{"title":"新冠肺炎疫情对能源价格和主要宏观经济指标的影响——来自中国能源市场的证据","authors":"Yilin Wu, Shiyu Ma","doi":"10.3934/gf.2021019","DOIUrl":null,"url":null,"abstract":"With the COVID-19 pandemic sweeping the world, the development of China's energy industry has been hampered. Although previous studies have shown the global influence of COVID-19 on energy prices and macroeconomic indicators, very few of them examined the impact on China independently, considering the special role of China in this pandemic and economy. In this study, we investigate the impact of the pandemic on several major China energy prices using the ARIMA-GARCH model. Combined with the Value-at-Risk (VaR) theory, we further explore the market risk, which indicates an increase in the tail risk of energy price volatility and the dramatic turbulence in energy markets. In addition, a Vector Autoregressive (VAR) model is developed to analyze how the main macroeconomic indicators are affected when energy prices fluctuate. According to the model results, energy price fluctuations caused by the COVID-19 have a negative impact on economic growth and inflation, with a higher contribution to the latter changes. Based on the modeling analysis results, this paper makes constructive suggestions on how to stabilize energy prices and recover the economic development in the context of the COVID-19 pandemic.","PeriodicalId":41466,"journal":{"name":"Green Finance","volume":"1 1","pages":""},"PeriodicalIF":5.5000,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"8","resultStr":"{\"title\":\"Impact of COVID-19 on energy prices and main macroeconomic indicators—evidence from China's energy market\",\"authors\":\"Yilin Wu, Shiyu Ma\",\"doi\":\"10.3934/gf.2021019\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"With the COVID-19 pandemic sweeping the world, the development of China's energy industry has been hampered. Although previous studies have shown the global influence of COVID-19 on energy prices and macroeconomic indicators, very few of them examined the impact on China independently, considering the special role of China in this pandemic and economy. In this study, we investigate the impact of the pandemic on several major China energy prices using the ARIMA-GARCH model. Combined with the Value-at-Risk (VaR) theory, we further explore the market risk, which indicates an increase in the tail risk of energy price volatility and the dramatic turbulence in energy markets. In addition, a Vector Autoregressive (VAR) model is developed to analyze how the main macroeconomic indicators are affected when energy prices fluctuate. According to the model results, energy price fluctuations caused by the COVID-19 have a negative impact on economic growth and inflation, with a higher contribution to the latter changes. Based on the modeling analysis results, this paper makes constructive suggestions on how to stabilize energy prices and recover the economic development in the context of the COVID-19 pandemic.\",\"PeriodicalId\":41466,\"journal\":{\"name\":\"Green Finance\",\"volume\":\"1 1\",\"pages\":\"\"},\"PeriodicalIF\":5.5000,\"publicationDate\":\"2021-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"8\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Green Finance\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.3934/gf.2021019\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"BUSINESS, FINANCE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Green Finance","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.3934/gf.2021019","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BUSINESS, FINANCE","Score":null,"Total":0}
Impact of COVID-19 on energy prices and main macroeconomic indicators—evidence from China's energy market
With the COVID-19 pandemic sweeping the world, the development of China's energy industry has been hampered. Although previous studies have shown the global influence of COVID-19 on energy prices and macroeconomic indicators, very few of them examined the impact on China independently, considering the special role of China in this pandemic and economy. In this study, we investigate the impact of the pandemic on several major China energy prices using the ARIMA-GARCH model. Combined with the Value-at-Risk (VaR) theory, we further explore the market risk, which indicates an increase in the tail risk of energy price volatility and the dramatic turbulence in energy markets. In addition, a Vector Autoregressive (VAR) model is developed to analyze how the main macroeconomic indicators are affected when energy prices fluctuate. According to the model results, energy price fluctuations caused by the COVID-19 have a negative impact on economic growth and inflation, with a higher contribution to the latter changes. Based on the modeling analysis results, this paper makes constructive suggestions on how to stabilize energy prices and recover the economic development in the context of the COVID-19 pandemic.
期刊介绍:
Green Finance is an international, interdisciplinary Open Access journal dedicated to green finance, environmental, and sustainability research and practice. It offers a platform for publishing original contributions and technical reviews on green finance and related topics, following a rigorous peer-review process. Accepted article types include original research, reviews, editorials, letters, and conference reports.