Training activity information
Details
Create a quality assurance and quality control plan for a data collection that will be repeated regularly ensuring that limitations of the methodology are reported
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
- Data profiling activities
- Data cleansing activities
- Restricted inputs
- Mandatory inputs
- Missing values
- Duplicate detection
- Data transformation and processing
- Detecting errors
Relevant learning outcomes
| # | Outcome |
|---|---|
| # 2 |
Outcome
Apply data collection methodologies using both pre-existing and new data sources, considering quality assurance, quality control and limitations relating to data collection. |