情境判断测验分数的效度与信度

Validity and Reliability of Situational Judgement Test Scores

ORGANIZATIONAL RESEARCH METHODS · 2016
被引 87
人大 A-ABS 4

中文导读

指出传统方法评估情境判断测验(SJT)效度和信度的不足,提出认知诊断模型(CDM)作为新方法,能提供更丰富的评分信息,并通过实例验证其可靠性和有效性。

Abstract

Conventional methods for assessing the validity and reliability of situational judgment test (SJT) scores have proven to be inadequate. For example, factor analysis techniques typically lead to nonsensical solutions, and assumptions underlying Cronbach’s alpha coefficient are violated due to the multidimensional nature of SJTs. In the current article, we describe how cognitive diagnosis models (CDMs) provide a new approach that not only overcomes these limitations but that also offers extra advantages for scoring and better understanding SJTs. The analysis of the Q-matrix specification, model fit, and model parameter estimates provide a greater wealth of information than traditional procedures do. Our proposal is illustrated using data taken from a 23-item SJT that presents situations about student-related issues. Results show that CDMs are useful tools for scoring tests, like SJTs, in which multiple knowledge, skills, abilities, and other characteristics are required to correctly answer the items. SJT classifications were reliable and significantly related to theoretically relevant variables. We conclude that CDM might help toward the exploration of the nature of the constructs underlying SJT, one of the principal challenges in SJT research.

心理测量学认知诊断模型测验评分应用心理学