The review's corpus comprises 39 peer-reviewed articles selected via a PRISMA protocol with substantial screening agreement¶
Claim · All claims
Evidence · 1 study · quant-synthesisr2·q2
Currency · newest study 2025 · 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.
q2 i? From 1196 initial manuscripts, screening and eligibility assessment using PRISMA procedures and inter-rater reliability checks (Cohen's Kappa 0.71; Fleiss' Kappa 0.55) yielded a final corpus of 39 articles. → Khaleel Asyraaf Mat Sanusi 2025
Evidence¶
Khaleel Asyraaf Mat Sanusi 2025¶
Khaleel Asyraaf Mat Sanusi, Deniz Iren, Nardie Fanchamps, Mai Geisen, Roland Klemke. (2025). Virtual virtuoso: a systematic literature review of immersive learning environments for psychomotor skill development. Education Tech Research Dev. https://doi.org/10.1007/s11423-025-10449-2
q2 · i? · quant-synthesis · r2
Methodology section describing the PRISMA-based selection: the initial search yielded 1196 manuscripts, reduced to 1177 after duplicate removal, with title/abstract screening achieving Cohen's Kappa of 0.71 and full-text eligibility voting achieving Fleiss' Kappa of 0.55, ultimately selecting 39 articles.
"Using Cohen's Kappa, a suitable measure for assessing agreement between two raters (Cohen, 1960), the first author and a co-author achieved a score of 0.71, indicating substantial agreement (Landis & Koch, 1977)."
Discussion¶
Related Claims¶
- Human inter-rater agreement for FRISCO essay scoring was reliable, with mean kappa 0.78–0.84 and percentage of agreement above 75% in all six dimensions — related
- Cohen's kappa exhibits a paradox in which high observed agreement yields low kappa, making it unsuitable for pass/fail decision consistency — related
- Rater selection via two-facet Rasch infit filtering substantially increases inter-rater reliability (Krippendorff's alpha) on ICNALE GRA — related
- The LoU Interview shows high interrater reliability, and the rating procedure was streamlined over two years without loss of agreement — related
- Expert human raters established an inter-rater reliability benchmark above ICC 0.89 on all four IELTS dimensions for the essay corpus — related
- Rubric-based assessment showed substantial to almost-perfect inter-rater reliability across all three time points — related
- Raters differed significantly in severity/leniency in the MFRM analysis — related
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Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
ile-psychomotor-review-corpus-39-articles-prisma |
title |
The review's corpus comprises 39 peer-reviewed articles selected via a PRISMA protocol with substantial screening agreement |
description |
The review's corpus comprises 39 peer-reviewed articles selected via a PRISMA protocol with substantial screening agreement |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2025 |
generated |
by process:wiki-ingest on 2026-10-29 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — khaleel-asyraaf-mat-sanusi-2025 |
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