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首页> 外文期刊>Frontiers in Psychology >Introducing a Computerized Figural Memory Test Based on Automatic Item Generation: An Analysis With the Rasch Poisson Counts Model
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Introducing a Computerized Figural Memory Test Based on Automatic Item Generation: An Analysis With the Rasch Poisson Counts Model

机译:基于自动项目生成引入计算机化的图形存储器测试:Rasch Poisson Counts模型的分析

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摘要

An automatic item generator for figural memory test items called figumem was developed. It is available in R. A cognitive model allowed the generation of hypothetically parallel items within three difficulty levels determined by visual information load. In a pilot study, participants solved three items for each level of visual load. Within an item response theory approach, the Rasch Poisson counts model and modifications of it were fitted to the data. Results showed overall satisfying fit. Visual information load explained most of the variance in item difficulty. Differences in difficulty between items of the same family were comparatively low displaying the utility of the item generator for the creation of parallel test forms. Implications, limitations and suggestions for the use and extensions of figumem are discussed. The item generator and a user’s manual are available as online supplementary material to this article.
机译:开发了一个名为Figumem的图形存储器测试项目的自动项目生成器。它在R中可用。认知模型允许在通过视觉信息负载确定的三个难度级别内产生假设并行项目。在试点研究中,参与者为每个级别的视觉负载解决了三个项目。在物品响应理论方法中,Rasch Poisson计数模型和修改它适用于数据。结果表明整体令人满意。视觉信息加载解释了项目难度的大部分方差。同一系列项目之间的难度差异相对较低,显示项目发生器的效用以创建并行测试表格。讨论了界定,限制和挪用语的扩展建议。项目生成器和用户手册可用作本文的联机补充材料。

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