An Application of Quantile Regression on the Relationship between Economic Growth and the Quality of Environment in Selected African Countries

Q4 Economics, Econometrics and Finance
A. Jakada, Suraya Mahmood
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引用次数: 0

Abstract

This study examined the determinants factors of environmental quality by employing a panel quantile regression to incorporate the effects of economic growth on the quality of environment and ascertain the validity of EKC hypothesis within the research background of seven leading African economies over the period 1970 to 2019. The advantage of this method is considering the distributional heterogeneity to provide a detailed description of linkage between the CO2 emissions and driving factors at different emissions levels. The results show that the effects of determinants on CO2 emissions are heterogeneous. Besides, the quantile regression estimate describes the economic growth influence on CO2 emissions to be positive and higher at the 50th quantile than in other classes of quantiles. The square of economic growth tend to have insignificant effect on the 10th and 25th quantile but effect is negative and significant on the 50th , 75th and 90th quantile. This justify the presence of EKC hypothesis on the 50th, 75th and 90th quantile. The empirical results of the study reveal that the EKC hypothesis is supported in these leading African economies. Consequently, policymakers should centre on the heterogeneous effects of driving forces on CO2 emissions in different quantiles during the process of carbon emission reductions.
分位数回归在部分非洲国家经济增长与环境质量关系中的应用
本研究通过采用面板分位数回归来检验环境质量的决定因素,将经济增长对环境质量的影响纳入其中,并在1970年至2019年期间七个非洲主要经济体的研究背景下确定EKC假说的有效性。这种方法的优点是考虑了分布的异质性,以提供不同排放水平下二氧化碳排放量和驱动因素之间联系的详细描述。结果表明,决定因素对二氧化碳排放的影响是不均匀的。此外,分位数回归估计将经济增长对二氧化碳排放的影响描述为正,并且在第50分位数比其他类别的分位数更高。经济增长的平方往往对第10个和第25个分位数影响不大,但对第50个、第75个和第90个分位数的影响是负的和显著的。这证明了EKC假说在第50、75和90分位数的存在。该研究的实证结果表明,EKC假说在这些领先的非洲经济体中得到了支持。因此,政策制定者应关注碳减排过程中不同分位数的驱动力对二氧化碳排放的异质性影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Iranian Economic Review
Iranian Economic Review Economics, Econometrics and Finance-Economics, Econometrics and Finance (all)
CiteScore
0.70
自引率
0.00%
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0
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