This paper provides considerations for designing and deploying a BYOD model to capture data for clinical studies. These considerations address: (1) early identification and engagement with internal and external stakeholders; (2) study design including informed consent and recruitment strategies; (3) outcome, endpoint, and technology selection; (4) data management including compliance and data monitoring; and (5) statistical considerations to meet regulatory requirements.