Carbon Emissions: Impact on Economic Structure, Energy Policy and Climate — Case Studies of China and Russia

Authors

DOI:

https://doi.org/10.17059/ekon.reg.2025-3-20

Keywords:

pathways for reducing carbon emissions, economic structure transformation, energy policy, global governance of climate change, comparative analysis of China and Russia

Abstract

In the face of escalating climate challenges, CO₂ reduction has become a central objective of sustainable development, particularly for countries such as China and Russia, which follow distinct economic and energy paths. This paper aims to conduct a comparative analysis of the impact of economic structural transformation, energy policy evolution, and global climate governance mechanisms on CO₂ emission dynamics. The study tests three hypotheses: (H1) structural adjustment reduces emissions; (H2) energy policy produces divergent effects; and (H3) global mechanisms affect countries differently. The empirical analysis draws on panel data from 2000–2023, covering GDP per capita (GDPpc), the shares of fossil energy (FE) and renewable energy (RE), economic structure (IS), and a dummy variable for the presence of an emissions trading system (CT). Fixed-effects estimations reveal that in China, GDPpc has a strong positive effect on emissions (â = 0.415–0.591, p < 0.01), while structural reforms and the carbon market significantly reduce them. In Russia, the GDPpc effect is weak (â = 0.01–0.049), structural variables are statistically insignificant, and a national carbon market is absent. China is pursuing a more proactive energy transition strategy, characterized by a rising share of renewables and reduced reliance on fossil fuels. The study showcases the need for stronger economic incentives and greater international cooperation in carbon regulation.

Author Biographies

Rong Gao , FanYi University

PhD, Associate DeanXi’an FanYi University; https://orcid.org/0000-0002-7642-2053 (123, Taiyigong St., Xi’an, 710000, People’s Republic of China; e-mail: 1074075690@qq.com).

Aleksandr I. Semyachkov , Institute of Economics of the Ural Branch of RAS

Dr. Sci. (Geol.-Min.), Professor, Head of the Nature Management and Geoecology Center; Scopus Author ID: 6504491717; https://orcid.org/0000-0002-3352-2863  (29, Moskovskaya St. Ekaterinburg, 620014, Russian Federation; e-mail: a.semyachkov@mail.ru).

Yangfang Sang , Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences

Doctor of Science, Researcher, PhD Supervisor; https://orcid.org/0000-0001-6770-9311 (People’s Republic of China, 100101, Beijing, Datun Street, Chaoyang District, Building 11; e-mail: sangyf@igsnrr.ac.cn).

References

Brizhanin, V.V., Filippova, R.V., Kiseleva, S.P., & Ostakh, S.V. (2023). Prospects of Carbon Regulation in Russia and Raising Enterprise Responsibility and Involvement in Work Aimed at Cutting Green-House Gas Emissions. Vestnik Rossiiskogo ekonomicheskogo universiteta imeni G. V. Plekhanova [Vestnik of the Plekhanov Russian University of Economics], 20 (2), 130–142. https://doi.org/10.21686/2413–2829-2023-2-130-142 (In Russ.)

Bussaban, K., Kularbphettong, K., Raksuntorn, N., & Boonseng, C. (2024). Prediction of CO2 emissions using machine learning. Edelweiss Applied Science and Technology, 8 (4), 1–11. https://doi.org/10.55214/25768484.v8i4.1097

Chen, J., Liu, D., & Xu, A. (2024). Сhanyejiegou shengji hui jiangdi tan paifang qiangdu ma — jiyu lüse shuishou shijiao de kaocha [Will Industrial Structure Upgrading Reduce Carbon Emission Intensity: Investigation from the Perspective of Green Tax]. Zhōng guó huán jìng guan lu [Chinese Journal of Environmental Management], (04), 80–90. https://doi.org/10.16868/j.cnki.1674–6252.2024.04.080 (In Chinese)

Coase, R. H. (1960). The problem of social cost. Journal of Law and Economics, 3, 1–44. https://doi.org/10.1086/466560

Dawar, G., Nagariya, R., Bhatia, S., Dhingra, D., Agrawal, M., & Dhaundiyal, P. (2024). Can financial markets help attain carbon goals? Evidence from systematic literature review, bibliometric analysis and topic modelling. Sustainability Accounting, Management and Policy Journal. https://doi.org/10.1108/sampj-05-2023–0319

Deng, J. (2024). A review of global carbon emission management studies. Eco Cities, 5 (1), 2753. https://doi.org/10.54517/ec.v5i1.2753

Ding, C. (2024). Eluosi tuijin jingji xiandaihua de caizheng luoji yu lujing xuanze [Fiscal Logic and Path Choice for Russia’s Economic Modernization]. Shehui fazhan yanjiu [Social Development Research], (04), 10–14. https://mqikan.cqvip.com/article/ArticleDetail?id=7113606940 (Date of access: 25.01.2025). (In Chinese)

Ellerman, A. D., Convery, F. J., & de Perthuis, C. (2010). Pricing carbon: The European Union emissions trading scheme. Cambridge University Press. https://doi.org/10.1017/CBO9781139042765

Eremin, I. A., & Popova, E. A. (2023). Methodology of low-carbon economy transition of Russian fuel and energy complex companies. Vestnik Altaiskoi akademii ekonomiki i prava [Bulletin of the Altai Academy of Economics and Law], (1), 43–48. https://doi.org/10.17513/vaael.2666 (In Russ.)

Gong, Y., Zhang, Y., & Luo, T. (2025). Zhongguo changsanjiao chengshiqun tan paifang xiaolü yu jingji gaozhiliang fazhan ouhe xietiao yanjiu [Coupling Coordination between Carbon Emission Efficiency and High-quality Economic Development in the Yangtze River Delta Urban Agglomeration]. Changjiangliuyu ziyuan yu huanjing [Resources and Environment in the Yangtze Basin], (2), 295–308. http://kns.cnki.net/kcms/detail/42.1320.X.20241219.1545.004.html (In Chinese)

Kotova, E. V. (2024). Improving Legal Regulation in the Field of Reducing Greenhouse Gas Emissions in the Russian Federation. Teoreticheskaya i prikladnaya yurisprudentsiya [Theoretical and Applied Law], (3), 122–132. https://doi.org/10.22394/3034–2813-2024-3-122-132 (In Russ.)

Lebedeva, M. A. (2022). Decarbonization problems of the Russian economy. Problems of Territory’s Development, 26 (2), 57–72. https://doi.org/10.15838/ptd.2022.2.118.5

Leshchinskaya, A. A. (2023). Legal regulation of the carbon credit market in the Russian Federation. Pravovoi energeticheskii forum [Energy Law Forum], (4), 52–59. https://doi.org/10.61525/S231243500027219-8 (In Russ.)

Li, X., Liu, S., & Xue, D. (2024). Ke zaishengnengyuan fazhan dui tan paifang de yingxiang xiaoying yanjiu [The Impact of Renewable Energy Development on Carbon Emissions]. Ruankexue [Soft Science], 38 (12(300)), 86–92. http://doi.org/10.13956/j.ss.1001–8409.2024.12.11 (In Chinese)

Li, Z. (2024). Regression model-based CO2 emission prediction and feature importance analysis between developed and developing countries. Applied and Computational Engineering, 30, 230–237. https://doi.org/10.54254/2755–2721/30/20230106

Pettersson, F., Maddison, D., Acar, S., & Söderholm, P. (2014). Convergence of carbon dioxide emissions: a review of the literature. International Review of Environmental and Resource Economics, 7 (2), 141–178. https://doi.org/10.1561/101.00000059

Quan, S., & Yuan, J. (2019). Woguo jingji zengzhang yu tan paifang zhijian de bian xie zheng yu yuzhi xiaoying [The co-integration and threshold effects between economic growth and carbon emissions in China]. Gaige [Reform], (2), 37–44. (In Chinese)

Razumnova, L. L., & Migaleva, T. E. (2022). The Role of Reducing Global Methane Emissions in Achieving Carbon Neutrality: Russia’s Interests. Vestnik Rossiiskogo ekonomicheskogo universiteta imeni G. V. Plekhanova [Vestnik of the Plekhanov Russian University of Economics], 19 (2(122)), 21–35. https://doi.org/10.21686/2413–2829-2022-2-21-35 (In Russ.)

Reshetnikova, L., Ovechkin, D., Devyatkov, A., Chernova, G., & Boldyreva, N. (2023). Carbon Emissions and Stock Returns: The Case of Russia. Journal of Risk and Financial Management, 16 (8), 370. https://doi.org/10.3390/jrfm16080370

Udara Willhelm Abeydeera, L. H., Wadu Mesthrige, J., & Samarasinghalage, T. I. (2019). Global research on carbon emissions: A scientometric review. Sustainability, 11 (14), 3972. https://doi.org/10.3390/su11143972

Wang, H., & Fujita, T. (2023). A Review of Research on Embodied Carbon in International Trade. Sustainability, 15 (10), 7879. https://doi.org/10.3390/su15107879

Xu, B., Chen, Y., & Shen, X. (2019). Qingjie nengyuan fazhan eryanghuatan jianpai yu quyu jingji zengzhang [Clean Energy Development, Carbon Dioxide Emission Reduction and Regional Economic Growth]. Jingji yanjiu [Economic Research Journal], (7), 188–202. (In Chinese)

Yang, Y., & Deng, K. (2024). Chanyejiegou shengji dui tan paifang de yingxiang yanjiu — jiyu lüse quan yaosu shengchanlü shijiao [The Impact of Industrial Structure Upgrading on Carbon Emissions: Based on the Green Total Factor Productivity]. Haerbingongyedaxue xuebao (shehuikexue ban) [Journal of Harbin Institute of Technology (Social Sciences Edition)], 26 (05), 153–160. https://doi.org/10.16822/j.cnki.hitskb.2024.05.017 (In Chinese)

Yu, X., Fang, R., Wu, B., & Li, Y. (2024). Nengyuan channeng kongjian jiju de tan paifang xiaoying [Impact of spatial agglomeration of energy production capacity on carbon emissions]. Zhongguo renkou ziyuan yu huanjing [China Population, Resources and Environment], 34 (10), 45–56. (In Chinese)

Zhang, Y., & Zhang, S. (2020). Zhongguo yu meiguo tan paifang EKC fenxi ji yinsu fenjie [EKC analysis and factor decomposition of carbon emissions in China and the United States]. Tongji yu juece [Statistics & Decision], 36 (20(560)), 153–156. https://doi.org/10.13546/j.cnki.tjyjc.2020.20.033 (In Chinese)

Zhao, T., & Yao, T. (2024). Jingji fazhan shijiao xia chanyejiegou youhua dui zhongguo tan paifang de yingxiang [Impact of Industrial Structure Optimizationon China’s Carbon Emissions from the Perspective of Economic Development]. Кeji he chanye [Science Technology and Industry], 24 (12), 16–23. (In Chinese)

Zhao, X., Wang, W., Xie, P., & Cai, G. (2024). Ke chixu fazhan yu tan paifang tuogou moxing goujian yu yingyong [Construction and application of decoupling model between sustainable development and carbon emissions]. Ziyuan kexue [Resources Science], 46 (11), 2194–2209. https://doi.org/10.18402/resci.2024.11.08 (In Chinese)

Published

04.09.2025

How to Cite

Gao Ж. ., Semyachkov А. И. ., & Sang Я. . (2025). Carbon Emissions: Impact on Economic Structure, Energy Policy and Climate — Case Studies of China and Russia. Economy of Regions, 21(3), 859–874. https://doi.org/10.17059/ekon.reg.2025-3-20

Issue

Section

Natural Resource Economics and Ecology