Szczygielski Jan Jakub, Brzeszczyński Janusz, Charteris Ailie, Bwanya Princess Rutendo
Department of Finance, Kozminski University, ul. Jagiellońska 57/59, 03-301 Warsaw, Poland.
Department of Accounting and Financial Management, Newcastle Business School (NBS), Northumbria University, Newcastle Upon Tyne, NE1 8ST, United Kingdom.
Energy Econ. 2022 May;109:105258. doi: 10.1016/j.eneco.2021.105258. Epub 2021 Apr 2.
Prior research has shown that energy sector stock prices are impacted by uncertainty. The coronavirus (COVID-19) pandemic has given rise to widespread health and economic-related uncertainty. In this study, we investigate the magnitude and the timing of the impact of COVID-19 related uncertainty on returns and volatility for 20 national energy indices and a global energy index using ARCH/GARCH models. We propose a novel "overall impact of uncertainty" (OIU) measure, explained using a natural phenomenon analogy of the overall impact of a rainstorm, to gauge the magnitude and intensity of the impact of uncertainty on energy sector returns. Drawing upon economic psychology, COVID-19 related uncertainty is measured in terms of searches for information relating to COVID-19 as captured by Google search trends. Our results show that the energy sectors of countries further west from the outbreak of the virus in China are impacted to a greater extent by COVID-19 related uncertainty. A similar observation is made for net energy and oil exporters relative to importers. We also find that the impact of uncertainty on most national energy sectors intensified and then weakened as the pandemic evolved. Additional analysis confirms that COVID-19 uncertainty is part of the composite set of factors that drive energy sector returns over the COVID-19 period although its importance has declined over time.
先前的研究表明,能源行业股价受到不确定性的影响。冠状病毒(COVID-19)大流行引发了广泛的与健康和经济相关的不确定性。在本研究中,我们使用ARCH/GARCH模型,调查了COVID-19相关不确定性对20个国家能源指数和一个全球能源指数的回报及波动性的影响程度和时间。我们提出了一种新颖的“不确定性总体影响”(OIU)度量方法,通过将其类比为暴雨的总体影响这一自然现象来解释,以衡量不确定性对能源行业回报的影响程度和强度。借鉴经济心理学,COVID-19相关不确定性通过谷歌搜索趋势所捕捉的与COVID-19相关信息的搜索量来衡量。我们的结果表明,在中国病毒爆发地以西更远的国家的能源行业,受COVID-19相关不确定性的影响更大。相对于进口国,净能源和石油出口国也有类似的观察结果。我们还发现,随着疫情的演变,不确定性对大多数国家能源行业的影响先增强后减弱。进一步的分析证实,COVID-19不确定性是在COVID-19期间推动能源行业回报的综合因素集的一部分,尽管其重要性随着时间的推移有所下降。