Showing 1 - 2 of 2 Research Library Publications

Blue Skies With Clouds: Envisioning the Future Ideal State and Identifying Ongoing Tensions in the UME–GME Transition

Posted: | Karen E. Hauer, Pamela M. Williams, Julie S. Byerley, Jennifer L. Swails, Michael A. Barone

Academic Medicine: Volume 98 - Issue 2 - Pages 162-170

 

The US medical education transition from school to residency is resource-intensive. The Coalition for Physician Accountability aims to improve it, emphasizing learner support, diversity, and minimizing conflicts. This study explores key tensions and offers strategies to align the transition with ideal goals, aiding educators and organizations in implementing recommendations.

Category:Assessment-Oriented Research, Links to Outcomes

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