Identify Correspondence: Determine the equivalent codes or variables in the datasets being compared. Map Variables: Create a mapping table that links the variables or codes from one dataset to their counterparts in another. Validate Mapping: Verify the accuracy of the mapping through statistical analysis or expert review. Document Procedures: Document the steps taken and the rationale behind the mapping decisions for transparency and reproducibility.