New hospital first 90 days: which numbers to trust

The first week of a new hospital produces a lot of data and almost no information. Enquiries spike because the hoardings are new and people are curious. Footfall looks healthy because staff families and vendors and the odd local politician come through. Reviews arrive, mostly about parking. Somebody builds a dashboard, and within ten days the leadership is drawing conclusions from it.

I have made decisions on week-two numbers and regretted them. Cut a channel that was actually working. Doubled a channel that was only harvesting curiosity. The difficulty is that the first ninety days genuinely do contain the signal you need — the catchment is telling you what it wants — but it arrives mixed with novelty, with internal chaos, and with the specific distortions of a hospital that is not yet fully commissioned.

So the question is not what to measure. Everyone measures too much already. The question is which numbers are trustworthy in which week, and what to do when they disagree with the business plan.

Why month one tells you almost nothing about demand

In month one your constraint is almost never demand. It is capacity and readiness. The senior consultant comes three days a week because he is still serving a notice period elsewhere. Two of your four operation theatres are commissioned. The cath lab is waiting on one certification. Three major insurers have not yet issued the cashless letter. The front office is learning the billing system in front of live patients.

Under those conditions, a low conversion rate is a statement about your hospital, not about your marketing. If you react to it by changing the media mix, you are adjusting the wrong variable, and you will have destroyed your baseline by the time the hospital is actually ready.

Write down the readiness position in week one — services live, consultants present and their days, payers active, theatres commissioned — and attach it to every report for the first two months. Every number has to be read against it.

Enquiry volume versus enquiry quality

Volume in the first fortnight is inflated by three things that will not repeat: curiosity, people who wanted a different hospital and clicked the new name, and enquiries about services you do not yet offer. None of them are bad. All of them distort.

Split the enquiry log by intent from day one, manually if you must:

Actionable clinical intent — a condition, a specialty, a willingness to take a slot.
Service you do not offer yet — count it separately and keep the count, because it is the best demand research you will get.
Price and package shopping — a real segment, converts differently, needs a different script.
Job applications and vendor calls — in the first month these can be a surprising share of inbound, and if they are sitting in the same queue your agents are drowning.
Wrong hospital — people who meant somebody else. If this number is high, your naming or your listing is colliding with an incumbent and you have a problem worth fixing immediately.

Report the first category as your enquiry number. Report the others as context. I would rather present a smaller honest number in week three than explain a collapse in week eight.

Occupancy is the wrong early number

Occupancy is what the board will ask about, and it is close to useless in month one. It lags the demand signal by weeks, it is hostage to the surgical schedule, and one elective list from one consultant can move it by a fifth.

The early numbers that actually track the catchment are OPD footfall, emergency walk-ins and ambulance arrivals. Emergency in particular is the honest measure of whether the neighbourhood knows you exist, because nobody comes to the emergency department out of curiosity. If emergency footfall is building week on week, your awareness work is landing even if the beds are empty. If it is flat in week six, the catchment has not registered you, and no amount of elective campaigning will fix that.

The other leading number is OPD to inpatient conversion, read by specialty. A surgeon seeing twenty patients a week and converting almost none is telling you something specific — the patients are not surgical, or they do not trust the theatre yet, or they are going elsewhere for the procedure after taking the opinion here. Each of those has a different fix and only one of them is marketing’s.

The metrics that mislead in month one

Cost per enquiry. Artificially low during the novelty window. It will rise in month two and somebody will call that a deterioration. It is not.
Website traffic. Inflated by the launch coverage and by internal staff. Look at enquiry rate by source instead.
Average length of stay. Meaningless on a handful of cases, and will be read as an efficiency signal when it is just case mix.
Review rating. Your first twenty reviews are a sample of people who came during the most chaotic fortnight the hospital will ever have. Read them for content, not for the average.
Camp and event contact counts. A large number that almost never converts unless the follow-up pathway exists. Count booked consultations, not contacts collected.
Appointment bookings. In markets that walk in, this undercounts real demand badly. Reconcile bookings against actual registrations every week.

The feedback loop with clinical operations

This is where the first ninety days are won, and it is organisational rather than analytical.

Run one meeting a week, forty-five minutes, with the unit head, the medical superintendent, the nursing head, the front office lead, the insurance desk and marketing in the room. Not a review presentation. A working meeting with three standing items: what did enquiries ask for that we could not provide, what happened to the patients who came and did not convert, and what is the single biggest friction in the patient’s path this week.

Marketing brings the reason codes. Operations brings the explanation. In my experience the first month of that meeting produces findings like: the consultant’s OPD timing on the website does not match the roster he actually keeps; the agent cannot see slot availability so she promises a callback that never happens; the pharmacy queue at noon is forty minutes and the reviews are about that; the insurance desk is turning away a payer that was empanelled last week because nobody told them.

None of those are discoverable from a dashboard. All of them cost you more volume in month two than any campaign change would have gained.

One rule I now insist on: every lost enquiry gets a reason code chosen by the agent from a short list, and “not interested” is not on the list. Force the specific reason — distance, cost, doctor not available, insurance not accepted, wanted a service we do not have, went elsewhere. Ten weeks of that data is the most valuable asset the launch produces.

Listen to the calls and read the reviews yourself

I block two hours a week for this in the first quarter and it has never once been wasted. Twenty recorded calls and every review, read personally, not summarised.

What you are listening for is not agent politeness. It is the question that gets asked and answered badly, the service that gets requested and refused, the hesitation before the patient agrees to a slot, and whether the agent sounds like she knows the hospital. In a new unit the agents have never seen the building. They describe the location wrongly. They do not know that the entrance is on the side road. A site visit for the contact centre team in week two pays for itself by week three.

Reviews in the first month are operational intelligence dressed as reputation. Parking, waiting time, billing clarity, a rude security guard, the lift being slow. Route them to the people who own those things with a name attached and a deadline, and reply to every one of them in the reviewer’s language.

What the board will ask, and what to tell them

The board will ask about occupancy and revenue against plan, in month one, because that is what a board asks. If you answer with enquiry funnels you will be heard as evasive.

What has worked for me is a single page with three columns: readiness, demand, conversion. Readiness is the honest commissioning position — services, consultants, payers. Demand is OPD footfall, emergency arrivals and actionable enquiries, trended weekly. Conversion is OPD to IPD by specialty and the top three loss reasons by name. Revenue sits underneath as an outcome, not as the argument.

Then commit to one thing: the month in which you will have enough clean data to recommend a change in plan. Usually that is the end of month three. Naming that date buys you the discipline to stop reacting, and it is easier to defend than a promise that next month will be better.

When to change the marketing mix

Hold the mix for the first four weeks unless something is clearly broken — a channel delivering nothing, a form not working, a number not ringing. Those you fix immediately. Strategic changes wait.

The conditions that justify a change, roughly in the order they become visible:

A specialty is over-delivering enquiries and the clinical capacity exists to serve them. Move money towards it. This is the most common real finding and it is usually not the specialty the business plan favoured.
A specialty is under-delivering and the reason is capability, not awareness. Stop spending on it until the capability is there. Spending into a gap manufactures disappointed patients.
The geography of converting enquiries is tighter or looser than planned. Retarget the catchment on actual registrations by pincode, which you will have by week six.
A channel is producing enquiries that convert at a visibly different rate. By week eight you will have enough to act on, by source, if your attribution has been clean from day one.
The enquiry-to-visit drop is the binding constraint rather than enquiry volume. Then the answer is contact centre and slot availability, not media. Shift the budget to staffing if you have to.

Resist the instinct to add channels in month two because the numbers feel soft. Soft month two is the normal shape of a hospital launch: the novelty drops, the referral machinery has not matured, and real demand has not compounded yet. Adding three channels at that point makes the picture unreadable exactly when clarity matters.

The order of operations for ninety days

Days 1 to 14. Fix breakages only. Verify the listing, hours, number, forms. Get the contact centre to the site. Reason codes live. Readiness position documented. Reply to every review.
Days 15 to 30. Clean the enquiry taxonomy. Start the weekly operations meeting. Build the by-pincode and by-specialty view of actual registrations. Do not touch the media mix.
Days 31 to 60. First real decisions. Reallocate between specialties based on enquiry and conversion, constrained by clinical capacity. Push empanelment communication as letters arrive. Begin the referral visit cadence with the consultants who have now joined.
Days 61 to 90. Shoot the real creative inside a working hospital. Launch the health check and packaging work with locally validated pricing. Set the steady-state reporting pack and retire the launch dashboard. Write down what you got wrong, before everyone forgets.

The first ninety days are not a marketing test. They are an operations audit that happens to generate enquiries, and the teams that treat it that way spend the next year buying cheaper patients than the ones who ran a second campaign in month two.

Questions people ask

Why does the first month after a hospital opens tell you almost nothing about demand?

Because in month one the constraint is almost never demand. It is capacity and readiness. The senior consultant comes three days a week because he is serving notice elsewhere. Two of four theatres are commissioned. Three insurers have not issued the cashless letter. The front office is learning the billing system on live patients. Under those conditions a low conversion rate is a statement about the hospital, not the marketing, and changing the media mix in response adjusts the wrong variable and destroys your baseline.

What is a readiness position, and why attach it to every launch report?

A written statement of what the hospital can actually do this week: services live, consultants present and which days, payers active, theatres commissioned. Write it in week one and attach it to every report for two months, because every number has to be read against it. A specialty converting poorly while its consultant is present two days a week is not a demand problem. Without the readiness position, leadership draws conclusions from a dashboard that is silently describing a half-open hospital.

Which metrics mislead in a new hospital’s first month?

Cost per enquiry, artificially low in the novelty window and rising in month two, which somebody will call a deterioration. Website traffic, inflated by launch coverage and internal staff. Average length of stay on a handful of cases, which is case mix, not efficiency. The first twenty reviews, a sample of the most chaotic fortnight the hospital will ever have — read them for content, not the average. Camp contact counts that never convert without a follow-up pathway. And appointment bookings, which undercount badly in markets that walk in.

Why is occupancy the wrong number to watch after a hospital opens?

It is what the board will ask about and it is close to useless in month one. It lags the demand signal by weeks, it is hostage to the surgical schedule, and one elective list from one consultant can move it by a fifth. The numbers that actually track whether the catchment has noticed you are OPD footfall, emergency walk-ins and ambulance arrivals. Emergency is the honest measure, because nobody comes to an emergency department out of curiosity.

What early numbers actually track the catchment for a new hospital?

Emergency footfall building week on week means the awareness work is landing even if beds are empty; flat in week six means the catchment has not registered you and no elective campaign will fix that. OPD-to-inpatient conversion by specialty is the other leading number. A surgeon seeing twenty patients a week and converting almost none is saying something specific — the patients are not surgical, they do not trust the theatre yet, or they are taking the opinion here and the procedure elsewhere. Only one of those is marketing’s.

How should a new hospital split its enquiry log?

By intent, from day one, manually if you must. Actionable clinical intent — a condition, a specialty, willingness to take a slot — is your enquiry number. Count separately: services you do not offer yet, the best demand research you will get; price shopping, which converts differently; job applications and vendor calls; and wrong-hospital calls, which if high mean your name is colliding with an incumbent. I would rather present a smaller honest number in week three than explain a collapse in week eight.

When should a new hospital change its marketing mix?

Hold it for the first four weeks unless something is clearly broken — a form not working, a number not ringing. Then change only on evidence: a specialty over-delivering enquiries with the clinical capacity to serve them, which is usually not the one the business plan favoured; a specialty under-delivering because of capability, where spending manufactures disappointed patients; a converting-enquiry geography tighter than planned, visible by week six; a channel converting at a visibly different rate by week eight. Resist adding channels in month two because the numbers feel soft.

What is the weekly operations meeting in a hospital launch, and who attends?

Forty-five minutes, once a week, with the unit head, medical superintendent, nursing head, front office lead, insurance desk and marketing. Not a review presentation. Three standing items: what did enquiries ask for that we could not provide, what happened to patients who came and did not convert, and what is the single biggest friction in the patient’s path this week. Marketing brings reason codes; operations brings the explanation. It surfaces the consultant whose website timing does not match his roster and the newly empanelled payer the insurance desk is refusing.

Why should the growth head personally listen to calls and read reviews in a new hospital?

Two hours a week for the first quarter, twenty recorded calls and every review, and it has never once been wasted. You are listening for the question answered badly, the service requested and refused, the hesitation before a patient agrees to a slot, and whether the agent sounds like she knows the hospital. Reviews in month one are operational intelligence dressed as reputation — parking, waiting, billing, a rude guard. Route each to an owner with a deadline and reply in the reviewer’s language.

What should you tell the board about a new hospital in month one?

One page with three columns: readiness, demand, conversion. Readiness is the honest commissioning position. Demand is OPD footfall, emergency arrivals and actionable enquiries, trended weekly. Conversion is OPD to IPD by specialty with the top three loss reasons by name. Revenue sits underneath as an outcome, not as the argument. Then commit to the month — usually the end of month three — in which you will have enough clean data to recommend a change of plan. Naming that date buys the discipline to stop reacting.

How should lost-enquiry reason codes be set up in a new hospital’s CRM?

Every lost enquiry gets a reason chosen by the agent from a short list, and “not interested” is not on it. Force the specific reason: distance, cost, doctor not available, insurance not accepted, wanted a service we do not have, went elsewhere. Have them live from day one, before the media starts, because attribution and reason codes that were clean from the first call are what let you act by source in week eight. Ten weeks of that data is the most valuable asset the launch produces.

Why does month two of a hospital launch feel soft, and what should a CEO do about it?

Soft month two is the normal shape of a hospital launch. The novelty drops, the referral machinery has not matured, and real demand has not compounded yet. Cost per enquiry rises and someone calls it a deterioration. The instinct is to add channels, and adding three at that point makes the picture unreadable exactly when clarity matters. What a CEO should do is hold the mix, run the weekly operations meeting, and push empanelment communication as the cashless letters arrive.

What should the contact centre team do in the second week of a hospital launch?

Visit the site. The agents have never seen the building. They describe the location wrongly, do not know the entrance is on the side road, and cannot picture the OPD they are booking into. A site visit in week two pays for itself by week three. At the same time, split the queue so job applications and vendor calls stop drowning the clinical enquiries, and make sure the agent can actually see slot availability rather than promising a callback that never happens.

How should a new hospital allocate marketing budget across the first ninety days?

Days one to fourteen, spend on nothing new — fix breakages, verify listings, get reason codes live. Days fifteen to thirty, hold the mix and build the by-pincode and by-specialty view. Days thirty-one to sixty, make the first real reallocation between specialties based on enquiry and conversion, constrained by clinical capacity. Days sixty-one to ninety, shoot real creative inside a working hospital and launch the health-check work with locally validated pricing. If enquiry-to-visit is the binding constraint rather than volume, shift budget to contact centre staffing, not media.