https://msucerl.org/cmse101/tags/proxy-variables/Recent content in Proxy-Variables on AI and Society CourseHugoen-usThu, 21 May 2026 00:00:00 +0000https://msucerl.org/cmse101/use-cases/2-2-health-insurance-risk-scoring/Thu, 21 May 2026 00:00:00 +0000https://msucerl.org/cmse101/use-cases/2-2-health-insurance-risk-scoring/<h1 id="health-insurance-risk-scoring--care-management">Health Insurance Risk Scoring &amp; Care Management</h1> <h2 id="context--systems-architecture">Context &amp; Systems Architecture</h2> <p>Commercial health insurance companies and integrated health networks rely heavily on predictive scoring algorithms to manage large patient populations. These tools generate a &ldquo;risk score&rdquo; for each patient to identify individuals with complex, chronic needs for enrollment in high-risk care management programs. These programs grant patients access to dedicated nursing staff, home health visits, and prioritized primary care appointments to prevent sudden hospitalization.</p>