A review isn't an outcome measure

Two reviews came in for the same physio today. One early afternoon, glowing, the sort you screenshot. The second an hour later, unhappy, the sort that finds your inbox before the coffee's gone cold. Same clinician. Same afternoon. Same, presumably, standard of care.

I haven't spoken to him yet, so I don't know what happened in either room. That's the honest bit, and it's more or less the whole point. Two data points, an hour apart, and no real idea which one to trust.

As a clinician you already know how to sit with this, even if you've never put a name to it. You don't work off a single finding. You carry a prior, a rough sense of how likely something is before you've laid a hand on anyone, and you nudge it as the subjective and the objective come in. One positive test doesn't confirm. One negative doesn't clear. You're reasoning toward a posterior, quietly, all day. Bayesian, if you want the word for it.

Then that same clinician walks out, sits down, and reads one Google review as though it settles something.

A review is a data point with a loud voice. It is not an outcome measure.

Physios of all people should hold that line. An outcome measure tracks whether the patient is actually better: numeric pain rating down, function up on the PSFS, back to the thing they couldn't do. A review tracks how the encounter felt, which tracks getting better only loosely and sometimes pulls against it. Nobody leaves five stars for being told, kindly, that they're fine and don't need to come back. Plenty of people would rather be looked after than discharged.

Which is where it stops being a philosophy problem and turns into a clinic problem. The clinician who discharges at the right time, who builds self-efficacy instead of dependence, is doing right by the patient and, a season later, right by the practice. That patient comes back when something new flares, and sends their sister. But on one month's figures, and one afternoon's reviews, that same physio can read as the underperformer next to the colleague quietly keeping everyone on the books.

The blindness is what makes those two look opposed. When you can't see the clinical picture, good care and a healthy business feel like a trade-off, and you start managing to whichever signal shouts loudest. When you can see it, they stop being two jobs and go back to being one. Happy clinician, patient who actually got better, owner who keeps the reputation. That triangle only holds if you can watch all three at once.

So the discipline is the same on both sides of the desk. Don't over-update on the anecdote. Hold the prior, gather the signal, let the posterior move across a caseload and a quarter, not a single review at three o'clock. The numbers worth keeping are only worth it if you read them the way you read a patient. Never off one finding.

I still don't know what happened in either room today. I'll ask him tomorrow. But I know better than to let a review, in either direction, tell me who he is.