Physical exercise is an effective treatment approach for neuropsychiatric symptoms (NPS), but it is unknown whether the reduction of NPS has an impact on professional caregiver burden. A randomized controlled trial in acute dementia care with N = 70 patients, n = 35 per group, was conducted. The intervention group (IG) received an exercise program, the control group a social stimulation program. The RM-ANOVA showed a significant group x time interaction with time effects for the IG and decreased caregiver burden due to the exercise program at follow-up. Physical exercise programs may not only be beneficial for the patients but also for their professional caregivers.