Claims

AI applications contributed to STEM students' higher-order thinking, including problem-solving, computational thinking, and self-regulated learning

Claim · All claims
Evidence · 1 study · review r2 · q2
Currency · newest study 2022 · not yet checked against its sources · not reviewed by a person

Subclaims

Reading the evidence codes

q is the design tier, i the impact, n the sample, and the kind with its r the rigour judged within that kind: what each code means.

This claim: no standardized effect is recorded in observations/ for it yet, so no benchmark reading is possible.

q2 i? Seven reviewed studies revealed effects of AI technologies on students' higher-order thinking, such as problem-solving ability, computational thinking, and self-regulated learning skills. → Weiqi Xu and Fan Ouyang 2022

Evidence

Weiqi Xu and Fan Ouyang 2022

Weiqi Xu and Fan Ouyang. (2022). The application of AI technologies in STEM education: a systematic review from 2011 to 2021. International Journal of STEM Education. https://doi.org/10.1186/s40594-022-00377-5

q2 · i? · review · r2

The review's synthesis of higher-order thinking outcomes covers seven studies. Examples include a flowchart-based intelligent tutoring system yielding better improvement of problem-solving abilities than a control group, a deep learning-based AR system improving computational thinking, and adaptive robotic tutor scaffoldings associated with more self-regulated learning behaviors than a condition without scaffoldings.

"some studies revealed the educational effects of AI technologies on students’ higher-order thinking (N = 7), such as problem-solving ability, com- putational thinking, and self-regulated learning skills."

Discussion

Page metadata
Field Value
type claim
id ai-stem-higher-order-thinking-effects
title AI applications contributed to STEM students' higher-order thinking, including problem-solving, computational thinking, and self-regulated learning
description AI applications contributed to STEM students' higher-order thinking, including problem-solving, computational thinking, and self-regulated learning
status review
evidence_strength moderate
newest_evidence 2022
generated by process:wiki-ingest on 2026-10-16
trust unverified — no one has confirmed this page's content
sources 1 — weiqi-xu-and-fan-ouyang-2022

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