In this study, we investigated whether a relationship between frailty status and performance of activities of daily living could be represented using kinematic analyses. The known core symptoms of frailty are self-reported exhaustion, decreased walking speed, decreased physical activity, weight loss, and reduced grip strength. This is associated with limitations in activities of daily living and is often associated with decreased quality of life, institutionalization, and increased health care costs. Hand movements during activities of daily living were recorded with accelerometer data from a smartwatch. Individuals with higher frailty status showed slower, more monotonous movements and generally reduced agility and intensity of hand movement. In contrast, no correlation was found for execution time of the tasks.