This is presented by the AIME SIGIMIE. Pretesting items in large-scale assessments requires substantial time, resources, and financial investment. Accurately predicting item difficulty before any administration can streamline pretesting, reduce costs, and provide earlier feedback to item writers, supporting targeted revisions that better align with intended difficulty. Effective difficulty prediction methods, therefore, have the potential...