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Dynamic Threshold Effect of Directed Technical Change Suppress on Urban Carbon Footprint in China
Promoting technical change is an important driving force for promoting the sustainable development of urban economy and ecology; however, the technical change is not always neutral and technical change may has a certain direction. This paper uses the DEA-Malmquist index to measure the directed techn...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9105821/ https://www.ncbi.nlm.nih.gov/pubmed/35564546 http://dx.doi.org/10.3390/ijerph19095151 |
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author | Lyu, Xiaojun Ke, Haiqian |
author_facet | Lyu, Xiaojun Ke, Haiqian |
author_sort | Lyu, Xiaojun |
collection | PubMed |
description | Promoting technical change is an important driving force for promoting the sustainable development of urban economy and ecology; however, the technical change is not always neutral and technical change may has a certain direction. This paper uses the DEA-Malmquist index to measure the directed technical change of 280 cities in China from 2009 to 2019, and uses the DMSP/OLS night light data to characterize the urban economic development level. It uses the dynamic threshold regression model to analyze the impact of directed technical change on urban carbon footprint under different economic development levels. The results show that: (1) during the study period, the carbon footprint of Chinese cities has a positive spatial correlation, and the direction of technical change is towards capital-saving overall. (2) The impact of capital-saving technical change on urban carbon footprint presents a negative double-threshold characteristic in China, and the inhibition of capital-saving technical change on the urban carbon footprint becomes stronger with the increasing economic development level. (3) The inhibitory effect of capital-saving technical change on carbon footprint has regional heterogeneity, and the inhibitory effect of capital-saving technical change on carbon footprint is stronger in eastern China than other regions. (4) Industrial structure, energy structure and innovation efficiency are mediating variables of the inhibitory effect of capital-saving technical change on carbon footprint except for population density. |
format | Online Article Text |
id | pubmed-9105821 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-91058212022-05-14 Dynamic Threshold Effect of Directed Technical Change Suppress on Urban Carbon Footprint in China Lyu, Xiaojun Ke, Haiqian Int J Environ Res Public Health Article Promoting technical change is an important driving force for promoting the sustainable development of urban economy and ecology; however, the technical change is not always neutral and technical change may has a certain direction. This paper uses the DEA-Malmquist index to measure the directed technical change of 280 cities in China from 2009 to 2019, and uses the DMSP/OLS night light data to characterize the urban economic development level. It uses the dynamic threshold regression model to analyze the impact of directed technical change on urban carbon footprint under different economic development levels. The results show that: (1) during the study period, the carbon footprint of Chinese cities has a positive spatial correlation, and the direction of technical change is towards capital-saving overall. (2) The impact of capital-saving technical change on urban carbon footprint presents a negative double-threshold characteristic in China, and the inhibition of capital-saving technical change on the urban carbon footprint becomes stronger with the increasing economic development level. (3) The inhibitory effect of capital-saving technical change on carbon footprint has regional heterogeneity, and the inhibitory effect of capital-saving technical change on carbon footprint is stronger in eastern China than other regions. (4) Industrial structure, energy structure and innovation efficiency are mediating variables of the inhibitory effect of capital-saving technical change on carbon footprint except for population density. MDPI 2022-04-23 /pmc/articles/PMC9105821/ /pubmed/35564546 http://dx.doi.org/10.3390/ijerph19095151 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Lyu, Xiaojun Ke, Haiqian Dynamic Threshold Effect of Directed Technical Change Suppress on Urban Carbon Footprint in China |
title | Dynamic Threshold Effect of Directed Technical Change Suppress on Urban Carbon Footprint in China |
title_full | Dynamic Threshold Effect of Directed Technical Change Suppress on Urban Carbon Footprint in China |
title_fullStr | Dynamic Threshold Effect of Directed Technical Change Suppress on Urban Carbon Footprint in China |
title_full_unstemmed | Dynamic Threshold Effect of Directed Technical Change Suppress on Urban Carbon Footprint in China |
title_short | Dynamic Threshold Effect of Directed Technical Change Suppress on Urban Carbon Footprint in China |
title_sort | dynamic threshold effect of directed technical change suppress on urban carbon footprint in china |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9105821/ https://www.ncbi.nlm.nih.gov/pubmed/35564546 http://dx.doi.org/10.3390/ijerph19095151 |
work_keys_str_mv | AT lyuxiaojun dynamicthresholdeffectofdirectedtechnicalchangesuppressonurbancarbonfootprintinchina AT kehaiqian dynamicthresholdeffectofdirectedtechnicalchangesuppressonurbancarbonfootprintinchina |