Journal of the American Heart Association, Volume 15, Issue 6 , March 17, 2026. BackgroundIn‐person walking assessments are time consuming, limiting their clinical use.
This study aimed to identify simple questions that best reflected the walking ability of patients with peripheral artery disease.MethodsThis was a post‐hoc analysis of responses for self‐reported mobility and fatigue‐based questions, and walking distance from the BIP (Behavioral Intervention by Allied Health Professionals to Promote Physical Activity) trial. Responses to questions that predicted minimum clinically important differences in walking distance (20 m) were identified using generalized linear models.
Random forest was used to train the identified questions using baseline data, which were tested for their ability to estimate 6‐minute walking distances measured at 4, 12 and 24 months.