Training activity information
Details
Complete data integrity checks for a healthcare dataset, report the findings and recommendations for actions
Type
Developmental training activity (DTA)
Evidence requirements
Evidence the activity has been undertaken by the trainee​.
Reflection on the activity at one or more time points after the event including learning from the activity and/or areas of the trainees practice for development.
An action plan to implement learning and/or to address skills or knowledge gaps identified.
Considerations
Considerations are suggestions about what may be useful for the trainee to think about while undertaking a training activity. They should not be considered as a mandatory checklist. Trainees should not be expected to demonstrate or provide evidence for each of the considerations listed.
- Data check sums
- Appropriate and complete data sets for intended application
- Data cleansing and pre-processing
- Impact of incomplete or poor-quality data
- Local protocols or standard operating procedures
- Impact of compression and decompression activities e.g. lossy algorithms
Relevant learning outcomes
| # | Outcome |
|---|---|
| # 5 |
Outcome
Confirm the integrity of clinical datasets. |