{"title":"Differences between experts in mathematical problem solving","authors":"Eirin Stenberg Hartviksen, Per Øystein Haavold","doi":"10.1016/j.tsc.2025.101875","DOIUrl":null,"url":null,"abstract":"<div><div>Research on expertise in a school mathematics context has traditionally followed the expert-novice paradigm, with few studies exploring its nuances. Mathematical expertise in a school context is often equated with giftedness, despite being distinct concepts, and rarely studied using authentic, complex problems. Our study examined different types of mathematical expertise by comparing two groups of high-school students- “High-Achievers” (HA, <em>n</em> = 24) and “Problem-Solving Competitors” (PSC, <em>n</em> = 19)- as they worked on solving three complex, ill-structured problems. Significant differences with large effect sizes were found between the groups across Progression, Flexibility, and Argumentation in tasks, except for Progression on Task 1. Possible reasons are discussed. Overall, our results suggest that different types of mathematical expertise in a school context manifest in distinct ways, emphasizing the need for a more nuanced understanding of expertise in this field.</div></div>","PeriodicalId":47729,"journal":{"name":"Thinking Skills and Creativity","volume":"58 ","pages":"Article 101875"},"PeriodicalIF":4.5000,"publicationDate":"2025-05-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Thinking Skills and Creativity","FirstCategoryId":"95","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1871187125001245","RegionNum":2,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"Social Sciences","Score":null,"Total":0}
引用次数: 0
Abstract
Research on expertise in a school mathematics context has traditionally followed the expert-novice paradigm, with few studies exploring its nuances. Mathematical expertise in a school context is often equated with giftedness, despite being distinct concepts, and rarely studied using authentic, complex problems. Our study examined different types of mathematical expertise by comparing two groups of high-school students- “High-Achievers” (HA, n = 24) and “Problem-Solving Competitors” (PSC, n = 19)- as they worked on solving three complex, ill-structured problems. Significant differences with large effect sizes were found between the groups across Progression, Flexibility, and Argumentation in tasks, except for Progression on Task 1. Possible reasons are discussed. Overall, our results suggest that different types of mathematical expertise in a school context manifest in distinct ways, emphasizing the need for a more nuanced understanding of expertise in this field.
对学校数学背景下的专业知识的研究传统上遵循专家-新手范式,很少有研究探索其细微差别。在学校环境中,数学专业知识经常被等同于天赋,尽管这是不同的概念,而且很少使用真实的、复杂的问题进行研究。我们的研究通过比较两组高中生——“高成就者”(HA, n = 24)和“解决问题的竞争者”(PSC, n = 19)——在解决三个复杂的、结构不良的问题时,考察了不同类型的数学专业知识。除任务1的进展外,各组之间在任务的进展、灵活性和论证方面存在显著差异,且效应量很大。讨论了可能的原因。总体而言,我们的研究结果表明,在学校环境中,不同类型的数学专业知识以不同的方式表现出来,强调需要对该领域的专业知识进行更细致入微的理解。
期刊介绍:
Thinking Skills and Creativity is a new journal providing a peer-reviewed forum for communication and debate for the community of researchers interested in teaching for thinking and creativity. Papers may represent a variety of theoretical perspectives and methodological approaches and may relate to any age level in a diversity of settings: formal and informal, education and work-based.