Claims

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-synthesis r2–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

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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