In the beginning-segment Lasso model, participant role accounted for 15% of the final prediction model¶
Claim · All claims
Evidence · 1 study · associationalr1·q2
Currency · newest study 2025 · not yet checked against its sources · not reviewed by a person · recheck by 2028: tool and model accuracy changes quickly
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? Participant role (leader vs. team member) contributed 15% of the final Lasso model predicting EDA in the beginning segment of the simulation. → Moreno 2025
Evidence¶
Moreno 2025¶
Moreno, M., Grewal, K., Cutumisu, M., & Harley, J.M. (2025). Employing Machine Learning to Predict Medical Trainees’ Psychophysiological Responses, Self- and Socially-Shared Regulated Learning Strategies While Completing Medical Simulations. Education Psychology Review, 37 (70), 1-29. https://doi.org/10.1007/s10648-025-10044-0
q2 · i? · associational · r1
Lasso regression model for the beginning segment, with EDA as the predicted variable and coded behaviors, regulation strategy counts, and self-report responses as predictors. The article states "the participant role accounted for 15% of the final model"; the full results section is truncated in the supplied text.
"In the model built for the “beginning” segment of the simulation, the participant role accounted for 15% of the final model."
Discussion¶
Related Claims¶
- Varying SRL and SSRL codes predict medical trainees' EDA differently across the beginning, escalation, and peak segments of medical simulations — a broader claim this one bears on
- In case examples, leaders and team members showed markedly different average peaks-per-segment EDA values during the same simulation segments — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
participant-role-15-percent-beginning-model |
title |
In the beginning-segment Lasso model, participant role accounted for 15% of the final prediction model |
description |
In the beginning-segment Lasso model, participant role accounted for 15% of the final prediction model |
status |
review |
evidence_strength |
weak |
newest_evidence |
2025 |
recheck_by |
2028 |
generated |
by process:wiki-ingest on 2026-10-20 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — moreno-2025 |
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