Topic communities form a network in which education research draws on learning-environment and language research, which draw on cognitive-processes research¶

Claim · All claims
Evidence · 1 study · review r2 · q3
Currency · newest study 2023 · not yet checked against its sources · not reviewed by a person

Subclaims¶

q3 i? Network analysis of topic similarity shows a layered structure: education is informed by learning environments and language, which draw on cognitive processes; Nonacademic Settings was not directly linked to Learning Environments or Language. → 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

Topic-similarity network (Figure 2) built from pairwise topic correlations on document-topic probabilities; community detection with multi-level modularity optimization found five communities, and the article states the layered relation among them.

"The network edges between the topic communities indicate that research on education is informed by research on the design of learning environments and language which are drawing on research on the underlying cognitive processes."

Discussion¶

Related Claims¶

• Prior knowledge research spans 23 topics organized into five communities: Education, Learning Environments, Cognitive Processes, Nonacademic Settings, and Language — related