{"title":"能源股票市场的气候风险表现和尾部风险传染:来自中国的证据","authors":"Xiaoyun Xing , Zihan Xu , Xiuya Wang , Kun Guo","doi":"10.1016/j.ribaf.2025.103035","DOIUrl":null,"url":null,"abstract":"<div><div>Climate change has resulted in unexpected changes to the energy market. This paper constructs a GARCH-MIDAS model to examine the impact of climate risk performance on the risk contagion within and across China’s energy markets, from both perspectives of tail risk spillovers and firm-level systemic importance. Moreover, Granger causality test is employed to capture the heterogeneity with respect to region and enterprise characteristics. The results show that climate policy significantly intensifies the risk contagion effect in China’s energy markets, in which the clean energy sectors are the most susceptible. It is further found that climate concern tends to affect the spillovers ”from” and ”to” those clean energies that are currently in high demands for funding, while climate physical risk only renders significant effects on the cross-sector connectedness related to coal industry. In addition, the results of heterogeneity analysis indicate enterprises in south China are easily affected by investors’ concern about climate change, while those in east and southwest provinces are susceptible to physical risk. Also, we find that the systemic importance of state-owned enterprises are easily altered by physical risk and climate policy, while that of private firms is vulnerable to investors’ climate concern.</div></div>","PeriodicalId":51430,"journal":{"name":"Research in International Business and Finance","volume":"79 ","pages":"Article 103035"},"PeriodicalIF":6.3000,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Climate risk performance and tail risk contagion in energy stock markets: Evidence from China\",\"authors\":\"Xiaoyun Xing , Zihan Xu , Xiuya Wang , Kun Guo\",\"doi\":\"10.1016/j.ribaf.2025.103035\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Climate change has resulted in unexpected changes to the energy market. This paper constructs a GARCH-MIDAS model to examine the impact of climate risk performance on the risk contagion within and across China’s energy markets, from both perspectives of tail risk spillovers and firm-level systemic importance. Moreover, Granger causality test is employed to capture the heterogeneity with respect to region and enterprise characteristics. The results show that climate policy significantly intensifies the risk contagion effect in China’s energy markets, in which the clean energy sectors are the most susceptible. It is further found that climate concern tends to affect the spillovers ”from” and ”to” those clean energies that are currently in high demands for funding, while climate physical risk only renders significant effects on the cross-sector connectedness related to coal industry. In addition, the results of heterogeneity analysis indicate enterprises in south China are easily affected by investors’ concern about climate change, while those in east and southwest provinces are susceptible to physical risk. Also, we find that the systemic importance of state-owned enterprises are easily altered by physical risk and climate policy, while that of private firms is vulnerable to investors’ climate concern.</div></div>\",\"PeriodicalId\":51430,\"journal\":{\"name\":\"Research in International Business and Finance\",\"volume\":\"79 \",\"pages\":\"Article 103035\"},\"PeriodicalIF\":6.3000,\"publicationDate\":\"2025-07-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Research in International Business and Finance\",\"FirstCategoryId\":\"96\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0275531925002910\",\"RegionNum\":2,\"RegionCategory\":\"经济学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"BUSINESS, FINANCE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Research in International Business and Finance","FirstCategoryId":"96","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0275531925002910","RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BUSINESS, FINANCE","Score":null,"Total":0}
Climate risk performance and tail risk contagion in energy stock markets: Evidence from China
Climate change has resulted in unexpected changes to the energy market. This paper constructs a GARCH-MIDAS model to examine the impact of climate risk performance on the risk contagion within and across China’s energy markets, from both perspectives of tail risk spillovers and firm-level systemic importance. Moreover, Granger causality test is employed to capture the heterogeneity with respect to region and enterprise characteristics. The results show that climate policy significantly intensifies the risk contagion effect in China’s energy markets, in which the clean energy sectors are the most susceptible. It is further found that climate concern tends to affect the spillovers ”from” and ”to” those clean energies that are currently in high demands for funding, while climate physical risk only renders significant effects on the cross-sector connectedness related to coal industry. In addition, the results of heterogeneity analysis indicate enterprises in south China are easily affected by investors’ concern about climate change, while those in east and southwest provinces are susceptible to physical risk. Also, we find that the systemic importance of state-owned enterprises are easily altered by physical risk and climate policy, while that of private firms is vulnerable to investors’ climate concern.
期刊介绍:
Research in International Business and Finance (RIBAF) seeks to consolidate its position as a premier scholarly vehicle of academic finance. The Journal publishes high quality, insightful, well-written papers that explore current and new issues in international finance. Papers that foster dialogue, innovation, and intellectual risk-taking in financial studies; as well as shed light on the interaction between finance and broader societal concerns are particularly appreciated. The Journal welcomes submissions that seek to expand the boundaries of academic finance and otherwise challenge the discipline. Papers studying finance using a variety of methodologies; as well as interdisciplinary studies will be considered for publication. Papers that examine topical issues using extensive international data sets are welcome. Single-country studies can also be considered for publication provided that they develop novel methodological and theoretical approaches or fall within the Journal''s priority themes. It is especially important that single-country studies communicate to the reader why the particular chosen country is especially relevant to the issue being investigated. [...] The scope of topics that are most interesting to RIBAF readers include the following: -Financial markets and institutions -Financial practices and sustainability -The impact of national culture on finance -The impact of formal and informal institutions on finance -Privatizations, public financing, and nonprofit issues in finance -Interdisciplinary financial studies -Finance and international development -International financial crises and regulation -Financialization studies -International financial integration and architecture -Behavioral aspects in finance -Consumer finance -Methodologies and conceptualization issues related to finance