Claims

Climate-emotion associations and the enjoyment-participation indirect effect hold when controlling for topic emotions and discussion frequency, but some emotion-outcome paths do not

Claim · All claims
Evidence · 1 study · associational r2 · q3
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 i? Climate-emotion associations and indirect effects persist with controls, but the paths from class-related boredom to the outcomes and from class-related enjoyment to knowledge become non-significant. → Graf 2023

Evidence

Graf 2023

Graf, E., Stempfer, L., Muis, K. R., & Goetz, T. (2023). Classroom emotions in civic education: A multilevel approach to antecedents and effects. Draft version 1.0, University of Vienna / McGill University (not peer-reviewed preprint). https://doi.org/10.1016/j.learninstruc.2023.101869

q3 · i? · associational · r2

Robustness checks adding topic emotions (enthusiasm, confusion, anxiety, boredom) and frequency of discussions as within-level controls. The article states: "The paths from class-related boredom to the outcome variables are in contrast to the models above, not significant if including these control variables. The same applies to the path from class-related enjoyment to knowledge."

"Reported results on associations between classroom climate and emotions and indirect effects hold when including topic emotions and the frequency of discussions in the model"

Discussion

Learner Variables

Page metadata
Field Value
type claim
id robustness-topic-emotions-controls-civic-emotions
title Climate-emotion associations and the enjoyment-participation indirect effect hold when controlling for topic emotions and discussion frequency, but some emotion-outcome paths do not
description Climate-emotion associations and the enjoyment-participation indirect effect hold when controlling for topic emotions and discussion frequency, but some emotion-outcome paths do not
status review
evidence_strength moderate
newest_evidence 2023
generated by process:wiki-ingest on 2026-10-22
trust unverified — no one has confirmed this page's content
sources 1 — graf-2023

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