PIA and TFA clusters differ significantly in both deliberative and regulatory interaction proportions¶
Claim · All claims
Evidence · 1 study · associationalr1·q2·i1small
Currency · newest study 2024 · 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 i1 The deliberative dimension showed significant differences between cluster types (χ2 = 131.9; df = 10; p < .001) with a medium effect size (V = 0.26), and the regulatory dimension was significant (χ2 = 26.8; df = 3; p < .001) with a small effect size (V = 0.12). → Belle Dang 2024
Evidence¶
Belle Dang 2024¶
Belle Dang, Andy Nguyen and Sanna Järvelä. (2024). Deliberative Interactions for Socially Shared Regulation in Collaborative Learning: An AI-Driven Learning Analytics Study. Journal of Learning Analytics, 11(3). https://doi.org/10.18608/jla.2024.8393
q2 · i1 · associational · r1
Chi-square and Cramer's V tests compared proportions of regulatory and deliberative interactions between the two cluster types. The deliberative dimension showed "a medium effect size (V = 0.26)" and the regulatory dimension a small effect size (V = 0.12), both significant at p < .001.
"the deliberative dimension yielded a significant result (χ2 = 131.9; df = 10; p < .001) with a medium effect size (V = 0.26; df = 1). The regulatory dimension showed a significant result (χ2 = 26.8; df = 3; p < .001) with a small effect size (V = 0.12; df = 1)."
Discussion¶
Related Claims¶
- PIA and TFA types differ structurally in deliberative networks, with PIA centred on establishing strategy, educating, agreeing and monitoring — related
- PIA groups follow a strategic generate-options-to-implement cycle with fewer random idea attempts, while TFA groups loop through repeated metacognitive interactions and unproductive idea testing — related
- Two distinct group deliberation patterns emerge in response to regulation triggers: the Plan and Implementation Approach (PIA) and the Trials and Failure Approach (TFA) — a broader claim this one bears on
- Most groups maintain stable deliberation patterns across triggering events and fail to adapt to emerging regulatory needs — related
- Metacognitive activity alone does not equate to effective regulation; unaccompanied metacognitive processes may be counterproductive — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
pia-tfa-significant-differences-chi-square |
title |
PIA and TFA clusters differ significantly in both deliberative and regulatory interaction proportions |
description |
PIA and TFA clusters differ significantly in both deliberative and regulatory interaction proportions |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2024 |
generated |
by process:wiki-ingest on 2026-10-08 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — belle-dang-2024 |
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