Heuristic worked examples improve seventh graders' modeling competency and strategy knowledge at posttest¶
Claim · All claims
Evidence · 1 study · causalr2·q3·i2medium
Currency · newest study 2022 · not yet checked against its sources · not reviewed by a person
Subclaims¶
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q3 i2 For seventh graders, the treatment significantly affected both modeling competency (part. η² = .06) and strategy knowledge (part. η² = .06) at posttest, with the worked example conditions outperforming control. → 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 · i2 · causal · r2
Randomized experiment with 180 seventh graders; ANCOVA on posttest measures with pretest covariates showed the worked example conditions beat control on both modeling competency and strategy knowledge, each with "part. η2 = .06".
"The treatment affected modeling competency (F(2, 174) = 5.10, p < .01, part. η2 = .06) and strategy knowledge (F(2, 174) = 5.26, p < .01, part. η2 = .06) at posttest. Here, the Cworked-examples contrasts were significant for modeling competency (p < .05) as well as for strategy knowledge (p < .01) at posttest measurement, confirming hypothesis 1."
Discussion¶
Related Claims¶
- Seventh graders' treatment effects fade by follow-up, with only the strategy knowledge contrast remaining significant — related
- 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 do not improve fifth graders' mathematical modeling competency — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
worked-examples-improve-grade7-modeling-competency |
title |
Heuristic worked examples improve seventh graders' modeling competency and strategy knowledge at posttest |
description |
Heuristic worked examples improve seventh graders' modeling competency and strategy knowledge at posttest |
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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