Directly Insights
Why Smaller Patient Panels Can Mean More Focused Care
In many traditional settings, primary care panels are often measured in the high hundreds to low thousands per clinician. At Directly, many physicians choose smaller panels in the hundreds to protect access and continuity.
Published May 2, 2026
What panel size means in practice
A panel is the number of patients assigned to a clinician over a defined period. Bigger panels can increase pressure on scheduling and follow-up. Smaller panels can make it easier to preserve the patient-physician relationship over time.
Panel size is not the only variable that matters, but it is one of the clearest operational levers for improving responsiveness and continuity.
What published guidance shows
Published frameworks and practice guidance commonly describe full-time primary care panel sizes around 1,000+ patients, with many organizations operating well above that depending on staffing model, visit intensity, and patient complexity.
- A VA evidence review summarizes primary care models using baseline physician panels around 1,200, with adjusted ranges roughly 1,000 to 1,400.
- AAFP operational guidance discusses adjusted panel categories where 1,900+ is considered high and 1,500 or fewer is low in one large system rubric.
- AHRQ notes that panel size should be set by local capacity and complexity, not by one universal benchmark.
Bottom line: large-system panel counts frequently land in the high hundreds or thousands, while sustainable smaller panels are an intentional design choice.
What smaller panels can change for patients
More continuity
You are more likely to see and message the same physician consistently, which reduces repeat history-taking and fragmented plans.
Better access windows
A smaller active panel can reduce backlog pressure and make follow-ups easier to schedule.
More context in decisions
Over time, decisions can be tailored to your goals and history instead of isolated one-off visits.
Clearer expectations
Panel size strategy is transparent: fewer active patients per physician in exchange for more focused primary care.
Important context
Panel size alone does not guarantee outcomes. Team structure, physician availability, patient mix, and operations all matter. But panel size is a concrete and measurable signal of how a practice allocates clinician attention.
Sources
- VA Evidence Synthesis Program: What is the Optimal Panel Size in Primary Care? (2019)
- AAFP: Panel Size Is Just a Number (2020)
- AHRQ: Establishing Patient Panels in Primary Care
Sources accessed on May 2, 2026.
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