Claims

Heuristic worked examples improve seventh graders' modeling competency and strategy knowledge at posttest

Claim · All claims
Evidence · 1 study · causal r2 · q3 · i2 medium
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 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

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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