How Do You Create Data Quality KPI’s?

Creating a Data Quality KPI (Key Performance Indicator) is a critcal step in measuring, monitoring and controlling the impact of poor quality data in any organisation.

In this post, we respond to a request for help from one of our community members struggling to create Data Quality KPI’s:

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Question from community member:

I've been asked to set KPIs for my Data Quality and Compliance team.

I'm in the early stages of researching and refining some possibilities and wondered if anyone would be prepared to steer me in the right direction or perhaps offer some advice through Data Quality Pro. Thanks for taking the time.

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Data Quality KPI’s - where to start?

Here are some useful resources that may help if you’re trying to create a Data Quality KPI:

• How to Create a Data Quality Scorecard by Arkady Maydanchik

• 23 Tips for Creating Effective Data Quality Scorecards

• 23 Tips for Enterprise Data Quality Success

• Using Metrics To Assert A Business Case For Data Quality