Claims

Pooled construct validity correlation between academic resilience measures and external criteria is moderate (r = .55) with substantial variability across outcome domains

Claim · All claims
Evidence · 1 study · quant-synthesis r3 · q3 · i3 large
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 i3 After direction alignment, associations were strongest for distress and vulnerability, learning strategy/self-regulation, and resilience-aligned constructs, and weakest for academic achievement. → Könül Karimova 2026

Evidence

Könül Karimova 2026

Könül Karimova, Hsing-Fen Tu. (2026). Dimensionality, Reliability, and Validity of Academic Resilience Scales: A Systematic Review and Meta-analysis. Educational Psychology Review. https://doi.org/10.1007/s10648-026-10207-7

q3 · i3 · quant-synthesis · r3

Random-effects meta-analysis of Fisher-z-transformed bivariate correlations between academic resilience/buoyancy scores and external validity criteria in the systematic review. The pooled association was r = .55 with a wide prediction interval [-0.19, 0.89].

"Construct validity evidence showed a moderate pooled association with theoretically relevant external criteria, r = .55, 95% CI [0.46, 0.63], 95% PI [-0.19, 0.89], with substantial variability across outcome domains."

Discussion

Page metadata
Field Value
type claim
id pooled-validity-correlation-resilience
title Pooled construct validity correlation between academic resilience measures and external criteria is moderate (r = .55) with substantial variability across outcome domains
description Pooled construct validity correlation between academic resilience measures and external criteria is moderate (r = .55) with substantial variability across outcome domains
status review
evidence_strength moderate
newest_evidence 2026
generated by process:wiki-ingest on 2026-10-22
trust unverified — no one has confirmed this page's content
sources 1 — könül-karimova-2026

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