Evidence mapPaperPMID 40662947Full record

ArticleAmerican journal of industrial medicine2025

Platform-Mediated Gig Work and Health: A Scoping Review.

Claire E Margerison, Grace E Joachim, Tim R Michling, Candice Y Johnson

Abstract readScoping Review
In one paragraph

Article in American journal of industrial medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

4 authors.

Claire E MargerisonDepartment of Epidemiology and Biostatistics, College of Human Medicine, Michigan State University, East Lansing, Michigan, USA.
Grace E JoachimDepartment of Epidemiology and Biostatistics, College of Human Medicine, Michigan State University, East Lansing, Michigan, USA.ORCID 0000-0003-1506-478X
Tim R MichlingDepartment of Epidemiology and Biostatistics, College of Human Medicine, Michigan State University, East Lansing, Michigan, USA.ORCID 0009-0003-0460-2711
Candice Y JohnsonDepartment of Epidemiology and Biostatistics, College of Human Medicine, Michigan State University, East Lansing, Michigan, USA.

Funding

The authors received no specific funding for this work.
6 · The paper itself

Abstract

backgroundWe sought to assess the size, depth, and rigor of empirical literature on platform-mediated gig work and health.

methodsWe conducted a scoping review of peer-reviewed studies from January 1, 2000, through May 29, 2024, that examined platform-mediated gig work and any measure of physical or mental health. We abstracted country, study design, population, sample size, exposure measure, and health outcome. We assessed whether the study addressed any of three potential mechanisms connecting gig work and health: occupational hazards, social determinants, or the specific nature of digital platforms.

resultsWe identified 45 total studies examining transportation safety (n = 12), work-related injuries (n = 4), other physical health outcomes (n = 5), COVID-19 vulnerabilities (n = 10), mental health (n = 10), mental well-being (n = 18), and safety (n = 12). These categories were not mutually exclusive. Cross-sectional and qualitative studies identified physical and mental health problems among gig workers, but the literature lacks study population-representative designs, prospective data, comparisons of gig workers to other similar non-gig workers (i.e., external comparison groups), and validated measures of physical health.

conclusionsPlatform-mediated gig work may have unique impacts on health, but causal evidence is lacking. Future research should examine how the nature of digital platforms-specifically, algorithmic control, ratings, and surveillance-impacts health of workers.

Indexed as

Occupational HealthTeleworkingCOVID-19Health StatusHumansMental HealthOccupational InjuriesSARS-CoV-2gig economygig workerhealth and well‐beingoccupational healthoccupational health disparitiesplatform work

Identifiers

PMID40662947
PMCPMC12337627

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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Registered trials

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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 Socratic graph.