Determinants of Environmental Quality Index (EQI) in Indonesia in 2018-2022

Authors

  • Pardomuan Robinson Sihombing School of Data Science, Mathematics and Informatics, IPB University https://orcid.org/0000-0002-1597-9077
  • Erfiani Erfiani School of Data Science, Mathematics and Informatics, IPB University
  • Khairil Anwar Notodiputro School of Data Science, Mathematics and Informatics, IPB University
  • Anang Kurnia School of Data Science, Mathematics and Informatics, IPB University

DOI:

https://doi.org/10.32497/keunis.v13i2.6559

Keywords:

COVID-19, EQI, GRDP, HDI, Income, Investment

Abstract

The environment is a critical issue in sustainable development in Indonesia, with significant variations in environmental quality between regions. This study seeks to examine the influence of the Regional Government Budget, COVID-19 (as a dummy variable), Gross Regional Domestic Product (GRDP), and the Human Development Index (HDI) on the Environmental Quality Index (EQI) in Indonesia. The data for this study were obtained from BPS–Statistics Indonesia and the Ministry of Environment and Forestry, covering the period from 2018 to 2022. The analysis employs multiple linear regression using panel data. Panel model testing indicates that the fixed effects model with cross-sectional lag provides the best fit. The results show that, collectively, all variables have a significant influence on Indonesia's Environmental Quality Index (EQI). Individually, the Regional Government Budget for environmental purposes, the COVID-19 dummy variable, and the Human Development Index (HDI) have a significant positive impact on EQI. In contrast, Gross Regional Domestic Product (GRDP) has a significant negative effect. These findings highlight the need for comprehensive macro-socioeconomic policies to sustain and enhance environmental quality in Indonesia.

Author Biography

Pardomuan Robinson Sihombing, School of Data Science, Mathematics and Informatics, IPB University

Scopus ID :  57223216987
Sinta ID :  6754387
Orchid ID :  0000-0002-1597-9077

References

Ahmad, H., Yaqub, M., & Lee, S. H. (2023). Environmental-, social-, and governance-related factors for business investment and sustainability: a scientometric review of global trends. In Environment Development and Sustainability (Vol. 26, Issue 2, pp. 2965–2987). Springer Science+Business Media. https://doi.org/10.1007/s10668-023-02921-x

Annisa, A., Ramadhan, A., & Suardi, A. (2022). Pengaruh Partisipasi Anggaran Dan Akuntansi Pertanggungjawaban Terhadap Kinerja Pegawai Kantor Bpkad Kota Palopo. Keunis Journal, 10(1), 13. https://doi.org/10.32497/keunis.v10i1.3118

Baltagi, B. H. (2005). Econometric Analysis of Panel Data (Third). John Wiley & Sons Ltd.

Banzhaf, E., de la Barrera, F., Kindler, A., Reyes‐Paecke, S., Schlink, U., Welz, J., & Kabisch, S. (2014). A conceptual framework for integrated analysis of environmental quality and quality of life. Ecological Indicators, 45, 664–668. https://doi.org/10.1016/j.ecolind.2014.06.002

Boukhatem, J., & Moussa, F. Ben. (2017). The effect of Islamic banks on GDP growth: Some evidence from selected MENA countries. Borsa Istanbul Review, 18(3), 231–247. https://doi.org/10.1016/j.bir.2017.11.004

Costantini, V., & Monni, S. (2007). Environment, human development and economic growth. Ecological Economics, 64(4), 867–880. https://doi.org/10.1016/j.ecolecon.2007.05.011

Dsouza, S., Krishnamoorthy, K., Kayani, U. N., Nawaz, F., & Hasan, F. (2024). Sustainable investing: ESG effectiveness and market value in OECD regions. Cogent Economics & Finance, 13(1). https://doi.org/10.1080/23322039.2024.2445147

Esty, D. C., & Porter, M. E. (2005). National environmental performance: an empirical analysis of policy results and determinants. Environment and Development Economics, 10(4), 391–434. https://doi.org/10.1017/s1355770x05002275

Greene, W. H. (2020). Econometric Analysis. Pearson.

Gujarati, D. (2004). Basic Econometrics BY Gujarati (pp. 1–1002). McGraw-Hill Inc.

Kementrian Lingkungan Hidup dan Kehutanan. (2022). SLHI_2022_upload_final_77f9948571. In Laporan Status Lingkungan Hidup Indonesia 2022 olh Kementrian Lingkungan Hidup dan Kehutanan Republik Indonesia.

Khan, T. (2024). Circular‐ESG Model for Regenerative Transition. https://doi.org/10.20944/preprints202407.1357.v1

Khomariyah, R. N., Setyowati, E., & Utomo, Y. P. (2022). Analysis of the Effect of Inflation, Interest Rate, Exchange Rate, and National Income on Financial Deepening in Indonesia From 2000 to 2020. Advances in Economics, Business and Management Research/Advances in Economics, Business and Management Research. https://doi.org/10.2991/aebmr.k.220602.020

Kuncara, T., & Anugrah, K. P. (2023). Analisis Volatilitas Cryptocurrency Pada Sebelum Pandemi Dan Pada Saat Pandemi Covid 19 Dengan Metode Return Pada Bitcoin Dan Ethereum. Keunis, 11(1), 86. https://doi.org/10.32497/keunis.v11i1.3981

Listyaningrum, N., Dewanti, T., Wahyudi, T. P., Josiana, G. R., Latifah, L., Ariefin, R. F., & Suprayogi, S. (2022). Study of the Environmental Quality Index in an Urban Campus Area. IOP Conference Series Earth and Environmental Science, 1039(1), 12065. https://doi.org/10.1088/1755-1315/1039/1/012065

Nawaz, S., & Iqbal, N. (2020). How cash transfers program affects environmental poverty among ultra-poor? Insights from the BISP in Pakistan. Energy Policy, 148, 111978. https://doi.org/10.1016/j.enpol.2020.111978

Praveena, S. M., & Aris, A. Z. (2021). The impacts of COVID-19 on the environmental sustainability: a perspective from the Southeast Asian region. Environmental Science and Pollution Research, 28(45), 63829–63836. https://doi.org/10.1007/s11356-020-11774-0

Pujiati, A., Yanto, H., Handayani, B. D., Ridzuan, A. R., Borhan, H., & Shaari, M. S. (2023). The detrimental effects of dirty energy, foreign investment, and corruption on environmental quality: New evidence from Indonesia. Frontiers in Environmental Science, 10. https://doi.org/10.3389/fenvs.2022.1074172

Rahmadhani, S. (2025). INNOVATION ’ S MEDIATING CONTRIBUTION TO THE RELATIONSHIP BETWEEN FINANCIAL FLEXIBILITY AND SUSTAINABILITY PERFORMANCE. Keunis Journal, 13(1), 30–43. https://jurnal.polines.ac.id/index.php/keunis/article/view/6111/109562

Schröter, B., Hack, J., Hüesker, F., Kuhlicke, C., & Albert, C. (2022). Beyond Demonstrators—tackling fundamental problems in amplifying nature-based solutions for the post-COVID-19 world. Npj Urban Sustainability, 2(1). https://doi.org/10.1038/s42949-022-00047-z

Singh, S., Ahirwar, A. K., Asia, P., Gopal, N., Kaim, K., & Ahirwar, P. (2021). COVID-19 and neurology perspective. Hormone Molecular Biology and Clinical Investigation, 42(1), 69–75. https://doi.org/10.1515/hmbci-2020-0069

Solheri, S., Azhar, M., & Yohandri, Y. (2022). Analysis of ethnoscience integrated environmental literacy for junior high school. JPBI (Jurnal Pendidikan Biologi Indonesia), 8(2), 178–188. https://doi.org/10.22219/jpbi.v8i2.17657

Statistik, B. P. (2022). STATISTIK LINGKUNGAN HIDUP INDONESIA 2022.

Sugiarto, A., Puspani, N. N., & Fathia, F. (2023). ESG Leverage towards Stock Performance in Indonesia Stock Exchange. International Journal of Energy Economics and Policy, 13(5), 593–606. https://doi.org/10.32479/ijeep.14384

Sugiyono. (2019). Metode Penelitian Kuantitatif, Kualitatif, dan R&D. Alphabet.

Suharti, L., & Sugiarto, A. (2020). A QUALITATIVE STUDY OF GREEN HRM PRACTICES AND THEIR BENEFITS IN THE ORGANIZATION: AN INDONESIAN COMPANY EXPERIENCE. Verslas Teorija Ir Praktika, 21(1), 200–211. https://doi.org/10.3846/btp.2020.11386

Suwandi, E. D. (2022). Efektivitas Insentif Pajak Dan Kebijakan Di Bidang Perpajakan Sehubungan Dengan Pandemi Covid-19. Keunis Journal, 10(1), 78–87. https://doi.org/10.32497/keunis.v10i1.3175

Syamsul, Nuelahlah, & Nurhadi. (2022). Krisis Pandemi Covid-19 Dampaknya Pada Pendapatan Daerah. Keunis Journal, 10(2), 1–10. https://doi.org/10.32497/keunis.10i2.3293

Tasri, E. S., Karimi, K., Muslim, I., & Dwianda, Y. (2022a). The influence of economic growth, energy consumption, poverty and population on Indonesia’s environmental quality index. KnE Social Sciences. https://doi.org/10.18502/kss.v7i6.10634

Tasri, E. S., Karimi, K., Muslim, I., & Dwianda, Y. (2022b). The influence of economic growth, energy consumption, poverty and population on Indonesia’s environmental quality index. KnE Social Sciences. https://doi.org/10.18502/kss.v7i6.10634

Trisnowati, Y., Achsani, N. A., Sembel, R., & Andati, T. (2022). The Effect of ESG Score, Financial Performance, and Macroeconomics on Stock Returns during the Pandemic Era in Indonesia. International Journal of Energy Economics and Policy, 12(4), 166–172. https://doi.org/10.32479/ijeep.13212

Wafiq, A. N., & Suryanto, S. (2021). The Impact of Population Density and Economic Growth on Environmental Quality: Study in Indonesia. Jurnal Ekonomi & Studi Pembangunan, 22(2), 301–312. https://doi.org/10.18196/jesp.v22i2.10533

Walpole, R. E. (2012). Probability & Statistics for Engineers & Scientists. Pearson.

Wu, Y., Wan, J., & Yu, W. (2023). Impact of environmental education on environmental quality under the background of low-carbon economy. Frontiers in Public Health, 11. https://doi.org/10.3389/fpubh.2023.1128791

Ye, L., & Fang, Z. (2025). The Impact of New-Quality Productivity on Environmental Pollution: Empirical Evidence from China. Sustainability, 17(7), 3230. https://doi.org/10.3390/su17073230

Downloads

Published

2025-07-04

Issue

Section

Articles