ITEM RESPONSE THEORY: PAST PERFORMANCE, PRESENT DEVELOPMENTS, AND FUTURE EXPECTATIONS

ITEM RESPONSE THEORY: PAST PERFORMANCE, PRESENT DEVELOPMENTS, AND FUTURE EXPECTATIONS
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项目反应理论:过去的表现、当前的发展和未来的期望

DOI:
10.2333/bhmk.33.75
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发表时间:
2006
期刊:
影响因子:
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通讯作者:
B. Junker
B. Junker
中科院分区:
--
文献类型:
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作者:
K. Sijtsma;B. Junker

文献摘要

被引文献

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我们给一个历史性的介绍项目反应理论,它的地方瑟斯顿,主,古特曼和库姆斯在当今的角度来看的工作。现代项目反应理论的一般假设,局部独立性和单调性的反应函数,进行了讨论,其次是一个一般的框架,估计项目反应模型。讨论了六类著名的项目反应模型及其最新发展:(1)二分法项目评分模型;(2)多值项目评分模型;(3)非参数模型;(4)展开模型;(5)多维模型;(6)参数限制模型。最后,值得注意的是,项目反应理论已经从一维的项目和测量的人的数据分析工具,复杂的研究设计。
We give a historical introduction to item response theory, which places the work of Thurstone, Lord, Guttman and Coombs in a present-day perspective. The general assumptions of modern item response theory, local independence and monotonicity of response functions, are discussed, followed by a general framework for estimating item response models. Six classes of well-known item response models and recent developments are discussed: (1) models for dichotomous item scores; (2) models for polytomous item scores; (3) nonparametric models; (4) unfolding models; (5) multidimensional models; and (6) models with restrictions on the parameters. Finally, it is noted that item response theory has evolved from unidimensional scaling of items and measurement of persons to data analysis tools for complicated research designs.