Joint longitudinal trajectories of physical activity and muscle strength and incident cognitive impairment: evidence from three national aging cohorts

Physical activity (PA) and muscle strength are important modifiable factors for healthy aging, yet their joint longitudinal associations with cognitive impairment (CI) remain unclear. We aimed to examine the association between joint longitudinal PA–muscle strength trajectories and incident CI across three national cohorts, and to explore machine learning-based prediction of incident CI.