Social network characteristics of COVID-19 vaccination and preventive health behaviors: Cross-sectional findings from the US northeast during the early COVID-19 pandemic.

Aditya S Khanna, Mollie A Monnig, Samantha E Clark, Peter M Monti
Author Information
  1. Aditya S Khanna: Center for Alcohol and Addiction Studies, Department of Behavioral and Social Sciences, Brown University, Providence, RI, USA.
  2. Mollie A Monnig: Center for Alcohol and Addiction Studies, Department of Behavioral and Social Sciences, Brown University, Providence, RI, USA.
  3. Samantha E Clark: Center for Alcohol and Addiction Studies, Department of Behavioral and Social Sciences, Brown University, Providence, RI, USA.
  4. Peter M Monti: Center for Alcohol and Addiction Studies, Department of Behavioral and Social Sciences, Brown University, Providence, RI, USA.

Abstract

Background: The link between individuals' vaccine attitudes and their social networks has been widely studied, but less is known about how these networks impact broader health behaviors like precautionary measures during the COVID-19 pandemic.
Methods: Egocentric social network data were collected from June 7-21, 2021, via an online survey by researchers based at the Brown University School of Public Health. The sample (n = 173) was recruited through Amazon's Mechanical Turk in Connecticut, Massachusetts, New Jersey, New York, and Rhode Island. Participants reported their COVID-19 precautionary behaviors and those of up to 5 of their closest social network contacts (SNCs, n = 851). The primary outcome was the mean of 13 CDC-recommended precautionary behaviors (PBS). Covariates included SNCs' COVID-19 testing, hospitalization, vaccination, disease experiences, social distancing adherence, and encouragement of participants' testing and vaccination. Associations between PBS and SNC attributes were assessed using chi-square tests, t-tests, and Generalized Estimating Equations (GEE).
Results: Eighty percent of participants had received at least one vaccine dose. The PBS ranged from 0.38 to 3.00 (M = 2.3) and was positively associated with SNCs' adherence to social distancing guidelines (0.33, p < 0.001), encouragement of social distancing (0.33, p < 0.001), encouragement of vaccination (0.25, p = 0.001), mask-wearing behavior (0.20, p = 0.008), receiving the vaccine (0.20, p = 0.01), and encouragement of testing (0.17, p < 0.05).
Discussion: The clustering of precautionary behaviors in social networks highlights the potential of leveraging these networks to promote public health interventions. The identification of clusters of unprotected communities at risk underscores the need to address disparities and integrate interpersonal factors into future pandemic responses.

Keywords

References

  1. Vaccine. 2024 Feb 6;42(4):891-911 [PMID: 38238114]
  2. Clin Infect Dis. 2022 May 15;74(Suppl_3):e34-e39 [PMID: 35568471]
  3. Hum Vaccin Immunother. 2023 Aug 1;19(2):2219577 [PMID: 37291691]
  4. Stat Med. 2013 Feb 20;32(4):539-55 [PMID: 23023735]
  5. Health Educ Behav. 2013 Oct;40(1 Suppl):24S-32S [PMID: 24084397]
  6. PLoS One. 2021 Apr 16;16(4):e0250123 [PMID: 33861765]
  7. BMC Public Health. 2022 Feb 14;22(1):298 [PMID: 35164719]
  8. Vaccine. 2021 Nov 5;39(46):6781-6786 [PMID: 34625290]
  9. PLoS One. 2022 Mar 31;17(3):e0266120 [PMID: 35358267]
  10. Vaccines (Basel). 2022 Sep 22;10(10): [PMID: 36298459]
  11. Nat Rev Nephrol. 2022 Jul;18(7):409-410 [PMID: 35414006]
  12. Soc Sci Med. 2022 Nov;312:115350 [PMID: 36183539]
  13. Int J Environ Res Public Health. 2021 Sep 07;18(18): [PMID: 34574373]
  14. Emerg Infect Dis. 2022 Mar;28(3):631-638 [PMID: 35202522]
  15. JMIR Public Health Surveill. 2021 Nov 9;7(11):e29319 [PMID: 34591780]
  16. Vaccines (Basel). 2022 Jan 06;10(1): [PMID: 35062741]
  17. Vaccine. 2023 Mar 17;41(12):1911-1915 [PMID: 36682984]
  18. Vaccine. 2020 Feb 18;38(8):2070-2076 [PMID: 31864854]
  19. Demography. 2009 Feb;46(1):103-25 [PMID: 19348111]
  20. Vaccines (Basel). 2021 Feb 16;9(2): [PMID: 33669441]
  21. AIDS Behav. 2019 Jan;23(1):302-311 [PMID: 30141150]
  22. Clin Microbiol Infect. 2021 Oct;27(10):1502-1506 [PMID: 34111591]
  23. Global Health. 2024 Feb 6;20(1):11 [PMID: 38321478]
  24. Hum Vaccin Immunother. 2023 Aug 1;19(2):2246502 [PMID: 37671468]
  25. R J. 2013 Jun;5(1):181-187 [PMID: 25587394]
  26. Pediatr Ann. 2015 Apr;44(4):e71-5 [PMID: 25875982]
  27. Psychol Sci Public Interest. 2017 Dec;18(3):149-207 [PMID: 29611455]
  28. Vaccines (Basel). 2023 Feb 23;11(3): [PMID: 36992100]
  29. Vaccine. 2022 Sep 2;40(37):5471-5482 [PMID: 35953322]
  30. Vaccine. 2023 Feb 10;41(7):1390-1397 [PMID: 36669969]
  31. Nat Commun. 2022 May 19;13(1):2777 [PMID: 35589681]

Grants

  1. P2C HD041020/NICHD NIH HHS

Word Cloud

Created with Highcharts 10.0.0socialCOVID-190networksbehaviorsprecautionaryvaccinationencouragementvaccinehealthpandemicnetworkPBStestingdistancingp < 0001p = 0NewSNCs'adherence33320SocialBackground:linkindividuals'attitudeswidelystudiedlessknownimpactbroaderlikemeasuresMethods:EgocentricdatacollectedJune7-212021viaonlinesurveyresearchersbasedBrownUniversitySchoolPublicHealthsamplen = 173recruitedAmazon'sMechanicalTurkConnecticutMassachusettsJerseyYorkRhodeIslandParticipantsreported5closestcontactsSNCsn = 851primaryoutcomemean13CDC-recommendedCovariatesincludedhospitalizationdiseaseexperiencesparticipants'AssociationsSNCattributesassessedusingchi-squaretestst-testsGeneralizedEstimatingEquationsGEEResults:Eightypercentparticipantsreceivedleastonedoseranged3800M = 2positivelyassociatedguidelines25mask-wearingbehavior008receiving011705Discussion:clusteringhighlightspotentialleveragingpromotepublicinterventionsidentificationclustersunprotectedcommunitiesriskunderscoresneedaddressdisparitiesintegrateinterpersonalfactorsfutureresponsescharacteristicspreventivebehaviors:Cross-sectionalfindingsUSnortheastearlypreventionstrategiesPandemicVaccinehesitancy

Similar Articles

Cited By