The increase in world carbon emissions is always in line with national economic growth programs, which create negative environmental externalities. To understand the effectiveness of related factors in mitigating CO₂ emissions, this study investigates the intricate relationship among macro-pillars such as economic growth, foreign investment, trade and finance, energy, and renewable energy with CO₂ emissions of the high gross domestic product economies in East Asia Pacific, such as China, Japan, Korea, Australia and Indonesia (EAP-5). Through the application of the Vector Error Correction Model (VECM), this research reveals the long-term equilibrium and short-term dynamics between CO₂ emissions and selected factors from 1991 to 2020. The long-term cointegration vector test results show that economic growth and foreign investment contribute to carbon reduction. Meanwhile, the short-term Granger causality test shows that economic growth has a two-way causality towards carbon emissions, while energy consumption and renewable energy consumption have a one-way causality towards carbon emissions. In contrast, the variables trade, foreign direct investment, and domestic credit to the private sector do not have two-way causality towards CO₂ emissions. The findings reveal that economic growth and foreign investment play significant roles in carbon reduction, which are observed in long-term causality relationships, while energy consumption and renewable energy are notable factors. Thus, the study offers implications for mitigating environmental concerns on national economic growth agendas by scrutinizing and examining the efficacy of related factors.

Adebayo, T. S., Samour, A., Alola, A. A., et al. (2023). The potency of natural resources and trade globalisation in the ecological sustainability target for the BRICS economies. Heliyon, 9(5), e15734. https://doi.org/10.1016/j.heliyon.2023.e15734

Adekantari, P., & Amar, S. (2022). Analysis of the Effect of Macroeconomic Variables on Inflation in ASEAN-5: (Indonesia, Thailand, Philippines, Malaysia and Singapore) (Indonesian). Jurnal Kajian Ekonomi Dan Pembangunan, 4(1), 55. https://doi.org/10.24036/jkep.v4i1.13307

Ahmad, A., Ali, W., & Rehman, A. U. (2023). Nexus between institutional quality, employment, trade openness & CO2 emissions: A panel ARDL analysis. Journal of Social Research Development, 4(2), 468–479. https://doi.org/10.53664/jsrd/04-02-2023-20-468-479

Alamoush, A. S., Ölçer, A. I., & Ballini, F. (2022). Port greenhouse gas emission reduction: Port and public authorities’ implementation schemes. Research in Transportation Business & Management, 43, 100708. https://doi.org/10.1016/j.rtbm.2021.100708

Bach, P. X., & Cong, P. T. (2024). Toward sustainable development: Green economy with economic growth and carbon emission in Vietnam. Journal of Infrastructure, Policy and Development, 8(3), 3111. https://doi.org/10.24294/jipd.v8i3.3111

Balsalobre-Lorente, D., Shahbaz, M., Roubaud, D., et al. (2018). How economic growth, renewable electricity and natural resources contribute to CO2 emissions? Energy Policy, 113, 356–367. https://doi.org/10.1016/j.enpol.2017.10.050

Bui, H. M., Van Nguyen, S., Huynh, A. T., et al. (2023). Correlation between nitrous oxide emissions and economic growth in Vietnam: An autoregressive distributed lag analysis. Environmental Technology & Innovation, 29, 102989. https://doi.org/10.1016/j.eti.2022.102989

Cheng, C., Ren, X., Wang, Z., et al. (2019). Heterogeneous impacts of renewable energy and environmental patents on CO2 emission—Evidence from the BRIICS. Science of The Total Environment, 668, 1328–1338. https://doi.org/10.1016/j.scitotenv.2019.02.063

Chien, F., Chau, K. Y., Sadiq, M., et al. (2023). What role renewable energy consumption, renewable electricity, energy use and import play in environmental quality? Energy Reports, 10, 3826–3834. https://doi.org/10.1016/j.egyr.2023.10.024

Chikalipah, S., & Okafor, G. (2019). Dynamic Linkage Between Economic Growth and Human Development: Time Series Evidence from Nigeria. Journal of International Development, 31(1), 22–38. https://doi.org/10.1002/jid.3390

Craine, R. (1971). Optimal Distributed Lag Responses and Expectations. The American Economic Review, 61(5), 916–924.

Dickey, D. A., & Fuller, W. A. (1979). Distribution of the Estimators for Autoregressive Time Series with a Unit Root. Journal of the American Statistical Association, 74(366), 427. https://doi.org/10.2307/2286348

Dong, K., Hochman, G., & Timilsina, G. R. (2020). Do drivers of CO2 emission growth alter overtime and by the stage of economic development? Energy Policy, 140, 111420. https://doi.org/10.1016/j.enpol.2020.111420

Dong, K., Hochman, G., Zhang, Y., et al. (2018). CO2 emissions, economic and population growth, and renewable energy: Empirical evidence across regions. Energy Economics, 75, 180–192. https://doi.org/10.1016/j.eneco.2018.08.017

Duan, K., Cao, M., & Abdul Kader Malim, N. (2022). The Relationship between Trade Liberalization, Financial Development and Carbon Dioxide Emission—An Empirical Analysis. Sustainability, 14(16), 10308. https://doi.org/10.3390/su141610308

Essandoh, O. K., Islam, M., & Kakinaka, M. (2020). Linking international trade and foreign direct investment to CO2 emissions: Any differences between developed and developing countries? Science of The Total Environment, 712, 136437. https://doi.org/10.1016/j.scitotenv.2019.136437

Farooq, S., Ozturk, I., Majeed, M. T., et al. (2022). Globalization and CO2 emissions in the presence of EKC: A global panel data analysis. Gondwana Research, 106, 367–378. https://doi.org/10.1016/j.gr.2022.02.002

Gao, C., & Chen, H. (2023). Electricity from renewable energy resources: Sustainable energy transition and emissions for developed economies. Utilities Policy, 82, 101543. https://doi.org/10.1016/j.jup.2023.101543

Grossman, G. M., & Krueger, A. B. (1995). Economic Growth and the Environment. The Quarterly Journal of Economics, 110(2), 353–377. https://doi.org/10.2307/2118443

Guo, X., Huang, K., Li, L., et al. (2022). Renewable Energy for Balancing Carbon Emissions and Reducing Carbon Transfer under Global Value Chains: A Way Forward. Sustainability, 15(1), 234. https://doi.org/10.3390/su15010234

Gyamfi, B. A. (2021). Consumption-based carbon emission and foreign direct investment in oil-producing Sub-Sahara African countries: the role of natural resources and urbanization. Environmental Science and Pollution Research, 29(9), 13154–13166. https://doi.org/10.1007/s11356-021-16509-3

Habiba, U., & Xinbang, C. (2022). The impact of financial development on CO2 emissions: new evidence from developed and emerging countries. Environmental Science and Pollution Research, 29(21), 31453–31466. https://doi.org/10.1007/s11356-022-18533-3

Huang, Y., Kuldasheva, Z., & Salahodjaev, R. (2021). Renewable Energy and CO2 Emissions: Empirical Evidence from Major Energy-Consuming Countries. Energies, 14(22), 7504. https://doi.org/10.3390/en14227504

Huang, Z. (2021). Analyze the Relationship Between CO2 Emissions and GDP from the Global Perspective. Advances in Economics, Business and Management Research. https://doi.org/10.2991/aebmr.k.210917.068

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

Khalfaoui, R., Tiwari, A. K., Khalid, U., et al. (2021). Nexus between carbon dioxide emissions and economic growth in G7 countries: fresh insights via wavelet coherence analysis. Journal of Environmental Planning and Management, 66(1), 31–66. https://doi.org/10.1080/09640568.2021.1978062

Khan, Y., Hassan, T., Kirikkaleli, D., et al. (2022). The impact of economic policy uncertainty on carbon emissions: evaluating the role of foreign capital investment and renewable energy in East Asian economies. Environmental Science and Pollution Research, 29(13), 18527–18545. https://doi.org/10.1007/s11356-021-17000-9

Khezri, M., Karimi, M. S., Khan, Y. A., et al. (2021). The spillover of financial development on CO2 emission: A spatial econometric analysis of Asia-Pacific countries. Renewable and Sustainable Energy Reviews, 145, 111110. https://doi.org/10.1016/j.rser.2021.111110

Kim, D. H., Wu, Y. C., & Lin, S. C. (2020). Carbon dioxide emissions and the finance curse. Energy Economics, 88, 104788. https://doi.org/10.1016/j.eneco.2020.104788

Kim, D. H., Wu, Y. C., & Lin, S. C. (2021). Carbon dioxide emissions, financial development and political institutions. Economic Change and Restructuring, 55(2), 837–874. https://doi.org/10.1007/s10644-021-09331-x

Levin, A., Lin, C. F., & Chu, C. S. J. (2002). Unit Root Tests in Panel Data: Asymptotic and Finite-Sample Properties. Journal of Econometrics, 108, 1–24. https://doi.org/10.1016/S0304-4076(01)00098-7

Li, J., Irfan, M., Samad, S., et al. (2023). The Relationship between Energy Consumption, CO2 Emissions, Economic Growth, and Health Indicators. International Journal of Environmental Research and Public Health, 20(3), 2325. https://doi.org/10.3390/ijerph20032325

Li, S., Samour, A., Irfan, M., et al. (2023). Role of renewable energy and fiscal policy on trade adjusted carbon emissions: Evaluating the role of environmental policy stringency. Renewable Energy, 205, 156–165. https://doi.org/10.1016/j.renene.2023.01.047

Liu, Z., Sun, T., Yu, Y., et al. (2022). Near-Real-Time Carbon Emission Accounting Technology Toward Carbon Neutrality. Engineering, 14, 44–51. https://doi.org/10.1016/j.eng.2021.12.019

Luo, R., Ullah, S., & Ali, K. (2021). Pathway towards Sustainability in Selected Asian Countries: Influence of Green Investment, Technology Innovations, and Economic Growth on CO2 Emission. Sustainability, 13(22), 12873. https://doi.org/10.3390/su132212873

Lyazzat, K., Abubakirova, A., Igilikovna, O. A., et al. (2023). The Relationship between Energy Consumption, Carbon Emissions and Economic Growth in ASEAN-5 Countries. International Journal of Energy Economics and Policy, 13(2), 265–271. https://doi.org/10.32479/ijeep.13980

Maeno, K., Tokito, S., & Kagawa, S. (2022). CO2 mitigation through global supply chain restructuring. Energy Economics, 105, 105768. https://doi.org/10.1016/j.eneco.2021.105768

Majewski, S., Mentel, G., Dylewski, M., et al. (2022). Renewable Energy, Agriculture and CO2 Emissions: Empirical Evidence from the Middle-Income Countries. Frontiers in Energy Research, 10. https://doi.org/10.3389/fenrg.2022.921166

Martins, T., Barreto, A. C., Souza, F. M., et al. (2021). Fossil fuels consumption and carbon dioxide emissions in G7 countries: Empirical evidence from ARDL bounds testing approach. Environmental Pollution, 291, 118093. https://doi.org/10.1016/j.envpol.2021.118093

Mehmood, U., & Mansoor, A. (2021). CO2 emissions and the role of urbanization in East Asian and Pacific countries. Environmental Science and Pollution Research, 28(41), 58549–58557. https://doi.org/10.1007/s11356-021-14838-x

Mitić, P., Fedajev, A., Radulescu, M., et al. (2023). The relationship between CO2 emissions, economic growth, available energy, and employment in SEE countries. Environmental Science and Pollution Research, 30(6), 16140–16155. https://doi.org/10.1007/s11356-022-23356-3

Nguyen, C. T., & Trinh, L. T. (2018). The impacts of public investment on private investment and economic growth. Journal of Asian Business and Economic Studies, 25(1), 15–32. https://doi.org/10.1108/jabes-04-2018-0003

Nguyen, T. T. H., Le, T. A., Le-Dinh, T., et al. (2024). Nexus of Globalization and Environmental Quality: Investigating Heterogeneous Effects through Quantile Regression Analysis. Polish Journal of Environmental Studies, 33(1), 767–779. https://doi.org/10.15244/pjoes/172042

Nguyen, T. T. H., Phan, G. Q., Tran, T. K., et al. (2023). The role of renewable energy technologies in enhancing human development: Empirical evidence from selected countries. Case Studies in Chemical and Environmental Engineering, 8, 100496. https://doi.org/10.1016/j.cscee.2023.100496

Nguyen, T. T. H., Tu, Y. T., Diep, G. L., et al. (2023). Impact of natural resources extraction and energy consumption on the environmental sustainability in ASEAN countries. Resources Policy, 85, 103713. https://doi.org/10.1016/j.resourpol.2023.103713

Niyonzima, P., Yao, X., & Ofori, E. K. (2022). How Do Economic Growth and the Emissions of Carbon Dioxide Relate? OALib, 09(03), 1–16. https://doi.org/10.4236/oalib.1108516

Noor, M. A., & Saputra, P. M. A. (2020). Carbon Emissions and Gross Domestic Product: An Investigation of the Environmental Kuznets Curve (EKC) Hypothesis in Middle Income Countries in the ASEAN Region (Indonesian). Jurnal Wilayah Dan Lingkungan, 8(3), 230–246. https://doi.org/10.14710/jwl.8.3.230-246

Paudel, T., Li, W. Y., & Dhakal, T. (2023). Tourism, economy, and carbon emissions in emerging South Asian economies: A dynamic causal analysis. Journal of Infrastructure, Policy and Development, 8(2). https://doi.org/10.24294/jipd.v8i2.2278

Peters, G. P., Marland, G., Le Quéré, C., et al. (2011). Rapid growth in CO2 emissions after the 2008–2009 global financial crisis. Nature Climate Change, 2(1), 2–4. https://doi.org/10.1038/nclimate1332

Phillips, P. C. B., & Perron, P. (1988). Testing for a unit root in time series regression. Biometrika, 75(2), 335–346. https://doi.org/10.1093/biomet/75.2.335

Radmehr, R., Shayanmehr, S., Baba, E. A., et al. (2023). Spatial spillover effects of green technology innovation and renewable energy on ecological sustainability: New evidence and analysis. Sustainable Development.

Rahman, M. M., & Alam, K. (2022). CO2 Emissions in Asia–Pacific Region: Do Energy Use, Economic Growth, Financial Development, and International Trade Have Detrimental Effects? Sustainability, 14(9), 5420. https://doi.org/10.3390/su14095420

Rehan, M., Gungor, S., Qamar, M., et al. (2023). The effects of trade, renewable energy, and financial development on consumption-based carbon emissions (comparative policy analysis for the G20 and European Union countries). Environmental Science and Pollution Research, 30(33), 81267–81287. https://doi.org/10.1007/s11356-023-28156-x

Rehman, S., Ullah, S., Azim, F., et al. (2023). Impact of financial development, energy consumption and urbanization on CO2 emissions from buildings using quantile ARDL model. Journal of Infrastructure, Policy and Development, 7(3). https://doi.org/10.24294/jipd.v7i3.2166

Safiullah, M., Kabir, Md. N., & Miah, M. D. (2021). Carbon emissions and credit ratings. Energy Economics, 100, 105330. https://doi.org/10.1016/j.eneco.2021.105330

Saidi, K., & Omri, A. (2020). The impact of renewable energy on carbon emissions and economic growth in 15 major renewable energy-consuming countries. Environmental Research, 186, 109567. https://doi.org/10.1016/j.envres.2020.109567

Salari, M., Javid, R. J., & Noghanibehambari, H. (2021). The nexus between CO2 emissions, energy consumption, and economic growth in the U.S. Economic Analysis and Policy, 69, 182–194. https://doi.org/10.1016/j.eap.2020.12.007

Sanchez, L. F., & Stern, D. I. (2016). Drivers of industrial and non-industrial greenhouse gas emissions. Ecological Economics, 124, 17–24. https://doi.org/10.1016/j.ecolecon.2016.01.008

Sandu, S., Yang, M., Mahlia, T. M. I., et al. (2019). Energy-Related CO2 Emissions Growth in ASEAN Countries: Trends, Drivers and Policy Implications. Energies, 12(24), 4650. https://doi.org/10.3390/en12244650

Shahbaz, M., Loganathan, N., Muzaffar, A. T., et al. (2016). How urbanization affects CO 2 emissions in Malaysia? The application of STIRPAT model. Renewable and Sustainable Energy Reviews, 57, 83–93. https://doi.org/10.1016/j.rser.2015.12.096

Sharif, A., Bhattacharya, M., Afshan, S., et al. (2021). Disaggregated renewable energy sources in mitigating CO2 emissions: New evidence from the USA using quantile regressions. Environmental Science and Pollution Research, 28(41), 57582–57601. https://doi.org/10.1007/s11356-021-13829-2

Sharif, F., Hussain, I., & Qubtia, M. (2023). Energy Consumption, Carbon Emission and Economic Growth at Aggregate and Disaggregate Level: A Panel Analysis of the Top Polluted Countries. Sustainability, 15(4), 2935. https://doi.org/10.3390/su15042935

Shen, Y., Liu, J., & Tian, W. (2022). Interaction between international trade and logistics carbon emissions. Energy Reports, 8, 10334–10345. https://doi.org/10.1016/j.egyr.2022.07.159

Sherif, M., Ibrahiem, D. M., & El-Aasar, K. M. (2022). Investigating the potential role of innovation and clean energy in mitigating the ecological footprint in N11 countries. Environmental Science and Pollution Research, 29(22), 32813–32831. https://doi.org/10.1007/s11356-021-18477-0

Shoaib, H. M., Rafique, M. Z., Nadeem, A. M., et al. (2020). Impact of financial development on CO2 emissions: A comparative analysis of developing countries (D8) and developed countries (G8). Environmental Science and Pollution Research, 27(11), 12461–12475. https://doi.org/10.1007/s11356-019-06680-z

Sithole, V. L., Ndlwana, T., & Sibanda, K. (2020). The relationship between monetary policy and private sector credit in ADC countries. Eurasian Journal of Economics and Finance, 9(1), 46–54. https://doi.org/10.15604/ejef.2021.09.01.004

Szetela, B., Majewska, A., Jamroz, P., et al. (2022). Renewable Energy and CO2 Emissions in Top Natural Resource Rents Depending Countries: The Role of Governance. Frontiers in Energy Research, 10. https://doi.org/10.3389/fenrg.2022.872941

Torun, E., Akdeniz, A. D. A., Demireli, E., et al. (2022). Long-Term US Economic Growth and the Carbon Dioxide Emissions Nexus: A Wavelet-Based Approach. Sustainability, 14(17), 10566. https://doi.org/10.3390/su141710566

Tran, T. (2023). Financial Development and Environmental Quality: Differences in Renewable Energy Use and Economic Growth. Polish Journal of Environmental Studies, 32(3), 2855–2866. https://doi.org/10.15244/pjoes/157652

Vo, A., Vo, D., & Le, Q. (2019). CO2 Emissions, Energy Consumption, and Economic Growth: New Evidence in the ASEAN Countries. Journal of Risk and Financial Management, 12(3), 145. https://doi.org/10.3390/jrfm12030145

Voumik, L. C., Hossain, M. I., Rahman, Md. H., et al. (2023). Impact of Renewable and Non-Renewable Energy on EKC in SAARC Countries: Augmented Mean Group Approach. Energies, 16(6), 2789. https://doi.org/10.3390/en16062789

Wang, S., Pan, M., & Wu, X. (2023). Sustainable Development in the Export Trade from a Symbiotic Perspective on Carbon Emissions, Exemplified by the Case of Guangdong, China. Sustainability, 15(12), 9667. https://doi.org/10.3390/su15129667

Wei, J., Wen, J., Wang, X. Y., et al. (2023). Green innovation, natural extreme events, and energy transition: Evidence from Asia-Pacific economies. Energy Economics, 121, 106638. https://doi.org/10.1016/j.eneco.2023.106638

Winarno, S., Usman, M., Warsono, K. D., et al. (2021). Application of Vector Error Correction Model (VECM) and Impulse Response Function for Daily Stock Prices. Journal of Physics: Conference Series, 1751(1), 012016. https://doi.org/10.1088/1742-6596/1751/1/012016

Xie, Q., Wang, X., & Cong, X. (2020). How does foreign direct investment affect CO2 emissions in emerging countries?New findings from a nonlinear panel analysis. Journal of Cleaner Production, 249, 119422. https://doi.org/10.1016/j.jclepro.2019.119422

Zafar, A., Ullah, S., Majeed, M. T., et al. (2020). Environmental pollution in Asian economies: Does the industrialisation matter? OPEC Energy Review, 44(3), 227–248. https://doi.org/10.1111/opec.12181

Zhang, Y., Li, L., Sadiq, M., et al. (2023). The impact of non-renewable energy production and energy usage on carbon emissions: Evidence from China. Energy & Environment, 0958305X2211504. https://doi.org/10.1177/0958305x221150432

Zhao, W. X., Samour, A., Yi, K., et al. (2023). Do technological innovation, natural resources and stock market development promote environmental sustainability? Novel evidence based on the load capacity factor. Resources Policy, 82, 103397. https://doi.org/10.1016/j.resourpol.2023.103397

Zheng, R., Osabohien, R., Madueke, E., et al. (2023). Renewable energy consumption and business density as drivers of sustainable development. Frontiers in Energy Research, 11. https://doi.org/10.3389/fenrg.2023.1268903