RCR courses produce a pooled mean effect of g = 0.52, with knowledge (0.64) and behavior (0.69) outcomes showing larger average effects than judgment (0.41)¶
Claim · All claims
Evidence · 1 study · quant-synthesisr3·q4·i2medium
Currency · newest study 2022 · 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.
q4 i2 Across 75 effect sizes from 30 studies, the overall weighted mean effect size of RCR training was Mg = 0.52 (95% CI [0.43, 0.61]). → Johannes Katsarov 2021
q4 i2 Mean effects differed by outcome type: knowledge Mg = 0.64 (k = 28), judgment Mg = 0.41 (k = 23), behavior Mg = 0.69 (k = 5), sensitivity Mg = 0.42 (k = 13). → Johannes Katsarov 2021
Evidence¶
Johannes Katsarov 2021¶
Johannes Katsarov, Roberto Andorno, André Krom, Mariëtte van den Hoven. (2021). Effective Strategies for Research Integrity Training—a Meta-analysis. Educational Psychology Review (2022) 34:935–955. https://doi.org/10.1007/s10648-021-09630-9
q4 · i2 · quant-synthesis · r3
Random-effects main-effects analysis (Table 2) of 75 effect sizes from 30 studies with N = 2,601; the pooled mean Hedges' g of 0.52 is a printed effect size of medium magnitude. Outcome-specific rows print knowledge Mg = 0.64, judgment Mg = 0.41, behavior Mg = 0.69, sensitivity Mg = 0.42.
"Overall 0.52 0.05 75 2,601 [0.43, 0.61] 79.15***"
Discussion¶
Related Claims¶
- High-school students and researchers tended to learn more from RCR training than higher-education students and non-research professionals — related
- Repeated practice and blended learning showed no advantage in RCR course effectiveness, failing to replicate prior review findings — related
- A practical, experiential course emphasis is the best predictor of effective research integrity training across learning outcomes — related
- Knowledge acquisition in RCR training benefits from individualized learning and application of ethical guidelines, and is hindered by mandatory status and purely theoretical emphasis — related
- Not teaching ethical guidelines predicted better combined learning outcomes, while guideline coverage supported only knowledge — related
- Mono-disciplinary RCR courses were not more effective than multi-domain courses, contradicting prior reviews — a narrower finding that bears on this claim
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
rcr-training-pooled-main-effects |
title |
RCR courses produce a pooled mean effect of g = 0.52, with knowledge (0.64) and behavior (0.69) outcomes showing larger average effects than judgment (0.41) |
description |
RCR courses produce a pooled mean effect of g = 0.52, with knowledge (0.64) and behavior (0.69) outcomes showing larger average effects than judgment (0.41) |
status |
review |
evidence_strength |
strong |
newest_evidence |
2022 |
generated |
by process:wiki-ingest on 2026-10-19 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — johannes-katsarov-2021 |
Frontmatter is the page's machine-readable record — see the Schema & Guide.