Trade-offs Between Grounded and Abstract Representations: Evidence from Algebra Problem Solving
Overview
Affiliations
This article explores the complementary strengths and weaknesses of grounded and abstract representations in the domain of early algebra. Abstract representations, such as algebraic symbols, are concise and easy to manipulate but are distanced from any physical referents. Grounded representations, such as verbal descriptions of situations, are more concrete and familiar, and they are more similar to physical objects and everyday experience. The complementary computational characteristics of grounded and abstract representations lead to trade-offs in problem-solving performance. In prior research with high school students solving relatively simple problems, Koedinger and Nathan (2004) demonstrated performance benefits of grounded representations over abstract representations-students were better at solving simple story problems than the analogous equations. This article extends this prior work to examine both simple and more complex problems in two samples of college students. On complex problems with two references to the unknown, a "symbolic advantage" emerged, such that students were better at solving equations than analogous story problems. Furthermore, the previously observed "verbal advantage" on simple problems was replicated. We thus provide empirical support for a trade-off between grounded, verbal representations, which show advantages on simpler problems, and abstract, symbolic representations, which show advantages on more complex problems.
Development of precision of non-symbolic arithmetic operations in 4-6-year-old children.
Cheng C, Kibbe M Front Psychol. 2023; 14:1286195.
PMID: 38034281 PMC: 10684939. DOI: 10.3389/fpsyg.2023.1286195.
Mapping principles and worked examples for structural learning: effects of content complexity.
Liao H Front Psychol. 2023; 14:1241873.
PMID: 37680246 PMC: 10481337. DOI: 10.3389/fpsyg.2023.1241873.
Psychological proximity improves reasoning in academic aptitude tests.
Hadar B, Katzir M, Pumpian S, Karelitz T, Liberman N NPJ Sci Learn. 2023; 8(1):10.
PMID: 37120420 PMC: 10148871. DOI: 10.1038/s41539-023-00158-x.
Emotional design pictures: Pleasant but too weak to evoke arousal and attract attention?.
Lenski S, Grossschedl J Front Psychol. 2023; 13:966287.
PMID: 36687908 PMC: 9846075. DOI: 10.3389/fpsyg.2022.966287.
Developing Problem-Solving Expertise for Word Problems.
Ngu B, Phan H Front Psychol. 2022; 13:725280.
PMID: 35592169 PMC: 9113051. DOI: 10.3389/fpsyg.2022.725280.