Low-equity participants' simulation responses converged over successive simulations toward those of a high-equity reference group¶
Claim · All claims
Evidence · 1 study · associationalr2·q2
Currency · newest study 2021 · 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? Participants with less-equitable beliefs at the beginning of the course converged over time with participants with initially higher equitable beliefs in terms of the topics identified in their simulation responses, suggesting they were applying similar approaches by the end of the course. → Littenberg-Tobias 2021
Evidence¶
Littenberg-Tobias 2021¶
Littenberg-Tobias, J., Borneman, E., & Reich, J. (2021). Measuring Equity-Promoting Behaviors in Digital Teaching Simulations: A Topic Modeling Approach. AERA Open. https://doi.org/10.1177/23328584211045685
q2 · i? · associational · r2
Distance-metric analysis comparing low-equity (LE) participants' topic distributions to a high-equity (HE) reference group (top quartile on the precourse equity survey) across four sequential simulations. The Results text reports convergence; the abstract prints an effect size of 1.08 SD for this convergence.
"Additionally, we found that participants with less-equitable beliefs at the beginning of the course converged over time with participants with initially higher equitable beliefs in terms of the topics identified in their simulation responses."
Discussion¶
Related Claims¶
- Simulation-response convergence was corroborated by survey-based changes in mindsets and practices and by human rater ratings for Roster Justice — related
- Structural topic modeling identifies simulation decision points indicative of different equity mindsets across four digital teaching simulations — a broader claim this one bears on
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
low-equity-participants-converge-toward-high-equity-responses |
title |
Low-equity participants' simulation responses converged over successive simulations toward those of a high-equity reference group |
description |
Low-equity participants' simulation responses converged over successive simulations toward those of a high-equity reference group |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2021 |
generated |
by process:wiki-ingest on 2026-09-25 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — littenberg-tobias-2021 |
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