{"title":"绿色金融如何推动风电增长:来自半参数模型的证据","authors":"Bin Xu, Renjing Xu","doi":"10.1007/s12053-025-10374-6","DOIUrl":null,"url":null,"abstract":"<div><p>Wind power is the fastest-growing renewable energy source and presents huge development prospects. Most existing literature employs linear methods to investigate wind power, often overlooking the nonlinear relationships among economic variables. Unlike previous studies, this article employs a novel semiparametric model to investigate the nonlinear impact and mechanism of green finance on wind power. Empirical results show that green finance exerts a positive U-shaped effect on wind power, suggesting that the driving role of green finance in wind power is gradually becoming prominent over time. Heterogeneity analysis shows that green finance generates an inverted U-shaped impact on wind power in the eastern region, while its impact in the central and western regions presents an N-shaped and a positive U-shaped impact, respectively. From the perspective of production scale, green finance produces a positive U-shaped impact on wind power with medium to low production, and an M-shaped impact on wind power with high output. Mechanism analysis shows that green technology innovation yields a positive U-shaped impact on wind power, while foreign direct investment generates an inverted U-shaped impact on wind power. In addition, the empirical results also show that economic growth, environmental regulations, urbanization, and fossil fuel prices have a push impact on wind power, while power prices and fiscal decentralization have a constraining effect. The policy recommendations derived from the research findings can provide policy references for the formulation of new financial and industrial policies.</p></div>","PeriodicalId":537,"journal":{"name":"Energy Efficiency","volume":"18 7","pages":""},"PeriodicalIF":4.0000,"publicationDate":"2025-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"How can green finance drive wind power growth: evidence from a semiparametric model\",\"authors\":\"Bin Xu, Renjing Xu\",\"doi\":\"10.1007/s12053-025-10374-6\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>Wind power is the fastest-growing renewable energy source and presents huge development prospects. Most existing literature employs linear methods to investigate wind power, often overlooking the nonlinear relationships among economic variables. Unlike previous studies, this article employs a novel semiparametric model to investigate the nonlinear impact and mechanism of green finance on wind power. Empirical results show that green finance exerts a positive U-shaped effect on wind power, suggesting that the driving role of green finance in wind power is gradually becoming prominent over time. Heterogeneity analysis shows that green finance generates an inverted U-shaped impact on wind power in the eastern region, while its impact in the central and western regions presents an N-shaped and a positive U-shaped impact, respectively. From the perspective of production scale, green finance produces a positive U-shaped impact on wind power with medium to low production, and an M-shaped impact on wind power with high output. Mechanism analysis shows that green technology innovation yields a positive U-shaped impact on wind power, while foreign direct investment generates an inverted U-shaped impact on wind power. In addition, the empirical results also show that economic growth, environmental regulations, urbanization, and fossil fuel prices have a push impact on wind power, while power prices and fiscal decentralization have a constraining effect. The policy recommendations derived from the research findings can provide policy references for the formulation of new financial and industrial policies.</p></div>\",\"PeriodicalId\":537,\"journal\":{\"name\":\"Energy Efficiency\",\"volume\":\"18 7\",\"pages\":\"\"},\"PeriodicalIF\":4.0000,\"publicationDate\":\"2025-09-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Energy Efficiency\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://link.springer.com/article/10.1007/s12053-025-10374-6\",\"RegionNum\":4,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"ENERGY & FUELS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Energy Efficiency","FirstCategoryId":"5","ListUrlMain":"https://link.springer.com/article/10.1007/s12053-025-10374-6","RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ENERGY & FUELS","Score":null,"Total":0}
How can green finance drive wind power growth: evidence from a semiparametric model
Wind power is the fastest-growing renewable energy source and presents huge development prospects. Most existing literature employs linear methods to investigate wind power, often overlooking the nonlinear relationships among economic variables. Unlike previous studies, this article employs a novel semiparametric model to investigate the nonlinear impact and mechanism of green finance on wind power. Empirical results show that green finance exerts a positive U-shaped effect on wind power, suggesting that the driving role of green finance in wind power is gradually becoming prominent over time. Heterogeneity analysis shows that green finance generates an inverted U-shaped impact on wind power in the eastern region, while its impact in the central and western regions presents an N-shaped and a positive U-shaped impact, respectively. From the perspective of production scale, green finance produces a positive U-shaped impact on wind power with medium to low production, and an M-shaped impact on wind power with high output. Mechanism analysis shows that green technology innovation yields a positive U-shaped impact on wind power, while foreign direct investment generates an inverted U-shaped impact on wind power. In addition, the empirical results also show that economic growth, environmental regulations, urbanization, and fossil fuel prices have a push impact on wind power, while power prices and fiscal decentralization have a constraining effect. The policy recommendations derived from the research findings can provide policy references for the formulation of new financial and industrial policies.
期刊介绍:
The journal Energy Efficiency covers wide-ranging aspects of energy efficiency in the residential, tertiary, industrial and transport sectors. Coverage includes a number of different topics and disciplines including energy efficiency policies at local, regional, national and international levels; long term impact of energy efficiency; technologies to improve energy efficiency; consumer behavior and the dynamics of consumption; socio-economic impacts of energy efficiency measures; energy efficiency as a virtual utility; transportation issues; building issues; energy management systems and energy services; energy planning and risk assessment; energy efficiency in developing countries and economies in transition; non-energy benefits of energy efficiency and opportunities for policy integration; energy education and training, and emerging technologies. See Aims and Scope for more details.