Modeling the impact of production factors on carbon dioxide emissions by sectors of economic activity

DOI: 10.33917/mic-4.111.2023.29-41

The solution of climate problems, accompanied by the development and implementation of carbon regulation mechanisms in international markets, determines the need to reduce the carbon intensity of the Russian economy in order to maintain its competitiveness. The article analyzes the influence of production factors on total CO2 emissions in Russia on the basis of official statistics. During the study, it was hypothesized that the improvement of production factors will contribute to the reduction of CO2 emissions. To test it, a simulation based on panel data was carried out. Special attention was paid to the problem of CO2 emissions by sectors of economic activity.


1. Head of the Ministry of Economic Development Reshetnikov: Russia will continue its course towards decarbonization. Russian newspaper. URL:

2. Why there is no more hope for oil and gas and what should Russia do. – interview with I. Bashmakov. URL:

3. Experts assessed Russia’s spending on combating carbon emissions under sanctions. URL:

4. The head of the Russian Union of Industrialists and Entrepreneurs called for a reconsideration of the «Western» approach to climate problems. URL:

5. Bai J., Jakeman A. J., McAleer M. Estimation and discrimination of alternative air pollution models. Ecological Modeling. 1992;64:89–124.

6. Grossman G., Krueger A. Economic growth and the environment. The Quarterly Journal of Economics. 1995;110:353–377.

7. Selden T. M., Song D. Environmental quality and development: is there a Kuznets curve for air pollution emissions? Journal of Environmental Economics and management. 1994;27(2):147–162.

8. Lean H. H., Smyth R. Multivariate Granger causality between electricity generation, exports, prices and GDP in Malaysia. Energy. 2010;35(9):3640–3648.

9. Saboori B., Sulaiman J., Mohd S. Economic growth and CO2 emissions in Malaysia: a cointegration analysis of the environmental Kuznets curve. Energy policy. 2012;51:184–191.

10. Bimonte S., Stabile A. Land consumption and income in Italy: a case of inverted EKC. Ecol Econ. 2007;131:36–43.

11. Ulucak R., Bilgili F. A reinvestigation of EKC model by ecological footprint measurement for high, middle- and low-income countries. Journal of Cleaner Production. 2018;188:144-157.

12. Shafik N. Economic development and environmental quality: an econometric analysis. Ox- ford economic papers. 1994;46(4):757–774.

13. Azomahou Theophile, Laisney Francois, Nguyen Van Phu. Economic development and CO2 emissions: A nonparametric panel approach. Journal of Public Economics. 2006;90 (6-7):1347-1363.

14. Golley J., Meng, X. Income inequality and carbon dioxide emissions: the case of Chinese urban households. Energy Economics. 2012;34 (6):1864-1872.

15. Govindaraju V.C., Tang C.F. The dynamic links between CO2 emissions, economic growth and coal consumption in China and India. Applied Energy. 2013;104:310-318.

16. Omri A., et al. Financial development, environmental quality, trade and economic growth: What causes what in MENA countries. Energy Economics. 2015;48:242–252.

17. Al-Mulali U., Ozturk I., Lean H.H. The influence of economic growth, urbanization, trade openness, financial development, and renewable energy on pollution in Europe. Natural Hazards. 2015;79(1): 621–644.

18. Raskin P.D. Methods for estimating the population contribution to environmental change. Ecological Economics. 1995;15 (3):225-233.

19. York R., Rosa E., Dietz T. Bridging environmental science with environmental policy: plasticity of population, affluence, and technology. Social Science Quarterly. 2002;83 (1):18-34.

20. Sharma S. Determinants of carbon dioxide emissions: Empirical evidence from 69 countries. Applied Energy. 2011;88 (1):376–382.

21. Xu B., Lin B. A quantile regression analysis of China’s provincial CO2 emissions: Where does the difference lie? Energy Policy. 2016;98:328–342.

22. Official website of the Federal State Statistics Service. URL:

23. Maksimova A.A., Nikolaeva N.V., Saliy S.A., Semina I.S. Evaluation of the impact of economic and institutional factors on CO2 emissions. Scientific research of the Faculty of Economics. Electronic journal. 2020;12((1 (35)):51-69. (In Russ.).

24. Soroka B.S. Fuel use and environmental pollution (part 2. Regional aspects of atmospheric pollution). Energy. News of higher educational institutions and energy associations of the CIS. 2007;3:39-50. (In Russ.).

25. Shkiperova G.T. Analysis and modeling of the relationship between economic growth and environmental quality (on the example of the Republic of Karelia). Economic analysis: theory and practice. 2014;43 (394):41-49. (In Russ.).

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