建立一个更大的工具箱:现有和拟议的认知能力测试粗心应答测量方法的结构效度

Mark C. Ramsey, N. Bowling
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摘要

在人员选拔过程中,雇主通常会使用认知能力测验。虽然能力测验可以很好地预测工作绩效,但如果应试者粗心应答,测验的有效性就会大打折扣。因此,研究人员必须掌握有效的粗心应答测量方法,以便筛查粗心应答,并对防止粗心应答的工作进行评估。以往的研究主要使用两种方法来评估能力测试中的粗心应答--应答时间和自我报告的粗心。在本文中,我们通过研究另外四种测量方法的建构效度,扩展了粗心应答评估工具箱:(1)不经常性;(2)指导性反应;(3)长字符串;(4)个体内部反应变异性(IRV)指数。扩大粗心应答指数的可用范围非常重要,因为新指数的优势可能会抵消现有指数的不足,并能让研究人员更好地评估异质性粗心应答行为。在三个数据集(N = 1,193)中,我们发现反应时间和不频繁指数的有效性得到了强有力的支持,而指示反应和 IRV 指数的有效性得到了中等程度的支持。
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Building a Bigger Toolbox: The Construct Validity of Existing and Proposed Measures of Careless Responding to Cognitive Ability Tests
Employers commonly use cognitive ability tests in the personnel selection process. Although ability tests are excellent predictors of job performance, their validity may be compromised when test takers engage in careless responding. It is thus important for researchers to have access to effective careless responding measures, which allow researchers to screen for careless responding and to evaluate efforts to prevent careless responding. Previous research has primarily used two types of measures to assess careless responding to ability tests—response time and self-reported carelessness. In the current paper, we expand the careless responding assessment toolbox by examining the construct validity of four additional measures: (1) infrequency, (2) instructed-response, (3) long-string, and (4) intra-individual response variability (IRV) indices. Expanding the available set of careless responding indices is important because the strengths of new indices may offset the weaknesses of existing indices and would allow researchers to better assess heterogeneous careless response behaviors. Across three datasets ( N = 1,193), we found strong support for the validity of the response-time and infrequency indices, and moderate support for the validity of the instructed-response and IRV indices.
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