ChatGPT applications in STEAM IBL cluster in the investigation, conceptualization and discussion phases, leaving orientation and conclusion largely unexplored¶
Claim · All claims
Evidence · 1 study · reviewr2·q3
Currency · newest study 2026 · not yet checked against its sources · not reviewed by a person
Subclaims¶
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q3 i? Across the 24 articles, ChatGPT was most frequently applied in the investigation phase (n = 20), followed by conceptualization (n = 17) and discussion (n = 13), with far fewer studies in orientation (n = 5) and conclusion (n = 8). → Haozhe Jiang 2026
Evidence¶
Haozhe Jiang 2026¶
Haozhe Jiang, Yixin Li, Ritesh Chugh, Yueyou Xin and Hongyu Cheng. (2026). The AI-powered co-inquirer: a systematic review of ChatGPT for inquiry-based learning in STEAM education. International Journal of STEM Education. https://doi.org/10.1186/s40594-026-00628-9
q3 · i? · review · r2
RQ2 phase-distribution analysis of phase occurrences across the 24 articles (Fig. 8); because studies involved ChatGPT in multiple stages, total occurrences exceeded 24. The review separately reports orientation (n = 5) and conclusion (n = 8) as underrepresented.
"The results show that ChatGPT was most frequently applied in the investigation phase (n = 20), followed by the conceptualization (n = 17) and discussion phases (n = 13)."
Discussion¶
Related Claims¶
- Research on ChatGPT-supported STEAM inquiry-based learning is unevenly distributed across disciplines, concentrated in science and mathematics — related
- ChatGPT-supported STEAM IBL research is split evenly between K-12 and higher education, but undergraduates dominate and no study examined elementary learners — related
- Systematic review identifies five distinct general inquiry phases: Orientation, Conceptualization, Investigation, Conclusion, and Discussion — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
chatgpt-ibl-phase-coverage-imbalance |
title |
ChatGPT applications in STEAM IBL cluster in the investigation, conceptualization and discussion phases, leaving orientation and conclusion largely unexplored |
description |
ChatGPT applications in STEAM IBL cluster in the investigation, conceptualization and discussion phases, leaving orientation and conclusion largely unexplored |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2026 |
generated |
by process:wiki-ingest on 2026-10-11 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — haozhe-jiang-2026 |
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