Rahmatulloh , Yulistiana , Sri Mardiyati

DOI:

10.29303/jppipa.v12i9.15594

Published:

2026-09-30

Downloads

Abstract

Environmental quality is an important indicator of sustainable development because it reflects the interaction between economic, social, and environmental dimensions. This study examines the relationship between socioeconomic determinants and environmental quality across Indonesian provinces during 2019–2023. A quantitative approach was employed using balanced panel data from 34 provinces, comprising 170 observations obtained from Statistics Indonesia (BPS) and the Ministry of Environment and Forestry (KLHK). Panel data regression was applied, with the Fixed Effect Model (FEM) selected based on the Chow and Hausman tests. Diagnostic testing indicated heteroscedasticity, serial correlation, and cross-sectional dependence; therefore, Driscoll–Kraay robust standard errors were employed for statistical inference. The results show that GRDP per capita is positively and significantly associated with environmental quality, while poverty has a negative and significant association. Population density also shows a positive and significant relationship with environmental quality. In contrast, unemployment has a positive coefficient but is not statistically significant at the conventional 5% level. The model explains 94.72% of the variation in environmental quality. These findings highlight the importance of integrating economic development, poverty alleviation, sustainable urban management, and environmental protection into regional development policies in Indonesia

Keywords:

Environmental quality Indonesia Panel data Socioeconomic determinants Sustainable development

References

Adejumo, O. O. (2020). Environmental quality vs economic growth in a developing economy: complements or conflicts. Environmental Science and Pollution Research, 27(6), 6163–6179. https://doi.org/10.1007/s11356-019-07101-x DOI: https://doi.org/10.1007/s11356-019-07101-x

Anderson, Z. R., Kusters, K., McCarthy, J., & Obidzinski, K. (2016). Green growth rhetoric versus reality: Insights from Indonesia. Global Environmental Change, 38, 30–40. https://doi.org/10.1016/j.gloenvcha.2016.02.008 DOI: https://doi.org/10.1016/j.gloenvcha.2016.02.008

Badan Pusat Statistik. (2024). Indeks Kualitas Lingkungan Hidup Menurut Provinsi. Badan Pusat Statistik. Retrieved from https://www.bps.go.id/id/statistics-table/2/MjUzMSMy/indeks-kualitas-lingkungan-hidup-menurut-provinsi.html

Baltagi, B. H. (2008). Econometric analysis of panel data (Vol. 4). Springer.

Halisçelik, E., & Soytas, M. A. (2019). Sustainable development from millennium 2015 to Sustainable Development Goals 2030. Sustainable Development, 27(4), 545–572. https://doi.org/10.1002/sd.1921 DOI: https://doi.org/10.1002/sd.1921

Han, S., Li, C., Li, M., Lenzen, M., Chen, X., Zhang, Y., Li, M., Yin, T., Li, Y., Li, J., Liu, J., & Li, Y. (2024). Prospects for global sustainable development through integrating the environmental impacts of economic activities. Nature Communications, 15(1), 8424. https://doi.org/10.1038/s41467-024-52854-w DOI: https://doi.org/10.1038/s41467-024-52854-w

Hunjra, A. I., Bouri, E., Azam, M., Azam, R. I., & Dai, J. (2024). Economic growth and environmental sustainability in developing economies. Research in International Business and Finance, 70, 102341. https://doi.org/10.1016/j.ribaf.2024.102341 DOI: https://doi.org/10.1016/j.ribaf.2024.102341

Khan, H., Inamullah, E., & Shams, K. (2009). Population, environment and poverty in Pakistan: linkages and empirical evidence. Environment, Development and Sustainability, 11(2), 375–392. https://doi.org/10.1007/s10668-007-9119-y DOI: https://doi.org/10.1007/s10668-007-9119-y

Khan, S., & Yahong, W. (2021). Symmetric and Asymmetric Impact of Poverty, Income Inequality, and Population on Carbon Emission in Pakistan: New Evidence From ARDL and NARDL Co-Integration. Frontiers in Environmental Science, 9. https://doi.org/10.3389/fenvs.2021.666362 DOI: https://doi.org/10.3389/fenvs.2021.666362

Li, T., & Hassan, A. (2026). Urbanization, Education, and Resource Efficiency: Empirical Insights Into Environmental Sustainability in G20 Nations. Sustainable Development, 34(S1), 364–378. https://doi.org/10.1002/sd.70182 DOI: https://doi.org/10.1002/sd.70182

Lyu, X., Li, X., Wang, K., Dang, D., Cao, W., & Lou, A. (2024). Using a pattern-process-service-sustainability framework to clarify the relationship between regional ecosystem quality and sustainable development. Ecological Indicators, 165, 112174. https://doi.org/10.1016/j.ecolind.2024.112174 DOI: https://doi.org/10.1016/j.ecolind.2024.112174

Ma, X., Ben-Salha, O., & Choukaier, D. (2025). Beyond economic growth: the synergistic effects of globalization, environmental policies, and the triple green strategy on environmental sustainability in OECD countries. Frontiers in Environmental Science, 13. https://doi.org/10.3389/fenvs.2025.1649166 DOI: https://doi.org/10.3389/fenvs.2025.1649166

Ministry of Environment and Forestry of the Republic of Indonesia. (2024). Indeks Kualitas Lingkungan Hidup Indonesia 2023. Retrieved from https://www.bps.go.id/id/statistics-table/2/MjUzMSMy/indeks-kualitas-lingkungan-hidup-menurut-provinsi.html

Mutakim, J., Komar, O., Sudiapermana, E., Pramudia, J. R., & Nuraeni, L. (2025). Community-Based Learning Model to Support Environmental Sustainability and Community Empowerment in Sukamakmur Regency. Jurnal Penelitian Pendidikan IPA, 11(3), 599–608. https://doi.org/10.29303/jppipa.v11i3.10371 DOI: https://doi.org/10.29303/jppipa.v11i3.10371

Navila, Y., & Cerya, E. (2025). Pengaruh Pertumbuhan Ekonomi, Kepadatan Penduduk dan Kemiskinan Terhadap Kualitas Lingkungan Hidup Di Indonesia. Jurnal Ilmiah Pendidikan Lingkungan Dan Pembangunan, 26(01), 15–26. https://doi.org/10.21009/plpb.v26i01.59043 DOI: https://doi.org/10.21009/plpb.v26i01.59043

Perrings, C., & Ansuategi, A. (2000). Sustainability, growth and development. Journal of Economic Studies, 27(1/2), 19–54. https://doi.org/10.1108/EUM0000000005309 DOI: https://doi.org/10.1108/EUM0000000005309

Pincheira, R., & Zuniga, F. (2021). Environmental Kuznets curve bibliographic map: a systematic literature review. Accounting & Finance, 61(S1), 1931–1956. https://doi.org/10.1111/acfi.12648 DOI: https://doi.org/10.1111/acfi.12648

Sahin, G., Naimoglu, M., Kavaz, I., & Sahin, A. (2025). Examining the Environmental Phillips Curve Hypothesis in the Ten Most Polluting Emerging Economies: Economic Dynamics and Sustainability. Sustainability, 17(3), 920. https://doi.org/10.3390/su17030920 DOI: https://doi.org/10.3390/su17030920

Sarwar, N., Bibi, F. N., Junaid, A., & Alvi, S. (2024). Impact of urbanization and human development on ecological footprints in OECD and non-OECD countries. Heliyon, 10(19), e38058. https://doi.org/10.1016/j.heliyon.2024.e38058 DOI: https://doi.org/10.1016/j.heliyon.2024.e38058

Soeparno, W. S. I., Anggia, Y., Sari, R. L., & Purba, F. A. (2024). Economic Growth, Population Density, and Human Development: Key Drivers of Environmental Quality in Indonesia. International Journal on Economics, Finance and Sustainable Development, 6(8), 121–128. https://doi.org/10.31149/ijefsd.v6i7.5310 DOI: https://doi.org/10.31149/ijefsd.v6i7.5310

Wang, Q., Zhang, Y., & Li, R. (2025). Achieving Sustainable Development: Bridging Economic Growth and Environmental Resilience Through EKC and LCC. Sustainable Development, 33(5), 7629–7656. https://doi.org/10.1002/sd.3528 DOI: https://doi.org/10.1002/sd.3528

Zhang, F., Xiao, F., & Yu, P. (2024). A model of sustainable development in economic, social, and environmental aspects: the role of social capital in China. Environmental Research Communications, 6(4), 045001. https://doi.org/10.1088/2515-7620/ad37a8 DOI: https://doi.org/10.1088/2515-7620/ad37a8

Author Biographies

Rahmatulloh, Universitas Indraprasta PGRI

Author Origin : Indonesia

Yulistiana, Universitas Indraprasta PGRI

Author Origin : Indonesia

Sri Mardiyati, Universitas Indraprasta PGRI

Author Origin : Indonesia

Downloads

Download data is not yet available.

How to Cite

Rahmatulloh, R., Yulistiana, Y., & Mardiyati, S. (2026). Environmental Quality and Sustainable Development in Indonesia: The Role of Socioeconomic Determinants During 2019–2023. Jurnal Penelitian Pendidikan IPA, 12(9), 80–88. https://doi.org/10.29303/jppipa.v12i9.15594