About this paper
After you have decided your organization needs a data quality scorecard, your first step is determining the types of metrics to use. This paper explores ways to qualify data control and measures to support a data governance program. It examines how data management practitioners can define metrics that are relevant to how specific data-quality issues affect their business. The paper then describes a framework for defining measurement processes to quantify the business value of high-quality data.