Showing 1 - 2 of 2 Research Library Publications

Leveraging Machine Learning Technology to Improve Accuracy and Efficiency of Identification of Enemy Item Pairs

Posted: | Ian Micir, Kimberly Swygert, Jean D'Angelo

Journal of Applied Technology: Volume 23 - Special Issue 1 - Pages 30-40

 

The interpretations of test scores in secure, high-stakes environments are dependent on several assumptions, one of which is that examinee responses to items are independent and no enemy items are included on the same forms. This paper documents the development and implementation of a C#-based application that uses Natural Language Processing (NLP) and Machine Learning (ML) techniques to produce prioritized predictions of item enemy statuses within a large item bank.

Category:Assessment-Oriented Research, Scoring, Applications of Technology

Gender Comparison in Milestone Trajectories and Medical Knowledge Examination Scores among Internal Medicine Residents

Posted: | Karen E. Hauer, Daniel Jurich, Jonathan Vandergrift, Rebecca S. Lipner, Furman S. McDonald, Kenji Yamazaki, Davoren Chick, Kevin McAllister, Eric S. Holmboe

Academic Medicine: Volume 96 - Issue 6 - p 876-884(9)

 

This study examines whether there are group differences in milestone ratings submitted by program directors working with clinical competency committees based on gender for internal medicine residents and whether women and men rated similarly on subsequent in-training and certification examinations.

Category:Assessment-Oriented Research, General Measurement