Despite its benefits, data integration in epidemiology faces several challenges:
Data Quality: Ensuring the quality and accuracy of data from multiple sources can be difficult. Privacy Concerns: Integrating data often involves dealing with sensitive information, raising privacy and ethical issues. Technical Barriers: Different data sources may use varying formats and standards, complicating the integration process. Interoperability: Ensuring that different systems can work together seamlessly is often a significant hurdle.
