Association Between Caseload Surge and COVID-19 Survival in 558 U.S. Hospitals, March to August 2020

Ann Intern Med. 2021 Sep;174(9):1240-1251. doi: 10.7326/M21-1213. Epub 2021 Jul 6.

Abstract

Background: Several U.S. hospitals had surges in COVID-19 caseload, but their effect on COVID-19 survival rates remains unclear, especially independent of temporal changes in survival.

Objective: To determine the association between hospitals' severity-weighted COVID-19 caseload and COVID-19 mortality risk and identify effect modifiers of this relationship.

Design: Retrospective cohort study. (ClinicalTrials.gov: NCT04688372).

Setting: 558 U.S. hospitals in the Premier Healthcare Database.

Participants: Adult COVID-19-coded inpatients admitted from March to August 2020 with discharge dispositions by October 2020.

Measurements: Each hospital-month was stratified by percentile rank on a surge index (a severity-weighted measure of COVID-19 caseload relative to pre-COVID-19 bed capacity). The effect of surge index on risk-adjusted odds ratio (aOR) of in-hospital mortality or discharge to hospice was calculated using hierarchical modeling; interaction by surge attributes was assessed.

Results: Of 144 116 inpatients with COVID-19 at 558 U.S. hospitals, 78 144 (54.2%) were admitted to hospitals in the top surge index decile. Overall, 25 344 (17.6%) died; crude COVID-19 mortality decreased over time across all surge index strata. However, compared with nonsurging (<50th surge index percentile) hospital-months, aORs in the 50th to 75th, 75th to 90th, 90th to 95th, 95th to 99th, and greater than 99th percentiles were 1.11 (95% CI, 1.01 to 1.23), 1.24 (CI, 1.12 to 1.38), 1.42 (CI, 1.27 to 1.60), 1.59 (CI, 1.41 to 1.80), and 2.00 (CI, 1.69 to 2.38), respectively. The surge index was associated with mortality across ward, intensive care unit, and intubated patients. The surge-mortality relationship was stronger in June to August than in March to May (slope difference, 0.10 [CI, 0.033 to 0.16]) despite greater corticosteroid use and more judicious intubation during later and higher-surging months. Nearly 1 in 4 COVID-19 deaths (5868 [CI, 3584 to 8171]; 23.2%) was potentially attributable to hospitals strained by surging caseload.

Limitation: Residual confounding.

Conclusion: Despite improvements in COVID-19 survival between March and August 2020, surges in hospital COVID-19 caseload remained detrimental to survival and potentially eroded benefits gained from emerging treatments. Bolstering preventive measures and supporting surging hospitals will save many lives.

Primary funding source: Intramural Research Program of the National Institutes of Health Clinical Center, the National Institute of Allergy and Infectious Diseases, and the National Cancer Institute.

Publication types

  • Multicenter Study

MeSH terms

  • Adrenal Cortex Hormones / therapeutic use
  • Adult
  • COVID-19 / mortality*
  • COVID-19 / therapy
  • Critical Care / statistics & numerical data
  • Female
  • Hospital Bed Capacity / statistics & numerical data
  • Hospital Mortality
  • Hospitalization / statistics & numerical data*
  • Humans
  • Male
  • Odds Ratio
  • Respiration, Artificial
  • Retrospective Studies
  • Risk Assessment
  • Risk Factors
  • SARS-CoV-2
  • Survival Rate
  • United States / epidemiology

Substances

  • Adrenal Cortex Hormones

Associated data

  • ClinicalTrials.gov/NCT04688372