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Carmel Martin on Muck Rack

Carmel Martin

Washington
As seen in: Color Research & Application, The Guardian, The Washington Post, Wiley, Wiley Online Library, The Hill, U.S. News and World Report, Pittsburgh Post-Gazette, WBUR-FM (Boston, MA), Center for American Progress and
Physician researcher,scholar, + health systems innovator - Primary Care, chronic illness narratives, inequity, complex adaptive systems, AI, book editor
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Articles

Most Instability Phases Resolve: Empirical Evidence for Trajectory Plasticity in Multimorbidity Care from Longitudinal Relational Monitoring

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By Carmel Martin, Donald Campbell, Keith Stockman
| medRxiv
Carmel Martin owns 51% of the PHCJourneys company which provides the software for Patient Journey Record System. The other authors have no conflict of interest The Study did not recieve any funding I confirm all relevant ethical guidelines have been followed, and any necessary IRB and/or ethics committee approvals have been obtained.
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Instability and Plasticity in High Need High-Cost Multimorbidity Care Trajectories Complex Systems Theory Framework for Detecting and Nudging Critical Transitions Grounded in Relational Monitoring

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By Carmel Martin, Keith Stockman, Donald Campbell
| preprints.org
You are already at the latest version Background: Patients described as high-need, high-cost (HNHC) represent a subset of individuals with complex multimorbidity whose healthcare trajectories are char-acterised by recurrent instability and intensive use of acute care services.
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Reframing Super-Utilization: A Complex Systems Review of Cost-Focused Interventions in High-Need, High-Cost Care. Radical Transformation is needed.

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By Carmel Martin
| preprints.org
Submitted: 08 October 2025 You are already at the latest version Subscription Notify me about updates to this article or when a peer-reviewed version is published. This version is not peer-reviewed. Submitted: 08 October 2025 You are already at the latest version Super-utilization, defined as frequent and often avoidable use of emergency departments and hospital admissions, has attracted significant policy and research attention due to its impact on healthcare costs.
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