Doctor Directories Fail Due to Data Engineering, Not Design

Online doctor directories often provide outdated or incorrect information because they aggregate data from multiple sources with inconsistent identifiers and update schedules. This creates entity-resolution problems that lead to duplicate or merged records, eroding user trust. Savvy users must treat directories as discovery tools and verify details through official sources.