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Alternative payment models: can (should) trauma care be bundled?
Andrew James Kerwin1, Alexandra Mercel1, David J Skarupa1
1Department of Surgery, University of Florida College of Medicine Jacksonville, Jacksonville, Florida, USA.
Trauma care bundling is not feasible due to inconsistent injury patterns. However, analyzing variations in injury severity and outcomes like survival probability and ICU length of stay offers opportunities for process improvement in alternative payment models (APMs).
Area of Science:
- Trauma Surgery
- Health Economics
- Healthcare Policy
Background:
- Legislation mandates a shift from fee-for-service to alternative payment models (APMs), including service bundling.
- Trauma care feasibility for APMs requires analysis of current practices.
- A state-designated level I trauma center's two-year experience was evaluated.
Purpose of the Study:
- To determine the feasibility of implementing service bundling for trauma care within APMs.
- To analyze the consistency and predictability of injury profiles in trauma patients.
- To identify potential areas for process improvement in trauma care delivery.
Main Methods:
- Patient data from 2014-2015 were reviewed to create unique 'trauma bundles' based on Abbreviated Injury Scale (AIS) scores.
- Injury profiles were analyzed for frequency and variations between years.
- Correlations between injury profiles, survival probability (Ps), and intensive care unit length of stay (ICU LOS) were assessed.
Main Results:
- Over two years, 5813 patients generated 858 distinct injury profiles, with only 8% occurring frequently (>12 times).
- Significant frequency variations in injury profiles were observed between 2014 and 2015.
- Analysis of frequent injury patterns revealed an inverse correlation between standard deviation (SD) of Ps (R²=0.68) and a direct correlation for ICU LOS (R²=0.84).
Conclusions:
- The heterogeneity of injury patterns and physiological responses makes predictable bundling for trauma APMs challenging.
- Increasing SD in injury profiles correlates with decreased survival probability and increased ICU LOS, indicating potential for process optimization.
- The study suggests that while direct bundling may be infeasible, understanding injury variability can guide quality improvement initiatives.
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