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The rating given to each dimension of quality and the overall structure of producing a Statement of Quality is similar to that of the NSW Government’s Data Quality Reporting Tool and aims to provide an understanding how a particular dataset sits in terms of quality. It also provides a description of the characteristics, assumptions, and constraints.

The quality rating used by ASB follows a grading system of 1-5 for each of the 4 dimension areas (Accuracy, Completeness, Consistency, Uniqueness and Integrity and Validity). Each dimension asks several questions to help frame the dimension rating. This is then averaged out to provide a visual star rating per dimension.  

For each question: “yes” = 1 point; “no” = 0 points, the number of points per dimension tallied will equal the star rating for each dimension. Only dimensions with four or five points should receive a full star.   

Stars

Quality Rating

⭐ ⭐ ⭐ ⭐ ⭐

Excellent

⭐ ⭐ ⭐ ⭐

Very Good

⭐ ⭐ ⭐

Good

⭐ ⭐

Fair

Poor

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Click here to download Statement of Quality Template (link to be added).

View file
nameASB_Example Data Quality Statement Template_Word.docx