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| Estimation of IRT Item Parameters Treatment of Missing Responses in NAEP Assumptions of the Item Scaling Models Checks for Violations of Assumptions | ||
NAEP score scales are based on the set of assessment items that represent the content specified in the
NAEP frameworks, and they are used to summarize scale score results for groups of students. For each subject, the framework specifies how many separate scales are reported.
Item Response Theory (IRT) models are used to describe the relationships between the item responses provided by students and the underlying score scales. IRT provides a common scale on which the performance of students receiving different blocks of items can be placed. For each item, item parameters that are used in the models are estimated from student response data. Different IRT models with different types of item parameters are used to describe multiple-choice items, constructed-response items that are scored right or wrong, and constructed-response items that have more than two score categories. However, all types of items contribute to NAEP score scales. Evaluation of model fit is done during the item parameter estimation procedure.