Most moderator variables are not significantly related to rubric effects on academic performance, including rubric design specifics¶
Claim · All claims
Evidence · 1 study (2 entries) · quant-synthesisr2–r3·q3
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 i? For standardized mean differences on academic performance, none of the eleven moderator variables was significantly related to effect sizes. → Panadero 2023
q3 i? Rubric design specifics (number of criteria and performance levels) do not significantly affect outcomes. → Panadero 2023 (2)
Evidence¶
Panadero 2023¶
Panadero, Ernesto; Jonsson, Anders; Pinedo, Leire; Fernández-Castilla, Belén. (2023). Effects of Rubrics on Academic Performance, Self-Regulated Learning, and self-Efficacy: a Meta-analytic Review. Educational Psychology Review. https://doi.org/10.1007/s10648-023-09823-4
q3 · i? · quant-synthesis · r3
Moderator meta-regressions on 54 standardized mean differences from 21 studies, covering publication year, gender, age, educational level, sessions, criteria, performance levels, self/peer assessment, design, and quality; none reached significance.
"No outliers were detected, and none of the potential moderator variables were significantly related to the observed effect sizes (see Table 1 )."
Panadero 2023 (2)¶
Panadero, Ernesto; Jonsson, Anders; Pinedo, Leire; Fernández-Castilla, Belén. (2023). Effects of Rubrics on Academic Performance, Self-Regulated Learning, and self-Efficacy: a Meta-analytic Review. Educational Psychology Review. https://doi.org/10.1007/s10648-023-09823-4
q3 · i? · quant-synthesis · r2
The authors' interpretation of their moderator results alongside prior reviews: differences in the number of criteria and performance levels "do not seem to have a major impact on how students perform."
"However, these studies, including our own, found that the spe- cifics of rubric design do not significantly affect the outcomes (Jonsson & Pana- dero, 2017; Brookhart, 2018)."
Discussion¶
Related Claims¶
- For standardized mean changes, rubric effects on performance decrease with mean age, yet secondary-education studies show larger effects than primary and middle school — contradictory moderator results — related
- Using rubrics has a positive, moderate effect on students' academic performance (corrected g = 0.45; standardized mean change = 0.38) — related
- Structured criteria in peer assessment are not shown to improve its effect on academic performance over freeform review — related
- Rubric use has a small, statistically non-significant pooled effect on self-regulated learning (g = 0.23) — related
- Number of rubric sessions interacts negatively with mean age: intervention length matters less for older students — reports the opposite
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
rubric-moderators-mostly-non-significant |
title |
Most moderator variables are not significantly related to rubric effects on academic performance, including rubric design specifics |
description |
Most moderator variables are not significantly related to rubric effects on academic performance, including rubric design specifics |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2023 |
generated |
by process:wiki-ingest on 2026-10-19 |
trust |
unverified — no one has confirmed this page's content |
sources |
2 — panadero-2023, panadero-2023-2 |
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