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

Jens Declerck Dipak Kalra Robert Vander Stichele Pascal 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
healthcare
systematic review
public health
data analysis
machine learning
single cell
risk assessment
social media
health information
deep learning
human health
health promotion