Flagship Case Study — ESRD QIP / EQRS / Healthcare Systems
EQRS / QIP Operational UX Modernization
Enterprise Workflow Strategy, Messaging Systems Design, and Research-Driven Transformation
Overview
Led and contributed to a multi-phase UX research and operational systems modernization initiative across the CMS End-Stage Renal Disease Quality Reporting System (EQRS) and Quality Incentive Program (QIP) ecosystem.
The work focused on improving how federally regulated healthcare workflows, inquiry-management systems, score interpretation, operational communication, and review processes functioned across a highly complex operational environment supporting approximately 7,700 dialysis facilities nationwide and operational workflows tied to more than 500,000 dialysis patients.
The initiative evolved beyond interface design into enterprise systems strategy — reducing workflow fragmentation, modernizing communication infrastructure, improving operational clarity, and translating complex regulatory processes into scalable, user-centered operational systems.
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Problem Space
The EQRS/QIP ecosystem had evolved through fragmented workflows, disconnected operational processes, legacy tooling, and inconsistent communication systems.
Users across facilities, corporate quality organizations, support operations, and CMS stakeholders faced:
High cognitive burden interpreting scores, measures, and payment impacts
Heavy reliance on manual coordination and tribal knowledge
Fragmented inquiry-management workflows
Duplicate operational effort across organizations
Limited visibility into review states, escalations, and workflow ownership
Operational communication spread across disconnected tools, spreadsheets, PDFs, emails, and support systems
Administrative workflows diverting time away from patient care and quality-improvement efforts
Research also revealed substantial enterprise-scale operational complexity:
Large organizations managed hundreds of facilities simultaneously
One organization submitted approximately 800 inquiries into the system at once
Corporate quality stakeholders described supporting workflows across more than 350 facilities
Facility staff frequently balanced clinical responsibilities alongside compliance and reporting work
The challenge was not simply improving usability.
It was modernizing how operational communication, inquiry handling, workflow coordination, and regulatory reporting functioned across a large-scale healthcare ecosystem.
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My Role
Senior UX Research Strategist & Systems Designer
Worked across research, operational workflow design, systems architecture, messaging strategy, information architecture, and cross-functional facilitation.
Responsibilities included:
Leading and supporting qualitative research initiatives
Conducting workflow and operational systems analysis
Translating research findings into strategic recommendations
Designing messaging and inquiry-management workflow concepts
Developing scalable information architecture structures
Facilitating alignment across operational, technical, and governance stakeholders
Mapping orchestration logic and workflow dependencies
Bridging user needs with implementation realities and organizational constraints
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Research & Discovery
The initiative utilized a human-centered operational research approach focused on understanding how organizations navigated QIP systems under regulatory and administrative pressure.
Research Scope
19 interviewed users across operational roles
649 synthesized data points
88 identified themes
8 major synthesized insights
125 historical help-desk inquiries analyzed across four years
Research included:
Facility users
Corporate quality organizations
Arbor support operations
CMS stakeholders
Review and escalation teams
Operational analysts
Key Findings
Research consistently surfaced:
Heavy dependence on support organizations
Confusion around score interpretation and payment logic
Fragmented inquiry-management workflows
Duplicate operational effort
High administrative burden
Limited workflow visibility and communication continuity
Organizational processes disconnected from real user behavior
One participant insight summarized the challenge clearly:
“Facility staff don’t math. They save lives.”
The systems required operational users to function simultaneously as analysts, administrators, compliance coordinators, and support intermediaries in workflows lacking contextual guidance and continuity.
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Key Initiatives
Messaging Systems & Workflow Modernization
A major focus of the initiative involved rethinking how operational communication and inquiry-management workflows functioned across the ecosystem.
Existing communication processes relied heavily on:
Manual coordination
Fragmented messaging
Duplicate tickets
External spreadsheets and email chains
Disconnected support workflows
Limited auditability and traceability
The initiative established scalable workflow and messaging architecture concepts designed to:
Centralize operational communication
Preserve workflow context and history
Improve traceability and auditability
Reduce inquiry fragmentation
Support role-aware communication
Enable workflow-linked messaging systems
Reduce administrative coordination overhead
Create foundations for future automation
The messaging architecture work included:
Workflow orchestration modeling
Notification systems strategy
Role-aware communication patterns
Operational state management
Inquiry escalation structures
Threaded communication systems
Attachment and audit-history logic
Messaging ontology and information architecture definition
This established a scalable operational messaging foundation capable of supporting future workflow modernization initiatives.
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ECE Workflow Transformation
The Extraordinary Circumstance Exception (ECE) workflow became a major operational modernization effort.
The existing process created:
Repetitive data entry
Duplicate submissions
Fragmented review coordination
Operational ambiguity
High cognitive burden
Heavy manual administrative effort
The initiative explored:
Copy-flow orchestration
Variable carry-forward systems
Duplicate-detection workflows
Validation checkpoints
Review-state management
Draft-state continuity
Role-aware escalation logic
Workflow continuity strategies
The work emphasized preserving operational expectations while reducing friction and improving scalability.
A key guiding principle:
“Aligning the ECE copy workflow with the current process is crucial to prevent user confusion. Major changes can disrupt expectations and increase cognitive load.”
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Research-Driven Operational Strategy
The initiative expanded into broader operational systems exploration and strategic planning.
This included:
Workflow analysis
Opportunity mapping
Service-design exploration
Messaging benchmarking
Prioritization exercises
Operational journey mapping
Governance-aware UX planning
Cross-functional workshops and feasibility discussions
The process intentionally balanced:
User needs
Governance requirements
Workflow realities
Organizational scalability
Technical feasibility
Operational continuity
The work helped shift organizational thinking from isolated feature requests toward enterprise workflow modernization and systems-level operational enablement.
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Cross-Functional Collaboration
The initiative required extensive collaboration across:
Arbor support operations
CMS stakeholders
Development teams
Operational analysts
Review and escalation groups
Governance and workflow stakeholders
Workshops and alignment sessions focused on:
Validating operational pain points
Reviewing workflow feasibility
Identifying implementation constraints
Prioritizing modernization opportunities
Clarifying escalation pathways
Aligning workflows with operational realities
This ensured the work remained strategically ambitious while still grounded in operational and technical realities.
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Operational & Organizational Impact
The initiative established:
Research-backed workflow modernization strategy
Scalable messaging architecture foundations
Operational communication frameworks
Governance-aware workflow structures
Centralized communication concepts
Prioritized modernization pathways
Cross-functional alignment around inquiry-management challenges
Systems-level visibility into workflow fragmentation and administrative burden
The work also helped organizations transition from:
Before
Manual communication coordination
Fragmented inquiry-management workflows
Reactive support handling
Duplicate operational effort
Workflow ambiguity and disconnected systems
After
Workflow orchestration strategy
Centralized operational communication models
Scalable messaging infrastructure concepts
Research-informed modernization planning
Governance-aware operational systems thinking
Greater visibility into workflow continuity and operational dependencies
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Skills & Competencies Demonstrated
Systems & Operational Strategy
Enterprise workflow orchestration
Operational systems modeling
Messaging systems strategy
Governance-aware UX
Administrative burden reduction
Research Leadership
Large-scale qualitative synthesis
Research-to-strategy translation
Operational insight framing
Cross-functional facilitation
Stakeholder alignment
Information Architecture
Messaging ontology definition
Workflow-linked information structures
Operational entity modeling
Scalable communication systems
Complex Domain Expertise
CMS-regulated healthcare systems
ESRD/QIP operational environments
Compliance-aware UX
Governance-heavy workflows
Policy-driven operational systems
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Why This Work Matters
This initiative demonstrates how human-centered design can function at enterprise operational scale — not simply improving interfaces, but reshaping how communication, workflows, governance, and organizational systems operate together under complex regulatory conditions.
The work reinforced that mature enterprise UX is fundamentally about reducing operational friction across large-scale organizational ecosystems while maintaining scalability, governance, traceability, and usability simultaneously.
Rather than focusing solely on screens or isolated features, the initiative focused on improving how organizations coordinate work, manage operational complexity, and support users operating inside high-stakes healthcare systems.