Evidence map›Paper›PMID 41390621›Full record

ArticleBMC infectious diseases2025

Social vulnerability and the risk of respiratory virus infection in households: a case-ascertained study.

Sara H Goodman, Alexandra Mellis, Clea C Sarnquist, Carlos G Grijalva, H Keipp Talbot, Melissa S Stockwell, Son H McLaren, Ellen Sano, Suchitra Rao, Edwin Asturias and 10 more

Abstract read
In one paragraph

Article in BMC infectious diseases, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

20 authors.

Sara H GoodmanDepartment of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA. saragood@stanford.edu.
Alexandra MellisCenters for Disease Control and Prevention, Atlanta, GA, USA.
Clea C SarnquistDepartment of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA.
Carlos G GrijalvaVanderbilt University Medical Center, Nashville, TN, USA.
H Keipp TalbotVanderbilt University Medical Center, Nashville, TN, USA.
Melissa S StockwellDepartments of Pediatrics and Population and Family Health, Columbia University Irving Medical Center, New York-Presbyterian Hospital, New York, NY, USA.
Son H McLarenDepartment of Emergency Medicine, Columbia University Irving Medical Center, New York-Presbyterian Hospital, New York, NY, USA.
Ellen SanoDepartment of Emergency Medicine, Columbia University Irving Medical Center, New York-Presbyterian Hospital, New York, NY, USA.
Suchitra RaoUniversity of Colorado School of Medicine, Aurora, CO, USA.
Edwin AsturiasUniversity of Colorado School of Medicine, Aurora, CO, USA.
Huong Q NguyenMarshfield Clinic Research Institute, Marshfield, WI, USA.
Edward A BelongiaMarshfield Clinic Research Institute, Marshfield, WI, USA.
Katherine D EllingsonDepartment of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA.
Karen LutrickUniversity of Arizona Mel and Enid Zuckerman College of Public Health, Tucson, AZ, USA.
Natalie M BowmanUniversity of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
Jessica T LinUniversity of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
Melissa A RolfesCenters for Disease Control and Prevention, Atlanta, GA, USA.
Jessica E BiddleCenters for Disease Control and Prevention, Atlanta, GA, USA.
Sarah E Smith-JeffcoatCenters for Disease Control and Prevention, Atlanta, GA, USA.
Yvonne MaldonadoDepartment of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA.

Funding

Vanderbilt Institute for Clinical and Translational Research (VICTR) -Identifying correlates of functional immunity in SARS-CoV-2 convalescent plasmaUL1TR002243 · NCATS · VANDERBILT UNIVERSITY MEDICAL CENTER · PI Paul A. Harris, Wesley H Self · 2017 to 2026
$130.7M
CDC HHS 75D30121C11656NCATS NIH HHS 5UL1TR002243-03NCATS NIH HHS UL1 TR002243
6 · The paper itself

Abstract

objectivesThis study examines whether the Social Vulnerability Index (SVI), a location-based composite measure of social vulnerability, is associated with the risk of SARS-CoV-2 or influenza infection within households. STUDY

designProspective cohort case-ascertained household transmission study.

methodsWe analyzed data from a case-ascertained household transmission study conducted across multiple U.S. sites (September 2021–May 2023). Household contacts of index cases with confirmed infections self-collected nasal swabs daily for ten days, tested via RT-PCR for SARS-CoV-2 or influenza. Age, sex, and vaccine receipt were self-reported, with vaccination verified. Household addresses were geocoded to 2020 census tracts and linked to the national SVI percentile. Using modified Poisson regression models with generalized estimating equations, we assessed associations between census tract-level SVI and infection risk, adjusting for age, sex, vaccine receipt, and clustering by census tract. Participants included household contacts of index cases with SARS-CoV-2 (793 households, 1,408 participants) or influenza (273 households, 512 participants).

resultsWe found that higher overall SVI was associated with increased SARS-CoV-2 infection risk (adjusted Incidence risk ratio [aIRR] 1.24; 95% CI: 1.00, 1.52). Specifically, the socioeconomic SVI domain was linked to higher infection risk (aIRR = 1.24; 95% CI: 1.02, 1.51). Other SVI domains were not statistically significant. For influenza, SVI was overall associated with greater infection, but confidence intervals crossed the null (aIRR = 1.45; 95% CI: 0.88, 2.39).

conclusionsHousehold contacts of SARS-CoV-2 index cases in high-SVI areas faced an increased risk of infection. No significant association was found for influenza, likely due to the small sample size. Increased access to SARS-CoV-2 testing, treatment, and preventive measures (e.g., masking, handwashing, isolation) may be especially important in high-SVI areas.

Indexed as

COVID-19Influenza, HumanSocial VulnerabilityAdolescentAdultAgedChildChild, PreschoolFamily CharacteristicsFemaleHumansInfantMaleMiddle AgedProspective StudiesRisk FactorsCase-ascertained studyEpidemiologyHousehold infectionInfluenzaPublic HealthSARS CoV-2Social epidemiologySocial vulnerability index

Identifiers

PMID41390621
PMCPMC12822291

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.