| care_home_incidents {MLDataR} | R Documentation |
Care Home Incidents
Description
a NHS patient safety incidents dataset: https://www.england.nhs.uk/patient-safety/report-patient-safety-incident/ dataset that has been synthetically generated against real data
Usage
care_home_incidents
Format
A data frame with 1216 rows and 12 variables:
- CareHomeFail
a binary indicator to specify whether a certain care home is failing
- WeightLoss
aggregation of incidents indicating weight loss in patient
- Medication
medication missed aggregaation
- Falls
Recorded number of patient falls
- Choking
Number of patient choking incidents
- UnexpectedDeaths
unexpected deaths in the care home
- Bruising
Number of bruising incidents in the care home
- Absconsion
Absconding from the care home setting
- ResidentAbuseByResident
Abuse conducted by one care home resident against another
- ResidentAbuseByStaff
Incidents of resident abuse by staff
- ResidentAbuseOnStaff
Incidents of residents abusing staff
- Wounds
Unexplained wounds against staff
Source
Collected by Gary Hutson hutsons-hacks@outlook.com, Jan-2022
Examples
library(dplyr)
data(care_home_incidents)
# Convert diabetes data to factor'
ch_incs <- care_home_incidents %>%
mutate(CareHomeFail = as.factor(CareHomeFail))
ch_incs %>% glimpse()
# Check factor
factor(ch_incs$CareHomeFail)