AUTHOR=Guo Xuecan , Chai Ruiyu , Yao Yan , Mi Yanbiao , Wang Yingshuang , Feng Tianyu , Tian Junwei , Shi Bocheng , Jia Jiwei , Liu Siyu 

TITLE=Comprehensive Analysis of the COVID-19: Based on the Social-Related Indexes From NUMBEO

JOURNAL=Frontiers in Public Health

VOLUME=Volume 10 - 2022

YEAR=2022

URL=https://www.frontiersin.org/journals/public-health/articles/10.3389/fpubh.2022.793176

DOI=10.3389/fpubh.2022.793176

ISSN=2296-2565

ABSTRACT=Abstract
Background: The COVID-19 has been spreading globally since 2019 and causes serious damage to whole society. A macro perspective study to explore the changes of some social-related indexes of different countries is meaningful. 
Methods: We collect nine social-related indexes and the score of COVID-safety-assessment. Data analysis is carried out using three time series models. In particular, a prediction-correction procedure is employed to explore the impact of the pandemic on the indexes of developed and developing countries.
Results: It shows that COVID-19 epidemic has an impact on the life of residents in various aspects, specifically in quality of life, purchasing power and safety. Cluster analysis and bivariate statistical analysis further indicate that indexes affected by the pandemic in developed and developing countries are different.
Conclusion: This pandemic has altered the lives of residents in many ways. Our further research show that the impacts of social-related indexes in developed and developing countries are different, which is bounded up with their epidemics severity and control measures. On the other hand, the climate is crucial for the control of COVID-19. Consequently, exploring the changes of social-related indexes is significative, and it is conducive to provide targeted governance strategies for various countries. Our paper will contribute to countries with different levels of development pay more attention to social changes and take timely and effective measures to adjust social changes while trying to control this pandemic.