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Workers more aware of AI at work report more job insecurity and misbehavior, review of 45 studies finds
Study title: The indirect effect of artificial intelligence awareness on counterproductive work behavior: A meta-analytic study
- Evidence type
- Systematic review or meta-analysis
- Sample
- n = 16,140
- Sources
- 1 sourcePeer-reviewed
- Published
- 1 min read
- Truvace record
- TRV-2026-2703cite or check it
Study title: The indirect effect of artificial intelligence awareness on counterproductive work behavior: A meta-analytic study
A meta-analysis pooled 45 independent studies covering 16,140 participants to test how awareness of AI in the workplace relates to counterproductive work behavior. AI awareness was positively associated with both job insecurity and counterproductive behavior.
Read the study abstract
BackgroundAs artificial intelligence (AI) becomes increasingly integrated into the workplace, an important question concerns how employees respond when technological change is perceived as threatening rather than beneficial. Prior studies have examined several mechanisms linking AI awareness to employee attitudes and behaviors, but these mechanisms are often studied separately, limiting understanding of the broader psychological process underlying adverse employee reactions.ObjectiveThis study examines the media…
The problem
A meta-analysis of 45 studies with 16,140 participants found that greater awareness of AI at work was positively linked to job insecurity and counterproductive work behavior, including a substantial direct effect on that behavior.
In brief
The researchers tested a sequence in which AI awareness raises job insecurity, which fuels a sense that the employer has broken its promises (psychological contract breach), which in turn is linked to counterproductive behavior. That sequential path was significant but modest.
A substantial direct effect of AI awareness on counterproductive behavior remained after accounting for that path. The authors conclude that other psychological and organizational mechanisms probably shape how employees react to AI-related change.
Main points
- The analysis pooled 45 independent studies with 16,140 participants using meta-analytic structural equation modeling.
- AI awareness was positively associated with job insecurity and with counterproductive work behavior.
- Job insecurity was positively associated with psychological contract breach, which was positively associated with counterproductive work behavior.
- The sequential indirect effect through job insecurity and contract breach was significant but modest.
- A substantial direct effect of AI awareness on counterproductive behavior remained, pointing to other mechanisms.
The full story
The study addresses how employees respond when technological change is seen as threatening rather than beneficial. Earlier research examined mechanisms linking AI awareness to employee attitudes and behavior, but mostly one at a time.
Using a pooled true-score correlation matrix, the authors tested job insecurity and psychological contract breach together as sequential mediators between AI awareness and counterproductive work behavior.
The results show the sequential pathway is real but relatively small, while the direct association is large. The authors say this implies additional psychological and organizational factors contribute to negative responses to workplace AI change.
Sources
1 on file- WORK: A Journal of Prevention, Assessment & Rehabilitationdoi:10.1177/10519815261492674
Talk it over
Who carries this cost, and what would have to change to prevent it?
Workers more aware of AI at work report more job insecurity and misbehavior, review of 45 studies findshttps://truvace.com/item/the-indirect-effect-of-artificial-intelligence-awareness-on-counterproductive-wo
Who carries this cost, and what would have to change to prevent it?
The problem A meta-analysis of 45 studies with 16,140 participants found that greater awareness of AI at work was positively linked to job insecurity and counterproductive work behavior, including a substantial direct effect on that behavior.
Answer in the threadHow do we know? What can this kind of evidence show, and what can’t it?
The evidence This rests on a systematic review or meta-analysis with a sample of 16,140, from WORK: A Journal of Prevention, Assessment & Rehabilitation.
Answer in the threadWhat does it leave open? What else would you want to know before acting on it?
The record’s own caveat The sequential path through job insecurity and psychological contract breach was only modest, and a substantial direct effect remained, so the mediators explain only part of the link.
Answer in the threadHave you seen AI used this way where you study, work or live? Did it go the same way?
Answer in the thread
The questions are the same on every record. The details under them are taken from this record as written.
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