The first step in data dictionary development is data __________.

The first step in data dictionary development is data design. This stage involves defining the structure of the data, including the elements that will be included in the dictionary, their attributes, and how they will relate to one another. Effective data design lays the groundwork for a robust data dictionary by ensuring that the data is organized logically and meets the needs of the organization.

In this context, designing the data involves specifying the types of data that will be collected, the definitions of each data element, data formats, and relationships between data elements. This foundational work is crucial as it directly influences the accuracy, usability, and integrity of the data that will be recorded and managed thereafter.

While analysis, completeness, and consistency are important aspects of managing data, they come into play after the initial design is established. Analysis typically occurs after the design stage to evaluate the data and interpret its implications. Completeness refers to ensuring that all necessary data elements are included and accounted for, often assessed during or after development. Consistency focuses on maintaining uniformity in data values and formats, which can only be ensured effectively once a comprehensive design is in place.