The risk spillover effect of the COVID-19 pandemic on energy sector: Evidence from China
Detecting the adverse effects of major emergencies on financial markets and real economy is of great importance not only for short-term policy reactions but also for economic and financial stability. This is the lesson we learnt from the COVID-19 pandemic. This paper focuses on the risk spillover ef...
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Published in | Energy economics Vol. 102; p. 105498 |
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Main Authors | , , , |
Format | Journal Article |
Language | English |
Published |
Netherlands
Elsevier B.V
01.10.2021
Elsevier Science Ltd |
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Abstract | Detecting the adverse effects of major emergencies on financial markets and real economy is of great importance not only for short-term policy reactions but also for economic and financial stability. This is the lesson we learnt from the COVID-19 pandemic. This paper focuses on the risk spillover effect of the COVID-19 on Chinese energy industry using a high-dimensional and time-varying factor-augmented VAR model. The results show that the net volatility spillovers of the pandemic remain positive to all underlying energy sectors during January to June of 2020 and February to April of 2021. For the former sub-period, the volatility spillover of the COVID-19 is not only the highest, but also lasts longest for oil exploitation sector, followed by the power and gas sectors. While for the latter sub-period, the COVID-19 has relatively higher volatility spillovers to the power, coal mining and petrochemical sectors. These findings suggest that the COVID-19 has significant risk spillover effects on Chinese energy sectors, and the effects vary among different energy sub-sectors and across different periods of time.
•We explore the risk spillover effect of the COVID-19 pandemic on Chinese energy industry.•A high-dimensional and time-varying tail event driven topological network methodology is employed.•The COVID-19 shock is a significant driving factors of intensifying the volatility of Chinese energy markets.•The risk spillover of the COVID-19 remains positive to all energy sectors in two most serious stages of the pandemic.•The risk spillover of the COVID-19 is pronounced in oil exploitation, power, gas, coal mining and petrochemical sectors. |
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AbstractList | Detecting the adverse effects of major emergencies on financial markets and real economy is of great importance not only for short-term policy reactions but also for economic and financial stability. This is the lesson we learnt from the COVID-19 pandemic. This paper focuses on the risk spillover effect of the COVID-19 on Chinese energy industry using a high-dimensional and time-varying factor-augmented VAR model. The results show that the net volatility spillovers of the pandemic remain positive to all underlying energy sectors during January to June of 2020 and February to April of 2021. For the former sub-period, the volatility spillover of the COVID-19 is not only the highest, but also lasts longest for oil exploitation sector, followed by the power and gas sectors. While for the latter sub-period, the COVID-19 has relatively higher volatility spillovers to the power, coal mining and petrochemical sectors. These findings suggest that the COVID-19 has significant risk spillover effects on Chinese energy sectors, and the effects vary among different energy sub-sectors and across different periods of time. Detecting the adverse effects of major emergencies on financial markets and real economy is of great importance not only for short-term policy reactions but also for economic and financial stability. This is the lesson we learnt from the COVID-19 pandemic. This paper focuses on the risk spillover effect of the COVID-19 on Chinese energy industry using a high-dimensional and time-varying factor-augmented VAR model. The results show that the net volatility spillovers of the pandemic remain positive to all underlying energy sectors during January to June of 2020 and February to April of 2021. For the former sub-period, the volatility spillover of the COVID-19 is not only the highest, but also lasts longest for oil exploitation sector, followed by the power and gas sectors. While for the latter sub-period, the COVID-19 has relatively higher volatility spillovers to the power, coal mining and petrochemical sectors. These findings suggest that the COVID-19 has significant risk spillover effects on Chinese energy sectors, and the effects vary among different energy sub-sectors and across different periods of time.Detecting the adverse effects of major emergencies on financial markets and real economy is of great importance not only for short-term policy reactions but also for economic and financial stability. This is the lesson we learnt from the COVID-19 pandemic. This paper focuses on the risk spillover effect of the COVID-19 on Chinese energy industry using a high-dimensional and time-varying factor-augmented VAR model. The results show that the net volatility spillovers of the pandemic remain positive to all underlying energy sectors during January to June of 2020 and February to April of 2021. For the former sub-period, the volatility spillover of the COVID-19 is not only the highest, but also lasts longest for oil exploitation sector, followed by the power and gas sectors. While for the latter sub-period, the COVID-19 has relatively higher volatility spillovers to the power, coal mining and petrochemical sectors. These findings suggest that the COVID-19 has significant risk spillover effects on Chinese energy sectors, and the effects vary among different energy sub-sectors and across different periods of time. Detecting the adverse effects of major emergencies on financial markets and real economy is of great importance not only for short-term policy reactions but also for economic and financial stability. This is the lesson we learnt from the COVID-19 pandemic. This paper focuses on the risk spillover effect of the COVID-19 on Chinese energy industry using a high-dimensional and time-varying factor-augmented VAR model. The results show that the net volatility spillovers of the pandemic remain positive to all underlying energy sectors during January to June of 2020 and February to April of 2021. For the former sub-period, the volatility spillover of the COVID-19 is not only the highest, but also lasts longest for oil exploitation sector, followed by the power and gas sectors. While for the latter sub-period, the COVID-19 has relatively higher volatility spillovers to the power, coal mining and petrochemical sectors. These findings suggest that the COVID-19 has significant risk spillover effects on Chinese energy sectors, and the effects vary among different energy sub-sectors and across different periods of time. •We explore the risk spillover effect of the COVID-19 pandemic on Chinese energy industry.•A high-dimensional and time-varying tail event driven topological network methodology is employed.•The COVID-19 shock is a significant driving factors of intensifying the volatility of Chinese energy markets.•The risk spillover of the COVID-19 remains positive to all energy sectors in two most serious stages of the pandemic.•The risk spillover of the COVID-19 is pronounced in oil exploitation, power, gas, coal mining and petrochemical sectors. |
ArticleNumber | 105498 |
Author | Si, Deng-Kui Li, Xiao-Lin Fang, Yi Xu, XuChuan |
Author_xml | – sequence: 1 givenname: Deng-Kui surname: Si fullname: Si, Deng-Kui email: sidkfinance@163.com organization: School of Economics, Qingdao University, Qingdao, China – sequence: 2 givenname: Xiao-Lin surname: Li fullname: Li, Xiao-Lin email: smileman2004@126.com organization: School of Economics, Ocean University of China, Qingdao, China – sequence: 3 givenname: XuChuan surname: Xu fullname: Xu, XuChuan email: 1200401153@jxufe.edu.cn organization: Jiangxi University of Finance & Economics, NanChang, China – sequence: 4 givenname: Yi surname: Fang fullname: Fang, Yi email: fangyi@cufe.edu.cn organization: School of Finance, Central University of Finance and Economics, Beijing, China |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/34898735$$D View this record in MEDLINE/PubMed |
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Snippet | Detecting the adverse effects of major emergencies on financial markets and real economy is of great importance not only for short-term policy reactions but... |
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StartPage | 105498 |
SubjectTerms | Coal Coal industry Coal mining Coronaviruses COVID-19 Economic stabilization Emergencies Energy Energy economics Energy industry Exploitation Extreme events High-dimension Mining industry Oil exploration Pandemics Petrochemicals Power Risk Risk contagion Side effects Spillover effect Time-varying Volatility |
Title | The risk spillover effect of the COVID-19 pandemic on energy sector: Evidence from China |
URI | https://dx.doi.org/10.1016/j.eneco.2021.105498 https://www.ncbi.nlm.nih.gov/pubmed/34898735 https://www.proquest.com/docview/2599115821 https://www.proquest.com/docview/2610085627 https://pubmed.ncbi.nlm.nih.gov/PMC8652837 |
Volume | 102 |
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