Data standards enhance reproducibility by providing a consistent framework for conducting and reporting experiments. When researchers follow standardized protocols, it becomes easier to replicate studies and verify results. This consistency is crucial for building trust in scientific findings and for the validation of research across different laboratories and institutions.