Claims

The GI/E pattern of relations between achievement and learning-environment perceptions is more pronounced for math achievement than for language achievement.

Claim · All claims
Evidence · 1 study · associational r2 · q3
Currency · newest study 2016 · 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? Math achievement shows positive relations to both math-domain perception facets and negative relations to both language-domain facets, whereas language achievement is unrelated to math-domain perceptions. → Arens 2016

Evidence

Arens 2016

Arens, A.K., & Möller, J. (2016). Dimensional comparisons in students' perceptions of the learning environment. Learning and Instruction, 42, 22–30. https://doi.org/10.1016/j.learninstruc.2015.11.001

q3 · i? · associational · r2

Discussion of Model 3 path results from the N = 4926 sample. The article states the GI/E pattern "was more pronounced for math achievement," with math achievement negatively related to both language-domain facets while language achievement was unrelated to math-domain perceptions.

"The resulting GI/E pattern was more pronounced for math achievement since the findings showed positive relations between math achievement and both facets of students’ perceptions of the learning environment regarding math classes and negative relations between math achievement and both facets of students’ perceptions of the learning environment regarding language classes."

Discussion

Page metadata
Field Value
type claim
id stronger-gie-pattern-for-math
title The GI/E pattern of relations between achievement and learning-environment perceptions is more pronounced for math achievement than for language achievement.
description The GI/E pattern of relations between achievement and learning-environment perceptions is more pronounced for math achievement than for language achievement.
status review
evidence_strength moderate
newest_evidence 2016
generated by process:wiki-ingest on 2026-10-22
trust unverified — no one has confirmed this page's content
sources 1 — arens-2016

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