The Link between Economic Growth, Electricity Consumption, and CO2 Emissions: Evidence from Indonesia

Taufiq Marwa, Abdul Bashir, Dirta Pratama Atiyatna, Ichsan Hamidi, Mukhlis Mukhlis, Sukanto Sukanto

Abstract


This study investigates the relationship between economic growth, electricity consumption, and CO2 emissions in Indonesia. The data utilized time series for 1971-2020 obtained from the WDI database 2021. The method utilized the ADRL and VEC models. The findings indicate that in the long run, economic growth and electricity consumption positively affect CO2 emissions. The short-run effect that occurs from economic growth is significant and negative, while the lag of CO2 emission is positive on CO2 emissions. There is a two-way causality between economic growth and electricity consumption in the short run. There is a unidirectional causality flowing from CO2 emissions to economic growth. A significant ECT coefficient has confirmed that the long-run relationship between variables in the model used is valid. The policies offered are applying emission taxes, encouraging energy conservation to control emissions, and encouraging efficient and sustainable electricity supply.

How to Cite:

Marwa, T., Bashir, A., Atiyantna, D.P., Hamidi, I., Mukhlis, M., Soekanto, S. (2022). The Link between Economic Growth, Electricity Consumption, and CO2 Emissions: Evidence from Indonesia. Signifikan: Jurnal Ilmu Ekonomi, 11(2), 253-272. https://doi.org/10.15408/sjie.v11i2.26286.


Keywords


electricity consumption; cointegration; CO2 emission; economic growth

References


Adom, P. K., Bekoe, W., Amuakwa-Mensah, F., Mensah, J. T., & Botchway, E. (2012). Carbon Dioxide Emissions, Economic Growth, Industrial Structure, and Technical Efficiency: Empirical Evidence from Ghana, Senegal, and Morocco on the Causal Dynamics. Energy, 47(1), 314–325. https://doi.org/10.1016/j.energy.2012.09.025.

Akil, Y. S., Mangngenre, S., Amar, K., & Pachri, H. (2020). Urban Household Electricity Consumption: A Study of Providing Information for Energy Policy Planning. International Journal of Renewable Energy Research, 10(3), 1194–1200.

Akpan, G. E., & Akpan, U. F. (2012). Electricity Consumption, Carbon Emissions and Economic Growth in Nigeria. International Journal of Energy Economics and Policy, 2(4), 292–306.

Al-Mulali, U., & Che Sab, C. N. B. (2018). Electricity Consumption, CO2 Emission, and Economic Growth in the Middle East. Energy Sources, Part B: Economics, Planning and Policy, 13(5), 257–263. https://doi.org/10.1080/15567249.2012.658958.

Altunbas, Y., & Kapusuzoglu, A. (2011). The Causality between Energy Consumption and Economic Growth in United Kingdom. Ekonomska Istrazivanja, 24(2), 60–67. https://doi.org/10.1080/1331677X.2011.11517455.

Arouri, M. E. H., Ben Youssef, A., M’henni, H., & Rault, C. (2012). Energy Consumption, Economic Growth and CO2 Emissions in Middle East and North African Countries. Energy Policy, 45, 342–349. https://doi.org/10.1016/j.enpol.2012.02.042

Atchike, D. W., Zhao, Z. Y., & Bao, G. (2020). The Relationship between Electricity Consumption, Foreign Direct Investment and Economic Growth: Case of Benin. International Journal of Energy Economics and Policy, 10(4), 507–515. https://doi.org/10.32479/ijeep.9415.

Aye, G. C., & Edoja, P. E. (2017). Effect of Economic Growth on CO2 Emission in Developing Countries: Evidence from a Dynamic Panel Threshold Model. Cogent Economics and Finance, 5(1), 1379239. https://doi.org/10.1080/23322039.2017.1379239.

Azam, M., Khan, A. Q., Abdullah, H. B., & Qureshi, M. E. (2016). The impact of CO2 Emissions on Economic Growth: Evidence from Selected Higher CO2 Emissions Economies. Environmental Science and Pollution Research, 13(7), 6376–6389.

Bah, M. M., & Azam, M. (2017). Investigating the Relationship between Electricity Consumption and Economic Growth: Evidence from South Africa. Renewable and Sustainable Energy Reviews, 80, 531–537. https://doi.org/10.1016/j.rser.2017.05.251.

Bargaoui, S. A., Liouane, N., & Nouri, F. Z. (2014). Environmental Impact Determinants: An Empirical Analysis based on the STIRPAT Model. Procedia - Social and Behavioral Sciences, 109, 449–458. https://doi.org/10.1016/j.sbspro.2013.12.489.

Bashir, A., Susetyo, D., Suhel, S., & Azwardi, A. (2021). Relationships between Urbanization, Economic Growth, Energy Consumption, and CO2 Emissions: Empirical Evidence from Indonesia. Journal of Asian Finance, Economics and Business, 8(3), 79–90. https://doi.org/10.13106/jafeb.2021.vol8.no3.0079.

Bashir, A., Thamrin, K. M. H., Farhan, M., Mukhlis, & Atiyatna, D. P. (2019). The Causality between Human Capital, Energy Consumption, CO2 Emissions, and Economic Growth: Empirical Evidence from Indonesia. International Journal of Energy Economics and Policy, 9(2), 98–104. https://doi.org/10.32479/ijeep.7377.

Bayar, Y., & Özel, H. (2014). Electricity Consumption and Economic Growth in Emerging Economies. Journal of Knowledge Management, Economics and Information Technology, 4(2), 1–18.

Baydoun, H., & Aga, M. (2021). The Effect of Energy Consumption and Economic Growth on Environmental Sustainability in the GCC Countries: Does Financial Development Matter? Energies, 14(18), 5897. https://doi.org/10.3390/en14185897.

Bildirici, M. E. (2012). Economic Growth and Electricity Consumption: Auto Regressive Distributed Lag Analysis. Journal of Energy in Southern Africa, 23(4), 29–45.

Chontanawat, J. (2020). Relationship between Energy Consumption, CO2 Emission and Economic Growth in ASEAN: Cointegration and Causality Model. Energy Reports, 6, 660–665. https://doi.org/10.1016/j.egyr.2019.09.046.

Cowan, W. N., Chang, T., Inglesi-lotz, R., & Gupta, R. (2014). The Nexus of Electricity Consumption, Economic Growth and CO2 Emissions in the BRICS Countries. Energy Policy, 66, 359–368. https://doi.org/10.1016/j.enpol.2013.10.081

Davidsson, Å. (2020). Disasters as an Opportunity for Improved Environmental Conditions. International Journal of Disaster Risk Reduction, 48(5), 101590. https://doi.org/10.1016/j.ijdrr.2020.101590.

Engle, R. F., & Granger, C. W. J. (1987). Co-Integration and Error Correction: Representation, Estimation, and Testing. Econometrica, 55(2), 251–276. https://doi.org/10.2307/1913236.

Fauzi, R. (2017). Effects of Energy Consumption, Forest Areas and Economic Growth toward CO2 emissions in 6 (six) ASEAN Member Countries: A Panel Data Analysis Approach. Ecolab, 11(1), 1–52.

Gielen, D., Boshell, F., Saygin, D., Bazilian, M. D., Wagner, N., & Gorini, R. (2019). The Role of Renewable Energy in the Global Energy Transformation. Energy Strategy Reviews, 24, 38–50. https://doi.org/10.1016/j.esr.2019.01.006.

Granger, C. W. J. (1969). Investigating Causal Relations by Econometric Models and Cross-spectral Methods. Econometrica, 37(3), 424–438. https://doi.org/10.2307/1912791. JSTOR 1912791.

Hirsh, R. F., & Koomey, J. G. (2015). Electricity Consumption and Economic Growth: A New Relationship with Significant Consequences? Electricity Journal, 28(9), 72–84. https://doi.org/10.1016/j.tej.2015.10.002.

Ibrahiem, D. M. (2018). Investigating the Causal Relationship between Electricity Consumption and Sectoral Outputs: Evidence from Egypt. Energy Transitions, 2(1–2), 31–48. https://doi.org/10.1007/s41825-018-0009-8.

Issaoui, F., Toumi, H., & Touili, W. (2015). The Effects of Carbon Dioxide Emissions on Economic Growth, Urbanization, and Welfare: Application to Countries in the Middle East and North Africa. The Journal of Energy and Development, 41(1/2), 223–252. https://doi.org/www.jstor.org/stable/90005938.

Johansen, S. (1988). Statistical Analysis of Cointegration Vectors. Journal of Economic Dynamics and Control, 12(2–3), 231–254. https://doi.org/10.1016/0165-1889(88)90041-3.

Johansen, S. (1996). Likelihood-based Inference in Cointegrated Vector Autoregressive Models. Oxford University Press.

Kasperowicz, R. (2015). Economic Growth and CO2 Emissions: The ECM Analysis. Journal of International Studies, 8(3), 91–98. https://doi.org/10.14254/2071-8330.2015/8-3/7.

Khan, M. K., Khan, M. I., & Rehan, M. (2020). The Relationship between Energy Consumption, Economic Growth and Carbon Dioxide Emissions in Pakistan. Financial Innovation, 6(1), 1–13. https://doi.org/10.1186/s40854-019-0162-0.

Kim, S. W., Lee, K., & Nam, K. (2010). The Relationship between CO2 Emissions and Economic Growth: The Case of Korea with Nonlinear Evidence. Energy Policy, 38(10), 5938–5946. https://doi.org/10.1016/j.enpol.2010.05.047.

Lin, F. L., Inglesi-Lotz, R., & Chang, T. (2018). Revisit Coal Consumption, CO2 Emissions and Economic Growth Nexus in China and India using a Newly Developed Bootstrap ARDL Bound Test. Energy Exploration and Exploitation, 36(3), 450–463. https://doi.org/10.1177/0144598717741031.

Liu, Y., Yan, B., & Zhou, Y. (2016). Urbanization, Economic Growth, and Carbon Dioxide Emissions in China: A Panel Cointegration and Causality Analysis. Journal of Geographical Sciences, 26(2), 131–152. https://doi.org/10.1007/s11442-016-1259-2

Majewska, A., & Gierałtowska, U. (2022). Impact of Economic Affluence on CO2 Emissions in CEE Countries. Energies, 15(322), 1–21. https://doi.org/10.3390/en15010322.

Manisalidis, I., Stavropoulou, E., Stavropoulos, A., & Bezirtzoglou, E. (2020). Environmental and Health Impacts of Air Pollution: A Review. Frontiers in Public Health, 8(14), 1–13. https://doi.org/10.3389/fpubh.2020.00014.

Menyah, K., & Wolde-Rufael, Y. (2010). Energy Consumption, Pollutant Emissions and Economic Growth in South Africa. Energy Economics, 32(6), 1374–1382. https://doi.org/10.1016/j.eneco.2010.08.002.

Narayan, P. K., & Smyth, R. (2005). Electricity Consumption, Employment and Real Income in Australia: Evidence from Multivariate Granger Causality Tests. Energy Policy, 33, 1109–1116.

Odugbesan, J. A., & Rjoub, H. (2020). Relationship Among Economic Growth, Energy Consumption, CO2 Emission, and Urbanization: Evidence From MINT Countries. SAGE Open, 10(2), 1–15. https://doi.org/10.1177/2158244020914648.

Osadume, R., & University, E. O. (2021). Impact of Economic Growth on Carbon Emissions in Selected West African Countries, 1980–2019. Journal of Money and Business, 1(1), 8–23. https://doi.org/10.1108/jmb-03-2021-0002.

Osobajo, O. A., Otitoju, A., Otitoju, M. A., & Oke, A. (2020). The Impact of Energy Consumption and Economic Growth on Carbon Dioxide Emissions. Sustainability, 12(19), 1–16. https://doi.org/10.3390/SU12197965.

Ozturk, I., & Acaravci, A. (2010). CO2 Emissions, Energy Consumption and Economic Growth in Turkey. Renewable and Sustainable Energy Reviews, 14(9), 3220–3225. https://doi.org/10.1016/j.rser.2010.07.005.

Panayotou, T. (2003). Economic Growth and the Environment. Economic Survey of Europe, No. 2, 45–72. https://doi.org/10.1016/S1574-0099(05)03023-8

Pesaran, M. H., Shin, Y., & Smith, R. J. (2001). Bounds Testing Approaches to the Analysis of Level Relationships. Journal of Applied Econometrics, 16, 289–326.

Radmehr, R., Henneberry, S. R., & Shayanmehr, S. (2021). Renewable Energy Consumption, CO2 Emissions, and Economic Growth Nexus: A Simultaneity Spatial Modeling Analysis of EU Countries. Structural Change and Economic Dynamics, 57, 13–27. https://doi.org/10.1016/j.strueco.2021.01.006.

Rahim, M., Adam, P., Suriadi, L. O., Saenong, Z., Atmodjo, E., Rumbia, W. A., & Tamburaka, I. P. (2018). Causal Relationship between Electric Consumption and Economic Growth in South East Sulawesi. International Journal of Energy Economics and Policy, 8(6), 29–34. https://doi.org/10.32479/ijeep.6973.

Rahman, M. M. (2020). Environmental Degradation: The Role of Electricity Consumption, Economic Growth and Globalisation. Journal of Environmental Management, 253, 109742. https://doi.org/10.1016/j.jenvman.2019.109742.

Rajaguru, G., & Khan, S. U. (2021). Causality between Energy Consumption and Economic Growth in the Presence of Growth Volatility: Multi-Country Evidence. Risk and Financial Management, 14(471), 1–26. https://doi.org/10.3846/tede.2021.14863.

Saidi, K., & Hammami, S. (2015). The Impact of CO2 Emissions and Economic Growth on Energy Consumption in 58 Countries. Energy Reports, 1, 62–70. https://doi.org/10.1016/j.egyr.2015.01.003.

Santika, T., Meijaard, E., Budiharta, S., Law, E. A., Kusworo, A., Hutabarat, J. A., Indrawan, T. P., Struebig, M., Raharjo, S., Huda, I., Ekaputri, A. D., Trison, S., Stigner, M., & Wilson, K. A. (2017). Community Forest Management in Indonesia: Avoided Deforestation in the Context of Anthropogenic and Climate Complexities. Global Environmental Change, 46, 60–71. https://doi.org/10.1016/j.gloenvcha.2017.08.002.

Shahbaz, M., Hye, Q. M. A., Tiwari, A. K., & Leitão, N. C. (2013). Economic Growth, Energy Consumption, Financial Development, International Trade and CO2 Emissions in Indonesia. Renewable and Sustainable Energy Reviews, 25, 109–121. https://doi.org/10.1016/j.rser.2013.04.009

Shahbaz, M., Khraief, N., Uddin, G. S., & Ozturk, I. (2014). Environmental Kuznets curve in an Open Economy: A Bounds Testing and Causality Analysis for Tunisia. Renewable and Sustainable Energy Reviews, 34, 325–336. https://doi.org/10.1016/J.RSER.2014.03.022.

Shahbaz, M., Rasool, G., Ahmed, K., & Kumar, M. (2016). Considering the Effect of Biomass Energy Consumption on Economic Growth: Fresh Evidence from BRICS Region. Renewable and Sustainable Energy Reviews, 60, 1442–1450. https://doi.org/10.1016/j.rser.2016.03.037

Shengfeng, X., Sheng, X. ming, Tianxing, Z., & Xuelli, Z. (2012). The Relationship between Electricity Consumption and Economic Growth in China. Physics Procedia, 24, 56–62. https://doi.org/10.1016/j.phpro.2012.02.010.

Shikwambana, L., Mhangara, P., & Kganyago, M. (2021). Assessing the Relationship between Economic Growth and Emissions Levels in South Africa between 1994 and 2019. Sustainability, 13(5), 1–15. https://doi.org/10.3390/su13052645.

Thaker, M. A. M. T., Thaker, H. M. T., Amin, M. F., & Pitchay, A. A. (2019). Electricity Consumption and Economic Growth: A Revisit Study of Their Causality in Malaysia. Etikonomi, 18(1), 1–12. https://doi.org/10.15408/etk.v18i1.7455.

Thapa-Parajuli, R., Aryal, S., Alharthi, M., & Paudel, R. C. (2021). Energy Consumption, Export Performance and Economic Growth in a Landlocked Developing Country: The Case of Nepal. AIMS Energy, 9(3), 516–533. https://doi.org/10.3934/ENERGY.2021025.

Wang, S. S., Zhou, D. Q., Zhou, P., & Wang, Q. W. (2011). CO2 Emissions, Energy Consumption and Economic Growth in China: A Panel Data Analysis. Energy Policy, 39(9), 4870–4875. https://doi.org/10.1016/j.enpol.2011.06.032/

Wang, S., Zhao, T., Zheng, H., & Hu, J. (2017). The STIRPAT Analysis on Carbon Emission in Chinese Cities: An Asymmetric Laplace Distribution Mixture Model. Sustainability, 9, 1–13. https://doi.org/10.3390/su9122237.

Wolde-Rufael, Y. (2014). Electricity Consumption and Economic Growth in Transition Countries: a Revisit using Bootstrap Panel Granger Causality Analysis. Energy Economics. 44, 325-330. https://doi.org/10.1016/j.eneco.2014.04.019.

Zheng, H., Hu, J., Guan, R., & Wang, S. (2016). Examining Determinants of CO2 Emissions in 73 Cities in China. Sustainability, 8(12), 1–17. https://doi.org/10.3390/su8121296.


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DOI: 10.15408/sjie.v11i2.26286

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