Parenting Journal · Volume 1 · Issue 3 · Licensed source edition
AI-induced job crafting: a systematic review of cognitive appraisal pathways
Originally published 2026-03-31 · Frontiers in Psychology
Frontiers Media SA · DOI 10.3389/fpsyg.2026.1788385 ↗
AI / system type
AI-related perceptions, challenge and threat appraisal in job-crafting research
Workplace evidenceExamines workers, organizations or AI at work. Participants are not necessarily parents; family benefits are not established by this evidence alone.
The AI connection
System or context examined: AI-related perceptions, challenge and threat appraisal in job-crafting research. The source-specific system and study design determine what can be inferred.
Why this reading matters
The reading brings cognitive appraisals and the different forms of AI-related job crafting into a concrete discussion of humane work during technological change. It offers systematic review evidence or analysis, not a promise of organizational or family benefit.
Workplace evidence
Work, care and the whole person.
The workplace lens is cognitive appraisals and the different forms of AI-related job crafting. Source setting or population: 15 included studies of AI perceptions and employee job crafting. Parenting and child-development outcomes are not inferred from the workplace evidence.
Examines workers, organizations or AI at work. Participants are not necessarily parents; family benefits are not established by this evidence alone.
Editorial reading guide · Independence
What is the difference between adapting to AI and retreating from meaningful work?
This systematic review examines cognitive appraisals and the different forms of AI-related job crafting. Its TRICK home is Independence, an editorial reading path rather than a claim that the paper tests the full framework.
Study context
15 included studies of AI perceptions and employee job crafting
Age / stage: Workplace literature or conceptual analysis; no single child age range
Read with three questions
- What is the difference between adapting to AI and retreating from meaningful work?
- What do this study’s design and population — 15 included studies of AI perceptions and employee job crafting — allow you to infer about another workplace?
- When considering cognitive appraisals and the different forms of AI-related job crafting, which decisions would need employee input before applying this reading to a working family’s circumstances?
Keep the limits in view
Small, heterogeneous bodies of primary evidence limit generalization; a review cannot turn correlational findings into causal ones.
The text below is the original article’s licensed repository edition. Its wording is not rewritten. Use the Paper Agent beside the text to locate evidence; open the source for figures, tables and complete context.
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Follow the original.
Original authorship, publication date, journal and DOI are preserved. This issue’s TRICK placement and reading questions are editorial additions, not claims made by the original authors.
Zhongrui Qiao (2026). AI-induced job crafting: a systematic review of cognitive appraisal pathways Frontiers in Psychology. https://doi.org/10.3389/fpsyg.2026.1788385
Permissions checked against the saved article notice; repository publication notices screened 2026-11-05. This is not a new peer-review decision. The source authors and publishers are not represented as endorsing this issue.