inpatient_data: Simulated inpatient data in standardised format.
In HorridTom/hospitalflow: Analysis of Patient Flow in Hospitals
inpatient_data R Documentation
Simulated inpatient data in standardised format.
Description
A dataset containing simulated, standardised Inpatient data.
Usage
inpatient_data
Format
A data frame with 18 (out of a possible 22 lised here) variables, depending on
available hospital data. Each observation corresponds to a single episode within a patient spell.
- pseudo_id
Unique ID number of the patient. Original mapping back to
hospital number should be destroyed or adequately protected according to
all relevant data governance legislation and protocols
- gender
The recorded gender of the patient coded using the NHS data
dictionary coding system (e.g. "Male","Female","Not Known","Not Specified")
https://www.datadictionary.nhs.uk/data_dictionary/attributes/p/person/person_gender_code_de.asp?shownav=1?query=gender&rank=80&shownav=1
- age_band_start
The age band that the patient was in at time of
admission (e.g. "0 yrs", "1-4 yrs"..."95+")
- ethnic_category
The ethnicity of the patient recorded using the NHS
data dictionary coding system (e.g. "British", "Irish", "Bangladeshi"...)
http://www.datadictionary.nhs.uk/data_dictionary/attributes/e/end/ethnic_category_code_de.asp
- start_datetime
The datetime at which this episode began, as a
POSIXct datetime
- end_datetime
The datetime at which this episode ended, as a POSIXct
datetime
- spell_number
Optional index for the spell this episode is part of
- episode_number
Optional index of this episode within its containing
spell, ordered by start_datetime
- admission_method
The admission method coded using the NHS data
dictionary coding system (e.g. "Waiting list", "Booked", "Accident and
Emergency"...)
https://www.datadictionary.nhs.uk/data_dictionary/attributes/a/add/admission_method_de.asp?shownav=1?query=admission+method&rank=100&shownav=1
- source_of_admission
The source of admission coded using the NHS data
dictionary coding system (e.g. "Usual Place of Residence", "NHS other
Hospital Provider", "NHS run Care Home"...)
https://www.datadictionary.nhs.uk/data_dictionary/attributes/s/smo/source_of_admission_de.asp?shownav=1?query=source+of+admission&rank=87.19749&shownav=1
- discharge_method
The discharge method coded using the NHS data
dictionary coding system (e.g. "Patient died", "Discharged", "Stillbirth")
https://www.datadictionary.nhs.uk/data_dictionary/attributes/d/disc/discharge_method_de.asp?shownav=1?query=discharge+method&rank=100&shownav=1
- discharge_destination
The discharge destination coded using the NHS
data dictionary coding system (e.g. "Own Residence", "Patient Died or Still
Birth", "NHS Hospital Provider"...)
https://www.datadictionary.nhs.uk/data_dictionary/attributes/d/disc/discharge_destination_de.asp?shownav=1?query=discharge+destination&rank=100&shownav=1
- patient_classification
The patient classification coded using the
NHS data dictionary coding system (e.g. "Ordinary Admission", "Day case
admission", "Regular Day Admission"...)
https://www.datadictionary.nhs.uk/data_dictionary/attributes/p/pati/patient_classification_de.asp?shownav=1?query=patient+classification&rank=34.61654&shownav=1
- provider
The provider at which the episode took place (e.g. Lewisham
and Greenwich Trust)
- hospital_site
The hospital site at which the episode took place
(e.g. Lewisham University Hospital)
- main_specialty
The main speciality that the episode falls into coded
using the NHS data (e.g. "TRAUMA & ORTHOPAEDICS", "ENT",
"OPHTHALMOLOGY"...) dictionary coding system
https://www.datadictionary.nhs.uk/web_site_content/supporting_information/main_specialty_and_treatment_function_codes_table.asp?shownav=1?query=main+category&rank=100&shownav=1
- local_subspecialty
Local subspeciality that the episode falls into
coded using the same data dictionary coding as Main Speciality
- ward_category
The type of ward that the patient is on during the
episode (e.g. Acute Medical Unit)
- ward_stay_number
The number of wards that the patient has been on
during their stay upto this specific episode
- consultant
The name or pseudo-identifier of the consultant looking
after the patient
- diagnosis_code
A string formed by concatenating the ICD diagnosis
codes for that patient stay in the format of a single column with an
identifiable separator
- hrg_code
Healthcare Resource Group code. Standard groupings of clinically
similar treatments which use common levels of healthcare resource, and
which are currently used as a means of determining fair and equitable
reimbursement for care services
HorridTom/hospitalflow documentation built on June 14, 2022, noon
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| inpatient_data | R Documentation |
Simulated inpatient data in standardised format.
Description
A dataset containing simulated, standardised Inpatient data.
Usage
inpatient_data
Format
A data frame with 18 (out of a possible 22 lised here) variables, depending on available hospital data. Each observation corresponds to a single episode within a patient spell.
- pseudo_id
Unique ID number of the patient. Original mapping back to hospital number should be destroyed or adequately protected according to all relevant data governance legislation and protocols
- gender
The recorded gender of the patient coded using the NHS data dictionary coding system (e.g. "Male","Female","Not Known","Not Specified") https://www.datadictionary.nhs.uk/data_dictionary/attributes/p/person/person_gender_code_de.asp?shownav=1?query=gender&rank=80&shownav=1
- age_band_start
The age band that the patient was in at time of admission (e.g. "0 yrs", "1-4 yrs"..."95+")
- ethnic_category
The ethnicity of the patient recorded using the NHS data dictionary coding system (e.g. "British", "Irish", "Bangladeshi"...) http://www.datadictionary.nhs.uk/data_dictionary/attributes/e/end/ethnic_category_code_de.asp
- start_datetime
The datetime at which this episode began, as a POSIXct datetime
- end_datetime
The datetime at which this episode ended, as a POSIXct datetime
- spell_number
Optional index for the spell this episode is part of
- episode_number
Optional index of this episode within its containing spell, ordered by start_datetime
- admission_method
The admission method coded using the NHS data dictionary coding system (e.g. "Waiting list", "Booked", "Accident and Emergency"...) https://www.datadictionary.nhs.uk/data_dictionary/attributes/a/add/admission_method_de.asp?shownav=1?query=admission+method&rank=100&shownav=1
- source_of_admission
The source of admission coded using the NHS data dictionary coding system (e.g. "Usual Place of Residence", "NHS other Hospital Provider", "NHS run Care Home"...) https://www.datadictionary.nhs.uk/data_dictionary/attributes/s/smo/source_of_admission_de.asp?shownav=1?query=source+of+admission&rank=87.19749&shownav=1
- discharge_method
The discharge method coded using the NHS data dictionary coding system (e.g. "Patient died", "Discharged", "Stillbirth") https://www.datadictionary.nhs.uk/data_dictionary/attributes/d/disc/discharge_method_de.asp?shownav=1?query=discharge+method&rank=100&shownav=1
- discharge_destination
The discharge destination coded using the NHS data dictionary coding system (e.g. "Own Residence", "Patient Died or Still Birth", "NHS Hospital Provider"...) https://www.datadictionary.nhs.uk/data_dictionary/attributes/d/disc/discharge_destination_de.asp?shownav=1?query=discharge+destination&rank=100&shownav=1
- patient_classification
The patient classification coded using the NHS data dictionary coding system (e.g. "Ordinary Admission", "Day case admission", "Regular Day Admission"...) https://www.datadictionary.nhs.uk/data_dictionary/attributes/p/pati/patient_classification_de.asp?shownav=1?query=patient+classification&rank=34.61654&shownav=1
- provider
The provider at which the episode took place (e.g. Lewisham and Greenwich Trust)
- hospital_site
The hospital site at which the episode took place (e.g. Lewisham University Hospital)
- main_specialty
The main speciality that the episode falls into coded using the NHS data (e.g. "TRAUMA & ORTHOPAEDICS", "ENT", "OPHTHALMOLOGY"...) dictionary coding system https://www.datadictionary.nhs.uk/web_site_content/supporting_information/main_specialty_and_treatment_function_codes_table.asp?shownav=1?query=main+category&rank=100&shownav=1
- local_subspecialty
Local subspeciality that the episode falls into coded using the same data dictionary coding as Main Speciality
- ward_category
The type of ward that the patient is on during the episode (e.g. Acute Medical Unit)
- ward_stay_number
The number of wards that the patient has been on during their stay upto this specific episode
- consultant
The name or pseudo-identifier of the consultant looking after the patient
- diagnosis_code
A string formed by concatenating the ICD diagnosis codes for that patient stay in the format of a single column with an identifiable separator
- hrg_code
Healthcare Resource Group code. Standard groupings of clinically similar treatments which use common levels of healthcare resource, and which are currently used as a means of determining fair and equitable reimbursement for care services
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