Analisis Faktor Penentu Indeks Kualitas Udara Pada Sepuluh Provinsi Dengan Jumlah Industri Besar Dan Menengah Terbanyak Di Indonesia
DOI:
https://doi.org/10.61104/alz.v4i2.4714Keywords:
Indeks Kualitas Udara, Industri Manufaktur, Panel ARDLAbstract
Penurunan kualitas udara merupakan permasalahan lingkungan yang semakin serius di Indonesia, terutama di wilayah dengan jumlah industri besar dan menengah (IBM) yang tinggi. Aktivitas industri yang intensif, pertumbuhan jumlah kendaraan bermotor, serta peningkatan jumlah penduduk berpotensi memberikan tekanan signifikan terhadap kualitas lingkungan udara. Penelitian ini bertujuan untuk menganalisis pengaruh nilai Produk Domestik Regional Bruto (PDRB) industri manufaktur, jumlah kendaraan, dan jumlah penduduk terhadap Indeks Kualitas Udara (IKU) di sepuluh provinsi dengan jumlah IBM terbanyak di Indonesia. Metode penelitian yang digunakan adalah pendekatan kuantitatif dengan model panel Autoregressive Distributed Lag (ARDL) menggunakan estimasi Pooled Mean Group (PMG), yang memungkinkan analisis hubungan jangka pendek dan jangka panjang secara simultan. Hasil penelitian menunjukkan bahwa dalam jangka panjang, nilai PDRB industri manufaktur dan jumlah penduduk berpengaruh negatif dan signifikan terhadap IKU, sedangkan jumlah kendaraan berpengaruh positif dan signifikan. Sementara itu, dalam jangka pendek, nilai PDRB industri manufaktur dan jumlah kendaraan berpengaruh signifikan terhadap IKU, sedangkan jumlah penduduk tidak menunjukkan pengaruh yang signifikan. Temuan ini menegaskan adanya hubungan jangka panjang antara aktivitas ekonomi, mobilitas, dan dinamika demografis terhadap kualitas udara, sehingga diperlukan kebijakan pembangunan yang berorientasi pada keberlanjutan lingkungan.
References
Alola, A., Sunday, T., Temitope, T., & Bob, O. (2024). Moderating roles of technological innovation and economic complexity in the financial development–environmental quality nexus of the BRICS economies. Technology in Society, 78, 102581. https://doi.org/10.1016/j.techsoc.2024.102581
Amponsah, S., Kwesi, S., & Junior, H. (2025). Research and development, economic growth, CO₂ emissions, and the environmental Kuznets curve. Sustainable Futures, 9, 100541. https://doi.org/10.1016/j.sftr.2025.100541
Artikel, S. (2022). Pemetaan perkembangan Program Kampung Keluarga Berencana (KB) dengan sistem informasi geografis di Kabupaten Sukabumi. Jurnal, 1, 1–7.
Baek, J. I., & Ban, Y. U. (2020). The impacts of urban air pollution emission density on air pollutant concentration based on a panel model. Atmospheric Pollution Research.
Borck, R., & Schrauth, P. (2020). Regional science and urban economics. Regional Science and Urban Economics, 103596. https://doi.org/10.1016/j.regsciurbeco.2020.103596
Chandra, I. (2021). Quantitative analysis of the automobile sector in the Indonesian automotive roadmap for achieving national oil and CO₂ emission reduction targets by 2030. Energy Policy, 150(2), 112135. https://doi.org/10.1016/j.enpol.2021.112135
Etchie, T. O., & Etchie, A. T. (2020). Particulate air pollution in Indonesia: Quality index, characteristics, and source identification. IOP Conference Series: Earth and Environmental Science, 599(1), 012084. https://doi.org/10.1088/1755-1315/599/1/012084
Emalia, Z., Moniyana, R., & Murniati. (2020). Economic determinants of carbon dioxide emissions: A proof of the environmental Kuznets curve hypothesis in Asia. International Journal of Scientific & Technology Research, 9(1), 6877–6885.
Feng, T., Chen, X., Ma, J., Sun, Y., Du, H., Yao, Y., Chen, Z., Wang, S., & Mi, Z. (2023). Air pollution control or economic development? Empirical evidence from enterprises with production restrictions. Journal of Environmental Management, 336, 117611. https://doi.org/10.1016/j.jenvman.2023.117611
Feriansyah, F., & Larre, A. A. (2022). Economic growth and CO₂ emissions in ASEAN: A panel ARDL approach. Economics and Finance in Indonesia, 68(2).
Gina, N., Yackob, S., & Fitria, A. (2020). Correlation model of horizontal geometric and road grade on CO₂ and PM₂.₅ vehicle emissions in Bandung City. IOP Conference Series, 198, 239–245.
Hariwan, P., Sunaryo, F. K., & Kholil, M. (2022). Determining factors of energy intensity in the manufacturing industry of provinces in Indonesia. Journal of Earth Energy Engineering. https://doi.org/10.25299/jeee.2022.10649
Haslina, S., Shafie, M., & Mahmud, M. (2020). Urban air pollutants from motor vehicle emissions in Kuala Lumpur, Malaysia. Environmental Monitoring, 2793–2804.
Huang, F., & Wu, Q. (2023). Population mobility and urban air quality: Causal inference and impact measurement. Environmental Studies, 1–19.
Iqbal, K., Hassan, S. T., & Geng, Y. (2024). Impact of green technological innovations, ICT, and renewable energy on CO₂ emissions in emerging economies. Environmental Research. https://doi.org/10.1155/er/5594324
Khan, H., & Khan, I. (2023). The effect of technological innovations, urbanization, and economic growth on environmental quality: Does governance matter? Frontiers in Environmental Science. https://doi.org/10.3389/fenvs.2023.1239288
Landrigan, P. J. (2024). The health and economic benefits of climate mitigation and pollution control. The Lancet Planetary Health, 2(3), e107–e108. https://doi.org/10.1016/S2542-5196(18)30008-1
Lazarov, B., Swinnen, R., Spruyt, M., Goelen, E., Stranger, M., Desmet, G., & Wauters, E. (2013). Optimisation steps of an innovative air sampling method for semi-volatile organic compounds. Atmospheric Environment, 79, 780–786. https://doi.org/10.1016/j.atmosenv.2013.07.059
Lei, R., Feng, S., & Lauvaux, T. (2021). Country-scale trends in air pollution and fossil fuel CO₂ emissions during 2001–2018. Environmental Research Letters, 16(1), 014006. https://doi.org/10.1088/1748-9326/abc9e1
Maimunah, E., Sirat, M., & Pratiwi, D. M. (2021). Efisiensi alokasi faktor produksi usaha peternak sapi potong (studi kasus Desa Asto Mulyo, Kecamatan Punggur, Kabupaten Lampung Tengah). Jurnal Ilmiah Peternakan Terpadu, 9(1), 72–84. https://doi.org/10.23960/jipt.v9i1.p72-84
Manisalidis, I., Stavropoulou, E., & Stavropoulos, A. (2020). Environmental and health impacts of air pollution: A review. Frontiers in Public Health, 8, 14. https://doi.org/10.3389/fpubh.2020.00014
Martínez-Zarzoso, I., & Maruotti, A. (2011). The impact of urbanization on CO₂ emissions: Evidence from developing countries. Ecological Economics, 70(7), 1344–1353. https://doi.org/10.1016/j.ecolecon.2011.02.009
Suparta, I. W., Wiryawan, D., Ciptawaty, U., & Wahyudi, H. (2025). Impact of Covid-19 and foreign direct investment on Indonesia’s economic growth. International Journal of Economics and Financial Issues, 15(2), 1–8. https://doi.org/10.32479/ijefi.17679
Sarkodie, S. A., & Strezov, V. (2019). A review on environmental Kuznets curve hypothesis using bibliometric and meta-analysis. Science of the Total Environment, 649, 128–145. https://doi.org/10.1016/j.scitotenv.2018.08.276
Voumik, L. C., & Sultana, T. (2022). Impact of urbanization, industrialization, electrification, and renewable energy on the environment in BRICS: Evidence from CS-ARDL. Heliyon, 8(11), e11457. https://doi.org/10.1016/j.heliyon.2022.e11457
Wahyudi, Heru/Ciptawaty, Ukhti et. al. (2023). Comparison of renewable and non renewable energy in the long and short term of Indonesia economy. In: International Journal of Energy Economics and Policy 13 (5), S. 194 - 201. https://www.econjournals.com/index.php/ijeep/article/download/14611/7467/34211. doi:10.32479/ijeep.14611
Xuan, V. N. (2024). Determinants of environmental pollution: Evidence from Indonesia. Journal of Open Innovation: Technology, Market, and Complexity, 10(4), 100386. https://doi.org/10.1016/j.joitmc.2024.100386
Zhan, C., Xie, M., Lu, H., Liu, B., Wu, Z., Wang, T., & Zhuang, B. (2023). Impacts of urbanization on air quality and related health risks in complex terrain cities. Environmental Pollution, 388, 771–788.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2026 Iman Jaya Gea, Zulfa Emilia

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.









This work is licensed under a