Technology-supported adaptive teaching units showed significant learning gains, larger for low-prior-knowledge students and high implementation fidelity¶
Claim · All claims
Evidence · 1 study · theoreticalr3·q2
Currency · newest study 2024 · not yet checked against its sources · not reviewed by a person
Subclaims¶
Reading the evidence codes
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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.
q2 i? In the adaptive-teaching project, quantitative findings showed significant learning gains across teaching units regardless of subject domain, with larger increases for students with low prior knowledge and when implementation fidelity was high. → Lachner 2024
Evidence¶
Lachner 2024¶
Lachner, A., Sibley, L., & Wagner, S. (2024). Practice Recommendations or Not? The LoGeT Model as Empirical Approach to Generate Localized, Generalized, and Transferable Evidence. Educational Psychology Review. https://doi.org/10.1007/s10648-024-09876-z
q2 · i? · theoretical · r3
In the article's schooling example (Sibley et al., 2023a), a mixed-methods study at one school (a second joined later) involved 183 students with pre-posttest knowledge tests co-designed by the teams, analyzed with cluster-robust fixed-effect models and moderation analyses. Gains were significant across subjects, larger for low-prior-knowledge students and high fidelity.
"Overall, the quantitative findings showed significant learning gains across the teaching units regardless of the subject domain of the teaching units. Additionally, larger increases were obtained for students with low prior knowledge and when the implementation fidelity was high."
Discussion¶
Related Claims¶
- Personalized Learning Effects Vary With Fidelity — related
- Mastery Learning Improves Outcomes — a broader claim this one bears on
- An adapted SimCalc linear-function unit in England produced significant posttest gains versus Texas-control predictions (ES = 0.57), with no significant gain differences by poverty or prior achievement — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
adaptive-teaching-units-learning-gains-moderated |
title |
Technology-supported adaptive teaching units showed significant learning gains, larger for low-prior-knowledge students and high implementation fidelity |
description |
Technology-supported adaptive teaching units showed significant learning gains, larger for low-prior-knowledge students and high implementation fidelity |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2024 |
generated |
by process:wiki-ingest on 2026-10-21 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — lachner-2024 |
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