Imputing race and ethnic information in administrative health data.
Yishu XueOfer HarelRobert H AseltinePublished in: Health services research (2019)
Predictive models using Census information and patients' demographic characteristics can be used to accurately populate race/ethnicity information in health care databases, enhancing opportunities to investigate and address disparities in access to, utilization of, and outcomes of care.
Keyphrases
- healthcare
- health information
- end stage renal disease
- ejection fraction
- newly diagnosed
- public health
- chronic kidney disease
- affordable care act
- palliative care
- big data
- prognostic factors
- mental health
- peritoneal dialysis
- machine learning
- type diabetes
- patient reported outcomes
- health insurance
- data analysis
- chronic pain