Which method is NOT recommended for resolving Synthetic Keys?

Keeping all field names the same across all tables is not recommended for resolving synthetic keys. While having the same field names might seem like an effective way to facilitate joins, it can actually lead to synthetic keys being created if multiple tables have the same field names, which can result in data model issues and ambiguous relationships.

Instead, it's essential to ensure that the data model is designed thoughtfully to avoid synthetic keys, which are unwanted and can complicate data analysis. Techniques such as creating a link table to manage relationships, selectively removing conflicting fields to clarify joins, or using complex keys to maintain uniqueness without ambiguity are all valid strategies for managing synthetic keys effectively. Doing so promotes a cleaner and more efficient data model while preventing potential confusion and inefficiencies in data retrieval and analysis.