Most variance in students' epistemic emotions was situational (within-person) fluctuation, with 18–37% due to between-person variability.¶
Claim · All claims
Evidence · 1 study · causalr1·q2
Currency · newest study 2026 · not yet checked against its sources · not reviewed by a person · recheck by 2031: baselines and conditions change
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? Intraclass correlations ranged from 0.182 to 0.367, indicating positive emotions were more often reported than negative and most variance was within-person. → Ketonen 2026
Evidence¶
Ketonen 2026¶
Ketonen, E. E., Kruskopf, M., Lonka, K., & Mattlin, M. (2026). Dynamics of university students' epistemic emotions during game-based learning in an international relations course. Instructional Science. https://doi.org/10.1007/s11251-025-09771-2
q2 · i? · causal · r1
Descriptive analysis of the 212 session-level emotion ratings; the ICC for curiosity was the largest (0.367), MEAN 5.41 on a 1–7 scale. The article states curiosity may be harder to trigger by instructional means, reflecting a more stable individual approach.
"ICCs, representing the proportion of between-person variance in the total variance, showed that 18–37% of the variance in epistemic emotions was due to individual variability"
Discussion¶
Related Claims¶
- Attending a game session rather than a lecture increased all epistemic emotions except boredom among university students in a Diplomacy-based international relations course. — related
- Affective experience during situated collaborative problem solving is organized around a stable epistemic core linking curiosity, optimism, and confusion with short-range persistence — related
- Persistence varies both within and between students, warranting multilevel modeling, and level-1 predictors explained 18% of variance — related
- Elementary school children show substantial day-to-day within-person fluctuations in sleep quality, time in bed, daytime tiredness, and working memory performance — related
- Approximately 13–14% of total variance in first-grade written composition is attributable to differences among classrooms — related
- Situational motivation is highly context-dependent and fluctuates within and between learners, but most studies rely on self-reports — related
- Most variation in digit span performance is within-person rather than between-person — related
- Epistemic emotions showed no significant carry-over (autoregressive) stability from one course session to the next, except boredom after session type was included. — related
- Classroom and institutional differences account for little variance in engagement; nearly all variance is between students — related
- Emotional variability in L2 learning episodes is primarily intraindividual (62–68%), with modest lag-1 inertia (r ≈ .17–.19) and weak long-term trends or weekly cycles — related
- Most variance in students' momentary classroom emotions lies at the within-person level, yet person-aggregated state measures are fairly reliable (ICC(2) from 0.735 to 0.901) — possibly the same claim (merge candidate)
- Cohort effects on activity emotions are minimal across fourteen years, with cohort accounting for only 0.2% to 1.2% of variance in mean emotion scores — related
- Lower secondary students' situation-specific engagement varies most strongly between lessons within students, with smaller between-student variation — related
- Most variance in state achievement goals and emotions is situational (within-person) rather than between-person — possibly the same claim (merge candidate)
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
within-person-fluctuation-dominates-epistemic-emotions |
title |
Most variance in students' epistemic emotions was situational (within-person) fluctuation, with 18–37% due to between-person variability. |
description |
Most variance in students' epistemic emotions was situational (within-person) fluctuation, with 18–37% due to between-person variability. |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2026 |
recheck_by |
2031 |
generated |
by process:wiki-ingest on 2026-10-18 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — ketonen-2026 |
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