Evidence map›Paper›PMID 42193642›Full record

ArticleBehavioral sciences (Basel, Switzerland)2026

The Impact of Perceived Algorithmic Control on Gig Workers' Turnover Intention: Mediating Roles of Perceived Usefulness and Psychological Contract Breach.

Anbo Wu, Shihao Zhang, Linhui Sun, Xiaofang Yuan, Xinping Wang

Abstract read
In one paragraph

Article in Behavioral sciences (Basel, Switzerland), 2026. 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

5 authors.

Anbo WuSchool of Management, Xi'an University of Science and Technology, Xi'an 710054, China.
Shihao ZhangSchool of Management, Xi'an University of Science and Technology, Xi'an 710054, China.
Linhui SunSchool of Management, Xi'an University of Science and Technology, Xi'an 710054, China.
Xiaofang YuanSchool of Management, Xi'an University of Science and Technology, Xi'an 710054, China.
Xinping WangSchool of Management, Xi'an University of Science and Technology, Xi'an 710054, China.

Funding

Ministry of Education No. 23XJCZH016Ministry of Education No. 23YJAZH127Youth Project of Natural Science Basic Research Program of Shaanxi Province No. 2024JC-YBQN-0749
6 · The paper itself

Abstract

In recent years, digital technologies have been widely applied in the gig economy, and platform algorithms have become the core tool for managing gig workers. This study collected data through a multi-phase questionnaire survey and conducted empirical regression tests and fuzzy-set Qualitative Comparative Analysis (fsQCA). It explored how perceived algorithmic control affected gig workers' turnover intention through psychological contract breach and perceived usefulness, analyzed the moderating role of time pressure, and investigated its relevant configurational pathways. The results indicated that perceived algorithmic control negatively affected gig workers' turnover intention. Psychological contract breach and perceived usefulness both partially mediated the relationship between perceived algorithmic control and turnover intention. Time pressure negatively moderated the relationship between perceived algorithmic control and perceived usefulness, thereby weakening the indirect effect of perceived algorithmic control on turnover intention via perceived usefulness; however, it did not significantly moderate the relationship between perceived algorithmic control and psychological contract breach. Configurational analysis revealed that high psychological contract breach served as a core condition leading to turnover intention, and its combination with low perceived usefulness or low perceived algorithmic control constituted multiple pathways toward high turnover intention. This study extends the literature on the behavioral consequences of perceived algorithmic control and provides theoretical insights and practical implications for gig platforms seeking to optimize algorithm design, alleviate time pressure, and reduce worker turnover.

Indexed as

perceived algorithmic controlperceived usefulnesspsychological contract breachtime pressureturnover intention

Identifiers

PMID42193642
PMCPMC13203194

What OpenQuestion holds

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LicenceCC BY
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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.