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Models for Cognitive Diagnostic Modeling |
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| รหัสดีโอไอ | |
| Title | Models for Cognitive Diagnostic Modeling |
| Creator | Phonraphee Thummaphan |
| Contributor | Min Li, Jimmy de la Torre |
| Publisher | สถาบันวิจัยพฤติกรรมศาสตร์ มศว |
| Publication Year | 2559 |
| Keyword | psychometric techniques, cognitive diagnostic modeling |
| Abstract | Psychometric techniques have been developed to measure cognitive constructs and provide practical implications. Cognitive diagnostic modeling (CDM) is a measurement method that is useful for diagnosing the cognitive mastery of examinees. CDM involves various models and steps. We start by providing an overview of CDM. Then we describe four psychometric models for cognitive diagnosis that are most commonly encountered in the literature by discussing their assumptions, strengths, and weaknesses, and the extent to which they relate to each other. Also, we discuss the different steps involved in CDM (i.e., attribute definition, different types of validation, model fitting, and different approaches to model selection). Finally, we propose an integrative framework with which one may carry out CDM. |
| ISBN | 978-616-296-115-1 |
