School of Chemistry and Chemical Engineering, Zhoukou Normal University, Zhoukou, China.
PeerJ. 2024 Mar 12;12:e17124. doi: 10.7717/peerj.17124. eCollection 2024.
The outbreak of coronavirus disease 2019 (COVID-19) has not only posed significant challenges to public health but has also impacted every aspect of society and the environment. In this study, we propose an index of notifiable disease outbreaks (NDOI) to assess the impact of COVID-19 on other notifiable diseases in Shanghai, China. Additionally, we identify the critical factors influencing these diseases using multivariate statistical analysis. We collected monthly data on 34 notifiable infectious diseases (NIDs) and corresponding environmental and socioeconomic factors (17 indicators) from January 2017 to December 2020. The results revealed that the total number of cases and NDOI of all notifiable diseases decreased by 47.1% and 52.6%, respectively, compared to the period before the COVID-19 pandemic. Moreover, the COVID-19 pandemic has led to improved air quality as well as impacted the social economy and human life. Redundancy analysis (RDA) showed that population mobility, particulate matter (PM2.5), atmospheric pressure, and temperature were the primary factors influencing the spread of notifiable diseases. The NDOI is beneficial in establishing an early warning system for infectious disease epidemics at different scales. Furthermore, our findings also provide insight into the response mechanisms of notifiable diseases influenced by social and environmental factors.
2019 年冠状病毒病(COVID-19)的爆发不仅对公共卫生造成了重大挑战,还对社会和环境的各个方面都产生了影响。在这项研究中,我们提出了一个传染病暴发通报指数(NDOI),以评估 COVID-19 对中国上海其他传染病的影响。此外,我们还使用多变量统计分析来确定影响这些疾病的关键因素。我们收集了 2017 年 1 月至 2020 年 12 月期间每月的 34 种法定传染病(NIDs)和相应的环境和社会经济因素(17 个指标)数据。结果表明,与 COVID-19 大流行前相比,所有法定传染病的病例总数和 NDOI 分别下降了 47.1%和 52.6%。此外,COVID-19 大流行还导致空气质量得到改善,同时也对社会经济和人类生活产生了影响。冗余分析(RDA)表明,人口流动、颗粒物(PM2.5)、大气压和温度是影响法定传染病传播的主要因素。NDOI 有利于在不同规模上建立传染病疫情的预警系统。此外,我们的研究结果还为了解受社会和环境因素影响的法定传染病的应对机制提供了参考。