Previously submitted to: JMIR Cardio (no longer under consideration since Apr 09, 2026)
Date Submitted: Apr 7, 2026
Open Peer Review Period: Apr 9, 2026 - Apr 9, 2026
(closed for review but you can still tweet)
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Beyond Reactive Medicine: The Case for Proactive Chronic Disease Management Through Wearable Monitoring and Predictive Analytics
ABSTRACT
Background:
The prevailing reactive model of healthcare - in which chronic conditions are managed episodically, and interventions are triggered by symptom acuity - has demonstrably failed to contain costs, reduce hospitalizations, or improve long-term patient outcomes.
Objective:
To help provide a viewpoint on a proactive care model path moving forward.
Methods:
Studies, research, applied knowledge.
Results:
Proactive care models reduce hospitalizations by 30–65%, generate $2–$4 in savings per dollar invested, and enable intervention an average of 3–7 days earlier than symptom-driven approaches.
Conclusions:
Proactive chronic care is a viable path forward.
Citation
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