Data Quality Problem Statement Template

Author(s): Ibrahim Abdel-Kader, Crystal Singh

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One of the biggest challenges in data quality is determining the actual data quality problem. Use this template to identify the data quality problems that the business is facing and articulate the problem in a simple yet effective manner. This template consists of the following sections:

  1. Data Quality Symptoms: Use this template to document the symptoms of poor data quality that the business is facing.
  2. Data Quality Problem Statement: Walk through the ACID approach to developing a problem statement that can be used to give context to the Data Quality Improvement Plan.
  3. Root Cause Analysis: Document the root causes of the data quality problems in this section.
  4. Proposed Solutions: Document identified solutions to the data quality issues here.

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