Social media conversations reveal large psychological shifts caused by COVID-19's onset across US cities

被引:47
作者
Ashokkumar, Ashwini [1 ]
Pennebaker, James W. [1 ]
机构
[1] Univ Texas Austin, Dept Psychol, 108 E Dean Keeton, Austin, TX 78712 USA
基金
美国国家科学基金会; 美国国家卫生研究院;
关键词
WORKING-MEMORY; LANGUAGE; EMOTION; WORDS;
D O I
10.1126/sciadv.abg7843
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The current research chronicles the unfolding of the early psychological impacts of coronavirus disease 2019 (COVID-19) by analyzing Reddit language from 18 U.S. cities (200,000+ people) and large-scale survey data (11,000+ people). Large psychological shifts were found reflecting three distinct phases. When COVID-19 warnings first emerged ("warning phase"), people's attentional focus switched to the impending threat. Anxiety levels surged, and positive emotion and anger dropped. In parallel, people's thinking became more intuitive rather than analytic. When lockdowns began ("isolation phase"), analytic thinking dropped further. People became sadder, and their thinking reflected attempts to process the uncertainty. Familial ties strengthened, but ties to broader social groups weakened. Six weeks after COVID-19's onset ("normalization phase"), people's psychological states stabilized but remained elevated. Most psychological shifts were stronger when the threat of COVID-19 was greater. The magnitude of the observed shifts dwarfed responses to other events that occurred in the previous decade.
引用
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页数:12
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共 60 条
[11]   Trajectories of anxiety and depressive symptoms during enforced isolation due to COVID-19 in England: a longitudinal observational study [J].
Fancourt, Daisy ;
Steptoe, Andrew ;
Bu, Feifei .
LANCET PSYCHIATRY, 2021, 8 (02) :141-149
[12]   Public Understanding of Ebola Risks: Mastering an Unfamiliar Threat [J].
Fischhoff, Baruch ;
Wong-Parodi, Gabrielle ;
Garfin, Dana Rose ;
Holman, E. Alison ;
Silver, Roxane Cohen .
RISK ANALYSIS, 2018, 38 (01) :71-83
[13]   Fear of COVID-19 and the Mental Health Consequences in America [J].
Fitzpatrick, Kevin M. ;
Harris, Casey ;
Drawve, Grant .
PSYCHOLOGICAL TRAUMA-THEORY RESEARCH PRACTICE AND POLICY, 2020, 12 :S17-S21
[14]  
Funk Cary, 2020, Pew Research Center Science & Society (blog)
[15]   The Mental Health Consequences of COVID-19 and Physical Distancing The Need for Prevention and Early Intervention [J].
Galea, Sandro ;
Merchant, Raina M. ;
Lurie, Nicole .
JAMA INTERNAL MEDICINE, 2020, 180 (06) :817-818
[16]   Collective Emotions and Social Resilience in the Digital Traces After a Terrorist Attack [J].
Garcia, David ;
Rime, Bernard .
PSYCHOLOGICAL SCIENCE, 2019, 30 (04) :617-628
[17]   When you and I are "we," you are not threatening: The role of self-expansion in social comparison [J].
Gardner, WL ;
Gabriel, S ;
Hochschild, L .
JOURNAL OF PERSONALITY AND SOCIAL PSYCHOLOGY, 2002, 82 (02) :239-251
[18]   Partisan differences in physical distancing are linked to health outcomes during the COVID-19 pandemic [J].
Gollwitzer, Anton ;
Martel, Cameron ;
Brady, William J. ;
Parnamets, Philip ;
Freedman, Isaac G. ;
Knowles, Eric D. ;
Van Bavel, Jay J. .
NATURE HUMAN BEHAVIOUR, 2020, 4 (11) :1186-1197
[19]   Tracking Mental Health and Symptom Mentions on Twitter During COVID-19 [J].
Guntuku, Sharath Chandra ;
Sherman, Garrick ;
Stokes, Daniel C. ;
Agarwal, Anish K. ;
Seltzer, Emily ;
Merchant, Raina M. ;
Ungar, Lyle H. .
JOURNAL OF GENERAL INTERNAL MEDICINE, 2020, 35 (09) :2798-2800
[20]  
Hamblin James, 2020, Atlantic