LOS_model: Hospital Length of Stay (LOS) Data

In nhs-r-community/NHSRdatasets: NHS and Healthcare-Related Data for Education and Training

Hospital Length of Stay (LOS) Data

Description

Artificially generated hospital data. Fictional patients at 10 fictional hospitals, with LOS, Age and Date status data Data were generate to learn Generalized Linear Models (GLM) concepts, modelling either Death or LOS.

Usage

data(LOS_model)

Format

Data frame with five columns

ID

A fictional patient ID number

Organisation

A factor representing one of ten fictional hospital trusts, for example Trust1

Age

Age in years of each fictional patient

LOS

In-hospital length of stay in days. The difference between admission and discharge date in dates

Death

Binary for death status: 0 = survived, 1= died in hospital

Source

Generated by Chris Mainey, Feb-2019

Examples

data(LOS_model)

model1 <- glm(Death ~ Age + LOS, data = LOS_model, family = "binomial")
summary(model1)

# Now with an Age, LOS, and Age*LOS interaction.
model2 <- glm(Death ~ Age * LOS, data = LOS_model, family = "binomial")
summary(model2)

nhs-r-community/NHSRdatasets documentation built on Dec. 8, 2024, 10:04 p.m.