An urgent care clinic opens at 8 a.m. with a provider, two medical assistants, a radiology technician, and a front desk, and stays staffed that way until 8 p.m. whether 60 patients come through the door or 25. The cost structure is fixed by the staffing template; the revenue is set by a demand curve that peaks in January, troughs in July, and within any day runs heavy from 9 to 11 and from 4 to 7. The operators that earn are the ones whose template follows the curve, and most templates were set once and never revisited.
What does the demand curve look like, and how is it measured?
Visits by hour of day and day of week, by site, over at least a year. From the registration system: arrivals by hour, by day, by week; the curve shows the morning and late-afternoon peaks, the midday valley, the Monday surge and the Sunday pattern, and the seasonal multiplier — respiratory season from November through February running 1.6 to 2.2 times the summer baseline in most markets, with a second bump at back-to-school.
The curve is the staffing plan's input. Provider hours, medical assistant hours, radiology and laboratory coverage, and front-desk hours are scheduled to visits-per-hour targets — a provider at 4 to 5 visits an hour in a typical urgent care, medical assistants at a ratio to providers, front desk to arrivals — so that labor flexes with the curve rather than sitting at peak staffing through the trough.
What is labor cost per visit, and how does it move by season?
Labor cost per visit is total clinic labor divided by visits, by month. Provider compensation (employed physicians, advanced practice providers, or a mix), medical assistants, radiology and laboratory staff, front desk, and site management, with benefits and taxes; at a fixed template it runs US$40 to US$50 per visit in winter and US$70 to US$85 in summer at the same site, because the denominator halves and the numerator does not.
The seasonal template. A winter template with extended provider coverage and double medical-assistant staffing at peaks; a shoulder-season template; a summer template with a single provider for more of the day, reduced medical-assistant hours, and consolidated radiology coverage — each with flex rules (an on-call provider or a float pool for days that exceed the forecast) and a labor cost per visit target by season; operators that build the templates typically cut summer labor cost per visit by 25 to 35 percent with no change in the winter.
Provider mix is the other lever. Advanced practice providers at roughly half a physician's cost delivering the majority of urgent care visits within state scope-of-practice and supervision rules; the mix is modeled against the visit acuity the site sees and the payer rules on who may bill what.
How is contribution per visit built, and why does it vary so much?
Net revenue per visit by payer and by visit type. Commercial plans at contracted rates with evaluation-and-management codes by level plus procedures, laboratory, and radiology; Medicare at the fee schedule; Medicaid and managed Medicaid at the lowest rates; self-pay at the clinic's cash price, collected at the door or lost; occupational health contracts at negotiated rates per service; from remittance data, net of denials and downcoding, which in urgent care is a specific leak — payers reviewing level-four visits down to level three.
Visit type changes the margin. A level-three visit with no ancillaries, a level-four with laboratory and an X-ray, a procedure visit with a laceration repair, an occupational drug screen — each with its own revenue and its own labor and supply cost; the clinic's margin depends on the mix it attracts and the ancillaries it captures.
Cost per visit. Labor cost per visit by season, plus supplies, laboratory and radiology consumables, occupancy per visit, and allocated billing and administration; contribution per visit by payer and visit type is net revenue less that cost — and in most clinics it ranges from strongly positive for commercial level-four visits with ancillaries to negative for managed Medicaid level-three visits in July.
How does throughput connect the waiting room to the margin?
Door-to-provider and door-to-discharge times are revenue metrics. Patients who leave without being seen — typically 2 to 6 percent, rising past 10 percent on peak days with inadequate staffing — are visits the clinic paid to attract and then lost at the door; the rate by hour and day shows exactly when the template is short.
Throughput per provider-hour is productivity. Visits per provider per hour against the target, with the room-turnover, medical-assistant support, and documentation workflow as the levers; a provider at 3 visits an hour at peak when the clinic needs 5 is a staffing or workflow problem that shows up as left-without-being-seen.
Registration and time-of-service collection. Insurance verification at registration, copay and self-pay collection before the visit, and a self-pay estimate — the front desk determines collection rates more than the billing office, and a clinic collecting 60 percent of patient responsibility at the time of service against 90 percent achievable is leaving US$100,000 to US$200,000 a year on the counter.
What does the monthly report show?
Visits by site against the curve and the forecast; labor cost per visit against the seasonal target; contribution per visit by payer and type; throughput and left-without-being-seen by hour; time-of-service collection; occupational health contract margin; and the staffing variance — hours scheduled against the template and against the demand that arrived. The report is read by site, and the site leads own the template adherence.
Why is this CFO work?
The demand curve comes from registration data; the seasonal templates are labor models with flex rules and a cost per visit target; contribution per visit requires remittance data by payer and visit type joined to labor and supply cost by season; the throughput metrics connect operations to revenue; and the provider-mix and template decisions are the owners' to make with the arithmetic in front of them. The medical director owns the clinical model and the scope-of-practice structure; the CFO owns the economics of the visit and the hour.
Worked example
A four-site urgent care operator, US$9.6 million revenue, fixed staffing templates year-round, employed physicians and advanced practice providers.
| Metric | July (found) | January (found) | July after seasonal template |
|---|---|---|---|
| Visits per site-day | 31 | 64 | 32 |
| Provider hours per day | 24 (two providers, 12 hrs each) | 24 | 16 (one provider 12 hrs + 4 hrs flex) |
| Medical assistant hours per day | 36 | 36 | 24 |
| Labor cost per visit | US$74 | US$41 | US$49 |
| Left-without-being-seen | 1.8% | 9.4% (peak hours 14%) | 1.6% |
| Contribution per visit — Commercial level 4 with ancillaries | US$58 | US$91 | US$83 |
| Contribution per visit — Managed Medicaid level 3 | −US$21 | +US$12 | −US$4 |
| Time-of-service collection | 61% | 58% | 84% (after registration protocol) |
Illustrative figures for a hypothetical organization; not a client's data.
The operator's templates had been set for January and run all year; summer labor cost per visit was US$74 against a blended net revenue of US$118, and the January template still lost 9 percent of peak-hour patients at the door. The plan: three seasonal templates with a float pool for flex; advanced practice providers covering more summer hours within state rules; a January template with a third provider at peak hours and double medical-assistant coverage from 9 to 11 and 4 to 7; a registration protocol with verification and collection before the visit; and an occupational health repricing at renewal. Modeled annual effect: about US$520,000 from summer labor, US$180,000 from reduced left-without-being-seen in winter (captured visits at contribution), and US$210,000 from time-of-service collection — on the same four sites.