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Workers who got developmental feedback from AI reshaped their jobs more, three studies find

Study title: Research on the influence mechanism of AI developmental feedback on job crafting

Evidence type
Controlled or validated comparison
Sources
1 sourcePeer-reviewed
Published
2 min read
Truvace record
TRV-2026-2652cite or check it

Study title: Research on the influence mechanism of AI developmental feedback on job crafting

A peer-reviewed paper in Acta Psychologica reports three studies on how feedback from AI shapes the way employees adapt their own jobs. One was a critical incident survey and two were scenario-based experiments. Across all three, developmental feedback from AI was linked to more job crafting.

Read the study abstract

Advances in artificial intelligence (AI) are continuously reshaping the design, demand, and boundaries of job skills, leading to the marginalization of work reliant on fixed processes and repetitive knowledge. In human-AI collaborative work settings, employees must engage in job crafting to adapt to this new environment. Integrating social information processing theory (SIPT) and self-determination theory (SDT), this study proposes and tests a theoretical model to investigate the impact of AI developmental feedb…

The gain

In three studies (a critical incident survey and two scenario experiments), employees who received developmental feedback from AI engaged in more job crafting because they trusted the AI more emotionally, and personalized feedback strengthened that trust effect.

In brief

The mechanism the authors identify is affective trust: employees who received developmental feedback trusted the AI more emotionally, and that trust led them to craft their jobs more. The effect was stronger when the feedback was personalized to the employee.

The work frames human-AI collaboration as a setting in which employees must adapt as AI marginalizes work built on fixed processes and repetitive knowledge. The findings rest on survey recall and hypothetical scenarios rather than long-term observation of workplaces.

Main points

  1. The paper combines social information processing theory and self-determination theory into a model of how AI feedback affects job crafting.
  2. Study 1 was a critical incident survey; Studies 2 and 3 were scenario-based experiments.
  3. AI developmental feedback increased job crafting by raising employees' affective trust toward AI.
  4. Personalization of the AI feedback moderated the link, making the effect on affective trust stronger when feedback was more personalized.
  5. The authors frame the results as guidance for motivating employees and making work more meaningful in the age of AI.

The full story

The research starts from the premise that AI is reshaping job skills and demands, pushing out work that depends on fixed processes and repetitive knowledge. In human-AI collaborative settings, the authors argue, employees need to craft their jobs to adapt.

To test this, they ran a critical incident survey followed by two scenario-based experiments. Across the three studies, AI developmental feedback was associated with more job crafting, with affective trust toward AI acting as the pathway.

The degree of personalization mattered: the boost to affective trust from developmental feedback was larger when the feedback was tailored. The authors say this offers practical direction for organisations designing AI feedback systems.

Sources

1 on file
  1. Acta Psychologicadoi:10.1016/j.actpsy.2026.107833
    Peer-reviewed2026-09-22

Talk it over

Four questions to start onWho gets this benefit, and who was left out of the study or story?

Start with a question

Workers who got developmental feedback from AI reshaped their jobs more, three studies findhttps://truvace.com/item/research-on-the-influence-mechanism-of-ai-developmental-feedback-on-job-crafting

  1. Who gets this benefit, and who was left out of the study or story?

    The gain In three studies (a critical incident survey and two scenario experiments), employees who received developmental feedback from AI engaged in more job crafting because they trusted the AI more emotionally, and personalized feedback strengthened that trust effect.

    Answer in the thread

  2. How do we know? What can this kind of evidence show, and what can’t it?

    The evidence This rests on a controlled comparison, from Acta Psychologica.

    Answer in the thread

  3. What does it leave open? What else would you want to know before acting on it?

    The record’s own caveat Two of the three studies were scenario-based experiments, so they measure responses to described situations rather than behaviour in real workplaces over time.

    Answer in the thread

  4. Have 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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