Real World Studies
Efficacy and behavior data in real-world settings — supporting product and clinical decisions
Collecting efficacy and behavior data in real-world settings. Scenario-based applications include: Aesthetic medicine peri-operative — continuous tracking of skin condition and treatment outcomes before and after procedures; at-home scenarios — subjects wear ActiGraph and other wearables for remote sleep, activity and heart rate collection to assess long-term adherence and efficacy of skincare/personal care products; multi-scenario (clinic + at-home) — integration of clinic visits and at-home monitoring for real-world evidence to support clinical and product decisions. Multi-source data integration and visualization support evidence generation and insights.
Scenario-Based Applications
Peri-operative (Aesthetic Medicine)
Continuous tracking of skin condition and treatment outcomes before and after procedures for peri-operative real-world evidence.
At-Home Scenario
Subjects wear ActiGraph and other wearables for remote sleep, activity and heart rate collection to assess long-term adherence and efficacy of skincare and personal care products.
Clinic + At-Home Multi-Scenario
Integration of clinic visits and at-home monitoring data; multi-source real-world evidence to support clinical and product decisions.