Crossing the rivers by feeling the stones: The effect of China's green credit policy on manufacturing firms' carbon emission intensity

To combat environmental exacerbation and energy overuse, the Chinese government issued the Opinions on Implementing Environmental Protection Policies and Regulations to Prevent Credit Risks in 2007, which was the first time it employed a financial market instrument (i.e., the green credit policy) to...

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Published inEnergy economics Vol. 116; p. 106413
Main Authors Lee, Chien-Chiang, Chang, Yu-Fang, Wang, En-Ze
Format Journal Article
LanguageEnglish
Published Elsevier B.V 01.12.2022
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Online AccessGet full text
ISSN0140-9883
1873-6181
DOI10.1016/j.eneco.2022.106413

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Abstract To combat environmental exacerbation and energy overuse, the Chinese government issued the Opinions on Implementing Environmental Protection Policies and Regulations to Prevent Credit Risks in 2007, which was the first time it employed a financial market instrument (i.e., the green credit policy) to deal with the environmental problem. By regarding the 2007 green credit policy (GCP) as an exogenous shock, this paper applies the Difference-in-Difference (DID) estimation to examine the impact of the GCP on the carbon dioxide emission intensity of firms in heavily polluting industries and potential impact channels. First, we find that GCP has significantly reduced the carbon emission intensity of heavily polluting firms. Second, the policy can reduce the total energy intensity, especially the coal consumption intensity, thus lowering the carbon emission intensity. Third, the policy improves carbon emission performance through capital renewal instead of technological innovation. Finally, we conclude that the policy can exert a more profound negative effect on small-scale and non-state-owned heavily polluting firms, heavily polluting firms in capital-intensive and higher financial independence industries and heavily polluting firms in provinces with better financial development and marketization. •We examine the impact of the GCP on the CO2 emission intensity.•GCP has significantly reduced the CO2 emission intensity of heavily polluting firms.•GCP improves emission performance through capital renewal instead of technological innovation.•There are heterogeneities in the effects of GCP on CO2 emissions intensity.
AbstractList To combat environmental exacerbation and energy overuse, the Chinese government issued the Opinions on Implementing Environmental Protection Policies and Regulations to Prevent Credit Risks in 2007, which was the first time it employed a financial market instrument (i.e., the green credit policy) to deal with the environmental problem. By regarding the 2007 green credit policy (GCP) as an exogenous shock, this paper applies the Difference-in-Difference (DID) estimation to examine the impact of the GCP on the carbon dioxide emission intensity of firms in heavily polluting industries and potential impact channels. First, we find that GCP has significantly reduced the carbon emission intensity of heavily polluting firms. Second, the policy can reduce the total energy intensity, especially the coal consumption intensity, thus lowering the carbon emission intensity. Third, the policy improves carbon emission performance through capital renewal instead of technological innovation. Finally, we conclude that the policy can exert a more profound negative effect on small-scale and non-state-owned heavily polluting firms, heavily polluting firms in capital-intensive and higher financial independence industries and heavily polluting firms in provinces with better financial development and marketization. •We examine the impact of the GCP on the CO2 emission intensity.•GCP has significantly reduced the CO2 emission intensity of heavily polluting firms.•GCP improves emission performance through capital renewal instead of technological innovation.•There are heterogeneities in the effects of GCP on CO2 emissions intensity.
ArticleNumber 106413
Author Lee, Chien-Chiang
Chang, Yu-Fang
Wang, En-Ze
Author_xml – sequence: 1
  givenname: Chien-Chiang
  surname: Lee
  fullname: Lee, Chien-Chiang
  email: cclee6101@gmail.com
  organization: School of Economics and Management, Nanchang University, Nanchang, China
– sequence: 2
  givenname: Yu-Fang
  surname: Chang
  fullname: Chang, Yu-Fang
  organization: Department of Marketing Management, Takming University of Science & Technology, Taiwan
– sequence: 3
  givenname: En-Ze
  surname: Wang
  fullname: Wang, En-Ze
  organization: Economics and Management School, Wuhan University, Wuhan, China
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CO2 emission intensity
Capital renewal
Green credit policy
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SubjectTerms Capital renewal
CO2 emission intensity
Green credit policy
Technological innovation
Title Crossing the rivers by feeling the stones: The effect of China's green credit policy on manufacturing firms' carbon emission intensity
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