The Numerator Was a Person
Charles Eisenstein on the violence of a clean metric
Mitchell McLennan
Founder · Wavestar Holdings · September 11, 2026 · 5 min read
The modern health system has achieved a peculiar kind of omniscience. It knows whether a diabetic patient received an HbA1c test, whether a discharge summary was filed on time, whether a medication reconciliation box was checked and whether a clinician closed the encounter before midnight. It can produce these facts by hospital, by practice and sometimes by individual physician. It can tie them to payment, promotion and public shame.
Yet ask whether the patient became less frightened, whether the treatment restored a life worth living, or whether the doctor understood what was actually wrong, and the machinery grows suddenly modest.
This imbalance is usually described as a measurement problem. That description is too gentle. We have built an economy around the measurable residue of care, then allowed the residue to stand in for care itself. The mistake has a moral genealogy, and Charles Eisenstein has spent much of his career tracing it.
In *Sacred Economics*, Eisenstein describes the long conversion of relationship, land, skill and mutual obligation into commodities. Money makes unlike things commensurable. Once translated into a price, a forest may be compared with a mine; an afternoon caring for a neighbour may be compared with an hour of paid work. The translation is immensely useful. It is also lossy. Qualities disappear so that quantities can circulate.
Healthcare has repeated the conversion inside its own walls. A clinical encounter begins as a dense human event: pain described imperfectly, risk interpreted under uncertainty, trust offered or withheld, a professional judgment shaped by years of tacit experience. The system then translates that event into codes, fields, timestamps and measures. What survives the translation becomes legible to the institution. What does not survive becomes operationally unreal.
The scale of the apparatus is difficult to dismiss as clerical inconvenience. US health expenditure reached $5.3 trillion in 2024, or $15,474 per person, according to the Centers for Medicare & Medicaid Services. In the same year, an American Medical Association survey of nearly 18,000 physicians found an average working week of 57.8 hours. Direct patient care occupied 27.2 of them. Indirect patient care took 13 hours, while administrative tasks consumed another 7.3. More than one physician in five reported spending over eight hours each week in the electronic record outside normal working hours.
Those hours are the human cost of legibility. The physician is required to produce two versions of the encounter: the one in which medicine happens and the one the institution can count. The second version increasingly governs the first.
Eisenstein's argument matters because he refuses the convenient fiction that measurement merely observes reality. A measure reorganises the field around itself. Attach money or status to it and people adapt. Blood-pressure control becomes a chase for a reportable reading. Medication reconciliation becomes a completed field whose connection to patient understanding may be tenuous. Access becomes the number of appointments offered, even when none occurs soon enough to alter an illness. The dashboard improves while the waiting room remains full.
Goodhart's law supplies the familiar technical warning: when a measure becomes a target, it ceases to be a good measure. Eisenstein takes us further. The corruption begins before gaming. It begins when the institution decides which features of reality deserve admission to the ledger. The metric carries a theory of value, even when presented as neutral administration.
That theory usually privileges what is discrete, attributable and auditable. Care is frequently none of those things. A patient follows a treatment plan because a nurse noticed hesitation, a pharmacist called twice, a daughter reorganised the kitchen and a physician chose the one sentence that dissolved three months of resistance. The outcome belongs to a relationship. Our systems prefer an owner.
Eisenstein calls the alternative the Story of Interbeing: the claim that existence is relational, that the boundary around an individual is a useful convention rather than a complete account of causation. One need not adopt his cosmology wholesale to see its operational force. Health is produced across families, streets, workplaces, food systems and clinical teams. A unit of analysis centred on the isolated patient or billable provider will misdescribe the thing it hopes to improve.
This is why so many quality programmes feel faintly insulting to the people delivering care. They ask professionals to prove, through proxies chosen at a distance, that the work occurred. The proof can demand more attention than the work. A 2024 systematic review found 135 studies using eleven broad categories of documentation-burden measures, yet concluded that evidence for the validity of those measures remained limited and incomplete. Even the science of measuring the burden has inherited the burden's central weakness: it can count activity more readily than meaning.
The answer cannot be a sentimental retreat from measurement. A system spending eighteen per cent of GDP requires accountability. Patients have every right to expect evidence that care is safe and competent. Public money demands a ledger. The question is what sort of ledger can remain answerable to the life outside it.
Three disciplines would help.
First, every metric should declare the human judgment it displaced. If a measure of medication adherence replaces a clinician's assessment of whether a patient can manage a regimen, the substitution should be explicit. The institution can then examine the loss rather than pretending none occurred.
Second, measures should be paired with counter-measures that reveal extraction. Any programme claiming to improve quality should report the clinician time required to feed it, the patient effort it demands and the work pushed into evenings. An improvement purchased by invisible labour belongs on the liability side.
Third, the people nearest the encounter should retain authority to contest the metric's interpretation. Data may initiate a question. It should not conclude one. The outlier physician may be careless, or may be caring for the patients whom cleaner practices quietly avoid. The missed target may reveal poor care, or a target that has mistaken compliance for health.
Eisenstein's gift economy is sometimes read as an argument about generosity. Its sharper insight concerns obligation. A gift preserves something of the relationship between giver and receiver; a commodity permits the relationship to disappear after exchange. Medicine deteriorates when its instruments allow the relationship to disappear too early.
The numerator was a person before it entered the dashboard. The denominator was a collection of lives before it became a population. Restoring those facts to institutional memory will make measurement messier. It may also make it honest
Originally published on
mitchellmclennan.substack.com


