Parenting Journal · Volume 2 · Issue 5 · Licensed source edition
The Influence of Prior Perception, Attitude, and Immediate Knowledge of AI on Adolescents’ Preferences for High- and Low-Replaceable Jobs
Originally published 2026-01-05 · Behavioral Sciences
Multidisciplinary Digital Publishing Institute (MDPI) · DOI 10.3390/bs16010072 ↗
AI / system type
AI-literacy/career-information experiment; no AI making career recommendations
Child-facing evidenceExamines children or child-focused systems. Transfer to everyday family life must be assessed separately.
The AI connection
AI familiarity, attitudes, and an information manipulation about AI-related job replaceability are the central study variables.
Why this reading matters
Adds a practical family topic—career planning—to AI literacy, with a counterintuitive result that rewards thoughtful discussion.
Editorial reading guide · Independence
How can we discuss AI and future careers without letting a prediction decide my child’s aspirations?
Connects Independence to making future-oriented decisions when confronted with claims about AI and jobs. Immediate AI information was associated with lower preference ratings for both high- and low-replaceability careers, while pre-existing familiarity and positive attitudes showed different associations. The finding invites careful interpretation of fear, information, and choice.
Study context
836 students from one multi-campus middle school in southwest China after response-quality exclusions
Age / stage: 10.25–17.42 years; mean 13.98 years
Read with three questions
- What information did the experimental group receive, and what did the comparison group receive?
- Why might preference ratings fall for both categories rather than simply shift toward supposedly safer jobs?
- How would we distinguish an immediate questionnaire response from a lasting, informed career decision?
Keep the limits in view
One Chinese school context and self-reported preferences limit transfer. The control group received no parallel material, and short-term ratings are not actual career choices. Familiarity/trust associations are observational; the study does not show that increasing trust in AI improves future employment.
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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.
Huanlei Wang; Xiaoxiong Lai; Shunsen Huang; Xinran Dai; Xinmei Zhao; Yun Wang; Stacey Neuharth-Pritchett (2026). The Influence of Prior Perception, Attitude, and Immediate Knowledge of AI on Adolescents’ Preferences for High- and Low-Replaceable Jobs Behavioral Sciences. https://doi.org/10.3390/bs16010072
Permissions checked against the saved article notice; repository publication notices screened 2026-11-04. This is not a new peer-review decision. The source authors and publishers are not represented as endorsing this issue.