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Hospital load and increased COVID-19 related mortality in Israel
Hagai Rossman1,2, Tomer Meir1,2, Jonathan Somer3
1Department of Computer Science and Applied Mathematics, Weizmann Institute of Science, Rehovot, Israel.
Insights
Increased hospital patient load during COVID-19 surges significantly raises in-hospital mortality for patients with Coronavirus disease 19 (COVID-19). This finding holds true even when patient demographics remain consistent, highlighting the impact of healthcare system strain.
Area of Science:
- Public Health
- Epidemiology
- Healthcare Management
Background:
- The rapid spread of Coronavirus disease 19 (COVID-19) has severely strained healthcare systems globally.
- Understanding the impact of hospital capacity on patient outcomes is critical for effective pandemic response.
Purpose of the Study:
- To investigate the relationship between hospital patient load and in-hospital mortality rates for COVID-19 patients.
- To determine if changes in patient population demographics account for increased mortality during high-load periods.
Main Methods:
- Analysis of hospitalization records for 22,636 COVID-19 patients in Israel from July 2020 to January 2021.
- Comparison of in-hospital mortality rates during periods of low (250-500 severely-ill patients) versus moderate-to-high (>500 severely-ill patients) patient load.
- Statistical analysis to control for potential confounding factors, including patient population characteristics.
Main Results:
- In-hospital mortality rates for COVID-19 patients significantly increased during periods of moderately heavy patient load compared to periods of lower load.
- Specifically, 14-day mortality rates were 22.1% higher (SE 3.1%) during September-October and 27.2% higher (SE 3.3%) during December-January.
- The study found no evidence that changes in the patient population's characteristics explained the increased mortality during high-load periods.
Conclusions:
- Healthcare system strain due to high patient load during COVID-19 surges is directly associated with increased in-hospital mortality.
- Effective management of hospital capacity is crucial to mitigate adverse outcomes for COVID-19 patients.
- These findings underscore the need for robust healthcare infrastructure and surge capacity planning to manage public health crises.
Abstract:
The spread of Coronavirus disease 19 (COVID-19) has led to many healthcare systems being overwhelmed by the rapid emergence of new cases. Here, we study the ramifications of hospital load due to COVID-19 morbidity on in-hospital mortality of patients with COVID-19 by analyzing records of all 22,636 COVID-19 patients hospitalized in Israel from mid-July 2020 to mid-January 2021. We show that even under moderately heavy patient load (>500 countrywide hospitalized severely-ill patients; the Israeli Ministry of Health defined 800 severely-ill patients as the maximum capacity allowing adequate treatment), in-hospital mortality rate of patients with COVID-19 significantly increased compared to periods of lower patient load (250-500 severely-ill patients): 14-day mortality rates were 22.1% (Standard Error 3.1%) higher (mid-September to mid-October) and 27.2% (Standard Error 3.3%) higher (mid-December to mid-January). We further show this higher mortality rate cannot be attributed to changes in the patient population during periods of heavier load.
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