Sep 15, 2026
Trust by Design: What Makes Patient-Generated Data Reliable?
Patient-generated data from smartphones, wearables, home-monitoring devices, digital therapeutics, and patient-reported outcomes is becoming essential to decentralized care and clinical research. Its value, however, depends not on volume but on confidence in its authenticity, accuracy, provenance, and clinical relevance. In decentralized trials, where sponsors may not directly observe adherence, safety events, or protocol activities, trustworthy data is critical to reliable study results and sound clinical decisions. As AI expands across healthcare, high-quality data supports better predictions and more actionable insights, while poor data can amplify errors. The organizations best positioned to lead will be those that validate patient-generated information at the point of capture and transform it into evidence that clinicians, researchers, regulators, and patients can trust.