Using machine learning to assess the predictive potential of standardized nursing data for home healthcare case-mix classification.

Maud H de KorteGertjan S VerhoevenArianne M J ElissenSilke F MetzelthinDirk RuwaardMisja C Mikkers

Published in: The European journal of health economics : HEPAC : health economics in prevention and care (2020)

The existing preliminary Dutch case-mix system distinguishes client needs to some degree, but not sufficiently. The results indicate that routinely collected SNT data contain sufficient additional predictive value to warrant further research for use in case-mix system design.

Keyphrases

healthcare
big data
machine learning
mental health
artificial intelligence
social media
health information
affordable care act