Workup Bias in Prediction Research

Studies often suggest that accepted clinical predictors actually have little predictive strength. One explanation for some such results is the presence of workup bias. To explore the effects of workup bias in prediction research, the authors modeled the effects of workup bias on the ability of early clinical findings to predict intracerebral hemorrhage in patients with stroke. In a simulated biased sample, workup bias resulted in distorted...