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EXPLORING THE EXTENSION OF ITEM RESPONSE THEORY MODELS TO THE ECONOMIC AND SOCIAL MEASUREMENT

机译:探索项目响应理论模型的延伸,经济与社会衡量

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This paper has a methodological focus and is aimed at exploring the advantages of using the Item Response Theory (IRT) models in the measurement of financial strain. Basically, the IRT models allow deriving a latent measure and a scale from a set of dichotomous or polytomous items. Although IRT is a traditional technique of educational and psychological measurement, it can be also used as an econometric model in the measurement of economic and social constructs. In this paper, the one and the two parameter-IRT models are compared with the sum-score approach and the multivariate probit regression, as to point out different methodological aspects, applied to the Luxembourg socioeconomic panel (PSELL-3). The paper also examines the software used in the IRT analysis.
机译:本文具有一种方法论重点,旨在探索在金融应变的测量中使用项目响应理论(IRT)模型的优势。基本上,IRT模型允许从一组二分或多种物品中导出潜在的措施和鳞片。虽然IRT是一种传统的教育和心理测量技术,但它也可以作为经济和社会结构测量的计量计量模式。在本文中,将一个和两个参数IRT模型与总和分数方法和多元概率回归进行比较,以指出不同的方法论方面,应用于卢森堡社会经济面板(PSELL-3)。本文还研究了IRT分析中使用的软件。

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