Data Visualizations

How to Interpret

This bar chart shows the distribution of attributed members across different markets.

• Taller bars indicate markets with more attributed members
• The total at the bottom shows the sum across all markets
• Use this to identify your largest markets and ensure attribution is distributed as expected
• Significant changes from prior periods may indicate contract changes or data issues

How to Interpret

This line chart tracks Per Member Per Month (PMPM) costs over time for the top 5 practices by attributed lives.

• Upward trends may indicate increasing costs or sicker populations
• Downward trends may suggest successful cost management
• Seasonal patterns are common (higher utilization in winter months)
• Compare practices to identify outliers or best practices
• Recent months may show lower PMPM due to claims lag

How to Interpret

This chart compares Emergency Department visits per 1,000 members between an outlier practice and a comparison practice.

• The dashed line represents the outlier practice
• The solid line represents a comparison (high-volume) practice
• Higher ED rates may indicate access issues, care gaps, or sicker populations
• Look for consistent gaps vs. temporary spikes
• Consider patient demographics when interpreting differences

How to Interpret

These charts show claims volume and completeness ratio to assess data maturity.

• Top panel: Monthly claim counts vs. 6-month rolling average
• Bottom panel: Ratio of current month to historical average
• Values below 85% (red zone) suggest incomplete data
• Recent months typically show lower completeness due to claims lag
• Allow 60-90 days for claims to fully mature before drawing conclusions

How to Interpret

These horizontal bar charts show how members flow through roster generation rules.

• Each roster type (VBC, Care Mgmt, Benchmark) has its own funnel
• Percentages show what portion of the starting population remains at each step
• Large drop-offs between steps indicate restrictive rules
• Compare across periods to detect rule changes or data issues
• Use this to understand why certain members are excluded

How to Interpret

This heatmap shows average PMPM by market and month, allowing quick identification of cost patterns.

• Red/darker colors indicate higher costs
• Green/lighter colors indicate lower costs
• Look for horizontal patterns (market-specific issues)
• Look for vertical patterns (seasonal trends)
• Outlier cells may warrant deeper investigation