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Post-Myocardial Infarction Guideline-Recommended Therapy Utilizing Sankey Diagrams Among Medicare Beneficiaries
Montika Bush1, Sharon Peacock-Hinton2, Ross J Simpson3
1Department of Emergency Medicine, School of Medicine, University of North Carolina, Chapel Hill, North Carolina (Dr Bush).
This study visualized post-myocardial infarction (MI) treatment patterns using Sankey diagrams. Many patients show inconsistent cardiac rehabilitation (CR) and guideline-directed medical therapy (GDMT) adherence, highlighting areas for intervention.
Area of Science:
- Cardiology
- Health Services Research
- Data Visualization
Background:
- Guideline-directed medical therapy (GDMT) and cardiac rehabilitation (CR) are crucial for secondary prevention after myocardial infarction (MI).
- Longitudinal patterns of participation in these therapies are complex and not fully understood.
- Visualizing these trends can reveal critical adherence gaps.
Purpose of the Study:
- To longitudinally describe patterns of guideline-directed medical therapy (GDMT) and cardiac rehabilitation (CR) participation for 2 years post-myocardial infarction (MI).
- To utilize Sankey diagrams for visualizing these complex patient pathways.
- To identify patient subgroups with suboptimal secondary prevention adherence.
Main Methods:
- Analysis of Medicare beneficiaries (aged 66-95) hospitalized with acute MI between January 2014 and September 2015.
- Definition of GDMT as a 21-day supply of ACE-inhibitor/ARB, statin, and beta-blocker within a 30-day window.
- Stratification of CR participation by days with claims (1-11, 12-23, ≥24) and visualization using Sankey diagrams.
Main Results:
- Of 5793 beneficiaries, 45% initiated CR within 30 days post-MI.
- At 1 year, 33-37% of patients concluded CR early, with higher rates in those without pre-MI GDMT.
- Medication nonadherence post-MI ranged from 2-16%, with 4-5% monthly switching between GDMT classes.
Conclusions:
- Sankey diagrams effectively illustrate longitudinal patterns of GDMT and CR utilization post-MI.
- Identified intervention populations include those with inconsistent CR participation and medication nonadherence.
- These visualizations aid in understanding and addressing challenges in secondary prevention.
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