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.

Nature Communications
|March 27, 2021
PubMed

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.

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