Preventing Hospital Readmissions: Healthcare Providers' Perspectives on "Impactibility" Beyond EHR 30-Day Readmission Risk Prediction.
Natalie Flaks-ManovEinav SruloviciRina YahalomHenia Perry-MezreRan BalicerEfrat ShadmiPublished in: Journal of general internal medicine (2020)
Our study provides empirical evidence for the partial congruence between classifications of a high PREADM score and perceived impactibility. Findings emphasize the need for additional research to understand the extent to which combining EHR data with provider insights leads to better selection of patients for RPP inclusion.
Keyphrases
- healthcare
- electronic health record
- end stage renal disease
- ejection fraction
- chronic kidney disease
- newly diagnosed
- primary care
- peritoneal dialysis
- depressive symptoms
- physical activity
- prognostic factors
- mental health
- social support
- big data
- patient reported outcomes
- social media
- deep learning
- health information
- artificial intelligence