Parenting Journal · Volume 1 · Issue 3 · Licensed source edition
From Tool to Social Actor: A Systematic Review of the Psychological Mechanisms Through Which Conversational AI Reshapes the Employee Experience
Originally published 2026-09-21 · Behavioral Sciences
Multidisciplinary Digital Publishing Institute (MDPI) · DOI 10.3390/bs16091704 ↗
AI / system type
Conversational AI systems in workplace roles
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: Conversational AI systems in workplace roles. The source-specific system and study design determine what can be inferred.
Why this reading matters
The reading brings conversational AI as a tool, partner or supervisor in employee experience 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 conversational AI as a tool, partner or supervisor in employee experience. Source setting or population: 84 SSCI-indexed studies identified through Web of Science up to February 2026. 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 · Trust
When does a helpful AI tool start to feel like a colleague or a supervisor?
This systematic review examines conversational AI as a tool, partner or supervisor in employee experience. Its TRICK home is Trust, an editorial reading path rather than a claim that the paper tests the full framework.
Study context
84 SSCI-indexed studies identified through Web of Science up to February 2026
Age / stage: Workplace literature or conceptual analysis; no single child age range
Read with three questions
- When does a helpful AI tool start to feel like a colleague or a supervisor?
- What do this study’s design and population — 84 SSCI-indexed studies identified through Web of Science up to February 2026 — allow you to infer about another workplace?
- When considering conversational AI as a tool, partner or supervisor in employee experience, which decisions would need employee input before applying this reading to a working family’s circumstances?
Keep the limits in view
Cross-sectional primary evidence and a single-database search limit causal and coverage claims; conversational AI roles differ across studies.
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.
Li Liu; Ruijuan Zhang; Xin Su (2026). From Tool to Social Actor: A Systematic Review of the Psychological Mechanisms Through Which Conversational AI Reshapes the Employee Experience Behavioral Sciences. https://doi.org/10.3390/bs16091704
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.