Abstract
This study investigates EKC hypothesis in Indonesia over the period of 1980–2019. Within the EKC framework, we examine the impact of GDP, energy consumption, and financial development on CO2 emissions using ARDL bound-test. The results show that the study variables are cointegrated, representing a long-run relationship. The EKC hypothesis is not validated as we found a U-shaped relationship. Given the turning point (IDR13,274,579) has been reached in 1987, a further increase in GDP would only be associated with an increase in CO2 emissions. While energy consumption increases CO2 emissions, financial development seems to improve environmental quality by lowering CO2 emissions.
Bahasa Abstract
Penelitian ini menyelidiki keberadaan Hipotesis EKC di Indonesia selama periode 1980–2019. Dalam kerangka EKC, penelitian ini mengkaji pengaruh PDB, konsumsi energi, dan pembangunan sektor keuangan terhadap emisi karbon (CO2). Penelitian ini menggunakan Autoregressive Distributed Lagged (ARDL) bound-test. Hasil penelitian menunjukkan bahwa terdapat kointegrasi antar variabel. Sementara itu, hipotesis EKC tidak divalidasi melainkan hubungan kurva berbentuk U. Turning point telah tercapai pada tahun 1987, ini menyiratkan bahwa peningkatan PDB lebih lanjut hanya akan dikaitkan dengan peningkatan emisi CO2. Selain itu, konsumsi energi meningkatkan emisi CO2 dan pembangunan sektor keuangan tampak memperbaiki kualitas lingkungan dengan menurunkan emisi CO2.
References
[1] Ahmed, K., & Qazi, A. Q. (2014). Environmental Kuznets curve for CO2 emission in Mongolia: an empirical analysis. Management of Environmental Quality: An International Journal, 25(4), 505-516. doi: https://doi.org/10.1108/MEQ-03- 2013-0017.
[2] Akbostanci, E., Türüt-A¸sik, S., & Tunç, G. I. (2009). The relationship between income and environment in Turkey: Is there an environmental Kuznets curve? Energy Policy, 37(3), 861-867. doi: https://doi.org/10.1016/j.enpol.2008.09.088.
[3] Alam, M. M., Murad, M.W., Noman, A. H. M., & Ozturk, I. (2016). Relationships among carbon emissions, economic growth, energy consumption and population growth: Testing Environmental Kuznets Curve hypothesis for Brazil, China, India and Indonesia. Ecological Indicators, 70, 466-479. doi: https://doi.org/10.1016/j.ecolind.2016.06.043.
[4] Ang, J. B. (2007). CO2 emissions, energy consumption, and output in France. Energy Policy, 35(10), 4772-4778. doi: https://doi.org/10.1016/j.enpol.2007.03.032.
[5] Baloch, M. A., Zhang, J., Iqbal, K., & Iqbal, Z. (2019). The effect of financial development on ecological footprint in BRI countries: evidence from panel data estimation. Environmental Science and Pollution Research, 26(6), 6199- 6208. doi: https://doi.org/10.1007/s11356-018-3992-9.
[6] Bilgili, F., Koçak, E., & Bulut, Ü. (2016). The dynamic impact of renewable energy consumption on CO2 emissions: A revisited Environmental Kuznets Curve approach. Renewable and Sustainable Energy Reviews, 54, 838-845. doi: https://doi.org/10.1016/j.rser.2015.10.080.
[7] CarbonBrief. (2019, 27 Maret). The carbon brief profile: Indonesia. Diakses 22 Februari 2022 dari https://www. carbonbrief.org/the-carbon-brief-profile-indonesia/.
[8] Charfeddine, L., & Khediri, K. Ben. (2016). Financial development and environmental quality in UAE: Cointegration with structural breaks. Renewable and Sustainable Energy Reviews, 55, 1322-1335. doi: https: //doi.org/10.1016/j.rser.2015.07.059.
[9] Climate Transparency. (2019). Brown to green report 2019: The G20 transition towards a net-zero emissions economy. Diakses 22 Februari 2022 dari http://www.climate-transparency.org/ g20-climate-performance/g20report2019.
[10] Climate Transparency. (2021). Climate transparency report 2021: Comparing G20 climate action towards net zero: Indonesia. Diakses 22 Februari 2022 dari https://www.climate-transparency.org/wp-content/ uploads/2021/10/CT2021Indonesia.pdf.
[11] Dar, J. A., & Asif, M. (2018). Does financial development improve environmental quality in Turkey? An application of endogenous structural breaks based cointegration approach. Management of Environmental Quality: An International Journal, 29(2), 368-384. doi: https://doi.org/10.1108/MEQ-02-2017-0021.
[12] Dinda, S. (2004). Environmental Kuznets Curve hypothesis: A survey. Ecological Economics, 49(4), 431-455. doi: https: //doi.org/10.1016/j.ecolecon.2004.02.011.
[13] Enders,W. (2014). Applied econometric time series (4th edition). Wiley.
[14] Farabi, A., Abdullah, A., & Setianto, R. H. (2019). Energy consumption, carbon emissions and economic growth in Indonesia and Malaysia. International Journal of Energy Economics and Policy, 9(3), 338-345. doi: https: //doi.org/https://doi.org/10.32479/ijeep.6573.
[15] Frankel, J. A., & Romer, D. (1999). Does trade cause growth?. American Economic Review, 89(3), 379-399. doi: https://doi.org/10.1257/aer.89.3.379.
[16] Ge, M., Friedrich, J., & Vigna, L. (2022). 4 charts explain greenhouse gas emissions by countries and sectors. World Resource Institute. Diakses 10 Mei 2022 dari https://www.wri.org/insights/4-charts-explain-greenhouse-gas-emissions-countries-andsectors.
[17] Gessesse, A. T., & He, G. (2020). Analysis of carbon dioxide emissions, energy consumption, and economic growth in China. Agricultural Economics, 66(4), 183-192. doi: https://doi.org/10.17221/258/2019-AGRICECON.
[18] Global Carbon Atlas. (2022). CO2 emissions. Diakses 22 Februari 2022 dari https://globalcarbonatlas.org/emissions/ carbon-emissions/.
[19] Grossman, G. M., & Krueger, A. B. (1991). Environmental impacts of a north american free trade agreement. NBERWorking Paper, 3914. National Bureau of Economic Research. doi: 10.3386/w3914.
[20] Gujarati, D. N., & Porter, D. C. (2009). Basic econometrics (5th edition). McGraw-Hill/Irwin.
[21] IPCC. (2008). 2006 IPCC guidelines for national greenhouse gas inventories – A primer, prepared by the National Greenhouse Gas Inventories Programme, Eggleston H. S., Miwa K., Srivastava N., & Tanabe K. (eds). Institute for Global Environmental Strategies (IGES). Diakses 10 Mei 2022 dari https://www.ipcc-nggip.iges.or.jp/support/ Primer_2006GLs.pdf.
[22] Islam, M. S. (2022). Does financial development cause environmental pollution? Empirical evidence from South Asia. Environmental Science and Pollution Research, 29(3), 4350-4362. doi: https://doi.org/10.1007/s11356-021-16005-8.
[23] Jiang, C., & Ma, X. (2019). The impact of financial development on carbon emissions: a global perspective. Sustainability, 11(19), 5241. doi: https://doi.org/10.3390/su11195241.
[24] Kaika, D., & Zervas, E. (2013). The Environmental Kuznets Curve (EKC) theory-Part A: Concept, causes and the CO2 emissions case. Energy Policy, 62, 1392-1402. doi: https: //doi.org/10.1016/j.enpol.2013.07.131.
[25] KementerianESDMRepublik Indonesia. (2022). Handbook of energy & economic statistics of Indonesia 2021. Diakses 10 Mei 2022 dari https://www.esdm.go.id/assets/media/content/ content-handbook-of-energy-and-economic-statistics-ofindonesia- 2021.pdf.
[26] Kuznets, S. (1955). Economic growth and income inequality. The American Economic Review, 45(1), 1-28. https: //www.jstor.org/stable/1811581.
[27] Massagony, A., & Budiono. (2022). Is the Environmental Kuznets Curve (EKC) hypothesis valid on CO2 emissions in Indonesia?. International Journal of Environmental Studies, 80(1), 20-31. doi: https: //doi.org/10.1080/00207233.2022.2029097.
[28] Narayan, P. K. (2005). The saving and investment nexus for China: evidence from cointegration tests. Applied Economics, 37(17), 1979-1990. doi: https: //doi.org/10.1080/00036840500278103.
[29] Och, M. (2017). Empirical investigation of the environmental Kuznets curve hypothesis for nitrous oxide emissions for Mongolia. International Journal of Energy Economics and Policy, 7(1), 117-128.
[30] OJK. (2022). Taksonomi hijau Indonesia (Edisi 1.0). Otoritas Jasa Keuangan. Diakses 10 Mei 2022 dari https://www.ojk.go. id/keuanganberkelanjutan/id/publication/detailsflibrary/ 2352/taksonomi-hijau-indonesia-edisi-1-0-2022.
[31] Ozturk, I., & Acaravci, A. (2010). CO2 emissions, energy consumption and economic growth in Turkey. Renewable and Sustainable Energy Reviews, 14(9), 3220-3225. doi: https: //doi.org/10.1016/j.rser.2010.07.005.
[32] Panayotou, T. (1993). Empirical tests and policy analysis of environmental degradation at different stages of economic development. World Employment Programme research working paper, WEP 2-22/WP. 238. International Labour Organization. Diakses 10 Mei 2022 dari https://ilo.primo.exlibrisgroup.com/discovery/fulldisplay/alma992927783402676/41ILO_INST:41ILO_V2.
[33] Paudel, R. C., & Alharthi, M. (2021). Role of financial development in the export performance of a land- locked developing country: The case of Nepal. Cogent Economics and Finance, 9(1), 1973653. doi: https: //doi.org/10.1080/23322039.2021.1973653.
[34] Pesaran, M. H., Shin, Y., & Smith, R. J. (2001). Bounds testing approaches to the analysis of level relationships. Journal of Applied Econometrics, 16(3), 289-326. doi: https: //doi.org/10.1002/jae.616.
[35] Ritchie, H., & Roser, M. (2020). Indonesia: CO2 country profile. Our World in Data. Diakses 10 Mei 2022 dari https://ourworldindata.org/co2/country/indonesia# per-capita-how-much-co2-does-the-average-person-emit.
[36] Saboori, B., & Sulaiman, J. (2013). CO2 emissions, energy consumption and economic growth in Association of Southeast Asian Nations (ASEAN) countries: A cointegration approach. Energy, 55, 813-822. doi: https: //doi.org/10.1016/j.energy.2013.04.038.
[37] Sarkodie, S. A., & Strezov, V. (2018). Assessment of contribution of Australia’s energy production to CO2 emissions and environmental degradation using statistical dynamic approach. Science of the Total Environment, 639, 888-899. doi: https://doi.org/10.1016/j.scitotenv.2018.05.204.
[38] 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. doi: https://doi.org/10.1016/j.scitotenv.2018.08.276.
[39] Shabbir, A. H., Zhang, J., Liu, X., Lutz, J. A., Valencia, C., & Johnston, J. D. (2019). Determining the sensitivity of grassland area burned to climate variation in Xilingol, China, with an autoregressive distributed lag approach. International Journal of Wildland Fire, 28(8), 628-639. doi: https://doi.org/10.1071/WF18171.
[40] Shafik, N., & Bandyopadhyay, S. (1992). Economic growth and environmental quality: time-series and cross-country evidence. Policy Research Working Paper, WPS904. World Bank. Diakses 10 Mei 2022 dari https://documents1.worldbank.org/curated/en/ 833431468739515725/pdf/multi-page.pdf.
[41] Shahbaz, M., Hye, Q. M. A., Tiwari, A. K., & Leitão, N. C. (2013a). Economic growth, energy consumption, financial development, international trade and CO2 emissions in Indonesia. Renewable and Sustainable Energy Reviews, 25, 109-121. doi: https://doi.org/10.1016/j.rser.2013.04.009.
[42] Shahbaz, M., Solarin, S. A., Mahmood, H., & Arouri, M. (2013b). Does financial development reduce CO2 emissions in Malaysian economy? A time series analysis. Economic Modelling, 35, 145-152. doi: https: //doi.org/10.1016/j.econmod.2013.06.037.
[43] Shahbaz, M., Sbia, R., Hamdi, H., & Ozturk, I. (2014). Economic growth, electricity consumption, urbanization and environmental degradation relationship in United Arab Emirates. Ecological Indicators, 45, 622-631. doi: https: //doi.org/10.1016/j.ecolind.2014.05.022.
[44] Sinha, A., & Shahbaz, M. (2018). Estimation of Environmental Kuznets Curve for CO2 emission: Role of renewable energy generation in India. Renewable Energy, 119, 703-711. doi: https://doi.org/10.1016/j.renene.2017.12.058.
[45] Sugiawan, Y., & Managi, S. (2016). The environmental Kuznets curve in Indonesia: Exploring the potential of renewable energy. Energy Policy, 98, 187-198. doi: https: //doi.org/10.1016/j.enpol.2016.08.029.
[46] Tamazian, A., Chousa, J. P., & Vadlamannati, K. C. (2009). Does higher economic and financial development lead to environmental degradation: Evidence from BRIC countries. Energy Policy, 37(1), 246-253. doi: https: //doi.org/10.1016/j.enpol.2008.08.025.
[47] Wang, M., Arshed, N., Munir, M., Rasool, S. F., & Lin, W. (2021). Investigation of the STIRPAT model of environmental quality: a case of nonlinear quantile panel data analysis. Environment, Development and Sustainability, 23(8), 12217-12232. doi: https://doi.org/10.1007/s10668-020- 01165-3.
[48] World Bank. (2011). Climate risk and adaptation country profile, April 2011: Vulnerability, risk reduction, and adaptation to climate change: Indonesia. Diakses 10 Mei 2022 dari https://climateknowledgeportal.worldbank.org/sites/ default/files/2018-10/wb_gfdrr_climate_change_country_ profile_for_IDN.pdf.
[49] World Bank. (2021). Manufacturing, value added (% of GDP) - Indonesia. Diakses 10 Mei 2022 dari https://data.worldbank. org/indicator/NV.IND.MANF.ZS?locations=ID.
[50] World Bank. (2022).GDPper capita (constant LCU) - Indonesia. Diakses 10 Mei 2022 dari https://data.worldbank.org/ indicator/NY.GDP.PCAP.KN?locations=ID.
[51] Zhang, J. (2021). Environmental Kuznets Curve hypothesis on CO2 emissions: Evidence for China. Journal of Risk and Financial Management Provided, 14(3), 93. doi: https: //doi.org/https://doi.org/10.3390/jrfm14030093.
Recommended Citation
Karunia, Monica Ruth; Komarulzaman, Ahmad; and Tjahjawandita, Ari
(2023)
"Konsumsi Energi, Pembangunan Sektor Keuangan dan Emisi Karbon di Indonesia,"
Jurnal Ekonomi dan Pembangunan Indonesia: Vol. 23:
No.
1, Article 6.
DOI: 10.21002/jepi.2023.06
Available at:
https://scholarhub.ui.ac.id/jepi/vol23/iss1/6