The Evidence on Teaching

A meta-analytic review of the distribution of practice effect: now you see it, now you don't

Donovan JJ, Radosevich DJ · 1999

grade Cmeta-analysisindependentmixed
Sample
63 studies, 112 effect sizes, N=8,980
Population
Adults in laboratory and organisational training settings; child and clinical samples explicitly excluded
Design
63 studies, 112 effect sizes, N=8,980. Hedges g corrected to d. Tasks clustered into 4 groups by rated complexity and mental/physical demand. Moderators: task cluster, intertrial interval, 9-item rigor checklist, acquisition vs retention. Authors flag that 'retention' required only 24h separation and just 3 of 16 retention effect sizes exceeded 24h.
Key findings
Distributed beats massed overall (d=0.46) but this is not a general law. The effect concentrates in simple psychomotor tasks (0.97) and collapses toward zero as complexity rises (0.11, 0.07); complexity correlates -.25 with effect size. Low-rigor studies yield a 3x larger effect (1.22 vs 0.40). Counterintuitively short rests helped most (<1 min d=0.71) and >1 day rests least (0.16), opposite to the verbal spacing literature. Acquisition and retention effects were statistically indistinguishable (0.45 vs 0.51) — but 'retention' meant 24h in 13 of 16 cases, so this meta cannot speak to durable learning.
Genetic confound
None; no aptitude-treatment interaction analysis, though differential 'response to schedule' is exactly what heritable trainability would predict.
Replication notes
Substantially deflates Lee & Genovese (1988), which reported d=0.96 acquisition and 0.53 retention on simple motor tasks only; the discrepancy is explained by task-type composition.

Effects

OutcomeMetricValueMeasureTimingVsHorizonClass
Spaced vs massed practice, overallMean weighted d0.46 (95% CI 0.42-0.50)mixedacquisition+retention pooled; mostly immediate; lab+training settingsactive-alternativeend-of-treatmentdomain-skill
Effect by task complexity (4 clusters)Mean weighted dSimple high-physical/low-mental tasks 0.97 (0.88-1.06); cluster 2 0.42; high-complexity clusters 0.11 and 0.07. Overall complexity correlated r=-.25 with effect sizemixedacquisition-dominant; labactive-alternativeend-of-treatmentdomain-skill
Acquisition vs retention performanceMean weighted dAcquisition 0.45 (k=96) vs retention 0.51 (k=16); not significantly different (QB(1)=0.86, p>.35)mixedacquisition vs retention (retention mostly only 24h); labactive-alternativeend-of-treatmentdomain-skill
Methodological rigor moderationMean weighted d by rigor tierLow rigor 1.22 vs mid 0.40 vs high 0.40; rigor score correlated r=-.17 with effect sizeunknownn/a (methodological)unclearnot-applicabledomain-skill
Intertrial intervalMean weighted d<1 min 0.71; 1-10 min 0.48; 10 min-1 h 0.26; >1 day 0.16 — shorter rests produced LARGER spacing benefitsmixedacquisition-dominant; labactive-alternativeend-of-treatmentdomain-skill

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