NP Clinical Preceptor Capacity & Placement Pipeline

STAT Healthcare Workforce Simulator
Policy & Cohort Scenarios
Workforce Inputs
Placed Trainees
76 (63.3%)
Unplaced / Stalled Rate
36.7%
Avg Graduation Delay
5.4 mos
Clinical Hours Shortfall
28,600 hrs
Preceptor Burnout Risk
24.2%

Multi-Stage Placement Flow & Bottleneck Queue Interactive D3 Stage Dynamics

Cohort Intake
Matched & In-Rotation
Placement Stalled (Delayed)
Preceptor Capacity Pool

Specialty Cohort Placement Rates

Workforce Economic Trade-off

Est. clinic clinical RVU loss: $14,200/preceptor vs student placement value.
Durable Assessment: Real-time simulation of NP student clinical hour deficits and workforce pipeline barriers. Ready for review
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