What Are the Challenges of Using Insurance Claims Data?
Despite their utility, insurance claims data come with several challenges. These include data completeness and accuracy issues, as claims data are primarily collected for billing purposes, not research. There may also be coding inaccuracies and variability in how different providers and insurers document healthcare events. Privacy concerns and the need for data anonymization also pose significant challenges.
