Data validation in healthcare refers to the systematic process of ensuring the accuracy, completeness, consistency, and reliability of data before it is used for patient care, reporting, analytics, regulatory compliance, or decision-making. Because healthcare decisions have direct patient-safety implications, validating data is critical across electronic health records (EHRs), clinical coding, lab systems, public health reporting, and quality improvement programs.