Evidence map›Paper›PMID 42186436›Full record

ArticleAmerican journal of industrial medicine2026

The Epidemiology of Working Life: Reorganizing Occupational Health Science Around Work-Structured Exposure Systems.

Yorghos Apostolopoulos

Abstract read
In one paragraph

Article in American journal of industrial medicine, 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

1 author.

Yorghos ApostolopoulosProlepsis: Partners in Prevention Inc., Orlando, Florida, USA.ORCID 0000-0002-8295-5577

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Occupational epidemiology has played a central role in identifying workplace hazards and informing prevention. However, its focus on discrete exposures, bounded worksites, and linear models is insufficient to capture how contemporary work shapes health. Many risks arise not from isolated hazards, but from cumulative, interacting exposures generated by work organization that extend beyond the workplace and accumulate across working life. This paper proposes the Epidemiology of Working Life (EWL) as a framework for reorganizing occupational health science. Anchored in the working-life-exposome, EWL centers analysis on work-structured exposure systems-structures that generate recurring configurations of co-occurring exposures under specific employment conditions. EWL changes what counts as exposure, how risk is analyzed, and where prevention can act. Rather than treating work as a setting of discrete hazards, EWL treats it as a system that generates and distributes risk across working life. EWL shifts the unit of inference from individual hazards to recurring exposure configurations and the systems that generate them. This shift enables earlier detection of risk and identifies intervention points that reduce multiple harms simultaneously-less visible in hazard-by-hazard approaches. EWL yields three prevention-oriented outputs: (1) recurrent exposure configurations associated with elevated risk, (2) upstream drivers that generate and sustain them, and (3) early-warning indicators for anticipatory intervention. Proof-of-concept scenarios illustrate how EWL reveals prevention opportunities obscured when exposures are examined in isolation. By centering occupational health science on work-structured exposure systems, EWL strengthens alignment between epidemiological evidence and prevention in contexts where risks are cumulative, interacting, and structured by employment conditions.

Indexed as

Occupational DiseasesOccupational ExposureOccupational HealthHumansWorking ConditionsWorkplaceepidemiology of working lifeexposomicsexposure systemshealth equitylifecourse epidemiologyoccupational epidemiologysystems epidemiologyworking‐life‐exposome

Identifiers

PMID42186436
PMCPMC13350430

What Socratic 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 Socratic graph.