Evidence map›Paper›PMID 42620737›Full record

ArticleFrontiers in psychology2026

Organizational dehumanization and gig workers' outcomes: a moderated mediation model of psychological distress and family recognition of work.

Hu Ying, Lidong He, Jie Liu, Xiaofu Pan

Abstract read
In one paragraph

Article in Frontiers in psychology, 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

4 authors.

Hu YingCollege of State Governance, Southwest University, Chongqing, China.
Lidong HeSchool of Marxism Studies, Chongqing University of Chinese Medicine, Chongqing, China.
Jie LiuCollege of State Governance, Southwest University, Chongqing, China.
Xiaofu PanCollege of State Governance, Southwest University, Chongqing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Platform work is increasingly organized through algorithmic rules and standardized performance systems that may leave workers feeling treated as replaceable instruments rather than as full persons. Drawing on the Job Demands-Resources (JD-R) model, this study examined whether psychological distress mediates the associations between organizational dehumanization and gig workers' flourishing and commitment to service quality, and whether family recognition of work moderates this process. Methods: Data were collected from married food-delivery and ride-hailing platform workers in China across three waves separated by 1-week intervals. The analytic sample comprised 281 participants. Results: Organizational dehumanization was positively associated with psychological distress, which in turn was negatively associated with both flourishing and commitment to service quality. Family recognition of work weakened the association between organizational dehumanization and psychological distress and attenuated the indirect associations between organizational dehumanization and both outcomes through psychological distress. Discussion: Family recognition of work may serve as a supplementary cross-domain resource for gig workers, while reducing dehumanizing conditions in platform work remains the primary intervention target.

Indexed as

commitment to service qualityfamily recognition of workflourishinggig workerjob demands-resources modelorganizational dehumanizationpsychological distress

Identifiers

PMID42620737
PMCPMC13485706

What OpenQuestion holds

Textmetadata
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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 OpenQuestion graph.