Receiving instruction before problem solving improves procedural fluency more than problem solving before instruction when both phases are otherwise identical¶
Claim · All claims
Evidence · 1 study · causalr3·q3·i2medium
Currency · newest study 2020 · 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 i2 Students who received instruction before problem solving scored significantly higher on procedural fluency than students who solved problems first (η² = 0.04). → Loibl 2020
Evidence¶
Loibl 2020¶
Loibl, K., Tillema, M., Rummel, N., & van Gog, T. (2020). The effect of contrasting cases during problem solving prior to and after instruction. Instructional Science. https://doi.org/10.1007/s11251-020-09504-7
q3 · i2 · causal · r3
ANCOVA in a randomized 2×2 experiment (N = 181, prior mathematics score as covariate) on the concept of variance. The instruction-first conditions outperformed problem-solving-first on procedural fluency, "F(1, 176) = 7.92, p = 0.01, η2 = 0.04".
"students performed significantly better on procedural fluency when they received instruction before problem solving (M = 1.34, SD = 0.68), compared to students who engaged in problem solving before receiving instruction (M = 1.02, SD = 0.76), F(1, 176) = 7.92, p = 0.01, η2 = 0.04"
Discussion¶
Related Claims¶
- Productive Failure Improves Conceptual Learning — reports the opposite
- Instruction before problem solving leads students to generate fewer but higher-quality solution attempts than problem solving before instruction — related
- Guidance during initial problem solving does not translate into better learning from subsequent instruction — related
- In Experiment 1, I-PS students solved the initial problem better but PS-I students learned more from the subsequent instructional video — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
instruction-first-better-procedural-fluency |
title |
Receiving instruction before problem solving improves procedural fluency more than problem solving before instruction when both phases are otherwise identical |
description |
Receiving instruction before problem solving improves procedural fluency more than problem solving before instruction when both phases are otherwise identical |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2020 |
generated |
by process:wiki-ingest on 2026-10-18 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — loibl-2020 |
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