Evidence map›Paper›PMID 31919662›Full record

ArticleInternational archives of occupational and environmental health2020

Opioid use disorder, job strain, and high physical job demands in US workers.

BongKyoo Choi

Abstract read
PubMed Publisher
In one paragraph

Article in International archives of occupational and environmental health, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed
6.2field-weighted citation impact, top 3% of its field
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

13 citing papers in PubMed, 36 citations in OpenAlex.

  1. Straining Under Contradiction? Contradictory Class Locations and Job Strain in the United States.International journal of social determinants of health and health services · 2026
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  8. Effort-Reward Imbalance at Work and Prescription Drug Misuse-Prospective Evidence from Germany.International journal of environmental research and public health · 2022
    Article
  9. The Effects of the Opioid Crisis on Agricultural Industries.International journal of environmental research and public health · 2022
    Article
  10. Effort-Reward Imbalance at Work and Drug Misuse: Evidence from a National Survey in the U.S.International journal of environmental research and public health · 2021
    Article
  11. NIOSH Responds to the U.S. Drug Overdose Epidemic.New solutions : a journal of environmental and occupational health policy : NS · 2021
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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

1 author at 1 institution in 1 country.

BongKyoo ChoiDepartment of Medicine and Program in Public Health, University of California Irvine, 100 Theory, Suite 100, Irvine, CA, 92617, USA. b.choi@uci.edu.
University of California, Irvine · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeLittle is known about the work environmental risk factors for opioid use disorder (OUD) in working populations. The purpose of this study is to examine whether adverse physical and psychosocial working conditions are associated with OUD in a working population of the United States (US).

methodsAmong the participants of the National Survey of Midlife Development in the United States (MIDUS) II Study (2004-2006), 2134 workers (1059 men and 1075 women; mean age, 51 years) were chosen for this study. OUD was measured with self-administered questions in line with the Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition (DSD-5). Physical demands (physical efforts, heavy lifting, and crouching/stooping/kneeling) and psychosocial work stressors (skill discretion, decision authority, job control, psychological job demands, supervisor and coworker support at work, job insecurity, and work hours) were measured with a standard questionnaire.

resultsThe prevalence of OUD was 3.8%. In multivariate analyses, low skill discretion, high psychological job demands, job strain (a combination of low control and high demands), and high physical job demands were significantly associated with OUD. The multivariate prevalence ratios for OUD by job strain and frequent heavy lifting were 1.98 (1.27-3.10) and 2.23 (1.22-4.10), respectively. Job strain was more strongly associated with OUD in men, while high physical job demands were more strongly associated with OUD in women.

conclusionThis study implies that adverse physical and psychosocial working conditions may be important risk factors for OUD in US working populations. Future longitudinal and mechanistic studies are urgently warranted.

Indexed as

WorkloadAdultCross-Sectional StudiesFemaleHumansLiftingMaleMiddle AgedOccupational StressOpioid-Related DisordersPhysical ExertionProfessional AutonomyRisk FactorsSocial SupportUnited StatesWorkplaceJob strainMIDUSOpioidPhysical demandsPsychosocialUnited States

Identifiers

PMID31919662
OpenAlexW3000275204

What OpenQuestion holds

Textmetadata
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 OpenQuestion graph.