Medrano Josh, Miller-Cotto Dana
University of California, Berkeley, California, USA.
Br J Educ Psychol. 2025 Sep;95(3):871-887. doi: 10.1111/bjep.12767. Epub 2025 Mar 21.
High working memory capacity is associated with improved mathematical problem-solving skills. A leading theory about why working memory enhances problem-solving suggests that capable problem solvers might offload information from their working memory for later use.
This study examined whether the ability to offload information improved problem-solving for learners with lower working memory capacity.
SAMPLE(S): The participants consisted of 93 undergraduate students from a mid-sized university in the United States.
Participants first took a 10-problem pre-test, followed by working memory tasks. They were then split into two groups: one with the option to offload using paper and pencil and one without. As part of a post-test, they completed 10 math problems.
Results indicated that both the offloading and no-offloading groups improved over time; however, the effect was greater for the offloading group, according to Hedges' g. Although no significant interaction between working memory and condition was found, offloading was useful for specific ranges of working memory skills, according to the Johnson-Neyman technique. An interaction analysis of pretest and condition also suggests that offloading may be beneficial with increased prior knowledge.
These findings emphasize the importance of considering students' prior knowledge in working memory research. They also demonstrate how external aids influence cognitive processes during problem-solving.
高工作记忆容量与提高数学问题解决能力相关。关于工作记忆为何能增强问题解决能力的一个主要理论表明,有能力的问题解决者可能会将信息从工作记忆中卸载出来以供后续使用。
本研究考察了信息卸载能力是否能提高工作记忆容量较低的学习者的问题解决能力。
参与者包括来自美国一所中型大学的93名本科生。
参与者首先进行了10道题的预测试,然后进行工作记忆任务。然后他们被分成两组:一组可以选择使用纸和笔进行卸载,另一组则不可以。作为后测的一部分,他们完成了10道数学题。
结果表明,随着时间的推移,卸载组和非卸载组都有所进步;然而,根据赫奇斯g值,卸载组的效果更大。尽管未发现工作记忆与条件之间存在显著交互作用,但根据约翰逊 - 内曼技术,卸载对特定范围的工作记忆技能是有用的。对预测试和条件的交互分析还表明,随着先验知识的增加,卸载可能有益。
这些发现强调了在工作记忆研究中考虑学生先验知识的重要性。它们还展示了外部辅助工具在问题解决过程中如何影响认知过程。