Standardization of data formats is essential to ensure consistency and comparability across different studies and datasets. This involves using standardized coding systems, such as the International Classification of Diseases (ICD), to classify diseases and health conditions uniformly. Standardization minimizes errors and facilitates data sharing and collaboration among researchers.