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Updated: Sep 25, 2025

An R-Based Landscape Validation of a Competing Risk Model
Published on: September 16, 2022
Preparing and Presenting Validation Studies: A Guide for the Perplexed
Aaron W Calhoun1, Mark W Scerbo
1From the Division of Pediatric Critical Care (A.W.C.), Department of Pediatrics, University of Louisville School of Medicine, Louisville, KY; and Department of Psychology (M.W.S.), Old Dominion University, Norfolk, VA.
Summary Statement:
Simulated environments are frequently used for learner assessment, and a wide array of assessment instruments have been created to assist with this process. It is important, therefore, that clear, compelling evidence for the validity of these assessments be established. Contemporary theory recognizes instrument validity as a unified construct that links a construct to be assessed with a population, an environment of assessment, and a decision to be made using the scores. In this article, we present a primer on 2 current frameworks (Messick and Kane), define the elements of each, present a rubric that can be used by potential authors to structure their work, and offer examples of published studies showing how each framework has been successfully used to make a validity argument. We offer this with the goal of improving the quality of validity-related publications, thereby advancing the quality of assessment in healthcare simulation.
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