Trial reportPloS one2021
Excess mortality associated with the COVID-19 pandemic among Californians 18-65 years of age, by occupational sector and occupation: March through November 2020.
Trial report in PloS one, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 155 papers, 1 of them a synthesis that pooled 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.
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.
Who cites it
155 citing papers in PubMed, 1 synthesis or guideline pooled it, 251 citations in OpenAlex.
- The Work Environment during Coronavirus Epidemics and Pandemics: A Systematic Review of Studies Using Quantitative, Qualitative, and Mixed-Methods Designs.International journal of environmental research and public health · 2022Pooled it
- State-level paid sick leave: impacts of policy design on access by immigrant workers.Health affairs scholar · 2026Article
- Global patterns of communicable disease risk and prevention in migrant populations: A systematic literature review and meta-analysis.Public health in practice (Oxford, England) · 2026Article
- Continuity of Care at the Edges of America: Rethinking Health for Migrant and Seasonal Agricultural Workers in the U.S. Midwest.Journal of community health · 2026Article
- Vaccination and hybrid immunity is associated with SARS-CoV-2 protection but not shedding duration in rural Guatemalan households.Research square · 2026Article
- Missing Occupation, Missing Risk: Insights From COVID-19 Case Investigation Data in Busan, South Korea.Journal of preventive medicine and public health = Yebang Uihakhoe chi · 2026Article
- The role of vaccination, underlying health conditions, and working in healthcare in the socioeconomic disparities in COVID-19 hospitalization: a mediation analysis using interventional effect models.BMC infectious diseases · 2026Article
- Article
- Changing socioeconomic inequalities in the incidence and case fatality rates of COVID-19 in Germany, March 2020 through May 2022: an ecological study.BMC public health · 2025Article
- Workplace Exposures Vary Across Neighborhoods in the US: Implications on Social Vulnerability and Racial/Ethnic Health Disparities.Journal of racial and ethnic health disparities · 2025Article
- Temporal Trends of Early COVID-19 Infections in New York City Transit Workers and Residents: March 01, 2020-May 02, 2020.Journal of urban health : bulletin of the New York Academy of Medicine · 2025Article
- Precision public health after Covid-19: a scoping review.International journal for equity in health · 2025Article
- The Mental Health of Essential Workers during the COVID-19 Pandemic: The Role of U.S. State-level Policies.Society and mental health · 2025Article
- Excess mortality in older adults and cumulative excess mortality across all ages during the COVID-19 pandemic in the 20 countries with the highest mortality rates worldwide.Osong public health and research perspectives · 2025Article
- Associations between local COVID-19 policies and anxiety in the USA: a longitudinal digital cohort study.BMJ public health · 2025Article
- COVID-19 testing experiences and attitudes among young adults and socially isolated older adults living in public housing, New York City (2022).Frontiers in public health · 2025Article
- Timing of Infection as a Key Driver of Racial/Ethnic Disparities in Coronavirus Disease 2019 Mortality Rates During the Prevaccine Period.Open forum infectious diseases · 2025Article
- Article
- Heterogeneity in Damages from A Pandemic.The review of economics and statistics · 2024Article
- Excess mortality during COVID-19 pandemic in Bangladesh - evidence from a rural survey.Journal of global health · 2024Article
95 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors at 1 institution in 1 country.
Funding
Abstract
backgroundThough SARS-CoV-2 outbreaks have been documented in occupational settings and in-person essential work has been suspected as a risk factor for COVID-19, occupational differences in excess mortality have, to date, not been examined. Such information could point to opportunities for intervention, such as vaccine prioritization or regulations to enforce safer work environments. METHODS AND
findingsUsing autoregressive integrated moving average models and California Department of Public Health data representing 356,188 decedents 18-65 years of age who died between January 1, 2016 and November 30, 2020, we estimated pandemic-related excess mortality by occupational sector and occupation, with additional stratification of the sector analysis by race/ethnicity. During these first 9 months of the COVID-19 pandemic, working-age adults experienced 11,628 more deaths than expected, corresponding to 22% relative excess and 46 excess deaths per 100,000 living individuals. Sectors with the highest relative and per-capita excess mortality were food/agriculture (39% relative excess; 75 excess deaths per 100,000), transportation/logistics (31%; 91 per 100,000), manufacturing (24%; 61 per 100,000), and facilities (23%; 83 per 100,000). Across racial and ethnic groups, Latino working-age Californians experienced the highest relative excess mortality (37%) with the highest excess mortality among Latino workers in food and agriculture (59%; 97 per 100,000). Black working-age Californians had the highest per-capita excess mortality (110 per 100,000), with relative excess mortality highest among transportation/logistics workers (36%). Asian working-age Californians had lower excess mortality overall, but notable relative excess mortality among health/emergency workers (37%), while White Californians had high per-capita excess deaths among facilities workers (70 per 100,000).
conclusionsCertain occupational sectors are associated with high excess mortality during the pandemic, particularly among racial and ethnic groups also disproportionately affected by COVID-19. In-person essential work is a likely venue of transmission of coronavirus infection and must be addressed through vaccination and strict enforcement of health orders in workplace settings.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.