Claims

Self-assessed proficiency correlates more strongly with language attitudes than externally scored proficiency

Claim · All claims
Evidence · 1 study · quant-synthesis r3 · q3
Currency · newest study 2026 · 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? Proficiency assessment type significantly moderated the association in the three-level model (F(1, 130) = 6.52, p = .012): self-assessments r = .35 versus external measures r = .28. → Maria Adelina Ianos 2026

Evidence

Maria Adelina Ianos 2026

Maria Adelina Ianos, Andrei Rusu, Ramona Paloş, Cristina Petreñas, Clara Sansó. (2026). Linking Language Attitudes to Proficiency Across Learning Contexts: A Systematic Review and Meta-Analysis of Correlational Evidence. Educational Psychology Review. https://doi.org/10.1007/s10648-026-10193-w

q3 · i? · quant-synthesis · r3

Three-level moderator analysis of proficiency measurement approach across 132 effects. The self-assessment subgroup showed "r =.35, 95% CI [.30, .40]" versus r = .28 for external measures, consistent with H3a.

"Studies using self-assessments (k = 78, r =.35, 95% CI [.30, .40]) yielded larger associations than those using external measures ( k = 54, r =.28, 95% CI [.18, .37]), with a three-level differential of β = 0.08."

Discussion

Page metadata
Field Value
type claim
id self-assessment-stronger-attitude-proficiency-link
title Self-assessed proficiency correlates more strongly with language attitudes than externally scored proficiency
description Self-assessed proficiency correlates more strongly with language attitudes than externally scored proficiency
status review
evidence_strength weak
newest_evidence 2026
generated by process:wiki-ingest on 2026-10-21
trust unverified — no one has confirmed this page's content
sources 1 — maria-adelina-ianos-2026

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