Articles

AI Predicting Hospitalization Risk: How Predictive Analytics Could Transform Prevention, Care Coordination, and System Performance
AI-powered hospitalization risk prediction could help U.S. healthcare systems identify deterioration earlier, strengthen care coordination, reduce avoidable utilization, and improve population health oversight. Read more...
Could AI Become a Care Coordinator? Using Artificial Intelligence to Prevent Avoidable Hospitalizations Before They Happen
Could AI help identify people at risk of avoidable hospitalization before crisis occurs? This article examines the future of predictive care coordination in HCBS and community-based care, exploring how AI-powered risk detection could help providers, health plans, and care teams identify deterioration earlier, prevent crisis escalation, and support better outcomes across complex populations. Read more...
Multidisciplinary Care Coordination Huddles: Running Case Conferences That Reduce ED Use and Missed Follow-Up
Case conferences fail when they become talk shops with no ownership. This article shows how to run multidisciplinary coordination huddles with primary care and community partners: who attends, what data is reviewed, how actions are assigned, and how completion is audited, with three operational examples and oversight expectations. Read more...
Shared Care Records and HIPAA-Ready Information Exchange for Primary Care and Community Providers
When community teams and primary care work from different “truths,” coordination becomes guesswork. This article explains practical, HIPAA-ready information exchange: consent capture, minimum-necessary data sets, role-based access, and audit trails, with three operational examples that show how workflows run day to day. Read more...
Clinical Escalation Interfaces for Home- and Community-Based Care: Making Primary Care Response Timely and Auditable
A practical guide to building escalation thresholds and response workflows between home/community teams and primary care, so deterioration is acted on early—not discovered in the ED. Includes operational examples, governance controls, and oversight expectations that fit Medicaid, ACO, and value-based contexts. Read more...
Primary Care–Community Care Coordination in Medicaid: Building Accountable Care Plan Workflows That Prevent Gaps
A practical operating guide for Medicaid-facing community providers on running shared care plans with primary care: role clarity, documentation signals, escalation, and audit-ready controls. Includes three fully developed operational examples and oversight expectations for payers and quality teams. Read more...
Caregiver and Family Interfaces in Primary Care Coordination: Preventing Drop-Off When Support Networks Do the Work
Caregivers often do the hidden coordination labor—meds, appointments, monitoring, transport—without clear permission, documentation, or escalation routes. This article explains how to design caregiver interfaces that are compliant, practical, and auditable, so support networks reduce risk rather than becoming an informal, unreliable workaround. Read more...
Same-Day Primary Care Access Pathways for High-Risk Patients: Preventing ED as the Default Option
When primary care cannot offer timely access, people with high needs predictably default to the ED—often for issues that could have been managed earlier and more safely. This article explains how to build same-day access pathways with clear triage rules, community partner interfaces, and auditable escalation controls that reduce avoidable utilization. Read more...
Post-Discharge Follow-Up Scheduling That Actually Happens: Primary Care and Community Coordination With Real Escalation Controls
“Follow up in 7 days” is not a plan when people lack transport, stable phones, or clarity on who schedules what. This article explains how teams design post-discharge follow-up scheduling and outreach as an accountable workflow with time-bound tasks, escalation thresholds, and evidence that visits happened. Read more...
Medication Reconciliation Interfaces After Hospital Discharge: Building Primary Care and Community Workflows That Prevent Harm
Discharge med lists are often wrong in real life: duplicate meds, stopped meds restarted, missing fills, or unclear instructions. This article explains how primary care and community teams build an auditable medication reconciliation interface that closes gaps fast and prevents avoidable ED use. Read more...
Transitional Care Management That Works: Primary Care and Community Coordination After Hospital Discharge
Post-discharge risk is driven by missed follow-up and unclear responsibility. This article explains how to run dependable transitional workflows across primary care and care coordination and hospital discharge and transitional care, with day-to-day task design, medication controls, and escalation routes that prevent readmissions. Read more...
Closed-Loop Referral Management Between Primary Care and Community Providers: Preventing Leakage and Repeat ED Use
Referrals fail when they become “sent” rather than “completed.” This article explains how to build closed-loop referral workflows across primary care and care coordination and hospital discharge and transitional care, with practical routing, acceptance rules, feedback loops, and audit-ready completion evidence. Read more...