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Linkage Analysis between Finance and Environmental Protection Sectors in China: An Approach to Evaluating Green Finance

Author

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  • Libo Li

    (School of Economics and Management, Beijing Jiaotong University, Beijing 100044, China)

  • Wenbing Wu

    (School of Economics and Management, Beijing Jiaotong University, Beijing 100044, China)

  • Mingyu Zhang

    (School of Economics and Management, Beijing Jiaotong University, Beijing 100044, China)

  • Lu Lin

    (School of Economics and Management, China University of Petroleum Beijing, Beijing 102249, China)

Abstract

Given the growing awareness of sustainable development, the environmental protection industry has attracted much attention. Green finance has developed rapidly in policymaking and practices. This study provides a framework for evaluating green finance via linkage analysis based on input–output theory. Measurements on industrial linkages are calculated in China in two provinces from 2002 to 2018, which study the relationship between finance and environmental protection sectors. The results show that the environmental protection sector (EPS) in China has gradually developed from a sector with weak backward and strong forward linkages to a sector with strong backward and weak forward linkages from 2002 to 2015; however, in 2017 and 2018, the EPS returned to a sector with weak backward and strong forward linkages. At the provincial level, the EPS used to be a key sector with strong backward and forward linkages. The connection between the finance sector and the EPS rose first, then declined in the country and the Zhejiang province; Guangdong had a similar evolution in the former period, but it had a rising trend in the latest year. The findings provide insights for further promoting the support from the finance sector to the environmental protection activities.

Suggested Citation

  • Libo Li & Wenbing Wu & Mingyu Zhang & Lu Lin, 2021. "Linkage Analysis between Finance and Environmental Protection Sectors in China: An Approach to Evaluating Green Finance," IJERPH, MDPI, vol. 18(5), pages 1-16, March.
  • Handle: RePEc:gam:jijerp:v:18:y:2021:i:5:p:2634-:d:511508
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    1. He, He & Reynolds, Christian John & Li, Linyang & Boland, John, 2019. "Assessing net energy consumption of Australian economy from 2004–05 to 2014–15: Environmentally-extended input-output analysis, structural decomposition analysis, and linkage analysis," Applied Energy, Elsevier, vol. 240(C), pages 766-777.
    2. Chan, Steven & Han, Gaofeng & Zhang, Wenlang, 2016. "How strong are the linkages between real estate and other sectors in China?," Research in International Business and Finance, Elsevier, vol. 36(C), pages 52-72.
    3. Lenzen, Manfred, 2003. "Environmentally important paths, linkages and key sectors in the Australian economy," Structural Change and Economic Dynamics, Elsevier, vol. 14(1), pages 1-34, March.
    4. Mario Forni & Sergio Paba, 2002. "Spillovers and the growth of local industries," Journal of Industrial Economics, Wiley Blackwell, vol. 50(2), pages 151-171, June.
    5. D’Orazio, Paola & Popoyan, Lilit, 2019. "Fostering green investments and tackling climate-related financial risks: Which role for macroprudential policies?," Ecological Economics, Elsevier, vol. 160(C), pages 25-37.
    6. Qingling Shi & Xiangzheng Deng & Chenchen Shi & Shiyi Chen, 2015. "Exploration of the Intersectoral Relations Based on Input-Output Tables in the Inland River Basin of China," Sustainability, MDPI, vol. 7(4), pages 1-18, April.
    7. Bert Scholtens, 2006. "Finance as a Driver of Corporate Social Responsibility," Journal of Business Ethics, Springer, vol. 68(1), pages 19-33, September.
    8. Peter Midmore & Max Munday & Annette Roberts, 2006. "Assessing industry linkages using regional input-output tables," Regional Studies, Taylor & Francis Journals, vol. 40(3), pages 329-343.
    9. Ruixue Zhu & Xiancun Hu & Chunlu Liu, 2020. "Structural analysis of inter-industrial linkages: an application to the Australian construction industry," Construction Management and Economics, Taylor & Francis Journals, vol. 38(10), pages 934-946, October.
    10. Zhang, Dayong & Zhang, Zhiwei & Managi, Shunsuke, 2019. "A bibliometric analysis on green finance: Current status, development, and future directions," Finance Research Letters, Elsevier, vol. 29(C), pages 425-430.
    11. Han, Sang-Yong & Yoo, Seung-Hoon & Kwak, Seung-Jun, 2004. "The role of the four electric power sectors in the Korean national economy: an input-output analysis," Energy Policy, Elsevier, vol. 32(13), pages 1531-1543, September.
    12. Silvana Secinaro & Valerio Brescia & Davide Calandra & Buerhan Saiti, 2020. "Impact of climate change mitigation policies on corporate financial performance: Evidence‐based on European publicly listed firms," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 27(6), pages 2491-2501, November.
    13. Taghizadeh-Hesary, Farhad & Yoshino, Naoyuki, 2019. "The way to induce private participation in green finance and investment," Finance Research Letters, Elsevier, vol. 31(C), pages 98-103.
    14. Cong Li & Xihua Liu & Xue Bai & Muhammad Umar, 2020. "Financial Development and Environmental Regulations: The Two Pillars of Green Transformation in China," IJERPH, MDPI, vol. 17(24), pages 1-17, December.
    15. repec:bla:jindec:v:50:y:2002:i:2:p:151-71 is not listed on IDEAS
    16. Junning Cai & Pingsun Leung, 2004. "Linkage Measures: a Revisit and a Suggested Alternative," Economic Systems Research, Taylor & Francis Journals, vol. 16(1), pages 63-83.
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