Evidence map›Paper›PMID 40238552›Full record

ArticleInternational journal of environmental research and public health2025

Extending a COVID-19 Job Exposure Matrix: The SARS-CoV-2 or COVID-19 Job Exposure Matrix Module (SCoVJEM Module) for Population-Based Studies.

Ximena P Vergara, Kathryn Gibb, David P Bui, Elisabeth Gebreegziabher, Elon Ullman, Kyle Peerless

Abstract read
In one paragraph

Article in International journal of environmental research and public health, 2025. 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

6 authors.

Ximena P VergaraHeluna Health, 3300 Crossroads Pkwy. N #450, City of Industry, CA 91746, USA.
Kathryn GibbCalifornia Department of Public Health, Occupational Health Branch, 850 Marina Bay Pkwy. P-3, Richmond, CA 94804, USA.ORCID 0000-0002-6044-5867
David P BuiHeluna Health, 3300 Crossroads Pkwy. N #450, City of Industry, CA 91746, USA.
Elisabeth GebreegziabherHeluna Health, 3300 Crossroads Pkwy. N #450, City of Industry, CA 91746, USA.ORCID 0000-0003-2454-5016
Elon UllmanHeluna Health, 3300 Crossroads Pkwy. N #450, City of Industry, CA 91746, USA.
Kyle PeerlessCalifornia Department of Public Health, Occupational Health Branch, 850 Marina Bay Pkwy. P-3, Richmond, CA 94804, USA.ORCID 0009-0003-9892-3910

Funding

CDC HHS Epidemiology and Laboratory Capacity for Infectious Diseases, Cooperative Agreement Number 6 NU50CK000539NCEZID CDC HHS U01 CK000539
6 · The paper itself

Abstract

The risk of workplace SARS-CoV-2 transmission is increased by aerosolization or droplets and increased respiratory rates or increased viral stability in cold environments. Few methods exist for identifying occupational risks of SARS-CoV-2 transmission. We extended a SARS-CoV-2 job exposure matrix (JEM) into four dimensions, talking loudly (Loud) (very loud, loud, somewhat loud, or not), physical activity (PA) (high, medium or low), and cold (Cold) (cold or not) and hot environments (Hot) (hot or not), using data from the Occupational Information Network (O*NET) and a priori questions for each and noise measurements for 535 occupations. We classified 70%+ occupations as loud or very loud (74.6%); whereas 13.8% were high PA, 18.5% exposed to cold, and 23.7% exposed to hot temperatures. Applying to California 2019 workforce data to explore by race/ethnicity and sex, we found 21.2% worked in very loud and 12.6% in high PA occupations and 15.7% in cold and 17.8% hot environments. Latino workers were highly represented in very loud and high PA levels among farming (83.8 and 78.4%) and construction (58.7% and 50.3%). More males worked in each highest exposure level than females. This JEM provides aerosol transmission proxies for COVID-19 risk factors and merits investigation as a tool for epidemiologic studies.

Indexed as

COVID-19Occupational ExposureAdultCaliforniaFemaleHumansMaleMiddle AgedOccupationsSARS-CoV-2aerosolsCOVID-19job exposure matrixoccupational exposure assessment

Identifiers

PMID40238552
PMCPMC11942199

What Socratic 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 Socratic graph.