This cross-sectional study of 202 COPD patients used structural equation modeling to test a model based on the theory of unpleasant symptoms. The central result was that disease severity, uncertainty, and symptom experience were direct factors affecting functional performance, and uncertainty influenced performance indirectly by reducing symptom experience.