Lecture-based learning events show a clearer decline in EDA across within-event segments than flipped learning events¶
Claim · All claims
Evidence · 1 study · associationalr2·q3
Currency · newest study 2026 · not yet checked against its sources · not reviewed by a person
Subclaims¶
Reading the evidence codes
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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.
q3 i? Teaching implementation moderated within-event EDA dynamics: lecture-based events showed a clearer decline in EDA from beginning to end of the event than flipped events (segment × implementation interaction). → Hartikainen 2026
Evidence¶
Hartikainen 2026¶
Hartikainen, S., Nokelainen, P., Puhakka, I., & Kangaslampi, R. (2026). Emotions in flipped and lecture-based math courses. Learning and Instruction. https://doi.org/10.1016/j.learninstruc.2026.102474
q3 · i? · associational · r2
Linear mixed-effects models on segment-level mean EDA (double-normalized EDA index, 1–100; 1161 segment observations from 546 events, M = 60.57, SD = 16.08) tested the segment main effect and segment × teaching implementation interaction via likelihood-ratio tests. The article reports the lecture-based decline as the implementation-moderated pattern; no standardised effect size is printed.
"however, lecture-based events showed a clearer decline in EDA across event segments than flipped learning events"
Discussion¶
Related Claims¶
- Electrodermal activity during learning events shows no robust association with post-event emotional valence — related
- Patterns of SRL and SSRL behaviors among medical trainees predict electrodermal activity at distinct stages of high-fidelity simulation training — related
- Teaching implementation (flipped vs. lecture-based) shows no significant main effect on post-event emotional valence — related
- In case examples, leaders and team members showed markedly different average peaks-per-segment EDA values during the same simulation segments — related
- Teacher-led learning events are associated with more positive post-event emotional valence than individual events, particularly in the lecture-based implementation — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
lecture-based-events-clearer-eda-decline-across-segments |
title |
Lecture-based learning events show a clearer decline in EDA across within-event segments than flipped learning events |
description |
Lecture-based learning events show a clearer decline in EDA across within-event segments than flipped learning events |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2026 |
generated |
by process:wiki-ingest on 2026-10-22 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — hartikainen-2026 |
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