Mobile devices, use of computers, wearables and other biosensors to gather and store amounts of health-related data has been rapidly accelerating. The data has the potential to allow one to better deign and conduct clinical trials and studies in the healthcare setting. With the development of these new analytical capabilities there is improvement on analyzing and applying the results to medical product development and approval.