Perceived difficulty of designing a laboratory manual remained unchanged after the AI-supported project¶
Claim · All claims
Evidence · 1 study · designr2·q2
Currency · newest study 2026 · 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? Agreement with the statement about difficulty in developing a laboratory manual remained at similar proportions with unchanged median. → Yim 2026
Evidence¶
Yim 2026¶
Yim, K.-H.; Lui, M. Y. (2026). Supporting Undergraduate Students' Learning in Practical Chemistry Courses through AI-Supported Experimental Design. Journal of Chemical Education. https://doi.org/10.1021/acs.jchemed.5c01311
q2 · i? · design · r2
Postsurvey item on perceived difficulty showed no change from presurvey. Interviews attributed persistent difficulty to unfamiliarity with analytical instruments and dependence on experienced staff.
"Agreement with the statement about the difficulty in developing a laboratory manual remained at similar proportions, and the median remained unchanged (Figure 2, Q4)"
Discussion¶
Related Claims¶
- AI-supported lab manual design increased students' confidence in troubleshooting and data analysis — related
- AI-supported lab manual design increased students' confidence in experimental design in an upper-division analytical chemistry laboratory course — related
- Six of eight student groups successfully completed experiments according to their AI-assisted lab manuals — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
ai-lab-manual-design-difficulty-unchanged |
title |
Perceived difficulty of designing a laboratory manual remained unchanged after the AI-supported project |
description |
Perceived difficulty of designing a laboratory manual remained unchanged after the AI-supported project |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2026 |
generated |
by process:wiki-ingest on 2026-10-12 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — yim-2026 |
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