Evidence map›Paper›PMID 42516315›Full record

ArticleJournal of migration and health2026

Essential worker status, gender, and migration background disparities in COVID-19: An intersectional approach.

Narges Ghoroubi, Myriam Khlat, Emilie Counil, EpiCoV Study group

Abstract read
In one paragraph

Article in Journal of migration and health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

4 authors.

Narges GhoroubiThe French Institute for Demographic Studies (Ined), 9 Cours des Humanités, 93322 Aubervilliers, France.
Myriam KhlatThe French Institute for Demographic Studies (Ined), 9 Cours des Humanités, 93322 Aubervilliers, France.
Emilie CounilThe French Institute for Demographic Studies (Ined), 9 Cours des Humanités, 93322 Aubervilliers, France.
EpiCoV Study group

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objectives: COVID-19 disproportionately hit women, immigrants, ethno-racial minorities, and essential workers. This study examines disparities in SARS-CoV-2 seropositivity by gender and migration background in France (late 2020) and assesses how much essential worker status explains them. Methods: We grouped 30,018 workers from the EpiCoV cohort into four categories defined by gender and migration background. Worker status included seven categories: non-essential workers; high- and low-class healthcare workers (HCWs), social and educational workers (SEWs), and other essential workers (OEWs). We assessed SARS-CoV-2 seroprevalence across gender and migration-background groups. Non-linear decomposition analysis quantified the extent to which significant seropositivity differences were driven by unequal representation in essential occupations and varying infection risk within similar essential occupations. Results: SARS-CoV-2 seropositivity was lowest among men without a migration background, higher among women without a migration background, and highest among individuals with a migration background. Compared to men without a migration background, seropositivity was 1.6 percentage points higher among women without a migration background (43.7% attributed to overrepresentation among HCWs and 5.8% to greater risk within low-class HCWs), and 6.9 percentage points higher among women with a migration background (31.5% driven by their overrepresentation among HCWs and low-class SEWs, and 19.4% by stronger risks across low-class essential jobs). The 5.3-point seropositivity gap between women with and without a migration background was 33.4% attributable to stronger infection risks among low-class SEWs and low-class OEWs. Conclusions: Women bore a double burden exacerbated by their migration background: overrepresentation in certain essential jobs and elevated COVID-19 risk within these occupations.

Indexed as

EpiCoVEssential workersGender disparitiesImmigrants’ healthIntersectionalitySARS-CoV-2

Identifiers

PMID42516315
PMCPMC13404061

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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.