Data Quality Frameworks are used to ensure data integrity and accuracy.

Choose some of the following principles that the CIHI $($Canadian Institure for Health Information$)$ follow for their Data Quality Frameworks

Reduction $-$ Cleaning and removing unwanted data from datasets before cleaning

Accessibility and clarity $-$ Is the information and its supporting documentation easily accessed and clearly presented in a way that can be understood?

Relevance $-$ The degree to which a data holding meets users$$ current and potential future needs

Accuracy and Reliability $-$ How well information from a data holding reflects the reality it was designed to measure