Evidence map›Paper›PMID 39117572›Full record

ArticleAmerican journal of epidemiology2025

The mediating role of SARS-CoV-2 variants between income and hospitalization due to COVID-19: a period-based mediation analysis.

Sean P Harrigan, Chad D Fibke, Héctor A Velásquez García, Sunny Mak, James Wilton, Natalie Prystajecky, John Tyson, Linwei Wang, Beate Sander, Stefan Baral and 3 more

Abstract read
In one paragraph

Article in American journal of epidemiology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. 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

13 authors.

Sean P HarriganBritish Columbia Centre for Disease Control, Vancouver, British Columbia, Canada.ORCID 0000-0001-6021-7402
Chad D FibkeBritish Columbia Centre for Disease Control, Vancouver, British Columbia, Canada.
Héctor A Velásquez GarcíaBritish Columbia Centre for Disease Control, Vancouver, British Columbia, Canada.
Sunny MakBritish Columbia Centre for Disease Control, Vancouver, British Columbia, Canada.
James WiltonBritish Columbia Centre for Disease Control, Vancouver, British Columbia, Canada.
Natalie PrystajeckyBritish Columbia Centre for Disease Control, Vancouver, British Columbia, Canada.
John TysonBritish Columbia Centre for Disease Control, Vancouver, British Columbia, Canada.
Linwei WangMAP Centre for Urban Health Solutions, Li Ka Shing Knowledge Institute Unity Health Toronto, Toronto, Ontario, Canada.
Beate SanderInstitute for Clinical Evaluative Sciences, Toronto, Ontario, Canada.ORCID 0000-0003-2128-9133
Stefan BaralBloomberg School of Public Health John Hopkins, Baltimore, MD, United States.
Sharmistha MishraMAP Centre for Urban Health Solutions, Li Ka Shing Knowledge Institute Unity Health Toronto, Toronto, Ontario, Canada.ORCID 0000-0001-8492-5470
Naveed Z JanjuaBritish Columbia Centre for Disease Control, Vancouver, British Columbia, Canada.ORCID 0000-0001-5681-719X
Hind SbihiBritish Columbia Centre for Disease Control, Vancouver, British Columbia, Canada.ORCID 0000-0002-4288-7258

Funding

Canadian Institutes for Health Research GA1-177697
6 · The paper itself

Abstract

The mechanisms facilitating the relationship between low income and COVID-19 severity have not been partitioned in the presence of SARS-CoV-2 variants of concern (VOCs). To address this, we used causal mediation analysis to quantify the possible mediating role infection with VOC has on the relationship between neighborhood income (exposure) and hospitalization due to COVID-19 among cases (outcome). A population-based cohort of 65 629 individuals residing in British Columbia, Canada, was divided into 3 periods of VOC co-circulation in the 2021 calendar year, whereby each period included co-circulation of an emerging and an established VOC. Each cohort was subjected to g-formula mediation techniques to decompose the relationship between exposure and outcome into total, direct, and indirect effects. In the mediation analysis, the total effects indicated that low income was associated with increased odds of hospitalization across all periods. Further decomposition of the effects revealed that income is directly and indirectly associated with hospitalization. The resulting indirect effect through VOC accounted for approximately between 6% and 13% of the total effect of income on hospitalization. This study underscores, conditional on the analysis, the importance of addressing underlying inequities to mitigate the disproportionate impact on historically marginalized communities by adopting an equity lens as central to pandemic preparedness and response from the onset.

Indexed as

COVID-19HospitalizationIncomeSARS-CoV-2AdultAgedBritish ColumbiaFemaleHumansMaleMediation AnalysisMiddle AgedPovertyCOVID-19mediation analysisseveritysocial determinants of healthvariants of concernwhole genome sequencing

Identifiers

PMID39117572
PMCPMC12055456

What OpenQuestion holds

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LicenceCC BY-NC
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Registered trials

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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.