PS-I shows no pooled benefit for procedural knowledge (g = −0.03, nonsignificant)¶
Claim · All claims
Evidence · 1 study · quant-synthesisr3·q4·i0negligible
Currency · newest study 2021 · 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 i0 For the subset of comparisons assessing procedural knowledge, the pooled effect size was near zero and not statistically significant, indicating no detected PS-I advantage for procedural skills. → Tanmay Sinha and Manu Kapur 2021
Evidence¶
Tanmay Sinha and Manu Kapur 2021¶
Tanmay Sinha and Manu Kapur. (2021). When Problem Solving Followed by Instruction Works: Evidence for Productive Failure. Review of Educational Research. https://doi.org/10.3102/00346543211019105
q4 · i0 · quant-synthesis · r3
Subgroup of the same three-level meta-analysis restricted to the 51 of 166 comparisons assessing procedural knowledge. The pooled effect was "Hedge’s g = −0.03, p = .7384, 95% CI [−0.20, 0.15]", a printed effect size of negligible magnitude; equivalence was not tested.
"For the n = 51/166 comparisons assessing procedural knowledge, results suggested the pooled effect size for procedural knowledge to be Hedge’s g = −0.03, p = .7384, 95% CI [−0.20, 0.15]."
Discussion¶
Related Claims¶
- Productive Failure Improves Conceptual Learning — the general claim this finding bears on, with the studies behind it
- For domain-general skills, one meta-analysis finds a negligible effect (g = −0.17) in favour of I-PS over PS-I — related
- Micro productive failure showed no effect on conceptual explanation, but a condition × time interaction emerged as the I-PS mean advantage at one day reversed at one week — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
psi-procedural-knowledge-null-pooled-effect |
title |
PS-I shows no pooled benefit for procedural knowledge (g = −0.03, nonsignificant) |
description |
PS-I shows no pooled benefit for procedural knowledge (g = −0.03, nonsignificant) |
status |
review |
evidence_strength |
strong |
newest_evidence |
2021 |
generated |
by process:wiki-ingest on 2026-10-13 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — tanmay-sinha-and-manu-kapur-2021 |
Frontmatter is the page's machine-readable record — see the Schema & Guide.