The Status of Data Management Practices Across German Medical Data Integration Centers: Mixed Methods Study.

Kerstin Gierend Sherry Freiesleben Dennis Kadioglu Fabian Siegel Thomas Ganslandt Dagmar Waltemath

Published in: Journal of medical Internet research (2023)

The data management maturity framework supports the production and dissemination of accurate and provenance-enriched data for secondary use. Our work serves as a catalyst for the derivation of an overarching data management strategy, abiding data integrity and provenance characteristics as key factors. We envision that this work will lead to the generation of fairer and maintained health research data of high quality.

Keyphrases

electronic health record
big data
healthcare
primary care
data analysis
randomized controlled trial
machine learning
clinical trial
mass spectrometry
high resolution
gold nanoparticles
study protocol
artificial intelligence