Sommerhoff Daniel, Kollar Ingo, Ufer Stefan
Department of Mathematics, LMU Munich, Munich, Germany.
Augsburg University, Augsburg, Germany.
Front Psychol. 2021 Jan 21;11:572165. doi: 10.3389/fpsyg.2020.572165. eCollection 2020.
An increasing number of learning goals refer to the acquisition of cognitive skills that can be described as 'resource-based,' as they require the availability, coordination, and integration of multiple underlying resources such as skills and knowledge facets. However, research on the support of cognitive skills rarely takes this resource-based nature explicitly into account. This is mirrored in prior research on mathematical argumentation and proof skills: Although repeatedly highlighted as resource-based, for example relying on mathematical topic knowledge, methodological knowledge, mathematical strategic knowledge, and problem-solving skills, little evidence exists on how to support mathematical argumentation and proof skills based on its resources. To address this gap, a quasi-experimental intervention study with undergraduate mathematics students examined the effectiveness of different approaches to support both mathematical argumentation and proof skills and four of its resources. Based on the part-/whole-task debate from instructional design, two approaches were implemented during students' work on proof construction tasks: (i) a focusing and supporting each resource of mathematical argumentation and proof skills sequentially after each other and (ii) a focusing and supporting multiple resources concurrently. Empirical analyses show pronounced effects of both approaches regarding the resources underlying mathematical argumentation and proof skills. However, the effects of both approaches are mostly comparable, and only mathematical strategic knowledge benefits significantly more from the concurrent approach. Regarding mathematical argumentation and proof skills, short-term effects of both approaches are at best mixed and show differing effects based on prior attainment, possibly indicating an expertise reversal effect of the relatively short intervention. Data suggests that students with low prior attainment benefited most from the intervention, specifically from the concurrent approach. A supplementary qualitative analysis showcases how supporting multiple resources concurrently alongside mathematical argumentation and proof skills can lead to a synergistic integration of these during proof construction and can be beneficial yet demanding for students. Although results require further empirical underpinning, both approaches appear promising to support the resources underlying mathematical argumentation and proof skills and likely also show positive long-term effects on mathematical argumentation and proof skills, especially for initially weaker students.
越来越多的学习目标涉及到认知技能的获得,这些技能可被描述为“基于资源的”,因为它们需要多种潜在资源(如技能和知识层面)的可用性、协调性和整合性。然而,关于认知技能支持的研究很少明确考虑到这种基于资源的性质。这在先前关于数学论证和证明技能的研究中得到了反映:尽管反复强调其基于资源的性质,例如依赖数学主题知识、方法知识、数学策略知识和解决问题的技能,但关于如何基于这些资源来支持数学论证和证明技能的证据却很少。为了填补这一空白,一项针对本科数学专业学生的准实验干预研究考察了不同方法对支持数学论证和证明技能及其四种资源的有效性。基于教学设计中的部分/整体任务辩论,在学生进行证明构建任务时实施了两种方法:(i)依次逐个聚焦并支持数学论证和证明技能的每种资源,以及(ii)同时聚焦并支持多种资源。实证分析表明,这两种方法对数学论证和证明技能的潜在资源都有显著影响。然而,两种方法的效果大多相当,只有数学策略知识从同时进行的方法中获益显著更多。关于数学论证和证明技能,两种方法的短期效果充其量是好坏参半,并且根据先前的成绩表现出不同的效果,这可能表明相对较短的干预存在专业知识反转效应。数据表明,先前成绩较低的学生从干预中获益最大,特别是从同时进行的方法中。一项补充的定性分析展示了在支持数学论证和证明技能的同时,同时支持多种资源如何能在证明构建过程中导致这些资源的协同整合,并且对学生来说既有益又具有挑战性。尽管结果需要进一步的实证支持,但这两种方法似乎都有望支持数学论证和证明技能的潜在资源,并且可能对数学论证和证明技能也显示出积极的长期影响,尤其是对最初较弱的学生。