Provider concentration and the quiet revenue risk

Revenue Rounds editorial

How much of the selected period’s production is attributed to one provider, and how reliable is that attribution?

Start with the source and period

Use a practice-system production report with provider identifiers, invoice rules and a defined period. Verify how shared cases, locums, refunds and unattributed items are handled. Provider production, appointment count and profitability are different measures. A concentration calculation is only as useful as its denominator and attribution rules.

A worked synthetic example

Synthetic example: September production totals $120,000 under one consistent definition. Provider A is attributed $54,000, Provider B $42,000 and Provider C $24,000. Their shares are 45%, 35% and 20%. If a further $10,000 of unattributed production was omitted, the first denominator was incomplete; Provider A’s share of the revised $130,000 is approximately 41.5%, not 45%.

Review steps

1. Check that provider totals and unattributed records reconcile to the chosen practice total.
2. Compare comparable periods and scheduled availability. Leave or a shorter reporting window can explain a movement.
3. Discuss case mix, support and appointment capacity with the practice manager rather than assigning performance judgments from revenue alone.
4. Document the practical contingency: coverage, handoff arrangements and the next date to review.

Limits to keep visible

This worked calculation can be performed from source-system exports. It does not assert a dedicated provider-concentration score or staffing forecast in Revenue Rounds. The dashboard’s available views and tenant data must be confirmed during setup. Concentration alone does not establish a clinical-quality, profitability or personnel problem.

Bring this to the next review

Keep the original report and attribution rules with the calculation. Ask whether the practice could continue its planned appointments if a provider’s availability changed, and review that operational question alongside the financial figures.

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