通过比较分析表征COVID-19对全球股票指数的影响

Jeffhraim Balilla
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引用次数: 2

摘要

本文通过比较分析的方法展示了新冠肺炎疫情对全球股指的影响。股票指数按地区(非洲、美洲、欧洲、亚洲和大洋洲)呈现,各国股票指数根据历史数据进行比较。以2:4的月比作为“窗口”,分别观察2019年11月至12月和2020年1月至5月期间指数价格的变动。从记录到2020年5月20日,确定每个国家的COVID-19感染数、康复率和死亡率。分析表明,没有足够的证据表明各指数值的变化受到COVID-19感染计数的影响(p值= 0.9129)。在非洲,2020年1月至5月,只有津巴布韦的价格出现了1.39%的正变化,确诊病例为51例。在亚洲,同期只有深圳证券交易所(中国)的确诊病例为82971例,平均价格变动为正(0.07%)。同样,在欧洲,只有丹麦的OMXC20确诊病例为11182例(0.09%)。在美洲,纽约证券交易所(NYSE Arca)(美国)、纳斯达克100指数(Nasdaq100)(美国)和MERVAL(阿根廷)的确诊病例分别为1,620,902例和9,918例,平均价格变化为正(0.31%、0.20%和0.89%)。另一方面,在大洋洲,nzx50(新西兰)和S&P/ASX20(澳大利亚)的平均价格变化分别为负(-0.03和-0.15)。总体而言,与2019年11月至12月相比,亚洲和欧洲指数的日均价格变化下降了0.28%。非洲指数受影响最小,平均每日价格变化0.11%,而2019年11月至12月的平均每日价格变化为-0.02%。
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Characterizing the Impact of COVID-19 on the Global Stock Indices through Comparative Analysis
This paper shows the impact of COVID-19 on the global stock indices through the use of comparative analysis. Stock indices are presented by regions (Africa, Americas, Europe, Asia, and Oceania) and national stock indices are compared based on historical data. A 2:4 month ratio is used as a “window” for observing the changes in the movement of the price of indices from November – December 2019 and January – May 2020 respectively. COVID-19 infection count, recovery rate, and death rate are identified in each country from the first case recorded up to May 20, 2020. Based on analysis it appeared that there is no sufficient evidence to conclude that the changes in the value of indices is affected by the COVID-19 infection count (p-value = 0.9129). In Africa, only INDZI (Zimbabwe) showed a positive change of price in percentage points (1.39%) for January to May 2020 with 51 confirmed COVID-19 cases. In Asia, only SZSE (China) showed a positive mean change of price in percentage points (0.07%) in the same period with 82,971 confirmed cases. Similarly, in Europe, only OMXC20 (Denmark) showed the same with (0.09%) with 11,182 confirmed cases. In the Americas, NYSE Arca (US), Nasdaq100 (US), and MERVAL (Argentina) showed a positive mean change in price in percentage points (0.31%, 0.20%, and 0.89%) with 1,620,902 and 9,918 confirmed cases respectively. On the other hand, in Oceania, both NZX 50 (New Zealand) and S&P/ASX20 (Australia) showed a negative mean change in prices (-0.03 & -0.15) respectively. In general Asian and European indices suffered a 0.28% decrease in the mean change in daily prices as compared during November to December 2019. African indices on average stood to be the least affected with 0.11% mean change in daily prices as compared to -0.02% from November to December 2019.
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