In MDM, what is typically a challenge related to parent-child relationships?

In MDM, what is typically a challenge related to parent-child relationships?

• A. High cost of data storage
• B. Potential influence on data quality
• C. Difficulty in integration with external data
• D. Lack of flexibility in data usage

Answer: (B)

In the context of Master Data Management (MDM), challenges related to parent-child relationships often focus on how these relationships can impact data quality. When organizations manage hierarchical data structures, such as those involving parent-child relationships, the way data is linked and how changes in one part of the hierarchy can affect other parts is crucial. For instance, if there is an inconsistency in how parent records are defined or maintained, this can lead to errors in the child records, resulting in inaccurate or incomplete data being propagated throughout the system. Such issues could arise from multiple applications or departments having different interpretations of a parent-child relationship, which can compromise the integrity of the data. Therefore, ensuring that the relationships are accurately represented and that there is a consistent approach to updates and data management is essential for maintaining high data quality across the entire dataset. This challenge emphasizes the importance of robust data governance practices to ensure that relationships between data entities are clearly defined and controlled.

In the context of Master Data Management (MDM), challenges related to parent-child relationships often focus on how these relationships can impact data quality. When organizations manage hierarchical data structures, such as those involving parent-child relationships, the way data is linked and how changes in one part of the hierarchy can affect other parts is crucial.

For instance, if there is an inconsistency in how parent records are defined or maintained, this can lead to errors in the child records, resulting in inaccurate or incomplete data being propagated throughout the system. Such issues could arise from multiple applications or departments having different interpretations of a parent-child relationship, which can compromise the integrity of the data.

Therefore, ensuring that the relationships are accurately represented and that there is a consistent approach to updates and data management is essential for maintaining high data quality across the entire dataset. This challenge emphasizes the importance of robust data governance practices to ensure that relationships between data entities are clearly defined and controlled.