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All data points carry superscript citations. Ranges reflect the variance across procedures, payer mixes, and geographic regions within each specialty. Annual leakage is modeled per surgeon (not per practice).
| Specialty | Cancellation Rate[1] | No-Show Rate[1] | Avg Revenue / Case[1] | Annual Leakage / Surgeon[modeled] | Lift Column | |
|---|---|---|---|---|---|---|
| Orthopedics | 18–23%[1][2] | 15–22%[1][2] | $6,419[1][2] | $1.08M–$1.84M | [modeled][1] | — |
| Podiatry | 18–24%[1][3] | 18–26%[1][3] | $3,256[1][3] | $740K–$1.29M | [modeled][1] | — |
| ENT | 17–22%[1][4] | 20–28%[1][4] | $2,365–$2,835[1][4] | $570K–$1.08M | [modeled][1] | — |
| Ophthalmology | 14–20%[1][5] | 18–25%[1][5] | <$2,000[1][5] | $530K–$990K | [modeled][1] | — |
| Urology | 16–22%[1][6] | 19–27%[1][6] | <$2,000[1][6] | $490K–$860K | [modeled][1] | — |
| GI | 15–20%[1][7] | 20–30%[1][7] | <$2,000[1][7] | $470K–$850K | [modeled][1] | — |
| General Surgery | 16–21%[1][8] | 20–26%[1][8] | $2,365–$2,835[1][8] | $480K–$850K | [modeled][1] | — |
[1] Sources: HST Pathways 2024 (via Becker ASC Review), MGMA Stat January 2025, VMG Health 2025, MedPAC March 2025, Kaufman Hall 2025.
[modeled] Annual leakage derived from: cancel_rate × no_show_rate × avg_revenue × 2,500 slots/year × 0.73 unrebooked gap. See methodology below.
High implant costs and multi-hour OR slots make cancellations especially costly. Cancellation and no-show rates are elevated by case complexity and pre-op clearance requirements.
High device costs per case mean cancellations directly erode contribution margin. No-show rates reflect the patient population complexity — many podiatry patients have comorbid conditions.
ENT elevated cancellation rates driven by complex pre-operative assessments — sinus and otologic procedures frequently require allergy testing and imaging clearance.
Cataract surgery sees particularly high same-day cancellations. No-show rate driven by elderly patient population with transport and escort requirements.
Dual-leakage profile: cancellation losses from high-acuity surgical cases and significant no-shows from older male patients with comorbidities and transport complexity.
High volume, moderate slot values. No-show rate is primary leakage driver — procedural simplicity creates perception of low stakes among patients.
Widest cancellation rate range — from laparoscopic cholecystectomy to complex hernia repair. No-show rates reflect general-population patient base.
The "Lift Column" shows the potential recovery improvement when a practice deploys all 4 evidence-based levers (waitlist automation, SMS confirmation, post-op check-ins, rapid-fill protocol). A "—" indicates fewer than 3 pilots contributed data for that specialty — the lift estimate is not yet statistically significant. As the pilot network expands, lift estimates will be published for all 7 specialties.
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