Reciprocal relations: initial task engagement predicted later enjoyment in the Reverse model¶
Claim · All claims
Evidence · 1 study · associationalr2·q3·i2medium
Currency · newest study 2023 · 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.
q3 i2 Task engagement at T1 significantly predicted enjoyment at T6 (β = .29), supporting reciprocal enjoyment-engagement relations. → Chevalère 2023
Evidence¶
Chevalère 2023¶
Chevalère, J., Yun, H. S., Henke, A., Pinkwart, N., Hafner, V., & Lazarides, R. (2023). A sequence of learning processes in an intelligent tutoring system from topic-related appraisals to learning gains. Learning and Instruction, 87, 101799. https://doi.org/10.1016/j.learninstruc.2023.101799
q3 · i2 · associational · r2
Reverse path model inverting temporal precedence (learning-related measures at T1 predicting emotions at T6, N = 140); enjoyment at T6 then predicted final performance (β = .26, p < .001), while boredom at T6 did not (p = .53).
"Students’ initial task engagement (T1) significantly predicted their later enjoyment after sixty minutes (T6), β = .29, SE = .09, t = 3.28, p = .001 [.12; .46]."
Discussion¶
Learner Variables¶
- Interest — predictor: learners who differ on it differ in outcomes
Related Claims¶
- In the Forward temporal model, initial enjoyment predicted later engagement, while initial boredom did not and emotions were unrelated to later raw performance — related
- Within persons, better-than-usual math grades positively predict subsequent enjoyment and pride, and enjoyment and pride positively predict subsequent grades — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
reverse-model-engagement-predicts-enjoyment |
title |
Reciprocal relations: initial task engagement predicted later enjoyment in the Reverse model |
description |
Reciprocal relations: initial task engagement predicted later enjoyment in the Reverse model |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2023 |
generated |
by process:wiki-ingest on 2026-10-23 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — chevalère-2023 |
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