Which is the first step in the DQ lifecycle according to Shewhart/Deming?

Which is the first step in the DQ lifecycle according to Shewhart/Deming?

• A. Act
• B. Check
• C. Do (Deploy)
• D. Plan

Answer: (D)

The first step in the Data Quality (DQ) lifecycle, as outlined by the Shewhart/Deming cycle, is to Plan. This phase involves identifying the goals related to data quality and defining what needs to be accomplished. It sets the foundation for the entire DQ process, as it allows for the establishment of metrics and criteria against which the quality of data will be measured. During the planning stage, organizations assess their current data landscape, understand the specific quality issues they face, and set clear objectives for improvement. This step is crucial as it dictates the direction for subsequent actions in the data quality lifecycle, ensuring that efforts are aligned with the overall goals of the organization regarding data management. By having a well-thought-out plan, organizations can methodically develop strategies to monitor and improve data quality effectively.

The first step in the Data Quality (DQ) lifecycle, as outlined by the Shewhart/Deming cycle, is to Plan. This phase involves identifying the goals related to data quality and defining what needs to be accomplished. It sets the foundation for the entire DQ process, as it allows for the establishment of metrics and criteria against which the quality of data will be measured.

During the planning stage, organizations assess their current data landscape, understand the specific quality issues they face, and set clear objectives for improvement. This step is crucial as it dictates the direction for subsequent actions in the data quality lifecycle, ensuring that efforts are aligned with the overall goals of the organization regarding data management. By having a well-thought-out plan, organizations can methodically develop strategies to monitor and improve data quality effectively.