Related Experiment Video
Updated: Nov 1, 2025

Inverse Probability of Treatment Weighting Propensity Score using the Military Health System Data Repository and National Death Index
Published on: January 8, 2020
Managed care COVID-19 outcomes in a population health program
Richard B Aguilar, Patrick Hardigan, Bindu S Mayi
1Cano Health, 9725 NW 117 Ave, Suite 200, Miami, FL 33178.
Objectives:
To determine (1) factors linked to hospitalizations among managed care patients (MCPs), (2) outcome improvement with use of outpatient off-label treatment, and (3) outcome comparison between MCPs and a mirror group.
Study Design:
Retrospective cohort study comparing MCPs with an age- and gender-matched mirror group in Florida from April 1, 2020, to May 31, 2020.
Methods:
A total of 38,193 MCPs in a Florida primary care group were monitored for COVID-19 incidence, hospitalization, and mortality. The highest-risk patients were managed by the medical group's COVID-19 Task Force. As part of a population health program, the COVID-19 Task Force contacted patients, conducted medical encounters, and tracked data including comorbidities and medical outcomes. The MCPs enrolled in the medical group were compared with a mirror group from the state of Florida.
Results:
The mean (SD) age among the MCPs was 67.9 (15.2) years, and 60% were female. Older age and hypertension were the most important factors in predicting COVID-19. Obesity, chronic kidney disease (CKD), and congestive heart failure (CHF) were linked to higher rates of hospitalizations. Patients prescribed off-label outpatient medications had 73% lower likelihood of hospitalization (P < .05). Compared with the mirror group, MCPs had 60% lower COVID-19 mortality (P < .05).
Conclusions:
MCPs have risk factors similar to the general population for COVID-19 incidence and progression, including older age, hypertension, obesity, CHF, and CKD. Outpatient treatment with off-label medicines decreased hospitalizations. A comprehensive population health program decreased COVID-19 mortality.
Insights
Managed care patients (MCPs) with risk factors like older age and hypertension face COVID-19 hospitalization risks. Off-label outpatient treatment significantly reduced hospitalizations, and a population health program lowered COVID-19 mortality.
Area of Science:
- Public Health
- Epidemiology
- Health Services Research
Background:
- Managed care patients (MCPs) share risk factors with the general population for COVID-19, including older age, hypertension, obesity, chronic kidney disease (CKD), and congestive heart failure (CHF).
- Understanding factors influencing COVID-19 outcomes in MCPs is crucial for targeted interventions and resource allocation.
- The study investigates the impact of outpatient treatment and population health programs on COVID-19 outcomes within this specific patient group.
Purpose of the Study:
- To identify factors associated with COVID-19 hospitalizations among MCPs.
- To evaluate the effectiveness of off-label outpatient treatment in improving outcomes.
- To compare COVID-19 outcomes between MCPs and a matched mirror group.
Main Methods:
- A retrospective cohort study design was employed, comparing 38,193 MCPs in Florida with an age- and gender-matched mirror group.
- Data on COVID-19 incidence, hospitalization, and mortality were collected from April 1, 2020, to May 31, 2020.
- A dedicated COVID-19 Task Force managed high-risk patients, including medical encounters and outcome tracking.
Main Results:
- Older age and hypertension were key predictors of COVID-19 hospitalization. Obesity, CKD, and CHF were also linked to increased hospitalization rates.
- Patients receiving off-label outpatient medications demonstrated a 73% lower likelihood of hospitalization (P < .05).
- MCPs experienced a 60% reduction in COVID-19 mortality compared to the mirror group (P < .05).
Conclusions:
- MCPs exhibit similar COVID-19 risk factors to the general population, necessitating proactive management strategies.
- The utilization of off-label outpatient medications proved effective in reducing hospitalization rates.
- Comprehensive population health programs significantly contributed to a decrease in COVID-19 mortality among MCPs.
More Related Videos
Related Concept Videos
Methods of Documentation VI: Case Management Model
For example, a patient with a chronic...
Methods Of Healthcare Delivery System
Managed Care System:
The managed care system is designed to control the cost while maintaining the quality of care. The patient's care from admission to discharge is planned by the primary care provider or the case manager, also known as the gatekeeper. In a managed care system, the number of care providers is...
Issues And Trends In Healthcare Delivery System
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
Documentation in Long-Term and Home Healthcare Setting
Long-Term Care Facilities
Patient-centered Care
Introduction To Health Care Delivery System
The Institute of Medicine (IOM) advocates for a patient-centered, effective, safe, timely, equitable, and effective healthcare system. The National Priorities...

