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On the use of rotated context questionnaires in conjunction with multilevel item response models

机译:关于结合使用旋转式上下文调查表和多级项目响应模型

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Background While rotated test booklets have been employed in large-scale assessments to increase the content coverage of the assessments, rotation has not yet been applied to the context questionnaires administered to respondents. Methods This paper describes the development of a methodology that uses rotated context questionnaires in conjunction with multilevel item response models and plausible values. In order to examine the impact of this methodology on the continuity of the results, PISA 2006 data for nine heterogeneous countries were rescaled after having been restructured to simulate the outcomes of the use of different rotated context questionnaire designs. Results Results revealed negligible differences when means, standard deviations, percentiles, and correlations were estimated using plausible values drawn with multilevel item response models that adopted different approaches to questionnaire rotation. Conclusions The results of the analyses support the use of rotated contextual questionnaires for respondents in order to extend the methodology currently used in large-scale sample surveys.
机译:背景技术虽然在大规模评估中使用了轮换的测试手册来增加评估的内容覆盖范围,但轮换还没有应用于向受访者提供的背景调查表。方法本文描述了一种方法的开发,该方法使用了轮换上下文调查表以及多级项目响应模型和合理值。为了检查此方法对结果连续性的影响,在对9个不同国家的PISA 2006数据进行了重组之后,对它们进行了重新缩放,以模拟使用不同轮换背景调查表设计的结果。结果结果显示,当采用采用不同问卷轮换方法的多级项目响应模型得出的合理值估算均值,标准差,百分位数和相关性时,差异可忽略不计。结论分析的结果支持为受访者使用轮换的背景调查表,以扩展当前在大规模样本调查中使用的方法。

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