A multi-layer network perspective on green finance and clean energy industry synergistic development and mutual reinforcement: Mechanism analysis, correlation effect and enhancement path
The synergistic development of green finance and clean energy (SDGC) is the cornerstone for driving green and low-carbon transformation and achieving sustainable development goals. This article examines the interaction mechanisms between green finance (GF) and clean energy (CE), constructs both sing...
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Published in | Renewable energy Vol. 240; p. 122209 |
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Main Authors | , , , , , , , |
Format | Journal Article |
Language | English |
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Elsevier Ltd
15.02.2025
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Abstract | The synergistic development of green finance and clean energy (SDGC) is the cornerstone for driving green and low-carbon transformation and achieving sustainable development goals. This article examines the interaction mechanisms between green finance (GF) and clean energy (CE), constructs both single-layer correlation networks and multi-layer networks (MN) based on panel data from 30 provinces in China spanning from 2007 to 2022, analyzes the characteristics of multi-layer network nodes and structures, and identifies main driving factors by using geographical detector. The findings reveal that the correlation degree of China's GF, CE, and their synergistic development (SD) network has shown a continuous improvement trend. Compared to single-layer networks, the network structure and related attributes of MN exhibit more optimized performance. With the integrated development of each layer network, four primary communities emerge within the MN: the Beijing-Tianjin-Hebei (BTH) community, the Northeast community, the North China community, and the Central-Western community. Factors such as economy, population, and society influence SDGC correlation network patterns to varying degrees, and the influence of interactions among these factors is even more prominent. Therefore, each province should clarify its role within the network and promote SDGC from the dual perspectives of fostering its own and overall development.
•The relationship between GF and CE is studied from the perspective of multi-layer networks.•The influencing factors on SDGC are explored with the geographic detector model.•The dynamic development trajectory of SDGC is explored under policy guidance. |
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AbstractList | The synergistic development of green finance and clean energy (SDGC) is the cornerstone for driving green and low-carbon transformation and achieving sustainable development goals. This article examines the interaction mechanisms between green finance (GF) and clean energy (CE), constructs both single-layer correlation networks and multi-layer networks (MN) based on panel data from 30 provinces in China spanning from 2007 to 2022, analyzes the characteristics of multi-layer network nodes and structures, and identifies main driving factors by using geographical detector. The findings reveal that the correlation degree of China's GF, CE, and their synergistic development (SD) network has shown a continuous improvement trend. Compared to single-layer networks, the network structure and related attributes of MN exhibit more optimized performance. With the integrated development of each layer network, four primary communities emerge within the MN: the Beijing-Tianjin-Hebei (BTH) community, the Northeast community, the North China community, and the Central-Western community. Factors such as economy, population, and society influence SDGC correlation network patterns to varying degrees, and the influence of interactions among these factors is even more prominent. Therefore, each province should clarify its role within the network and promote SDGC from the dual perspectives of fostering its own and overall development. The synergistic development of green finance and clean energy (SDGC) is the cornerstone for driving green and low-carbon transformation and achieving sustainable development goals. This article examines the interaction mechanisms between green finance (GF) and clean energy (CE), constructs both single-layer correlation networks and multi-layer networks (MN) based on panel data from 30 provinces in China spanning from 2007 to 2022, analyzes the characteristics of multi-layer network nodes and structures, and identifies main driving factors by using geographical detector. The findings reveal that the correlation degree of China's GF, CE, and their synergistic development (SD) network has shown a continuous improvement trend. Compared to single-layer networks, the network structure and related attributes of MN exhibit more optimized performance. With the integrated development of each layer network, four primary communities emerge within the MN: the Beijing-Tianjin-Hebei (BTH) community, the Northeast community, the North China community, and the Central-Western community. Factors such as economy, population, and society influence SDGC correlation network patterns to varying degrees, and the influence of interactions among these factors is even more prominent. Therefore, each province should clarify its role within the network and promote SDGC from the dual perspectives of fostering its own and overall development. •The relationship between GF and CE is studied from the perspective of multi-layer networks.•The influencing factors on SDGC are explored with the geographic detector model.•The dynamic development trajectory of SDGC is explored under policy guidance. |
ArticleNumber | 122209 |
Author | Hong, Yuxuan Peng, Lina Ding, Rui Jiang, Shuyue Zou, Jian Wang, Kexin Xiao, Wenqian Liang, Juan |
Author_xml | – sequence: 1 givenname: Kexin surname: Wang fullname: Wang, Kexin organization: College of Big Data Application and Economics (Guiyang College of Big Data Finance), Guizhou University of Finance and Economics, Guiyang, 550025, China – sequence: 2 givenname: Rui surname: Ding fullname: Ding, Rui email: 396124877@qq.com organization: College of Big Data Application and Economics (Guiyang College of Big Data Finance), Guizhou University of Finance and Economics, Guiyang, 550025, China – sequence: 3 givenname: Wenqian surname: Xiao fullname: Xiao, Wenqian organization: College of Big Data Application and Economics (Guiyang College of Big Data Finance), Guizhou University of Finance and Economics, Guiyang, 550025, China – sequence: 4 givenname: Juan surname: Liang fullname: Liang, Juan organization: College of Big Data Application and Economics (Guiyang College of Big Data Finance), Guizhou University of Finance and Economics, Guiyang, 550025, China – sequence: 5 givenname: Yuxuan surname: Hong fullname: Hong, Yuxuan organization: College of Big Data Application and Economics (Guiyang College of Big Data Finance), Guizhou University of Finance and Economics, Guiyang, 550025, China – sequence: 6 givenname: Lina surname: Peng fullname: Peng, Lina organization: College of Big Data Application and Economics (Guiyang College of Big Data Finance), Guizhou University of Finance and Economics, Guiyang, 550025, China – sequence: 7 givenname: Jian surname: Zou fullname: Zou, Jian organization: College of Big Data Application and Economics (Guiyang College of Big Data Finance), Guizhou University of Finance and Economics, Guiyang, 550025, China – sequence: 8 givenname: Shuyue surname: Jiang fullname: Jiang, Shuyue organization: Lancaster University Management School, Bailrigg Lancaster, LA1 4YW, United Kingdom |
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Title | A multi-layer network perspective on green finance and clean energy industry synergistic development and mutual reinforcement: Mechanism analysis, correlation effect and enhancement path |
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