Consistency and clarity are crucial in clinical research when compiling data for regulatory submission. The Study Data Tabulation Model (SDTM), developed by the Clinical Data Interchange Standards Consortium (CDISC), provides a standardized framework for clinical data management and submission.  Proper SDTM implementation improves data quality,