Urbanization and CO2 emissions in Belt and Road Initiative economies: analyzing the mitigating effect of human capital in Asian countries
Balanced and sustainable development is one of the Belt and Road Initiative (BRI) objectives. Therefore, considering the role of urbanization and human capital as critical elements for sustainable development, we analyzed the moderating effect of human capital on the relationship between urbanizatio...
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creator | Gnangoin, Thierry Yobouet Kassi, Diby Francois Kongrong, OuYang |
description | Balanced and sustainable development is one of the Belt and Road Initiative (BRI) objectives. Therefore, considering the role of urbanization and human capital as critical elements for sustainable development, we analyzed the moderating effect of human capital on the relationship between urbanization and CO
2
emissions in Asian member countries of the Belt and Road Initiative. In doing so, we used the STIRPAT framework and the environmental Kuznets curve (EKC) hypothesis. We also employed the pooled OLS estimator with the Driscoll-Kraay’s robust standard errors, the feasible generalized least squares (FGLS), and the two-stage least square (2SLS) estimators in the case of 30 BRI countries for the period 1980–2019. The relationship between urbanization, human capital, and carbon dioxide emissions were examined first by showing a positive correlation between urbanization and carbon dioxide emissions. Secondly, we showed that human capital mitigated the positive effect of urbanization on CO
2
emissions. Next, we demonstrated that human capital had an inverted U-shaped effect on CO
2
emissions. Specifically, a 1% increase in urbanization rose CO
2
emissions by 0.756%, 0.943%, and 0.592% following the Driscoll-Kraay’s OLS, the FGLS, and the 2SLS estimators, respectively. A 1% increase in the combination of human capital and urbanization reduced CO
2
by 0.751%, 0.834%, and 0.682%, respectively. Finally, a 1% increase in the square of human capital decreased CO
2
emissions by 1.061%, 1.045%, and 0.878%, respectively. Accordingly, we provide policy implications on the conditional influence of human capital in the urbanization-CO
2
emission nexus for sustainable development in these countries. |
doi_str_mv | 10.1007/s11356-023-25848-2 |
format | Article |
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2
emissions in Asian member countries of the Belt and Road Initiative. In doing so, we used the STIRPAT framework and the environmental Kuznets curve (EKC) hypothesis. We also employed the pooled OLS estimator with the Driscoll-Kraay’s robust standard errors, the feasible generalized least squares (FGLS), and the two-stage least square (2SLS) estimators in the case of 30 BRI countries for the period 1980–2019. The relationship between urbanization, human capital, and carbon dioxide emissions were examined first by showing a positive correlation between urbanization and carbon dioxide emissions. Secondly, we showed that human capital mitigated the positive effect of urbanization on CO
2
emissions. Next, we demonstrated that human capital had an inverted U-shaped effect on CO
2
emissions. Specifically, a 1% increase in urbanization rose CO
2
emissions by 0.756%, 0.943%, and 0.592% following the Driscoll-Kraay’s OLS, the FGLS, and the 2SLS estimators, respectively. A 1% increase in the combination of human capital and urbanization reduced CO
2
by 0.751%, 0.834%, and 0.682%, respectively. Finally, a 1% increase in the square of human capital decreased CO
2
emissions by 1.061%, 1.045%, and 0.878%, respectively. Accordingly, we provide policy implications on the conditional influence of human capital in the urbanization-CO
2
emission nexus for sustainable development in these countries.</description><identifier>ISSN: 1614-7499</identifier><identifier>ISSN: 0944-1344</identifier><identifier>EISSN: 1614-7499</identifier><identifier>DOI: 10.1007/s11356-023-25848-2</identifier><language>eng</language><publisher>Berlin/Heidelberg: Springer Berlin Heidelberg</publisher><subject>Aquatic Pollution ; Atmospheric Protection/Air Quality Control/Air Pollution ; Carbon dioxide ; Carbon dioxide emissions ; Earth and Environmental Science ; Ecotoxicology ; Emissions ; Environment ; Environmental Chemistry ; Environmental Health ; Environmental Kuznets curve ; Environmental science ; Estimators ; Human capital ; Least squares ; Research Article ; Roads ; Sustainability ; Sustainable development ; Urbanization ; Waste Water Technology ; Water Management ; Water Pollution Control</subject><ispartof>Environmental science and pollution research international, 2023-04, Vol.30 (17), p.50376-50391</ispartof><rights>The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature 2023. Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c396t-a6681c3fea7a91c5b8cfadfddd42b5e41cd44d64cda9cd41b6c2d3c10d57be523</citedby><cites>FETCH-LOGICAL-c396t-a6681c3fea7a91c5b8cfadfddd42b5e41cd44d64cda9cd41b6c2d3c10d57be523</cites><orcidid>0000-0001-8132-635X</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s11356-023-25848-2$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s11356-023-25848-2$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,780,784,27924,27925,41488,42557,51319</link.rule.ids></links><search><creatorcontrib>Gnangoin, Thierry Yobouet</creatorcontrib><creatorcontrib>Kassi, Diby Francois</creatorcontrib><creatorcontrib>Kongrong, OuYang</creatorcontrib><title>Urbanization and CO2 emissions in Belt and Road Initiative economies: analyzing the mitigating effect of human capital in Asian countries</title><title>Environmental science and pollution research international</title><addtitle>Environ Sci Pollut Res</addtitle><description>Balanced and sustainable development is one of the Belt and Road Initiative (BRI) objectives. Therefore, considering the role of urbanization and human capital as critical elements for sustainable development, we analyzed the moderating effect of human capital on the relationship between urbanization and CO
2
emissions in Asian member countries of the Belt and Road Initiative. In doing so, we used the STIRPAT framework and the environmental Kuznets curve (EKC) hypothesis. We also employed the pooled OLS estimator with the Driscoll-Kraay’s robust standard errors, the feasible generalized least squares (FGLS), and the two-stage least square (2SLS) estimators in the case of 30 BRI countries for the period 1980–2019. The relationship between urbanization, human capital, and carbon dioxide emissions were examined first by showing a positive correlation between urbanization and carbon dioxide emissions. Secondly, we showed that human capital mitigated the positive effect of urbanization on CO
2
emissions. Next, we demonstrated that human capital had an inverted U-shaped effect on CO
2
emissions. Specifically, a 1% increase in urbanization rose CO
2
emissions by 0.756%, 0.943%, and 0.592% following the Driscoll-Kraay’s OLS, the FGLS, and the 2SLS estimators, respectively. A 1% increase in the combination of human capital and urbanization reduced CO
2
by 0.751%, 0.834%, and 0.682%, respectively. Finally, a 1% increase in the square of human capital decreased CO
2
emissions by 1.061%, 1.045%, and 0.878%, respectively. Accordingly, we provide policy implications on the conditional influence of human capital in the urbanization-CO
2
emission nexus for sustainable development in these countries.</description><subject>Aquatic Pollution</subject><subject>Atmospheric Protection/Air Quality Control/Air Pollution</subject><subject>Carbon dioxide</subject><subject>Carbon dioxide emissions</subject><subject>Earth and Environmental Science</subject><subject>Ecotoxicology</subject><subject>Emissions</subject><subject>Environment</subject><subject>Environmental Chemistry</subject><subject>Environmental Health</subject><subject>Environmental Kuznets curve</subject><subject>Environmental science</subject><subject>Estimators</subject><subject>Human capital</subject><subject>Least squares</subject><subject>Research Article</subject><subject>Roads</subject><subject>Sustainability</subject><subject>Sustainable development</subject><subject>Urbanization</subject><subject>Waste Water Technology</subject><subject>Water Management</subject><subject>Water Pollution 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Francois</au><au>Kongrong, OuYang</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Urbanization and CO2 emissions in Belt and Road Initiative economies: analyzing the mitigating effect of human capital in Asian countries</atitle><jtitle>Environmental science and pollution research international</jtitle><stitle>Environ Sci Pollut Res</stitle><date>2023-04-01</date><risdate>2023</risdate><volume>30</volume><issue>17</issue><spage>50376</spage><epage>50391</epage><pages>50376-50391</pages><issn>1614-7499</issn><issn>0944-1344</issn><eissn>1614-7499</eissn><abstract>Balanced and sustainable development is one of the Belt and Road Initiative (BRI) objectives. Therefore, considering the role of urbanization and human capital as critical elements for sustainable development, we analyzed the moderating effect of human capital on the relationship between urbanization and CO
2
emissions in Asian member countries of the Belt and Road Initiative. In doing so, we used the STIRPAT framework and the environmental Kuznets curve (EKC) hypothesis. We also employed the pooled OLS estimator with the Driscoll-Kraay’s robust standard errors, the feasible generalized least squares (FGLS), and the two-stage least square (2SLS) estimators in the case of 30 BRI countries for the period 1980–2019. The relationship between urbanization, human capital, and carbon dioxide emissions were examined first by showing a positive correlation between urbanization and carbon dioxide emissions. Secondly, we showed that human capital mitigated the positive effect of urbanization on CO
2
emissions. Next, we demonstrated that human capital had an inverted U-shaped effect on CO
2
emissions. Specifically, a 1% increase in urbanization rose CO
2
emissions by 0.756%, 0.943%, and 0.592% following the Driscoll-Kraay’s OLS, the FGLS, and the 2SLS estimators, respectively. A 1% increase in the combination of human capital and urbanization reduced CO
2
by 0.751%, 0.834%, and 0.682%, respectively. Finally, a 1% increase in the square of human capital decreased CO
2
emissions by 1.061%, 1.045%, and 0.878%, respectively. Accordingly, we provide policy implications on the conditional influence of human capital in the urbanization-CO
2
emission nexus for sustainable development in these countries.</abstract><cop>Berlin/Heidelberg</cop><pub>Springer Berlin Heidelberg</pub><doi>10.1007/s11356-023-25848-2</doi><tpages>16</tpages><orcidid>https://orcid.org/0000-0001-8132-635X</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Aquatic Pollution Atmospheric Protection/Air Quality Control/Air Pollution Carbon dioxide Carbon dioxide emissions Earth and Environmental Science Ecotoxicology Emissions Environment Environmental Chemistry Environmental Health Environmental Kuznets curve Environmental science Estimators Human capital Least squares Research Article Roads Sustainability Sustainable development Urbanization Waste Water Technology Water Management Water Pollution Control |
title | Urbanization and CO2 emissions in Belt and Road Initiative economies: analyzing the mitigating effect of human capital in Asian countries |
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