The Role of Prior Knowledge and Intelligence in Gaining from a Training on Proportional Reasoning
Open Access
- 25 May 2022
- journal article
- research article
- Published by MDPI AG in Journal of Intelligence
- Vol. 10 (2) , 31
Abstract
We explored the mediating role of prior knowledge on the relation between intelligence and learning proportional reasoning. What students gain from formal instruction may depend on their intelligence, as well as on prior encounters with proportional concepts. We investigated whether a basic curriculum unit on the concept of density promoted students’ learning in a training on proportional reasoning. A 2 × 2 design with the factors basic curriculum unit (with, without) and intervention context to introduce proportional reasoning (speed, density) was applied in two consecutive, randomized classroom studies (N1 = 251, N2 = 566 fourth- and fifth-graders; 49%/56% female). We controlled for intelligence and mathematical achievement. We expected the combination of having received the basic curriculum unit on floating and sinking and proportional reasoning introduced via density (a familiar problem-solving context for this group) to be especially favorable. Whereas this hypothesis was not supported, we showed that mathematical achievement mediated the relation between intelligence and proportional reasoning and enabled learners to better exploit the learning opportunities.Keywords
Funding Information
- Jacobs Foundation
This publication has 65 references indexed in Scilit:
- Bootstrapping the Mind: Analogical Processes and Symbol SystemsCognitive Science, 2010
- Item Parceling in Structural Equation Modeling: A PrimerCommunication Methods and Measures, 2008
- Development of proportional reasoning: Where young children go wrong.Developmental Psychology, 2008
- Not Everything Is Proportional: Effects of Age and Problem Type on Propensities for OvergeneralizationCognition and Instruction, 2005
- When and where do we apply what we learn?: A taxonomy for far transfer.Psychological Bulletin, 2002
- Chapter 3: Rethinking Transfer: A Simple Proposal With Multiple ImplicationsReview of Research in Education, 1999
- Expert Chess Memory: Revisiting the Chunking HypothesisMemory, 1998
- Preschoolers' Reasoning about Density: Will It Float?Child Development, 1993
- Domain-specific knowledge and memory performance: A comparison of high- and low-aptitude children.Journal of Educational Psychology, 1989
- Relative Importance of Domain Knowledge and Overall Aptitude on Acquisition of Domain-Related InformationCognition and Instruction, 1987