Maximizing Clinical Capacity While Improving Patient Access
By focusing on appointment slot utilization and days to next available appointment, the organization gained clear visibility into how provider capacity translated into patient access and revenue. With utilization targets set at 85% or higher, teams could proactively identify scheduling gaps and re-engage patients without future appointments, while real-time insights into appointment availability helped reduce wait times to under five days for primary care and ten to fourteen days for specialty care. Together, these KPIs enabled leadership to balance demand across clinics, improve patient experience, and make faster, data-driven decisions that supported sustainable growth.
Appointment Utilization
For Next Primary Care Appointment
For Specialty Care
The Challenge
The operations and analytics leadership team at a regional healthcare provider faced critical visibility gaps across patient growth, physician productivity, and appointment scheduling. Tracking new patients was a manual, time-intensive process that created reporting inconsistencies.
Challenges included:
- Manual tracking of new patients created inconsistent reporting and consumed valuable staff time. Leadership lacked a scalable way to monitor patient growth by clinic or specialty
- No system for identifying and filling empty appointment slots led to missed revenue opportunities and limited patient access. Clinic staff couldn’t proactively reach out to patients without upcoming appointments
- Difficulty producing board-ready reports resulted in inefficiencies and hindered communication with executive stakeholders who required specific views and formats
Our Approach
Analytic Vizion partnered closely with key stakeholders to design a sustainable analytics solution aligned with organizational strategy.
Technology: Engineered new and enhanced datasets to power analytics across productivity, scheduling, and patient growth. Delivered a suite of purpose-built dashboards focused on physician efficiency, appointment optimization, and board-level reporting.
People: Collaborated with operational and analytic leads to define essential business logic — such as how to calculate new patient counts and identify available appointment slots — ensuring shared understanding and ownership.
Process: Developed comprehensive data guides and documentation to support internal sustainability. Dashboards were designed to auto-refresh daily, syncing with updated data from the organization’s source systems.
The How
Using Power BI integrated with data from Athena, Analytic Vizion facilitated a series of workshops to align stakeholders on priorities and definitions. Key outputs included dashboards for:
- Physician Productivity: Normalized views across clinics and specialties
- Availability Matching: Lists of active patients without upcoming appointments
- New Patient Tracking: Automated growth insights by clinic, specialty, and payer
- Board Reporting: Printer-friendly visualizations showing average visits per day
Supporting documentation ensured future scalability and internal adoption. AV’s approach emphasized full data lifecycle support, balancing immediate value delivery with long-term sustainability.
The Results
The engagement delivered measurable operational improvements and strategic insights, driving clinic growth and enabling data-driven decision-making across the organization:
Claims Rejection Rate
This positioned the organization to pursue value-based care and financial accessibility goals more effectively.
Improved Provider Productivity Visibility
Leadership gained normalized, clinic-wide visibility into productivity metrics, allowing them to benchmark against targets:
Primary Care: Target of 18–22 visits/day
Specialty Care: Target of 12–16 visits/day
This insight supported performance management, resource allocation, and growth planning.
Optimized Appointment Slot Utilization
By identifying active patients without a future appointment, staff could proactively fill schedule gaps and work toward target utilization rates:
Goal: ≥ 85% utilization
Warning Zone: 70–85%
Risk Zone: < 70%
This shift improved scheduling efficiency and directly impacted revenue generation.
Reduced Days to Next Available Appointment
Dashboards revealed bottlenecks in scheduling, enabling teams to track:
Primary Care Goal: < 5 days
Specialty Care Goal: < 10–14 days
Improved visibility allowed operational teams to balance provider load and enhance patient access.
Automated New Patient Tracking
Replaced manual tracking with dynamic dashboards that monitored new patient growth by clinic, specialty, and payer type. Teams could measure against growth benchmarks:
Target: 3–5% month-over-month
High-Performance Campaigns: 8–10%
This enabled more effective marketing decisions and growth forecasting.
Board-Ready Reporting at Scale
Delivered two custom, printer-friendly dashboards to meet board presentation needs. These visualizations focused on:
Average Visits per Day by Clinic
Average Visits per Day by Specialty
These outputs streamlined executive reporting and aligned analytics with leadership priorities.
Foundation for Quality and Access Metrics
While not the immediate focus, the work enabled future tracking of:
Case Management Completion Rate
Sliding Scale Application Completion Rate
Key Takeaways
Operational Insight Drives Growth
Automating the tracking of new patients and productivity gave the team visibility into untapped growth opportunities.
Actionable Dashboards Empower Staff
Providing front-line teams with dynamic appointment data enabled them to reduce scheduling gaps and improve clinic efficiency.
Documentation Ensures Sustainability
Clear data definitions and dashboard guides ensured ongoing value and internal capability beyond the engagement.
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