Predictive model of multiple emergency department visits among adults: analysis of the data from the National Survey of Drug Use and Health (NSDUH).
Georgiy V BobashevLauren WarrenLi-Tzy WuPublished in: BMC health services research (2021)
The findings reveal the need to address behavioral and mental health contributors to ED visits and reinforce the importance of developing integrated care models in primary care settings to improve mental health for medically vulnerable patients. The presented modeling approach can be broadly applied to national and other large surveys.
Keyphrases
- mental health
- emergency department
- primary care
- end stage renal disease
- healthcare
- quality improvement
- ejection fraction
- chronic kidney disease
- newly diagnosed
- mental illness
- public health
- palliative care
- peritoneal dialysis
- electronic health record
- prognostic factors
- machine learning
- patient reported outcomes
- cross sectional
- genome wide
- single cell
- dna methylation
- big data
- health information
- patient reported
- data analysis
- human health