Sobczak Marharyta, Pawliczak Rafał
Department of Immunopathology, Division of Biomedical Science, Faculty of Medicine, Medical University of Lodz, Zeligowskiego st. 7/9, 90-752, Lodz, Poland.
BMC Public Health. 2022 Nov 16;22(1):2088. doi: 10.1186/s12889-022-14567-x.
The COVID-19 pandemic has caused increased mortality worldwide. We noticed a tendency for higher number of deaths in Eastern European countries. Therefore, we decided to investigate whether any common factor that might be responsible for the increased COVID-19 mortality exists.
In our cross-sectional study, we conducted the correlation and multiple regression analysis using R basing on the data gathered in publicly available databases. In the analysis, we included variables such as: number of deaths, number of new cases, number of hospitalizations, number of ICU (intensive care units) patients, number of vaccinations, number of boosters, number of fully vaccinated individuals, stringency index, number of reported COVID-19 variant cases, and number of flights. Additionally, we analyzed the influence of population density and median age in particular European countries on total number of COVID-19 deaths. Analyzed data represents periods from start of the COVID-19 pandemic in particular Eastern European Countries: Bulgaria, Croatia, Czech Republic, Hungary, Latvia, Lithuania, Poland, Romania, Slovakia and Slovenia, while as the end of the study the day of January 31, 2022 is considered. Results were considered statistically significant at p < 0.05.
Our study showed that mortality rate reflects the number of COVID-19 cases (e.g. for Poland was 0.0058, p < 0.001), number of hospitalized patients (e.g. for Poland 0.0116, p < 0.001), and patients in intensive care (e.g. for Slovakia 0.2326, p < 0.001). Stringency index corresponding to level of introduced restrictions and vaccination can affect the mortality rate of COVID-19 in a country-dependent manner: e.g. for Romania 0.0006, p < 0.001; whereas in Lithuania - 0.0002, p < 0.001. Moreover, occurrence of B.1.1.7 and B.1.617.2 variants increased COVID-19 mortality rates.
Our analysis showed that crucial factor for decreasing mortality is proper healthcare joined by accurate restriction policy. Additionally, our study shows that COVID-19 vaccination proven successful in COVID-19 mortality prevention.
新冠疫情已导致全球死亡率上升。我们注意到东欧国家的死亡人数有增加的趋势。因此,我们决定调查是否存在任何可能导致新冠死亡率上升的共同因素。
在我们的横断面研究中,我们基于公开数据库中收集的数据,使用R语言进行了相关性和多元回归分析。在分析中,我们纳入了以下变量:死亡人数、新增病例数、住院人数、重症监护病房(ICU)患者人数、疫苗接种数、加强针接种数、完全接种疫苗的人数、严格指数、报告的新冠病毒变异株病例数以及航班数。此外,我们特别分析了欧洲国家的人口密度和中位年龄对新冠死亡总数的影响。分析数据代表了保加利亚、克罗地亚、捷克共和国、匈牙利、拉脱维亚、立陶宛、波兰、罗马尼亚、斯洛伐克和斯洛文尼亚等特定东欧国家新冠疫情开始后的时间段,而研究结束日期为2022年1月31日。结果在p < 0.05时被认为具有统计学意义。
我们的研究表明,死亡率反映了新冠病例数(例如波兰为0.0058,p < 0.001)、住院患者数(例如波兰为0.0116,p < 0.001)以及重症监护患者数(例如斯洛伐克为0.2326,p < 0.001)。与实施的限制措施水平和疫苗接种相对应的严格指数可以以国家依赖的方式影响新冠死亡率:例如罗马尼亚为0.0006,p < 0.001;而立陶宛为 - 0.0002,p < 0.001。此外,B.1.1.7和B.1.617.2变异株的出现增加了新冠死亡率。
我们的分析表明,降低死亡率的关键因素是适当的医疗保健以及准确的限制政策。此外,我们的研究表明新冠疫苗接种在预防新冠死亡方面已被证明是成功的。