What are the Challenges to Achieving Data Transparency?

Despite its importance, achieving data transparency in epidemiology faces several challenges:

Privacy Concerns: Balancing transparency with privacy and confidentiality of patient data is a significant challenge.
Data Quality: Ensuring that the data shared is accurate, reliable, and up-to-date can be difficult.
Standardization: The lack of standardized data formats and terminologies can hinder data sharing and comparison.
Resource Constraints: Limited resources in terms of funding, technology, and expertise can impede efforts to maintain transparency.