1. In this retrospective cohort study, the inclusion of functional impairment and phenotypic frailty more accurately predicted healthcare costs in Medicare patients than claims-based indicators alone. 2. A greater number of self-reported functional impairments were associated with more significant incremental costs compared to those without functional impairments. Evidence Rating Level: 3 (Average) Study Rundown: Older