Orbach Lars, Fritz Annemarie
Department of Psychology, Federal University Minas Gerais, Belo Horizonte, Brazil.
Department of Psychology, University of Duisburg-Essen, Duisburg, Germany.
Ann N Y Acad Sci. 2022 Mar;1509(1):130-144. doi: 10.1111/nyas.14720. Epub 2021 Nov 17.
Recent findings on the negative impacts of math anxiety (MA) have raised questions for educational and clinical research regarding effective intervention programs. One basic approach for developing intervention programs in the field of cognitive behavioral therapy is to gain an in-depth understanding of the cognitive beliefs of children with a specific mental problem. By applying latent profile analysis (LPA), the present study aimed at identifying different patterns of MA and providing further insights into its cognitive phenomenology. For this purpose, trait-MA, state-MA, attitudes toward math, academic self-concepts, fixed/growth mindsets, executive functions, and math performance of 475 fourth and fifth graders (48.2% girls) were assessed. LPA indicated seven distinct profiles characterized by different dimensions and patterns of state-MA, trait-MA, and core beliefs toward math. Furthermore, the profiles showed clearly different math performances. The weakest performances were found for a profile with highest state-MA, high trait-MA, and negative cognitive beliefs toward math and a profile with average state-MA, high trait-MA, and negative cognitive beliefs toward math, whereas the highest achieving profile had no state-MA, high trait-MA, and very positive cognitive beliefs toward math. The findings underline the complexity of MA and emphasize the necessity to develop interventions with careful consideration of the heterogeneous patterns.
近期关于数学焦虑(MA)负面影响的研究结果引发了教育和临床研究中有关有效干预项目的问题。在认知行为疗法领域开发干预项目的一种基本方法是深入了解有特定心理问题儿童的认知信念。通过应用潜在剖面分析(LPA),本研究旨在识别MA的不同模式,并进一步深入了解其认知现象学。为此,对475名四、五年级学生(48.2%为女生)的特质MA、状态MA、对数学的态度、学业自我概念、固定/成长型思维模式、执行功能和数学成绩进行了评估。LPA表明存在七种不同的剖面,其特征在于状态MA、特质MA和对数学的核心信念的不同维度和模式。此外,这些剖面显示出明显不同的数学成绩。对于状态MA最高、特质MA高且对数学持有负面认知信念的剖面以及状态MA中等、特质MA高且对数学持有负面认知信念的剖面,其成绩最差,而成绩最高的剖面则没有状态MA、特质MA高且对数学持有非常积极的认知信念。研究结果强调了MA的复杂性,并强调在仔细考虑异质模式的情况下开发干预措施的必要性。