ARDL Modeling on Energy Consumption, Economic Growth on CO2 Emissions in Indonesia
Keywords:
ARDL, CO₂ emissions, energy consumption, economic growthAbstract
This study analyzes the effect of energy consumption and economic growth on CO₂ emissions in Indonesia in the short and long-term using the Autoregressive Distributed Lag (ARDL) method. The data used are secondary time series data for the period 1991-2021. The results of the stationarity test indicate that the variables of energy consumption and CO₂ emissions are stationary at the first differentiation level I(1), while economic growth is stationary at level I(0). The Bounds Test cointegration test produces an F-statistic value of 5.216879 which is greater than the upper limit at the 5% significance level, indicating a stable long-term relationship between the variables. The results of the long-term estimation show that energy consumption and economic growth do not have a significant effect on CO₂ emissions. Meanwhile, in the short term, energy consumption shows a negative and significant effect at lag 1 and lag 3, while economic growth shows a dynamic effect with changing direction depending on the time period.
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Alam, Md Mahmudul, Md Wahid Murad, Abu Hanifa Md Noman, and Ilhan Ozturk. “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 (2016): 466–79.
Arista, T. R., & Amar, S. (2019). Analisis Kausalitas Emisi CO2, Konsumsi Energi, Pertumbuhan Ekonomi dan Modal Manusia di ASEAN. Jurnal Kajian Ekonomi Dan Pembangunan, 1(2), 519.
Arista, Titi Reneri, and Syamsul Amar. “Analisis Kausalitas Emisi CO2, Konsumsi Energi, Pertumbuhan Ekonomi Dan Modal Manusia Di ASEAN.” Jurnal Kajian Ekonomi Dan Pembangunan 1, no. 2 (2019): 519.
Bakhri, Muh Syaiful. “Konsumsi Energi, Pertumbuhan Ekonomi, Globalisasi Dan Emisi CO2: Studi Kasus ASEAN-5.” Economics Bulletin· October, 2018, 67–95.
Biatmoko, Ivenda Septania Nuru. “Pertumbuhan Ekonomi Dan Emisi Karbondioksida Di Indonesia.” Jurnal Ilmu Ekonomi JIE 7, no. 01 (2023): 41–52.
IS, Nani Dwi, Fika Rahmadani, Dewi Pardian IP, and Devana Shofi Yudatama. “Kausalitas Konsumsi Energi Hydroelectricity, Emisi Karbon Dioksida Terhadap Pertumbuhan Ekonomi Di Indonesia.” Indicators: Journal of Economic and Business 1, no. 2 (2019): 154–67.
Jati, Damar, and Rifki Khoirudin. “Analisis Pendapatan Tenaga Kerja Sektor Pertanian Pada IFLS 5.” Equity: Jurnal Ekonomi 8, no. 1 (2020): 14–23.
Kartiasih, Fitri, and Adi Setiawan. “Aplikasi Error Correction Mechanism Dalam Analisis Dampak Pertumbuhan Ekonomi, Konsumsi Energi Dan Perdagangan Internasional Terhadap Emisi CO2 Di Indonesia.” Media Statistika 13, no. 1 (2020): 104–15.
Karunia, Monica Ruth, Ahmad Komarulzaman, and Ari Tjahjawandita. “Konsumsi Energi, Pembangunan Sektor Keuangan Dan Emisi Karbon Di Indonesia.” Jurnal Ekonomi Dan Pembangunan Indonesia 23, no. 1 (2023): 6.
Landapa, Sonia Ista Iswari. “Pertumbuhan Ekonomi Dan Konsumsi Energi: Pengaruhnya Terhadap 3 Negara Mayoritas Muslim Dengan Emisi Karbon Tertinggi.” Jurnal Ilmiah Ekonomi Islam 10, no. 3 (2024): 3181–85.
Nadeak, Sarwono Alfian H, and Nasrudin Nasrudin. “Pengaruh PDB per Kapita Dan Konsumsi Energi Terhadap Emisi GRK Di Indonesia.” Jurnal Ekonomi Dan Pembangunan Indonesia 23, no. 2 (2023): 2.
Pangestu, Regina Citra Kurnia, and Anak Agung Ketut Ayuningsasi. “Pengaruh Konsumsi Energi Sektor Industri, Rumah Tangga, Dan Transportasi Terhadap Emisi Karbon Di Indonesia.” Inisiatif: Jurnal Ekonomi, Akuntansi Dan Manajemen 3, no. 4 (2024): 297–311.
Pesaran, M Hashem, Yongcheol Shin, and Richard J Smith. “Bounds Testing Approaches to the Analysis of Level Relationships.” Journal of Applied Econometrics 16, no. 3 (2001): 289–326.
Prasetyanto, Kusuma, and Farmila Sari. “Environmental Kuznets Curve: Economic Growth with Environmental Degradation in Indonesia.” International Journal of Energy Economics and Policy 11, no. 5 (2021): 622–28.
Prastowo, Prastowo, and Laillil Putri Damayanti. “The Relationship between Electricity Consumption, Oil Prices, and Economic Growth in Indonesia.” JAMPE (Journal of Asset Management and Public Economy) 1, no. 1 (2022): 28–39.
Pratama, Andra Wisnu, and Marsono Marsono. “Faktor Faktor Rasio Fundamental Perusahaan Dalam Memengaruhi Harga Saham (Studi Pada Perusahaan Multisektor Yang Terdaftar Pada Indeks IDX-30 Tahun 2016-2020).” Diponegoro Journal of Accounting 10, no. 4 (2021).
Putra, Serdo Nurdi, and Alpon Satrianto. “Analisis Hubungan Kausalitas Penggunaan Energi, Pertumbuhan Ekonomi Dan Emisi Lingkungan Di Indonesia.” Jurnal Ekonomi Dan Pembangunan 1, no. 1 (2019): 49–68.
Putri, Anggi Rosalia, Toto Gunarto, Zulfa Emalia, and Asih Murwiati. “Pengaruh Pertumbuhan Ekonomi , Pertumbuhan Penduduk , Dan Konsumsi Energi Terhadap Emisi CO2 Di Indonesia.” Bullet: Jurnal Multidisiplin Ilmu 1, no. 6 (2022): 1070–80.
Salsabila, Ikramina, Nur Amalina, Heru Wahyudi, and Ukhti Ciptawaty. “Pengaruh GDP Per Kapita , Dan Konsumsi Energi Terhadap Emisi CO2 Di Indonesia.” Journal on Education 06, no. 01 (2023): 6508–17.
Saputra, Andrian Whilla, and Maulidiyah Indira Hasmarini. “Apakah Foreign Direct Investment Dan Pertumbuhan Ekonomi Menyebabkan Emisi Karbon Di Indonesia?” Jurnal Economic Resource 8, no. 2 (2025): 859–66.
Sugiawan, Yogi, and Shunsuke Managi. “The Environmental Kuznets Curve in Indonesia: Exploring the Potential of Renewable Energy.” Energy Policy 98 (2016): 187–98.
Sugiyono, S. (2019). Metodologi Penelitian Kualitatif Kuantitatif Dan R&D. Bandung: Cv. Alfabeta.
Sugiyono, Sugiyono. “Metodologi Penelitian Kualitatif Kuantitatif Dan R&D.” Bandung: Cv. Alfabeta, 2019.
Yaseen, Atif, Priyonggo Suseno, and Syed Ghulam Hussain Shah. “Impact Of Macroeconomic Variables And Mortality Rates Under 5 ON CO.” Journal of Developing Economies Vol 9, no. 2 (2024): 243–58.
Yuniarti, Dini. “Analisis Determinan Perdagangan Bilateral Indonesia Pendekatan Gravity Model.” Economic Journal of Emerging Markets, 2007.
Zhu, Huiming, Lijun Duan, Yawei Guo, and Keming Yu. “The Effects of FDI, Economic Growth and Energy Consumption on Carbon Emissions in ASEAN-5: Evidence from Panel Quantile Regression.” Economic Modelling 58 (2016): 237–48.
Zulaicha, A U, H Sasana, and Y Septian. “Analyze Of CO2 Emission Determination in Indonesia 1990-2018.” Program Studi Teknik Mesin Jurusan Teknik Mesin Fakultas Sains Dan Teknologi Universitas Sanata Dharma Yogyakarta 2, no. 2 (2020): 487–500.
Zulaicha, A. U., Sasana, H., & Septian, Y. (2020). Analyze Of CO2 Emission Determination in Indonesia 1990-2018. Program Studi Teknik Mesin Jurusan Teknik Mesin Fakultas Sains Dan Teknologi Universitas Sanata Dharma Yogyakarta, 2(2), 487–500.
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