August 6, 2025

Redefining Indicators of Medical Data Quality: Mixed Methods Study (Preprint)

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Mixed methods study reveals 10 key indicators for medical data quality, suggesting enhanced assessment approaches.

Ten indicators for assessing medical data quality were established, including completeness, accuracy, and timeliness.
The validation process involved a literature search yielding 80 indicators from 23 documents, leading to a refined list.
A two-step approach consolidated existing criteria into a set of robust data quality indicators.
This approach may improve consistency in data quality assessment across medical research disciplines.

Hwang et al. (2025) studied this question.

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