The video-task awareness measure did not correlate with misconceptions or conceptual change and is considered exploratory¶
Claim · All claims
Evidence · 1 study · causalr3·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? Awareness of math-gender stereotype-reinforcing behaviors did not correlate with misconceptions at pre-test, misconceptions at post-test, or conceptual change, so the behavioral measure is exploratory with limited transfer validity. → Anna-Sophia Dersch · Ian Thacker · Alexander Eitel 2026
Evidence¶
Anna-Sophia Dersch · Ian Thacker · Alexander Eitel 2026¶
Anna-Sophia Dersch · Ian Thacker · Alexander Eitel (2026). Should we Tell Teachers That They Are (In)Correct? How Personalized Refutation Text Promotes or Hampers Conceptual Change. Educational Psychology Review. https://doi.org/10.1007/s10648-026-10116-9
q2 · i? · causal · r3
Correlational analysis within the randomized experiment (N = 336; video task completed by 266). The article reports the measure "did not correlate with misconceptions in the pre-test, nor with misconceptions in the post-test, nor with conceptual change" and therefore "must be considered exploratory" with limited transfer validity.
"Awareness of math-gender stereotype-reinforcing behaviors did not correlate with misconceptions in the pre-test, nor with misconceptions in the post-test, nor with conceptual change (see Table 3)."
Discussion¶
Related Claims¶
- Personalized refutation text significantly predicts stronger conceptual change among teachers who held both math-gender misconceptions at pre-test — related
- Students exposed to the biased LLM showed no awareness of its influence, reporting lower perceived AI influence than neutral-condition participants despite larger bias effects — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
awareness-video-task-null-correlations |
title |
The video-task awareness measure did not correlate with misconceptions or conceptual change and is considered exploratory |
description |
The video-task awareness measure did not correlate with misconceptions or conceptual change and is considered exploratory |
status |
review |
evidence_strength |
weak |
newest_evidence |
2026 |
generated |
by process:wiki-ingest on 2026-10-21 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — anna-sophia-dersch-ian-thacker-alexander-eitel-2026 |
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