Some common challenges in conducting data audits in epidemiology include: - Resource Constraints: Limited time, budget, and personnel can hinder the thoroughness of the audit. - Data Complexity: Large and complex datasets can be difficult to audit comprehensively. - Resistance to Change: Researchers and staff may be resistant to recommendations for improving data collection and management practices.