Related Experiment Video
Updated: May 1, 2026

Identification of Disease-related Spatial Covariance Patterns using Neuroimaging Data
Published on: June 26, 2013
Variations in senior medical student diagnostic justification ability
Reed G Williams1, Debra L Klamen, Stephen J Markwell
1Dr. Williams is adjunct professor, Department of Surgery, Indiana University School of Medicine, Indianapolis, Indiana. He is emeritus professor of medical education and J. Roland Folse Professor of Surgical Education Research and Development Emeritus, Southern Illinois University School of Medicine, Springfield, Illinois. Dr. Klamen is associate dean for education and curriculum and professor and chair, Department of Medical Education, Southern Illinois University School of Medicine, Springfield, Illinois. Mr. Markwell is director of statistics and research consulting, Department of Surgery, Southern Illinois University School of Medicine, Springfield, Illinois. Dr. Cianciolo is assistant professor of medical education, Southern Illinois University School of Medicine, Springfield, Illinois. Dr. Colliver is professor of medical education emeritus and past director of statistics and research consulting, Southern Illinois University School of Medicine, Springfield, Illinois. Dr. Verhulst is professor and director of statistics and research informatics, Center for Clinical Research, Southern Illinois University School of Medicine, Springfield, Illinois.
Purpose:
To determine the diagnostic justification proficiency of senior medical students across a broad spectrum of cases with common chief complaints and diagnoses.
Method:
The authors gathered diagnostic justification exercise data from the Senior Clinical Comprehensive Examination taken by Southern Illinois University School of Medicine's students from the classes of 2011 (n = 67), 2012 (n = 66), and 2013 (n = 79). After interviewing and examining standardized patients, students listed their key findings and diagnostic possibilities considered, and provided a written explanation of how they used key findings to move from their initial differential diagnoses to their final diagnosis. Two physician judges blindly rated responses.
Results:
Student diagnostic justification performance was highly variable from case to case and often rated below expectations. Of the students in the classes of 2011, 2012, and 2013, 57% (38/67), 23% (15/66), and 33% (26/79) were judged borderline or poor on diagnostic justification performance for more than 50% of the cases on the examination.
Conclusions:
Student diagnostic justification performance was inconsistent across the range of cases, common chief complaints, and underlying diagnoses used in this study. More than 20% of students exhibited borderline or poor diagnostic justification performance on more than 50% of the cases. If these results are confirmed in other medical schools, attention needs to be directed to investigating new curricular methods that ensure deliberate practice of these competencies across the spectrum of common chief complaints and diagnoses and do not depend on the available mix of patients.
More Related Videos
Related Concept Videos
Documentation of Nursing Diagnosis
In some settings, data-driven computerized decision support systems are in place, allowing for more accurate nursing diagnoses. The database within one of these systems includes diagnostic labels defining characteristics, activities, and indicators for nursing. A nurse enters...
Formulating and Validating Nursing Diagnosis II
Risk nursing diagnoses represent clinical judgments of an individual, family, or community more vulnerable to developing the health problem than others...
Formulating and Validating Nursing Diagnosis I
There are thirteen domains...
Methods of Documentation III: PIE
Methods of Documentation VI: Case Management Model
For example, a patient with a chronic...
Critical Thinking II

