Claims

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 · causal r3 · q3 · i2 medium
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

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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