Evidence map›Paper›PMID 42365446›Full record

ArticleAmerican journal of industrial medicine2026

Life in the Driver's Seat: A Qualitative Analysis of Rideshare Drivers' Perspectives of Their Work and Well-Being Using Reddit Posts.

Eric W Lundstrom, Beth L Hoffman, Kyla D Hagan-Haynes, Jacqueline Sivén, Jason B Colditz, Michael A Flynn, Matthew R Groenewold

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

7 authors.

Eric W LundstromDivision of Field Studies and Engineering, National Institute for Occupational Safety and Health, Centers for Disease Control and Prevention, Cincinnati, Ohio, USA.ORCID https://orcid.org/0000-0001-9776-0134
Beth L HoffmanDepartment of Behavioral and Community Health Sciences, School of Public Health, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
Kyla D Hagan-HaynesWestern States Division, National Institute for Occupational Safety and Health, Centers for Disease Control and Prevention, Denver, Colorado, USA.
Jacqueline SivénDivision of Science Integration, National Institute for Occupational Safety and Health, Centers for Disease Control and Prevention, Cincinnati, Ohio, USA.ORCID https://orcid.org/0000-0003-4553-3137
Jason B ColditzDivision of General Internal Medicine, School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.ORCID https://orcid.org/0000-0002-2811-841X
Michael A FlynnDivision of Science Integration, National Institute for Occupational Safety and Health, Centers for Disease Control and Prevention, Cincinnati, Ohio, USA.
Matthew R GroenewoldDepartment of Nutrition and Health Science, College of Health, Ball State University, Muncie, Indiana, USA.

Funding

Intramural CDC HHS CC999999
6 · The paper itself

Abstract

backgroundRideshare driving has become a common occupation within the emerging gig and platform economies. Despite offering a high degree of scheduling flexibility, rideshare driving provides little employment stability, an unstable income, and minimal employment benefits. This precarity, combined with the use of algorithmic labor management to guide drivers' actions, has garnered attention for its potential impacts on these workers' health.

methodsTo examine rideshare drivers' perspectives of their work and its implications for their well-being, this exploratory study examined posts (n = 1034) to the digital platform Reddit in the year 2024 using thematic analysis.

resultsThemes indicated that workers experience financial precarity but also appreciate the flexibility of rideshare driving. Drivers are also aware of the algorithms that guide their work and, at times, feel that these prevent them from increasing their earnings. Drivers posted about experiences with passengers-both positive and negative-while also discussing the mental stressors of ride sharing and concerns about their physical safety on the job.

conclusionsThese findings underscore the varied experiences rideshare drivers encounter in their workplace, while highlighting potential implications for their physical and mental well-being. Understanding these first-hand accounts may inform efforts to improve the well-being of platform-based workers.

Indexed as

Automobile DrivingAdultDigital MediaEmploymentFemaleHumansJob SecurityMaleMiddle AgedOccupational HealthPsychological Well-BeingQualitative ResearchWorking Conditions

Identifiers

PMID42365446
PMCPMC13456397

What OpenQuestion holds

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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.