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Updated: Mar 28, 2026

06:55
Inverse Probability of Treatment Weighting Propensity Score using the Military Health System Data Repository and National Death Index
Published on: January 8, 2020
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Should MA plans try to attract the sick?
Summary
Attracting high-risk patients can benefit healthcare plans, patients, and providers. Advances in data systems and analytics empower health systems to effectively manage complex care needs for sicker individuals.
Area of Science:
- Health Services Research
- Healthcare Management
- Medical Informatics
Background:
- Managed care plans benefit from a balanced patient risk mix.
- Increased enrollment of high-risk patients presents opportunities for greater rewards.
- Traditional challenges in managing high-risk populations are being addressed by technological advancements.
Purpose of the Study:
- To explore the potential benefits of enrolling high-risk patients in managed care.
- To examine how improved data systems and analytics can mitigate risks associated with sicker patients.
- To understand how healthcare organizations can leverage new technologies for better chronic disease management.
Main Methods:
- Analysis of managed care enrollment strategies.
- Review of advancements in healthcare data systems and analytics.
- Case studies on hospitals and health systems managing complex patient populations.
Main Results:
- Higher-risk enrollees can lead to increased rewards for all stakeholders.
- Enhanced data analytics enable better risk mitigation for complex patient cases.
- New technologies facilitate improved care management for patients with multiple chronic conditions.
Conclusions:
- Managed care plans can achieve greater rewards by enrolling high-risk patients.
- Technological advancements are crucial for effectively managing high-risk populations.
- Provider organizations can optimize care delivery for patients with multiple chronic conditions through data-driven strategies.
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