Modeling Hospital Resource Management during the COVID-19 Pandemic: An Experimental Validation

Autor: J. M. Calabuig, E. Jiménez-Fernández, E. A. Sánchez-Pérez, S. Manzanares
Jazyk: angličtina
Rok vydání: 2021
Předmět:
Zdroj: Econometrics, Vol 9, Iss 4, p 38 (2021)
Druh dokumentu: article
ISSN: 2225-1146
DOI: 10.3390/econometrics9040038
Popis: One of the main challenges posed by the healthcare crisis generated by COVID-19 is to avoid hospital collapse. The occupation of hospital beds by patients diagnosed by COVID-19 implies the diversion or suspension of their use for other specialities. Therefore, it is useful to have information that allows efficient management of future hospital occupancy. This article presents a robust and simple model to show certain characteristics of the evolution of the dynamic process of bed occupancy by patients with COVID-19 in a hospital by means of an adaptation of Kaplan-Meier survival curves. To check this model, the evolution of the COVID-19 hospitalization process of two hospitals between 11 March and 15 June 2020 is analyzed. The information provided by the Kaplan-Meier curves allows forecasts of hospital occupancy in subsequent periods. The results shows an average deviation of 2.45 patients between predictions and actual occupancy in the period analyzed.
Databáze: Directory of Open Access Journals
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