Reliability and Validity of Colorado Learning Attitudes about Science Survey (CLASS)

J. M. Badeo, D. Duque
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Abstract

This study aimed to propose revisions in the psychometric properties of Colorado Learning Attitudes for Science Survey (CLASS) based on the evidence found from this study. CLASS is a 42-item instrument that measures students’ attitudes towards physics and learning physics. In determining the validity of CLASS, 227 senior high school students from different schools in Metro Manila and  in Cavite, Philippines participated in the study. Statements in CLASS underwent exploratory factor analysis through principal factor analysis to determine its factor structure. Results showed that from the original 42 items in CLASS, 13 items did not reach acceptable correlation coefficient and factor loadings, thus they were deleted. From the remaining 29 items, four categories emerged: Personal Interest and Real-World Connection, Sense Making/Effort and Problem Solving, Conceptual Connections, and Applied Conceptual Understanding, compared to the eight categories from the original version CLASS. Specifically, the four factors were composed of the following number of items: 8 for Personal Interest and Real-World Connection, 7 for Sense Making/Effort and Problem Solving, 8 for Conceptual Connections, and 6 for Applied Conceptual Understanding. Reliability also reached acceptable overall Cronbach’s alpha value of 0.745. This study proposes this revised 29-item instrument of CLASS as a valid instrument which measures students’ attitude in the areas of personal interest, real world connection, personal effort and approaches in a physics course, and to problem solving.
科罗拉多州科学学习态度调查(CLASS)的信效度
本研究旨在根据本研究发现的证据,对科罗拉多州科学学习态度调查(CLASS)的心理测量特性提出修订建议。CLASS是一个包含42个项目的工具,用来测量学生对物理和学习物理的态度。为了确定CLASS的效度,来自马尼拉大都会和菲律宾Cavite不同学校的227名高中生参与了研究。通过主因子分析对CLASS语句进行探索性因子分析,确定其因子结构。结果显示,在原分类的42个条目中,有13个条目的相关系数和因子负荷不符合要求,因此被删除。从剩下的29个项目中,出现了四个类别:个人兴趣和现实世界的联系,意义创造/努力和解决问题,概念联系和应用概念理解,而原始版本的类别为8个类别。具体来说,这四个因素由以下几个项目组成:个人兴趣和现实世界联系8个,意义创造/努力和解决问题7个,概念联系8个,应用概念理解6个。信度也达到了可接受的总体Cronbach α值0.745。本研究提出这个经修订的29项类量表作为一个有效的工具来衡量学生在个人兴趣,现实世界的联系,个人努力和方法在物理课程,以及解决问题方面的态度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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