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Frameworks, Dimensions, Definitions of Aspects, and Assessment Methods for the Appraisal of Quality of Health Data for Secondary Use: Comprehensive Overview of Reviews.

Jens DeclerckDipak KalraRobert Vander StichelePascal Coorevits
Published in: JMIR medical informatics (2024)
The findings in this review revealed a lack of consensus in the literature regarding the terminology, definitions, and assessment methods for data quality dimensions. This creates ambiguity and difficulties in developing specific assessment methods. This study goes a step further by assigning all observed definitions to a consolidated framework of 9 data quality dimensions.
Keyphrases
  • electronic health record
  • big data
  • public health
  • healthcare
  • systematic review
  • quality improvement
  • mental health
  • risk assessment
  • machine learning
  • artificial intelligence
  • climate change