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About:
SARS-CoV-2 infection in health care workers: a retrospective analysis and a model study
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wasabi.inria.fr
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Type:
Academic Article
research paper
schema:ScholarlyArticle
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type
Academic Article
research paper
schema:ScholarlyArticle
isDefinedBy
Covid-on-the-Web dataset
has title
SARS-CoV-2 infection in health care workers: a retrospective analysis and a model study
Creator
Wang, Han
Wang, Xuan
Xu, Shuai
Fu, ;
Mary, ;
Bai, Yansen
Fan, Fei
Gurarie, David
Horn, Ann
Huang, Qimin
Jiang, Xiaobing
Martial Ndeffo-Mbah, ;
Mondal, Anirban
Zhao, Hongyang
Source
MedRxiv
abstract
Background There had been a preliminary occurrence of human-to-human transmissions between healthcare workers (HCWs), but risk factors in the susceptibility for COVID-19, and infection patterns among HCWs have largely remained unknown. Methods Retrospective data collection on demographics, lifestyles, contact status with infected subjects for 118 HCWs (include 12 COVID-19 HCWs) from a single-center. Sleep quality and working pressure were evaluated by Pittsburgh Sleep Quality Index (PSQI) and The Nurse Stress Index (NSI), respectively. Follow-up duration was from Dec 25, 2019, to Feb 15, 2020. Risk factors and transmission models of COVID-19 among HCWs were analyzed and constructed. Findings A high proportion of COVID-19 HCWs had engaged in night shift-work (75.0% vs. 40.6%) and felt they were working under pressure (66.7% vs. 32.1%) than uninfected HCWs. COVID-19 HCWs had higher total scores of PSQI and NSI than uninfected HCWs. Furthermore, these scores were both positively associated with COVID-19 risk. An individual-based model (IBM) estimated the outbreak duration among HCWs in a non-typical COVID-19 ward at 62-80 days and the basic reproduction number =1.27 [1.06, 1.61]. By reducing the average contact rate per HCW by a 1.35 factor and susceptibility by a 1.40 factor, we can avoid an outbreak of the basic case among HCWs. Interpretation Poor sleep quality and high working pressure were positively associated with high risks of COVID-19. A novel IBM of COVID-19 transmission is suitable for simulating different outbreak patterns in a hospital setting.
has issue date
2020-04-01
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bibo:doi
10.1101/2020.03.29.20047159
has license
medrxiv
sha1sum (hex)
eb7f316a641355381641aa6fc032965f053261fd
schema:url
https://doi.org/10.1101/2020.03.29.20047159
resource representing a document's title
SARS-CoV-2 infection in health care workers: a retrospective analysis and a model study
resource representing a document's body
covid:eb7f316a641355381641aa6fc032965f053261fd#body_text
is
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covid:arg/eb7f316a641355381641aa6fc032965f053261fd
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named entity 'provinces in China'
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