Currently submitted to: JMIR Formative Research
Date Submitted: May 19, 2020
Open Peer Review Period: May 19, 2020 - Jul 14, 2020
(currently open for review)
Exploring Psychological Effects of Residential Lockdowns in China: A Study by Weibo Psycho-linguistic Analysis
With the rapid spread of COVID-19, strict residential lockdowns have been implemented in most parts of Chinese regions. Millions of people cannot leave their homes except for special reasons. While it played an essential role in curbing public panic and promoting preventive behaviors, it might have impacts on human psychological states as well.
The objective of this study was to explore the psychological impacts of residential lockdowns.
We collected more than 150,360 weibo messages from 5,370 Chinese active users, extracted psycho-linguistic features from these messages and applied the 2(lockdown vs non-lockdown) x2(before vs after lockdown) repeated measure analysis of variance (RM ANOVA).
The results showed that the use of positive emotion words was decreased by residential lockdowns generally (F (5370) = 7.926, P < .001). In high-endemic areas, residential lockdowns also reduced the use of Harm-Virtue words (F (3447) = 7.729, P = .005) and Fairness-Vice words (F (3447) = 10.298, P = .001). Meanwhile, raised the frequency of Authority-Virtue words (F (3447) = 4.502, P = .034), exclusion words (F (3447) = 4.518, P = .034) and inhibition words (F (3447) = 10.154, P = .001).
Residential lockdowns have generally caused a decline in positive emotions, which might influence human physical and mental health. But no evidence showed that it explicitly induced a specific negative emotion. Other impacts were more evident in high-endemic areas. It might be related to the high epidemic threat and the urgent need for social distancing in these areas.
Request queued. Please wait while the file is being generated. It may take some time.
© The authors. All rights reserved. This is a privileged document currently under peer-review/community review (or an accepted/rejected manuscript). Authors have provided JMIR Publications with an exclusive license to publish this preprint on it's website for review and ahead-of-print citation purposes only. While the final peer-reviewed paper may be licensed under a cc-by license on publication, at this stage authors and publisher expressively prohibit redistribution of this draft paper other than for review purposes.