ARM Approach
Predict – Individual Risk Profiling at Enrollment
At study entry, each participant receives an individualized adherence risk profile based on validated behavioral modeling frameworks.
This allows sponsors and sites to anticipate potential challenges before non-adherence materializes.
Personalize – Behavioral-Based Support Delivery
ARM tailors support dynamically according to:
- Behavioral drivers (acceptance, perceived control, motivation)
- Disease burden and symptom evolution
- Treatment complexity
- Protocol milestones
Each interaction is relevant, timely, and aligned with the patient’s specific journey.
Monitor – Continuous Risk Reassessment
Adherence risk is not static.
ARM continuously reassesses behavioral and experiential inputs, updating risk scores in real time and adapting support pathways accordingly.
This ensures that support evolves alongside the patient.
Intervene – Real-Time Alerts for Clinical Teams
When elevated adherence risk is detected, ARM generates targeted communication strategy within the back-office dashboard.
Clinical teams gain clear visibility into:
- High-risk individuals
- Cohort-level adherence trends
- Emerging risk patterns
Intervention becomes proactive rather than reactive.
