Claims

Fluid reasoning significantly predicted enjoyment but not self-efficacy after accounting for adaptability and covariates

Claim · All claims
Evidence · 1 study · associational r2 · q3 · i0 negligible
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 i0 Fluid reasoning significantly predicted enjoyment (β = 0.09, p = .03) but did not significantly predict self-efficacy. → Martin Andrew J. 2023

Evidence

Martin Andrew J. 2023

Martin Andrew J., Ginns Paul, Collie Rebecca J. (2023). University students in COVID-19 lockdown: The role of adaptability and fluid reasoning in supporting their academic motivation and engagement. Learning and Instruction. https://doi.org/10.1016/j.learninstruc.2022.101712

q3 · i0 · associational · r2

SEM result for fluid reasoning (ICAR Letter and Number Series, 9 items, 30 s per item). The authors report a "small effect" on enjoyment and a non-significant path to self-efficacy once adaptability and background attributes were accounted for.

"Fluid reasoning significantly predicted enjoyment (β = 0.09, p = .03; small effect), but it did not predict self-efficacy (the hypothesized mediator)."

Discussion

Learner Variables

Page metadata
Field Value
type claim
id fluid-reasoning-predicts-enjoyment-not-self-efficacy
title Fluid reasoning significantly predicted enjoyment but not self-efficacy after accounting for adaptability and covariates
description Fluid reasoning significantly predicted enjoyment but not self-efficacy after accounting for adaptability and covariates
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 — martin-andrew-j-2023

Frontmatter is the page's machine-readable record — see the Schema & Guide.