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Association of COVID-19 Hospitalization Volume and Case Growth at US Hospitals with Patient Outcomes
Rohan Khera1, Yusi Liu2, James A de Lemos3
1Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, Conn; Center for Outcomes Research and Evaluation, Yale-New Haven Hospital, New Haven, Conn.
Insights
Rapidly increasing COVID-19 hospitalizations, not overall volume, are linked to worse patient outcomes. Identifying hospitals with accelerated case growth is crucial for resource allocation and future pandemic preparedness.
Area of Science:
- Healthcare management
- Epidemiology
- Public health
Background:
- Understanding the impact of COVID-19 hospitalization volume on patient outcomes is critical for hospital resource management during pandemics.
- The study addresses the implications for organizing hospital care during the COVID-19 pandemic and future high-volume health crises.
Purpose of the Study:
- To evaluate the association between COVID-19 hospitalization volume and weekly case growth with in-hospital case-fatality rates.
- To identify hospital characteristics that may predict poorer outcomes during surges of infectious diseases.
Main Methods:
- Analysis of COVID-19 hospitalizations from the American Heart Association COVID-19 Cardiovascular Disease Registry (January-August 2020).
- Evaluation of the association between hospitalization volume and case growth rate (indexed to bed capacity) and risk-standardized case-fatality rate (rsCFR).
Main Results:
- No significant association was found between overall hospital COVID-19 case volume and rsCFR.
- Hospitals with more rapid COVID-19 case growth exhibited higher rsCFR, with a 4-fold increased odds of above-median rsCFR in the highest growth quartile.
- No differences in medical treatments or intensive care unit therapies were observed between quartiles.
Conclusions:
- Accelerated COVID-19 case growth is a marker for hospitals at risk of poor patient outcomes.
- Identifying hospitals with rapid case growth is essential for targeted resource allocation and triage strategies.
- Early recognition of these hospital signatures is vital for preparing the health system for future health challenges.
Background:
Whether the volume of coronavirus disease 2019 (COVID-19) hospitalizations is associated with outcomes has important implications for the organization of hospital care both during this pandemic and future novel and rapidly evolving high-volume conditions.
Methods:
We identified COVID-19 hospitalizations at US hospitals in the American Heart Association COVID-19 Cardiovascular Disease Registry with ≥10 cases between January and August 2020. We evaluated the association of COVID-19 hospitalization volume and weekly case growth indexed to hospital bed capacity, with hospital risk-standardized in-hospital case-fatality rate (rsCFR).
Results:
There were 85 hospitals with 15,329 COVID-19 hospitalizations, with a median hospital case volume was 118 (interquartile range, 57, 252) and median growth rate of 2 cases per 100 beds per week but varied widely (interquartile range: 0.9 to 4.5). There was no significant association between overall hospital COVID-19 case volume and rsCFR (rho, 0.18, P = .09). However, hospitals with more rapid COVID-19 case-growth had higher rsCFR (rho, 0.22, P = 0.047), increasing across case growth quartiles (P trend = .03). Although there were no differences in medical treatments or intensive care unit therapies (mechanical ventilation, vasopressors), the highest case growth quartile had 4-fold higher odds of above median rsCFR, compared with the lowest quartile (odds ratio, 4.00; 1.15 to 13.8, P = .03).
Conclusions:
An accelerated case growth trajectory is a marker of hospitals at risk of poor COVID-19 outcomes, identifying sites that may be targets for influx of additional resources or triage strategies. Early identification of such hospital signatures is essential as our health system prepares for future health challenges.
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