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Parenting Journal · Volume 2 · Issue 5 · Licensed source edition

Exploring Middle School Students’ Interactions and Perceptions of Using Generative AI in STEAM Learning Environments

Originally published 2026-09-11 · Behavioral Sciences
Multidisciplinary Digital Publishing Institute (MDPI) · DOI 10.3390/bs16091626 ↗

IndependenceExploratory interaction-log and interview studyCC BY 4.0
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AI / system type

Generative AI/LLM in instructor-supported STEAM activities

Child-facing evidence

Examines children or child-focused systems. Transfer to everyday family life must be assessed separately.

The AI connection

Students interacted with generative AI during mathematics-engineering and mathematics-arts tasks; logs and interviews examined that use.

Why this reading matters

Makes cognitive delegation visible through actual student interactions, giving parents a useful starting point for conversations about ownership of schoolwork.

Editorial reading guide · Independence

When AI helps with a project, what decisions and checks should remain my child’s?

Offers a concrete example of high satisfaction and trust coexisting with limited verification and little sense of accomplishment. Students mainly retrieved information and copied instructions, making the article useful for discussing which thinking a learner should keep doing when an answer is readily available.

Study context

12 students in Zhejiang, China, working in six groups during two 120-minute STEAM modules

Age / stage: 13–14 years; eighth grade

Read with three questions

  1. Where did the students request information instead of evaluating or revising an AI suggestion?
  2. What could a prompt or adult question change so the learner explains a choice before receiving more help?
  3. How do the students’ satisfaction and limited accomplishment complicate the idea that an enjoyable tool supports agency?

Keep the limits in view

The small, gender-imbalanced convenience sample, off-campus setting, short exposure, and absent comparison group preclude effectiveness claims. Module order and different instructors were confounded; researchers also supplied prompting help and conducted the interviews. Classroom/home transfer and sustained independence were not measured.

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Attribution & reuse

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.

Qianhui Zhao; Shuhui Li; Muhammad Rahimi (2026). Exploring Middle School Students’ Interactions and Perceptions of Using Generative AI in STEAM Learning Environments Behavioral Sciences. https://doi.org/10.3390/bs16091626

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.