No evidence for a mapping between representational format and enhancement of a specific kind of understanding¶

Claim · All claims
Evidence · 1 study (2 entries) · causal r2 · q3
Currency · newest study 2011 · checked against its sources 2026-10-20 (automated, 2 of 2 entries) · not reviewed by a person

Subclaims¶

q3 i? The hypothesized mapping between representational format and specific knowledge types was not supported; constructing a concept map did not enhance conceptual understanding. → Kolloffel 2011 q3 i? No main effect of format was found on procedural knowledge, so the hypothesized benefit of arithmetical representations was not confirmed. → Kolloffel 2011 (2)

Evidence¶

Kolloffel 2011¶

Kolloffel, B., Eysink, T. H. S., & de Jong, T. (2011). Comparing the effects of representational tools in collaborative and individual inquiry learning. Computer-Supported Collaborative Learning, 6, 223–251. https://doi.org/10.1007/s11412-011-9110-3

q3 · i? · causal · r2

Across ANOVAs on conceptual, procedural, and situational knowledge in the dyad/individual experiment, no main effect of format emerged on conceptual or procedural knowledge; the only format effect (situational) ran in the unexpected direction.

"The results show that there is no e vidence for this hypothesized mapping between representational format and the enhancement of a specific kind of understanding. For example, constructing a concept map does not enhance conceptual understanding."

Kolloffel 2011 (2)¶

Kolloffel, B., Eysink, T. H. S., & de Jong, T. (2011). Comparing the effects of representational tools in collaborative and individual inquiry learning. Computer-Supported Collaborative Learning, 6, 223–251. https://doi.org/10.1007/s11412-011-9110-3

q3 · i? · causal · r2

ANCOVA on procedural knowledge (max 10, covariates math grade and time-on-task) found no main effects; only a three-way setting × format × tool-use interaction, F(2,201)=4.22, p<.05, possibly driven by arithmetical-condition tool users.

"The ANCOV A indicated no significant differences between setting, format, and tool-use. Only one, rather complicated interaction was observed between setting, format, and tool- use ( F (2,201)=4.22, p<.05)."

Discussion¶

Related Claims¶

• Representational format produced no significant differences in conceptual or situational knowledge — related
• The Text + Arithmetic format specifically improved procedural knowledge (executing action sequences to solve problems) — reports the opposite
• Collaborative learners outperform individuals on intuitive knowledge, indicating collaboration rather than representation construction drives the advantage — related
• Situational knowledge is fostered by collaboration, tool format, and tool-use, with arithmetical format outperforming textual — reports the opposite
• Quantitative experimental results on representational formats left the role of representations in dyad discussion unexplained — related
• Concept mapping improves learning over most comparison conditions by a moderate average amount, but not over time-matched retrieval practice — reports the opposite
• Constructive learning beats active and passive learning — related
• Drawing improves STEM learning by a small-to-moderate amount over not drawing and over other active study strategies, in one meta-analysis — related
• An ICAP theory article reports, second-hand and without describing the design, a study in which concept mapping with a peer enhanced learning more than concept mapping alone — related
• Prompting learners to self-explain, one generative strategy, improves learning by a moderate average amount; other generative activities are not tested by the evidence recorded here — related
• The format of a representational tool shapes the amount and type of historical reasoning — related
• Technology type, collaboration level, and intervention duration show no significant differences in concept-mapping effects — related
• Text representations reflect learners' understandings of the real world, not only texts' content — related