Association between social activities and risk of COVID-19 in a cohort of healthcare personnel.

Holly Shoemaker, Haojia Li, Yue Zhang, Jeanmarie Mayer, Michael Rubin, Candace Haroldsen, Morgan M Millar, Per H Gesteland, Andrew T Pavia, Lindsay T Keegan, Jessica Marie Cole, Egenia Dorsan, Matthew Doane, Kristina Stratford, Matthew Samore
Author Information
  1. Holly Shoemaker: Department of Population Health Sciences, Spencer Fox Eccles School of Medicine, University of Utah, Salt Lake City, UT, USA. ORCID
  2. Haojia Li: Department of Population Health Sciences, Spencer Fox Eccles School of Medicine, University of Utah, Salt Lake City, UT, USA. ORCID
  3. Yue Zhang: Department of Population Health Sciences, Spencer Fox Eccles School of Medicine, University of Utah, Salt Lake City, UT, USA.
  4. Jeanmarie Mayer: Division of Epidemiology, Spencer Fox Eccles School of Medicine, University of Utah, Salt Lake City, UT, USA.
  5. Michael Rubin: IDEAS Center of Innovation, Veterans Affairs Salt Lake City Health Care System, Salt Lake City, UT, USA.
  6. Candace Haroldsen: IDEAS Center of Innovation, Veterans Affairs Salt Lake City Health Care System, Salt Lake City, UT, USA.
  7. Morgan M Millar: Division of Epidemiology, Spencer Fox Eccles School of Medicine, University of Utah, Salt Lake City, UT, USA. ORCID
  8. Per H Gesteland: Division of Pediatric Hospital Medicine, Spencer Fox Eccles School of Medicine, University of Utah, Salt Lake City, UT, USA. ORCID
  9. Andrew T Pavia: Division of Pediatric Hospital Medicine, Spencer Fox Eccles School of Medicine, University of Utah, Salt Lake City, UT, USA. ORCID
  10. Lindsay T Keegan: Division of Epidemiology, Spencer Fox Eccles School of Medicine, University of Utah, Salt Lake City, UT, USA. ORCID
  11. Jessica Marie Cole: Division of Epidemiology, Spencer Fox Eccles School of Medicine, University of Utah, Salt Lake City, UT, USA. ORCID
  12. Egenia Dorsan: Division of Epidemiology, Spencer Fox Eccles School of Medicine, University of Utah, Salt Lake City, UT, USA.
  13. Matthew Doane: Division of Epidemiology, Spencer Fox Eccles School of Medicine, University of Utah, Salt Lake City, UT, USA.
  14. Kristina Stratford: Division of Epidemiology, Spencer Fox Eccles School of Medicine, University of Utah, Salt Lake City, UT, USA.
  15. Matthew Samore: IDEAS Center of Innovation, Veterans Affairs Salt Lake City Health Care System, Salt Lake City, UT, USA.

Abstract

Objective: Previous studies have linked social behaviors to COVID-19 risk in the general population. The impact of these behaviors among healthcare personnel, who face higher workplace exposure risks and possess greater prevention awareness, remains less explored.
Design: We conducted a Prospective cohort study from December 2021 to May 2022, using monthly surveys. Exposures included (1) a composite of nine common social activities in the past month and (2) similarity of social behavior compared to pre-pandemic. Outcomes included self-reported SARS-CoV-2 infection (primary)and testing for SARS-CoV-2 (secondary). Mixed-effect logistic regression assessed the association between social behavior and outcomes, adjusting for baseline and time-dependent covariates. To account for missed surveys, we employed inverse probability-of-censoring weighting with a propensity score approach.
Setting: An academic healthcare system.
Participants: Healthcare personnel.
Results: Of 1,302 healthcare personnel who completed ≥2 surveys, 244 reported ≥1 positive test during the study, resulting in a cumulative incidence of 19%. More social activities in the past month and social behavior similar to pre-pandemic levels were associated with increased likelihood of SARS-CoV-2 infection (recent social activity composite: OR = 1.11, 95% CI 1.02-1.21; pre-pandemic social similarity: OR = 1.14, 95% CI 1.07-1.21). Neither was significantly associated with testing for SARS-CoV-2.
Conclusions: Healthcare personnel social behavior outside work was associated with a higher risk for COVID-19. To protect the hospital workforce, risk mitigation strategies for healthcare personnel should focus on both the community and workplace.

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Word Cloud

Created with Highcharts 10.0.0socialpersonnel1healthcareriskbehaviorSARS-CoV-2COVID-19surveysactivitiespre-pandemicassociatedbehaviorshigherworkplacecohortstudyincludedpastmonthinfectiontestingHealthcareOR=95%CI21Objective:PreviousstudieslinkedgeneralpopulationimpactamongfaceexposureriskspossessgreaterpreventionawarenessremainslessexploredDesign:conductedProspectiveDecember2021May2022usingmonthlyExposurescompositeninecommon2similaritycomparedOutcomesself-reportedprimarysecondaryMixed-effectlogisticregressionassessedassociationoutcomesadjustingbaselinetime-dependentcovariatesaccountmissedemployedinverseprobability-of-censoringweightingpropensityscoreapproachSetting:academicsystemParticipants:Results:302completed≥2244reported≥1positivetestresultingcumulativeincidence19%similarlevelsincreasedlikelihoodrecentactivitycomposite:1102-1similarity:1407-1NeithersignificantlyConclusions:outsideworkprotecthospitalworkforcemitigationstrategiesfocuscommunityAssociation

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