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Applying a Multidimensional Item Response Theory Approach in Validating the Dimensionality of the Positive Youth Development Scale

机译:应用多维项目反应理论方法验证积极青年发展量表的维度

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摘要

Positive youth development has gained a lot of attention recently since it acts as a protective factor for several risk behaviors and other important life outcomes in adolescents and young adults. The main objective of this study was to explore the factorial structure of the Positive Youth Development Scale (PYDS) using multidimensional item response theory (MIRT). Three different models were examined: a unidimensional model, a multidimensional model with six distinct dimensions, and a multidimensional bifactor model, where each item was restricted to load simultaneously on a global positive development factor as well as a domain-specific one. Results indicated that the bifactor model provided superior model fit compared to the competing models, including a testlet and purified models. The study concludes with the advantages of MIRT models in dimensionality assessment and provides some suggestions for the improvement of the PYDS' item characteristics.
机译:积极的青年发展最近引起了很多关注,因为它是青少年和年轻人的几种危险行为和其他重要生活结果的保护因素。本研究的主要目的是使用多维项目反应理论 (MIRT) 探索积极青年发展量表 (PYDS) 的因子结构。研究了三种不同的模型:一维模型、具有六个不同维度的多维模型和多维双因素模型,其中每个项目都被限制为同时加载全局正发展因子和特定领域的因子。结果表明,与竞争模型(包括睾丸和纯化模型)相比,双因子模型提供了更好的模型拟合。该研究总结了MIRT模型在维度评估中的优势,并为改善PYDS项目特征提供了一些建议。

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