Predictive Analytics in Healthcare: Reducing Readmissions Without Overpromising
The score your model produces is protected health information Most teams treat the inputs as regulated and the output as a byproduct. A readmission risk score attached to an identifiable patient is protected health information, which turns several implementation details into decisions you settle before deployment. Who can see the score, restricted by role. Whether it goes into the chart, which may place it in the designated record set and within a patient's right of access. How long historical scores are retained. How you would explain one to a patient entitled to see it. Finding those answers during an access request is a poor time to start. They are cheap to design in and expensive to retrofit. Purpose and de-identification decide what data you get Two determinations shape the project, and both belong at the start. Classification. Using protected health information for treatment, payment, and healthcare operations, which generally includes quality improvement, sits...