Fareed Zeeshan, Abbas Shujaat, Madureira Livia, Wang Zhenkun
School of Economics and Management, Huzhou University, Huzhou, 313000, Zhejiang Province, China.
Centre for Transdisciplinary Development Studies (CETRAD), University of Trás-os-Montes and Alto Douro (UTAD), Vila Real, Portugal.
Resour Policy. 2022 Dec;79:102965. doi: 10.1016/j.resourpol.2022.102965. Epub 2022 Sep 2.
The COVID-19 pandemic disrupted almost all spares of global social, psychological, and economic life. The emergence of various variants and corresponding variations in daily infection asymmetrically influenced economic indicators. This study extends the existing literature by exploring the hedging potential of crude oil, carbon efficiency index of green firms, and bitcoin during this pandemic. This objective is realized by employing the recently advanced rolling window multiple correlation of Polanco-Martínez (2020). This approach is based on the new -value corrected method, which has advantages over other correlation methods. The sample observations are based on daily data from 1/22/2020 to 12/20/2021. In the bivariate case, we find a significant positive correlation between COVID-19 and CEI, while a negative impact is observed between COVID-19 and WTI. Similarly, we observe a significant and nonlinear association between COVID-19 and BTC. However, our findings show positive and significant correlations among variables in the multivariate case. The overall findings show that CEI and BTC can be safe havens for investors during this worse pandemic. The study's robust findings can be used to derive important policy implications worldwide during the COVID-19 pandemic.
新冠疫情几乎扰乱了全球社会、心理和经济生活的各个方面。各种变体的出现以及每日感染情况的相应变化对经济指标产生了不对称影响。本研究通过探索疫情期间原油、绿色企业的碳效率指数和比特币的避险潜力,扩展了现有文献。这一目标是通过采用最近由波兰科 - 马丁内斯(2020年)提出的滚动窗口多重相关性方法来实现的。该方法基于新的值校正方法,比其他相关性方法具有优势。样本观测基于2020年1月22日至2021年12月20日的每日数据。在二元情况下,我们发现新冠疫情与碳效率指数之间存在显著正相关,而在新冠疫情与西德克萨斯中质油之间观察到负面影响。同样,我们观察到新冠疫情与比特币之间存在显著的非线性关联。然而,我们的研究结果表明在多元情况下变量之间存在正相关且显著相关。总体研究结果表明,在这场更严重的疫情期间,碳效率指数和比特币对投资者而言可能是避风港。该研究的稳健结果可用于推导新冠疫情期间全球范围内的重要政策含义。