ENCePP Code of conduct

Yes
Data sources

Data source(s)

Data source(s), other

Data from the Catalan Health Department on hospital discharges (CMBD-HA database) and on medicines dispensed at hospital pharmacies (MHDA database).

Data sources (types)

Administrative healthcare records (e.g., claims)
Drug prescriptions
Drug registry
Electronic healthcare records (EHR)
Population registry
Use of a Common Data Model (CDM)

CDM mapping

No
Data quality specifications

Check conformance

Yes

Check completeness

Yes

Check stability

Yes

Check logical consistency

Yes
Data characterisation

Data characterisation conducted

Yes

Data characterisation moment

after data extraction

Data characterisation details

Data quality processes will be implemented in each phase of the data flow cycle.
The quality controls will be carried out in the extraction and loading steps. To evaluate the integrity of the data, the elements present will be described by geographical areas, the professional registrar, the time and the function of distribution of the values.
The correction will be evaluated by checking the validity of atypical values, out of range values, format errors and logical date incompatibilities.
The integrity and correction measures will be used to inform decisions about the transformations necessary to improve the quality of the data (e.g. harmonisation, standardisation, cleaning) and the aptitude of the data for the purpose of specific research projects.