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多组比较和跨组等效结构效度假设:方法学与实质性问题

Multigroup Comparisons and the Assumption of Equivalent Construct Validity Across Groups: Methodological and Substantive Issues.

作者信息

Byrne B M

出版信息

Multivariate Behav Res. 1989 Oct 1;24(4):503-23. doi: 10.1207/s15327906mbr2404_7.

Abstract

The purposes of this article are (a) to compare construct validity findings from Campbell-Fiske and LISREL confirmatory factor analyses (CFA) of a multitrait-multimethod matrix for each of two groups, and then to test for construct validity equivalence across groups -- the methodological issue, and (b) to demonstrate how construct validity can differ across groups -- the substantive issue. Multidimensional self-concept (general, academic, English, mathematics) responses to three types of measurement scales (Likert, semantic differential, Guttman) for low- and high4rack grade 11 and 12 students provided the exemplary data base. Methodologically, findings demonstrate the superiority of CFA over the Campbell-Fiske approach by (a) providing more detailed evidence of construct validity within groups, and (b) testing for the equivalency of construct validity across groups. Substantively, the findings illustrate that the assumption of group-invariant construct validity cannot be taken for granted; differences were found in both the measurement and structure of self-concept. Results bear importantly on the validity of findings based on multigroup comparisons.

摘要

本文的目的有两个

(a)比较通过坎贝尔-菲斯克法和LISREL验证性因素分析(CFA)对两组学生各自的多特质-多方法矩阵进行建构效度分析的结果,然后检验两组之间的建构效度等效性——这是一个方法论问题;(b)证明建构效度在不同组之间是如何不同的——这是一个实质性问题。针对11年级和12年级成绩低和高的学生,对三种测量量表(利克特量表、语义差异量表、古特曼量表)的多维自我概念(一般、学业、英语、数学)反应提供了示例数据库。在方法论上,研究结果表明CFA优于坎贝尔-菲斯克法,具体表现为:(a)为组内建构效度提供了更详细的证据;(b)检验了组间建构效度的等效性。在实质性方面,研究结果表明,不能想当然地认为建构效度在不同组之间是不变的;在自我概念的测量和结构方面均发现了差异。研究结果对基于多组比较的研究结果的效度具有重要影响。

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