Articles

Using Artificial Intelligence to Predict Hospital Admissions Before Crisis Occurs in U.S. Community-Based Care
Artificial intelligence could help community-based providers, Medicaid programs and health plans identify rising hospital admission risk before deterioration becomes a crisis. This flagship analysis examines how predictive intelligence can combine clinical, functional, utilization, medication, workforce and social signals while preserving human judgment, privacy, equity and person-centered decision-making across U.S. HCBS, LTSS and integrated care. Read more...
Trauma-Informed Communication Plans That Reduce Confusion, Escalation, and Service Drop-Off
Communication breakdown can quickly become an access barrier for people with trauma histories. This article explains how trauma-informed communication plans create predictability, reduce avoidable escalation, and help providers, funders, and oversight teams evidence safer, more equitable service engagement. Read more...
Managing Hospital Discharge Risk When Follow-Up Appointments Are Not Confirmed
Follow-up appointments are a critical part of transitional care, but they are often unclear, pending, or missing when the person returns home. This article explains how strong providers control appointment uncertainty through verification, escalation, documentation, caregiver communication, and governance review. Read more...
Discharge Summary Accuracy: Preventing Transitional Care Risk From Incorrect Hospital Records
Incorrect discharge summaries can create medication, mobility, diagnosis, and follow-up risks after hospital discharge. This article explains how community providers can control record accuracy, escalate discrepancies, and evidence safer transitional care. Read more...
Community Paramedicine for Urinary Retention, Catheter Problems, and UTI-Related Repeat Calls: Building Safer Home-Based Escalation Pathways
Community paramedicine can reduce avoidable ED use for urinary retention, catheter issues, and recurring urinary complaints only when pain, drainage failure, infection signs, delirium risk, and follow-up access are assessed before the problem becomes acute. This article explains how programs build urinary and catheter-response workflows that improve safety, support continuity, and make non-transport decisions more clinically defensible. Read more...
Clinical Pathways for Diagnostic Follow-Up in HCBS: From Abnormal Result to Same-Day Action
Abnormal labs, vitals, and diagnostic findings often fail in HCBS because results arrive without ownership, thresholds, or a reliable route back to primary care. This article explains how HCBS teams operationalize follow-up pathways—who receives results, how decisions are made, and how action is evidenced—so deterioration is caught early and escalation is defensible. Read more...
Deprescribing After Discharge: Governance That Prevents Polypharmacy Drift Across SNF, Home Health, and HCBS
Polypharmacy rarely improves after discharge unless someone is accountable for stopping medications, not just starting them. This article explains how providers run deprescribing governance across SNF, home health, and HCBS, with structured reviews, cross-setting decision authority, and documentation that meets payer and survey expectations. Read more...
Designing After-Hours and Crisis-Trigger Care Coordination That Prevents ED Default
After-hours gaps are where care coordination models are stress-tested—and often fail. This article explains how providers design 24/7 escalation, crisis-trigger workflows, and post-crisis follow-up that reduce avoidable ED use while protecting safety, accountability, and partner alignment across systems. Read more...
Engaging Family Caregivers and Natural Supports in Cross-System Care Coordination
Care coordination fails when family caregivers are treated as “informal helpers” rather than core delivery partners. This article explains how providers identify, support, and govern caregiver involvement across health and social care while protecting consent, safety, and accountability in day-to-day operations. Read more...
Measuring Care Coordination Outcomes That Prove System Impact Beyond Activity and Demonstrate Real Cross-System Value
Care coordination is often measured through activity, but activity alone does not prove impact. Systems report meetings, referrals, and contacts without showing whether risk reduced or continuity improved. This article explains how providers measure coordination outcomes that demonstrate real system impact, reduce failure demand, and provide defensible evidence for commissioners and payers. Read more...
Managing Risk Across Health and Social Care Boundaries: Escalation, Safeguarding, and Accountability
Risk escalates fastest at system boundaries, where responsibility is unclear and information fragments. This article explains how providers design cross-boundary risk escalation, safeguarding workflows, and accountability structures that prevent harm from being normalized or lost between organizations. Read more...
Consent and Information Flow in Cross-System Care Coordination: Making Decisions Defensible
Care coordination breaks down fastest when information cannot move safely across settings. This article explains practical consent and information-sharing workflows that community providers can run day to day, including what to share, when to share it, and how to evidence decisions for oversight and audit. Read more...