The Relationship of Education and Regional Income Level on Environmental Quality: Empirical Evidence from High Populated Country

Fakhri Adrian; Khoirunurrofik Khoirunurrofik

doi:10.14710/jwl.9.2.186-197

DOI: https://doi.org/10.14710/jwl.9.2.186-197

The Relationship of Education and Regional Income Level on Environmental Quality: Empirical Evidence from High Populated Country

Fakhri Adrian - Departemen Ilmu Ekonomi, Fakultas Ekonomi dan Bisnis, Universitas Indonesia, Indonesia

*Khoirunurrofik Khoirunurrofik

- Fakultas Ekonomi dan Bisnis, Universitas Indonesia, Indonesia

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Abstract

Indonesia is committed to implementing a sustainable development agenda by considering its quality and maintaining economic growth by improving public education and regional income. This study aims to estimate the relationship between education and regional income level with the environmental quality of Indonesian provinces. By applying the descriptive analysis and panel data regression, it is observed that regions with a high-level level of education and income are likely to have low environmental quality, which shows that education level has a negative relationship with environmental quality. In contrast, income level has no relationship with environmental quality. The empirical estimation revealed that higher education and regional income correlate with a lower level of environmental quality. It implied that the regional development in Indonesia has been at the cost of environmental degradation. It advised establishing an incentive and disincentive mechanism for economic actors to utilize energy resources and environmentally friendly production technology and bring the country into a sustainable development direction.

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Keywords: education level; environmental quality; generalized least-square; income level; Indonesia; panel data regression; sustainable development

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Section: Research Articles

Language : EN

In Vol 9, No 2 (2021): August 2021

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Gujarati, D. N., & Porter, D. C. (2013). Single-equation regression models. In Introductory econometrics: A practical approach
Hoang, T. T. P., & Kato, T. (2016). Measuring the effect of environmental education for sustainable development at elementary schools: A case study in Da Nang city, Vietnam. Sustainable Environment Research, 26(6), 274–286. doi: 10.1016/j.serj.2016.08.005
Hove, S., & Tursoy, T. (2019). An investigation of the environmental Kuznets curve in emerging economies. Journal of Cleaner Production, 236. doi: 10.1016/j.jclepro.2019.117628
Kahyaoğlu, M. (2014). The research of the relationship between environmentally aware prospective teachers' qualities and self efficacy beliefs towards environmental education. Procedia - Social and Behavioral Sciences, 116, 4493–4497. doi: 10.1016/j.sbspro.2014.01.973
Kasman, A., & Duman, Y. S. (2015). CO2 emissions, economic growth, energy consumption, trade and urbanization in new EU member and candidate countries: A panel data analysis. Economic Modelling, 44, 97–103. doi: 10.1016/j.econmod.2014.10.022
Kroll, C., & Zipperer, V. (2020). Sustainable development and populism. Ecological Economics, 176. doi: 10.1016/j.ecolecon.2020.106723
Kurniawan, R., & Managi, S. (2018). Economic growth and sustainable development in Indonesia: An assessment. Bulletin of Indonesian Economic Studies, 54(3), 339–361. doi: 10.1080/00074918.2018.1450962
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Li, L., Shan, Y., Lei, Y., Wu, S., Yu, X., Lin, X., & Chen, Y. (2019). Decoupling of economic growth and emissions in China's cities: A case study of the Central Plains urban agglomeration. Applied Energy, 244, 36–45. doi: 10.1016/j.apenergy.2019.03.192
Liang, W., & Yang, M. (2019). Urbanization, economic growth and environmental pollution: Evidence from China. Sustainable Computing: Informatics and Systems, 21, 1–9. doi: 10.1016/j.suscom.2018.11.007
Lima, M. G. B., Kissinger, G., Visseren-Hamakers, I. J., Braña-Varela, J., & Gupta, A. (2017). The sustainable development goals and REDD+: assessing institutional interactions and the pursuit of synergies. International Environmental Agreements: Politics, Law and Economics, 17(4), 589–606. doi: 10.1007/s10784-017-9366-9
Lubis, R. F., & Saputra, P. M. A. (2016). The middle-income trap: Is there a way out for asian countries? Journal of Indonesian Economy and Business, 29(3), 273–287. doi: 10.22146/jieb.10316
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Salvia, A. L., Leal Filho, W., Brandli, L. L., & Griebeler, J. S. (2019). Assessing research trends related to Sustainable Development Goals: local and global issues. Journal of Cleaner Production, 208, 841–849. doi: 10.1016/j.jclepro.2018.09.242
Scheyvens, R., Banks, G., & Hughes, E. (2016). The private sector and the SDGs: The need to move beyond' business as usual.' Sustainable Development, 24(6), 371–382. doi: 10.1002/sd.1623
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Sumargo, B. (2018). Comparing better environmental knowledge based on education and income using the odds ratio. Procedia Computer Science, 135, 105–112. doi: 10.1016/j.procs.2018.08.155
Tianyu, J., & Meng, L. (2020). Does education increase pro-environmental willingness to pay? Evidence from Chinese household survey. Journal of Cleaner Production, 275. doi: 10.1016/j.jclepro.2020.122713
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Waslekar, S. S. (2014). World environmental kuznets curve and the global future. Procedia - Social and Behavioral Sciences, 133, 310–319. doi: 10.1016/j.sbspro.2014.04.197
Yao, S., Zhang, S., & Zhang, X. (2019). Renewable energy, carbon emission and economic growth: A revised environmental Kuznets Curve perspective. Journal of Cleaner Production, 235, 1338–1352. doi: 10.1016/j.jclepro.2019.07.069
Yazdi, S. K., & Dariani, A. G. (2019). CO2 emissions, urbanization and economic growth: evidence from Asian countries. Economic Research-Ekonomska Istrazivanja, 32(1), 510–530. doi: 10.1080/1331677X.2018.1556107
Zafar, M. W., Shahbaz, M., Sinha, A., Sengupta, T., & Qin, Q. (2020). How renewable energy consumption contribute to environmental quality? The role of education in OECD countries. Journal of Cleaner Production, 268. doi: 10.1016/j.jclepro.2020.122149
Zhang, C., Wang, Y., Song, X., Kubota, J., He, Y., Tojo, J., & Zhu, X. (2017). An integrated specification for the nexus of water pollution and economic growth in China: Panel cointegration, long-run causality and environmental Kuznets curve. Science of the Total Environment, 609, 319–328. doi: 10.1016/j.scitotenv.2017.07.107
Zinkernagel, R., Evans, J., & Neij, L. (2018). Applying the SDGs to cities: Business as usual or a new dawn? Sustainability, 10(9). doi: 10.3390/su10093201
Zsóka, Á., Szerényi, Z. M., Széchy, A., & Kocsis, T. (2013). Greening due to environmental education? Environmental knowledge, attitudes, consumer behavior and everyday pro-environmental activities of Hungarian high school and university students. Journal of Cleaner Production, 48, 126–138. doi: 10.1016/j.jclepro.2012.11.030

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