1. A method comprising: monitoring a signal that varies as a function of patient activity; periodically determining an activity level of the patient based on the signal; associating each of the determined activity levels with a therapy parameter set currently used by a medical device to deliver a therapy to a patient to treat incontinence when the activity level is determined; and determining a value of an activity metric for each of a plurality of therapy parameter sets based on activity levels associated with the therapy parameter sets.