Heuristic worked examples do not improve fifth graders' mathematical modeling competency¶
Claim · All claims
Evidence · 1 study · causalr2·q3·i0negligible
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.
q3 i0 For fifth graders, the treatment had no significant effect on modeling competency at posttest or follow-up (part. η² < .01). → Hänze 2022
Evidence¶
Hänze 2022¶
Hänze, M., & Leiss, D. (2022). Using heuristic worked examples to promote solving of reality-based tasks in mathematics in lower secondary school. Instructional Science. https://doi.org/10.1007/s11251-022-09583-8
q3 · i0 · causal · r2
ANCOVA on posttest and follow-up modeling competency for 134 fifth graders with pretest covariates showed no treatment effect, "part. η 2 < .01" at posttest; equivalence was not tested.
"For fifth graders, modeling competency was not affected by the treatment; posttest: F(2,128) < 1, part. η 2 < .01; both contrasts Cworked-examples and Cprompts with p > .20); follow-up: F(2,121) < 1, part. η 2 ≤ .01; both contrasts p > .20."
Discussion¶
Related Claims¶
- Adding self-explanation prompts to heuristic worked examples yields no additional benefit and impedes seventh graders' modeling competency — related
- Heuristic worked examples improve fifth graders' modeling-specific strategy knowledge at posttest, but the effect fades by follow-up — related
- Heuristic worked examples improve seventh graders' modeling competency and strategy knowledge at posttest — related
- Seventh graders' treatment effects fade by follow-up, with only the strategy knowledge contrast remaining significant — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
worked-examples-no-grade5-modeling-competency-effect |
title |
Heuristic worked examples do not improve fifth graders' mathematical modeling competency |
description |
Heuristic worked examples do not improve fifth graders' mathematical modeling competency |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2022 |
generated |
by process:wiki-ingest on 2026-10-18 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — hänze-2022 |
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