Operations KPIPatient access

No-Show Risk

Quantifies how likely patients are to miss appointments based on call intent, timing, and confirmation gaps.

This KPI helps schedulers and finance leaders estimate no-show rates by call type and timing so they can target confirmations and overbooking where it matters most.

Expressed as % no-show probability by call intent and time-of-day.

Average no-show rate

18–24%

Varies by specialty, appointment type, and lead time.

High-risk calls

After-hours + new patients

Calls placed after 5p or from new callers show higher no-shows.

Cost breakdown

“Show your work” table

Line itemAnnual spendPer-unitNotes
New-patient calls28%No-show rateFirst-time appointments have higher no-shows.
After-hours bookings31%No-show rateEvenings and weekends without immediate confirmation.
Same-day bookings12%No-show rateLowest risk when booked within 24 hours.

Tag call intent

  • Label calls as new patient, follow-up, procedure, or urgent.
  • Capture time-of-day and day-of-week for each booking.
  • Track whether confirmation was sent at call end.

Link to attendance

  • Match call records to appointment attendance logs.
  • Calculate no-show rate by intent and timing segments.
  • Identify patterns to target with confirmations or reminders.

Assumptions

What this KPI assumes

Attendance tracking

Requires integration with EMR appointment status.

Confirmation method

Assumes SMS confirmation sent for most bookings.

Specialty mix

Blended across primary care, specialties, and procedures.

Supporting proofs

Share with finance + ops partners

Want to lower your no-show rate?

We’ll analyze your call patterns and attendance data to build a targeted confirmation strategy.

Medreception AI — HIPAA-Compliant AI Medical Receptionist for Clinics & Surgeons