{"title":"Are Vaccinations Alone Enough to Curb the Dynamics of the COVID-19 Pandemic in the European Union?","authors":"Paweł Miłobędzki","doi":"10.3390/econometrics10020025","DOIUrl":null,"url":null,"abstract":"I use the data on the COVID-19 pandemic maintained by Our Word in Data to estimate a nonstationary dynamic panel exhibiting the dynamics of confirmed deaths, infections and vaccinations per million population in the European Union countries in the period of January–July 2021. Having the data aggregated on a weekly basis I demonstrate that a model which allows for heterogeneous short-run dynamics and common long-run marginal effects is superior to that allowing only for either homogeneous or heterogeneous responses. The analysis shows that the long-run marginal death effects with respect to confirmed infections and vaccinations are positive and negative, respectively, as expected. Since the estimate of the former effect compared to the latter one is about 71.67 times greater, only mass vaccinations can prevent the number of deaths from being large in the long-run. The success in achieving this is easier for countries with the estimated large negative individual death effect (Cyprus, Denmark, Ireland, Portugal, Estonia, Lithuania) than for those with the large but positive death effect (Bulgaria, Hungary, Slovakia). The speed of convergence to the long-run equilibrium relationship estimates for individual countries are all negative. For some countries (Bulgaria, Denmark, Estonia, Greece, Hungary, Slovakia) they differ in the magnitude from that averaged for the whole EU, while for others (Croatia, Ireland, Lithuania, Poland, Portugal, Romania, Spain), they do not.","PeriodicalId":11499,"journal":{"name":"Econometrics","volume":" ","pages":""},"PeriodicalIF":1.1000,"publicationDate":"2022-05-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Econometrics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.3390/econometrics10020025","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ECONOMICS","Score":null,"Total":0}
引用次数: 2
Abstract
I use the data on the COVID-19 pandemic maintained by Our Word in Data to estimate a nonstationary dynamic panel exhibiting the dynamics of confirmed deaths, infections and vaccinations per million population in the European Union countries in the period of January–July 2021. Having the data aggregated on a weekly basis I demonstrate that a model which allows for heterogeneous short-run dynamics and common long-run marginal effects is superior to that allowing only for either homogeneous or heterogeneous responses. The analysis shows that the long-run marginal death effects with respect to confirmed infections and vaccinations are positive and negative, respectively, as expected. Since the estimate of the former effect compared to the latter one is about 71.67 times greater, only mass vaccinations can prevent the number of deaths from being large in the long-run. The success in achieving this is easier for countries with the estimated large negative individual death effect (Cyprus, Denmark, Ireland, Portugal, Estonia, Lithuania) than for those with the large but positive death effect (Bulgaria, Hungary, Slovakia). The speed of convergence to the long-run equilibrium relationship estimates for individual countries are all negative. For some countries (Bulgaria, Denmark, Estonia, Greece, Hungary, Slovakia) they differ in the magnitude from that averaged for the whole EU, while for others (Croatia, Ireland, Lithuania, Poland, Portugal, Romania, Spain), they do not.
我使用Our Word in data维护的新冠肺炎大流行数据来估计一个非平稳动态面板,该面板显示了2021年1月至7月期间欧盟国家每百万人口的确诊死亡、感染和疫苗接种动态。通过每周汇总数据,我证明了允许异质短期动态和共同长期边际效应的模型优于只允许同质或异质响应的模型。分析表明,正如预期的那样,确诊感染和疫苗接种的长期边际死亡效应分别为阳性和阴性。由于前一种效果与后一种效果相比的估计值约高出71.67倍,因此从长远来看,只有大规模接种疫苗才能防止死亡人数过多。对于估计具有较大负面个人死亡效应的国家(塞浦路斯、丹麦、爱尔兰、葡萄牙、爱沙尼亚、立陶宛)来说,实现这一目标比具有较大但积极死亡效应的国(保加利亚、匈牙利、斯洛伐克)更容易。单个国家的长期均衡关系估计的收敛速度都是负的。对于一些国家(保加利亚、丹麦、爱沙尼亚、希腊、匈牙利、斯洛伐克),它们的数量与整个欧盟的平均数量不同,而对于其他国家(克罗地亚、爱尔兰、立陶宛、波兰、葡萄牙、罗马尼亚、西班牙),它们则不同。