No significant relative pre–post changes for attitudes toward collaborative learning, overall teamwork, or remaining teamwork subscales¶
Claim · All claims
Evidence · 1 study · causalr2·q2
Currency · newest study 2026 · checked against its sources 2026-10-19 (automated, 1 of 1 entry) · 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? DiD estimates were not statistically significant for attitudes toward collaborative learning, overall teamwork quality, or the remaining Team-Q subscales. → Xiao 2026
Evidence¶
Xiao 2026¶
Xiao, Y., Chen, M., Li, Y., Powers, N., Wiesenfeld, M., Smith, G., Farzin, S., Liu, S. (2026). Generative AI and Extended Reality in Collaborative Architectural Design Education: An Exploratory Studio Study. arXiv preprint arXiv:2609.13494. https://arxiv.org/abs/2609.13494 doi:10.48550/arxiv.2609.13494
q2 · i? · causal · r2
Difference-in-differences regressions on the pre–post survey instruments in a small team-randomised study (seven self-selected intact teams of architectural engineering students, randomly assigned at the team level: four GenARch teams, N = 16; three Control teams, N = 11) found no significant relative changes on these outcomes. Table 2 prints the unstandardised DiD estimates in scale points: 0.177 [−0.161, 0.515], p = .305, for attitudes toward collaborative learning; 0.332 [−0.046, 0.710], p = .085, for overall teamwork quality; and 0.381, 0.212 and 0.241 (p = .143 to .337) for the three remaining Team-Q subscales. No standardised effect size is printed, and the wide intervals mean no effect was ruled out.
"No significant DiD estimates were observed for attitudes toward collaborative learning, overall teamwork quality, or the remaining teamwork subscales."
Discussion¶
Learner Variables¶
- Collaboration — outcome: instruction changes it
Related Claims¶
- GenARch use was associated with a positive relative pre–post change in the Team-Q conflict-management subscale — related
- CCCT participation improved prospective teachers' attitudes towards cooperativeness (g = 0.751) — related
- Prospective teachers' qualitative feedback credited CCCT with communication, teamwork and engagement gains but noted unequal participation and time constraints — related
- Blinded panel ratings of design presentations did not differ significantly between GenARch and Control teams — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
genarch-null-did-collaborative-attitudes-teamwork |
title |
No significant relative pre–post changes for attitudes toward collaborative learning, overall teamwork, or remaining teamwork subscales |
description |
No significant relative pre–post changes for attitudes toward collaborative learning, overall teamwork, or remaining teamwork subscales |
status |
review |
evidence_strength |
weak |
newest_evidence |
2026 |
source_checked |
2026-10-19 |
generated |
by process:wiki-ingest on 2026-10-10 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — xiao-2026 |
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