data linkage

What are the Challenges in Data Linkage?

Despite its benefits, data linkage in epidemiology faces several challenges:
Privacy Concerns: Linking personal data from different sources raises privacy and confidentiality issues. Researchers must ensure compliance with data protection regulations.
Data Quality: Inconsistent or incomplete data can lead to inaccurate linkages and biased results.
Technical Complexity: The process requires sophisticated algorithms and substantial computational resources.
Legal and Ethical Issues: Navigating the legal and ethical landscape for accessing and using multiple data sources can be complicated.

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