We have developed proprietary software to analyze a range of activity data, and have experience navigating the IRB process for several activity studies. One study involved collecting observational and actigraphy data via wearable wireless sensors attached to older adult subjects. The Lab compared accelerometer data with observational data to see how different types of physical activity are represented and categorized by the electronic sensor.