The most frequently referenced theoretical backgrounds are the 3P Model (2.69%), Cognitive Load Theory (1.84%), and Conceptual Change approaches (1.51%), and most studies are atheoretical¶
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Evidence · 1 study · reviewr2·q3
Currency · newest study 2023 · not yet checked against its sources · not reviewed by a person
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q3 i? Even the most frequently mentioned theory, the 3P model, was referenced in fewer than 3% of the 13,507 publications, indicating no dominant theory of prior knowledge. → Bittermann 2023
Evidence¶
Bittermann 2023¶
Bittermann, A., McNamara, D., Simonsmeier, B. A., & Schneider, M. (2023). The Landscape of Research on Prior Knowledge and Learning: a Bibliometric Analysis. Educational Psychology Review. https://doi.org/10.1007/s10648-023-09775-9
q3 · i? · review · r2
Frequency analysis of theory mentions in abstracts, titles, and metadata of the full corpus (Figure 4); the article notes the 3P model appeared in only 363 publications and that most studies had a rather atheoretical approach.
"the 3P (presage, process, product) model of learning (used in 2.69 % of the 13,507 publications in the corpus), Cognitive Load Theory (1.84 %) and Conceptual Change approaches (1.51 %) were the most frequently mentioned theoretical backgrounds"
Discussion¶
Related Claims¶
- Prior knowledge research spans 23 topics organized into five communities: Education, Learning Environments, Cognitive Processes, Nonacademic Settings, and Language — related
- Cognitive Load Theory lacks a motivational focus, which becomes problematic when interpreting interventions that foster effortful learning strategies — related
- Most prior knowledge studies do not specify the type, characteristic, or representation of knowledge investigated; no single term exceeds 4% of studies — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
atheoretical-prior-knowledge-literature |
title |
The most frequently referenced theoretical backgrounds are the 3P Model (2.69%), Cognitive Load Theory (1.84%), and Conceptual Change approaches (1.51%), and most studies are atheoretical |
description |
The most frequently referenced theoretical backgrounds are the 3P Model (2.69%), Cognitive Load Theory (1.84%), and Conceptual Change approaches (1.51%), and most studies are atheoretical |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2023 |
generated |
by process:wiki-ingest on 2026-10-22 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — bittermann-2023 |
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