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Using Quantile Regression to Analyze the Relationship between Socioeconomic Indicators and Carbon Dioxide Emissions in G20 Countries

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  • Abdulaziz A. Alotaibi

    (Public Administration Department, College of Business Administration, King Saud University, Riyadh 11543, Saudi Arabia)

  • Naif Alajlan

    (Computer Engineering Department, College of Computer and Information Sciences, King Saud University, Riyadh 11543, Saudi Arabia)

Abstract

Numerous studies addressed the impacts of social development and economic growth on the environment. This paper presents a study about the inclusive impact of social and economic factors on the environment by analyzing the association between carbon dioxide (CO 2 ) emissions and two socioeconomic indicators, namely, Human Development Index (HDI) and Legatum Prosperity Index (LPI), under the Environmental Kuznets Curve (EKC) framework. To this end, we developed a two-stage methodology. At first, a multivariate model was constructed that accurately explains CO 2 emissions by selecting the appropriate set of control variables based on model quality statistics. The control variables include GDP per capita, urbanization, fossil fuel consumption, and trade openness. Then, quantile regression was used to empirically analyze the inclusive relationship between CO 2 emissions and the socioeconomic indicators, which revealed many interesting results. First, decreasing CO 2 emissions was coupled with inclusive socioeconomic development. Both LPI and HDI had a negative marginal relationship with CO 2 emissions at quantiles from 0.2 to 1. Second, the EKC hypothesis was valid for G20 countries during the study period with an inflection point around quantile 0.15. Third, the fossil fuel consumption had a significant positive relation with CO 2 emissions, whereas urbanization and trade openness had a negative relation during the study period. Finally, this study empirically indicates that effective policies and policy coordination on broad social, living, and economic dimensions can lead to reductions in CO 2 emissions while preserving inclusive growth.

Suggested Citation

  • Abdulaziz A. Alotaibi & Naif Alajlan, 2021. "Using Quantile Regression to Analyze the Relationship between Socioeconomic Indicators and Carbon Dioxide Emissions in G20 Countries," Sustainability, MDPI, vol. 13(13), pages 1-12, June.
    • Handle: RePEc:gam:jsusta:v:13:y:2021:i:13:p:7011-:d:579878
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    1. anonymous, 1995. "Does the bouncing ball lead to economic growth?," Regional Update, Federal Reserve Bank of Atlanta, issue Jul, pages 1-2,4-6.
    2. Jeyhun I. Mikayilov & Marzio Galeotti & Fakhri J. Hasanov, 2018. "The Impact of Economic Growth on CO2 Emissions in Azerbaijan," IEFE Working Papers 102, IEFE, Center for Research on Energy and Environmental Economics and Policy, Universita' Bocconi, Milano, Italy.
    3. Guangyu Luo & Jia-Hsi Weng & Qianxue Zhang & Yu Hao, 2017. "A reexamination of the existence of environmental Kuznets curve for CO2 emissions: evidence from G20 countries," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 85(2), pages 1023-1042, January.
    4. Shlomo Angel & Patrick Lamson-Hall & Alejandro Blei & Sharad Shingade & Suman Kumar, 2021. "Densify and Expand: A Global Analysis of Recent Urban Growth," Sustainability, MDPI, vol. 13(7), pages 1-28, March.
    5. Javier Arnaut & Johanna Lidman, 2021. "Environmental Sustainability and Economic Growth in Greenland: Testing the Environmental Kuznets Curve," Sustainability, MDPI, vol. 13(3), pages 1-13, January.
    6. anonymous, 1995. "Alan Blinder surveys the growth of the U.S. economy," Economics Update, Federal Reserve Bank of Atlanta, issue Jan, pages 1-6.
    7. Wolde-Rufael, Yemane & Idowu, Samuel, 2017. "Income distribution and CO2 emission: A comparative analysis for China and India," Renewable and Sustainable Energy Reviews, Elsevier, vol. 74(C), pages 1336-1345.
    8. Grossman, G.M & Krueger, A.B., 1991. "Environmental Impacts of a North American Free Trade Agreement," Papers 158, Princeton, Woodrow Wilson School - Public and International Affairs.
    9. Gene M. Grossman & Alan B. Krueger, 1995. "Economic Growth and the Environment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 353-377.
    10. Buchinsky, Moshe, 1995. "Estimating the asymptotic covariance matrix for quantile regression models a Monte Carlo study," Journal of Econometrics, Elsevier, vol. 68(2), pages 303-338, August.
    11. Kaika, Dimitra & Zervas, Efthimios, 2013. "The Environmental Kuznets Curve (EKC) theory—Part A: Concept, causes and the CO2 emissions case," Energy Policy, Elsevier, vol. 62(C), pages 1392-1402.
    12. Abebe Hailemariam & Ratbek Dzhumashev & Muhammad Shahbaz, 2020. "Carbon emissions, income inequality and economic development," Empirical Economics, Springer, vol. 59(3), pages 1139-1159, September.
    13. Narayan, Paresh Kumar & Narayan, Seema, 2010. "Carbon dioxide emissions and economic growth: Panel data evidence from developing countries," Energy Policy, Elsevier, vol. 38(1), pages 661-666, January.
    14. Lerato Shikwambana & Paidamwoyo Mhangara & Mahlatse Kganyago, 2021. "Assessing the Relationship between Economic Growth and Emissions Levels in South Africa between 1994 and 2019," Sustainability, MDPI, vol. 13(5), pages 1-15, March.
    15. Haroldo V. Ribeiro & Diego Rybski & Jürgen P. Kropp, 2019. "Effects of changing population or density on urban carbon dioxide emissions," Nature Communications, Nature, vol. 10(1), pages 1-9, December.
    16. Kaika, Dimitra & Zervas, Efthimios, 2013. "The environmental Kuznets curve (EKC) theory. Part B: Critical issues," Energy Policy, Elsevier, vol. 62(C), pages 1403-1411.
    17. Pata, Ugur Korkut, 2018. "The influence of coal and noncarbohydrate energy consumption on CO2 emissions: Revisiting the environmental Kuznets curve hypothesis for Turkey," Energy, Elsevier, vol. 160(C), pages 1115-1123.
    18. Churchill, Sefa Awaworyi & Inekwe, John & Ivanovski, Kris & Smyth, Russell, 2018. "The Environmental Kuznets Curve in the OECD: 1870–2014," Energy Economics, Elsevier, vol. 75(C), pages 389-399.
    19. Panayotou T., 1993. "Empirical tests and policy analysis of environmental degradation at different stages of economic development," ILO Working Papers 992927783402676, International Labour Organization.
    20. Rahman, Mohammad Mafizur & Alam, Khosrul, 2021. "Clean energy, population density, urbanization and environmental pollution nexus: Evidence from Bangladesh," Renewable Energy, Elsevier, vol. 172(C), pages 1063-1072.
    21. Fuzhong Chen & Guohai Jiang & Getachew Magnar Kitila, 2021. "Trade Openness and CO 2 Emissions: The Heterogeneous and Mediating Effects for the Belt and Road Countries," Sustainability, MDPI, vol. 13(4), pages 1-16, February.
    22. Narayan, Paresh Kumar & Saboori, Behnaz & Soleymani, Abdorreza, 2016. "Economic growth and carbon emissions," Economic Modelling, Elsevier, vol. 53(C), pages 388-397.
    23. Nutnaree Maneejuk & Sutthipat Ratchakom & Paravee Maneejuk & Woraphon Yamaka, 2020. "Does the Environmental Kuznets Curve Exist? An International Study," Sustainability, MDPI, vol. 12(21), pages 1-22, November.
    24. Atsu, Francis & Adams, Samuel, 2021. "Energy consumption, finance, and climate change: Does policy uncertainty matter?," Economic Analysis and Policy, Elsevier, vol. 70(C), pages 490-501.
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    Cited by:

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    2. Qianxiao Zhang & Syed Asif Ali Naqvi & Syed Ale Raza Shah, 2021. "The Contribution of Outward Foreign Direct Investment, Human Well-Being, and Technology toward a Sustainable Environment," Sustainability, MDPI, vol. 13(20), pages 1-29, October.
    3. Li, Zhiyuan & Patel, Nikunj & Liu, Jiayang & Kautish, Pradeep, 2023. "Natural resources-environmental sustainability-socio-economic drivers nexus: Insights from panel quantile regression analysis," Resources Policy, Elsevier, vol. 86(PB).
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    More about this item

    Keywords

    CO 2 emissions; socioeconomic indicators; G20 countries; EKC hypothesis; inclusive development; climate change;
    All these keywords.

    JEL classification:

    • G20 - Financial Economics - - Financial Institutions and Services - - - General

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