Evidence map›Paper›PMID 31533963›Full record

ArticleJournal of epidemiology and community health2019

Layoffs and the mental health and safety of remaining workers: a difference-in-differences analysis of the US aluminium industry.

Holly Elser, Eli Ben-Michael, David Rehkopf, Sepideh Modrek, Ellen A Eisen, Mark R Cullen

Abstract read
In one paragraph

Article in Journal of epidemiology and community health, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Layoffs in automobile manufacturing and mortality among remaining workers.Journal of epidemiology and community health · 2026
    Article
  2. Article
  3. Article
  4. Article
  5. Suicide, overdose and worker exit in a cohort of Michigan autoworkers.Journal of epidemiology and community health · 2020
    Article
  6. 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

6 authors.

Holly ElserSchool of Public Health, Division of Epidemiology, University of California Berkeley, Berkeley, California, USA hollys1@stanford.edu.ORCID 0000-0003-1781-904X
Eli Ben-MichaelDepartment of Statistics, University of California Berkeley, Berkeley, California, USA.
David RehkopfDepartment of Medicine, Stanford University, Stanford, California, USA.ORCID 0000-0002-7597-6513
Sepideh ModrekDepartment of Economics, San Francisco State University, Health Equity Institute, San Francisco, California, USA.
Ellen A EisenDepartment of Environmental Health Sciences, UC Berkeley School of Public Health, Berkeley, California, USA.
Mark R CullenDepartment of Population Health Sciences, Stanford University School of Medicine, Stanford, California, USA.

Funding

Risk factors for Alzheimer's Disease and Related Dementia: Evidence from a Large Occupational CohortR01AG026291 · NIA · YALE UNIVERSITY · PI CANTLEY, LINDA, EISEN, ELLEN AURA · 2006 to 2021
$12.9M
Determinates of Depression Among Female Blue-Collar WorkersF31MH112246 · NIMH · UNIVERSITY OF CALIFORNIA BERKELEY · PI ELSER, HOLLY · 2017 to 2019
$64k
ACL HHS R01OH009939NIA NIH HHS R01 AG026291NIMH NIH HHS F31 MH112246NIOSH CDC HHS R01 OH009939
6 · The paper itself

Abstract

backgroundRelatively few studies have examined the effects of layoffs on remaining workers, although the effects of layoffs and downsizing events may extend beyond those employees who lose their jobs.

methodsWe examined the effects of layoffs on mental healthcare utilisation and injury risk among workers at 30 US plants between 2003 and 2013. We defined layoffs as reductions in the hourly workforce of 20% or more at each plant. Using a difference-in-differences approach, we compared the change in outcomes during layoffs versus the same 3-month period 1 year previously, accounting for secular trends with control plants.

resultsOur study population included 15 502 workers and 7 layoff events between 2003 and 2013. Layoffs were associated with only minor decreases in injuries (-0.006, 95% CI -0.013 to 0.001). The probability of outpatient visits related to mental health increased by 1% during layoffs (0.010, 95% CI 0.003 to 0.017), and the probability of mental health-related prescriptions increased by 1.4% (0.014, 95% CI -0.0006 to 0.027). Among women, the increase in outpatient visits was more pronounced (0.017, 95% CI 0.003 to 0.031). Increased prescription utilisation appeared attributable primarily to opioid use (0.016, 95% CI 0.005 to 0.027).

conclusionOur results indicate an association between layoffs and remaining workers' mental health and safety, although changes mental healthcare utilisation may reflect both changes in underlying mental health and changes in care-seeking. Future research on concordance of service utilisation and underlying health may yield valuable insight into the experiences employed workers in the wake of layoffs.

Indexed as

IndustryAdultAluminumAnxietyDepressionEmploymentFemaleHumansMaleMental HealthMental Health ServicesMiddle AgedPersonnel DownsizingStress, PsychologicalUnemploymentWorkforceAluminuminjurymental healthworkplace

Identifiers

PMID31533963
PMCPMC10443429

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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.