Odds ratio of mechanical ventilation in COVID-19 patients by age range (reference category = 5 years)

As we were unable to locate any work that estimated Odds Ratio by age range, we calculated them from the data provided by CNE for Spain (from September 1, 2020 to March 24, 2021). The Odds Ratio (by age) are the quotient between a/b of each range and a/b of the reference category (5 years).

Codigo desarrollado para el datathon: WPOMgeneradorDatosCovidSerieRenave.ipynb accesible en Github

Como citar el codigo: Marin-Garcia, J.A, et al. (2021). A data generator for COVID-19 patients’ care requirements inside hospitals: data paper. WPOM-Working Papers on Operations Management, 12 (in press). https://doi.org/10.4995/wpom.15332

Odds ratio by age range (reference category = 5 years)

Evolución con la edad del porcentaje de hospitalizados por casos; uci por hospitalizado; defunciones por hospitalizado y defunciones por uci

Proyecciones basadadas en los datosd e CNE-Renave. Corregidas basándonos en un ajuste con curva exponencial para compensar las políticas del hospital de derivar a los pacientes de más edad a cuidados paliativos en lugar de a UCIS.

Codigo desarrollado para el datathon: WPOMgeneradorDatosCovidSerieRenave.ipynb accesible en Github

Como citar el codigo: Marin-Garcia, J.A, et al. (2021). A data generator for COVID-19 patients’ care requirements inside hospitals: data paper. WPOM-Working Papers on Operations Management, 12 (in press). https://doi.org/10.4995/wpom.15332

«The CNE data did not adequately represent the trajectories of people over 60 years of age. It may misleadingly appear that the incidence of Severe Acute Respiratory Syndrome (SARS) decreases after this age. However, the reality was the opposite, this incidence grew exponentially, but the application of medical care protocols meant most elderly patients did not receive ICU treatment even if they were in need of IVM. The reason was the probability of surviving such an aggressive intervention was low (practically zero in the most elderly patients)»

Evolution of variables in Valencia province
Evolution of variables in Spain

Descripción del proyecto

CAHOS19

Gestión de CAmas de HOSpital para pacientes COVID-19

Resultados accesibles en https://cahos19.blogs.upv.es/category/dahsboard/

Participantes:

Juan A. Marin Garcia

Yenniffer Alarcón Hidalgo

How to cite this work:

Marin-Garcia, J. A., Ruiz, A., Maheut, J., Garcia-Sabater, J. P. (2021). A data generator for COVID-19 patients’ care requirements inside hospitals: data paper. WPOM-Working Papers on Operations Management, 12 (in press). https://doi.org/10.4995/wpom.15332

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Graficos de barras dinámicos (bar chart race)

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