Xu Hong, Gan Yong, Zheng Daikun, Wu Bo, Zhu Xian, Xu Chang, Liu Chenglu, Tao Zhou, Hu Yaoyue, Chen Min, Li Mingjing, Lu Zuxun, Chen Jack
School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhai, China.
School of Public Health and Management, Chongqing Medical University, Chongqing, China.
J Med Internet Res. 2020 Nov 13;22(11):e21372. doi: 10.2196/21372.
So far, there have been no published population studies on the relationship between a COVID-19 infection and public risk perception, information source, knowledge, attitude, and behaviors during the COVID-19 outbreak in China.
This study aims to understand the relationships between COVID-19 infection; four personal nonpharmaceutical interventions (NPIs; handwashing, proper coughing habits, social distancing, and mask wearing); and public risk perception, knowledge, attitude, and other social demographic variables.
An online survey of 8158 Chinese adults between February 22 and March 5, 2020, was conducted. Bivariate associations between categorical variables were examined using Fisher exact test. We also explored the determinants of four NPIs as well as their association with COVID-19 infection using logistic regression.
Of 8158 adults included, 57 (0.73%) were infected with COVID-19. The overwhelming majority of respondents showed a positive attitude (n=8094, 99.2%), positive risk perception (n=8146, 99.9%), and high knowledge levels that were among the strongest predictors of the four adopted NPIs (handwashing: n=7895, 96.8%; proper coughing: 5997/6444, 93.1%; social distancing: n=7104/8158, 87.1%; and mask wearing: 5011/5120, 97.9%). There was an increased risk of COVID-19 infection for those who did not wash their hands (2.28% vs 0.65%; risk ratio [RR] 3.53, 95% CI 1.53-8.15; P=.009), did not practice proper coughing (1.79% vs 0.73%; RR 2.44, 95% CI 1.15-5.15; P=.03), did not practice social distancing (1.52% vs 0.58%; RR 2.63, 95% CI 1.48-4.67; P=.002), and did not wear a mask (7.41% vs 0.6%; RR 12.38, 95% CI 5.81-26.36; P<.001). For those who did practice all other three NPIs, wearing a mask was associated with a significantly reduced risk of infection compared to those who did not wear a mask (0.6% vs 16.7%; P=.04). Similarly, for those who did not practice all or part of the other three NPIs, wearing a mask was also associated with a significantly reduced risk of infection. In a penalized logistic regression model including all four NPIs, wearing a mask was the only significant predictor of COVID-19 infection among the four NPIs (odds ratio 7.20, 95% CI 2.24-23.11; P<.001).
We found high levels of risk perception, positive attitude, desirable knowledge, as well as a high level of adopting the four NPIs. The relevant knowledge, risk perception, and attitude were strong predictors of adapting the four NPIs. Mask wearing, among the four personal NPIs, was the most effective protective measure against COVID-19 infection, with added preventive effect among those who practiced all or part of the other three NPIs.
到目前为止,中国尚未发表关于新型冠状病毒肺炎(COVID-19)疫情期间感染情况与公众风险认知、信息来源、知识、态度及行为之间关系的人群研究。
本研究旨在了解COVID-19感染;四种个人非药物干预措施(NPIs,即洗手、正确咳嗽习惯、社交距离和佩戴口罩);以及公众风险认知、知识、态度和其他社会人口统计学变量之间的关系。
于2020年2月22日至3月5日对8158名中国成年人进行了一项在线调查。使用Fisher精确检验来检验分类变量之间的双变量关联。我们还使用逻辑回归探讨了四种NPIs的决定因素及其与COVID-19感染的关联。
在纳入的8158名成年人中,57人(0.73%)感染了COVID-19。绝大多数受访者表现出积极态度(n = 8094,99.2%)、积极的风险认知(n = 8146,99.9%)以及较高的知识水平,这些是所采取的四种NPIs的最强预测因素之一(洗手:n = 7895,96.8%;正确咳嗽:5997/6444,93.1%;社交距离:n = 7104/8158,87.1%;佩戴口罩:5011/5120,97.9%)。未洗手者感染COVID-19的风险增加(2.28%对0.65%;风险比[RR]3.53,95%CI 1.53 - 8.15;P = 0.009),未采取正确咳嗽措施者(1.79%对0.73%;RR 2.44,95%CI 1.15 - 5.15;P = 0.03),未保持社交距离者(1.52%对0.58%;RR 2.63,95%CI 1.48 - 4.67;P = 0.002),以及未佩戴口罩者(7.41%对0.6%;RR 12.38,95%CI 5.81 - 26.36;P < 0.001)。对于那些采取了其他三种NPIs的人,与未佩戴口罩者相比,佩戴口罩与感染风险显著降低相关(0.6%对16.7%;P = 0.04)。同样,对于那些未采取全部或部分其他三种NPIs的人,佩戴口罩也与感染风险显著降低相关。在包含所有四种NPIs的惩罚逻辑回归模型中,佩戴口罩是四种NPIs中唯一与COVID-19感染显著相关的预测因素(比值比7.20,95%CI 2.24 - 23.11;P < 0.001)。
我们发现公众的风险认知水平高、态度积极、知识良好,并且采取四种NPIs的比例也高。相关知识、风险认知和态度是采取四种NPIs的有力预测因素。在四种个人NPIs中,佩戴口罩是预防COVID-19感染最有效的保护措施,在采取了全部或部分其他三种NPIs的人群中具有额外的预防效果。