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Quality metrics in medicine vs. patient trust

Ryan Nadelson, MD
Physician
November 6, 2025
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The woman sits across from me, hands folded around a list of her medications.

We review the cholesterol guidelines. I explain the evidence. She listens carefully, then says, almost apologetically, “Doctor, I know what the data says. I just don’t want to take another pill.”

There is no anger in her voice, only fatigue, the quiet exhaustion of someone who has lived long enough to know her own limits.

I pause, because this is the moment medicine is built on: when science meets choice, when information meets trust.

I nod. I document. I respect her decision.

And in that instant, I fail a quality metric.

Across American medicine, algorithms now decide what good care looks like. Born from noble intentions to improve outcomes, to hold us accountable, to close gaps in care, these tools meant to standardize excellence are slowly eroding it. The dashboards blink, the scores adjust, and somewhere between the refill rates and the risk adjustments, the patient disappears.

Each morning my inbox fills with reminders and alerts, none of which capture the reason I show up. The system measures everything except meaning.

Take something as ordinary as cholesterol management. Under current Medicare Advantage and commercial metrics, a patient must fill a statin prescription twice a year for me to meet the measure. Two pharmacy claims, no more, no less. Never mind that she may have muscle pain, or cannot afford the refill, or has chosen, after understanding the risks, to decline.

Every metric has its list of exclusions: adverse reactions, contraindications, terminal illness. But not this one, an informed patient’s decision to say no. The system does not ask why. It only counts whether.

The algorithm forgives harm but not autonomy. A physician could prescribe the wrong drug and score higher than one who honors a patient’s informed refusal. That is not quality; it is compliance dressed as progress. In today’s medicine, autonomy has become the only harm we cannot forgive.

And the consequences ripple far beyond the chart. When a patient declines, the hospital loses incentive payments, the clinic’s rating drops, and my own compensation falls. It appears that the quality is poor when, in truth, the quality is exactly what medicine was meant to be, a careful balance of evidence, empathy, and respect for choice. The metric punishes the very integrity it claims to measure.

Sometimes I wonder if empathy still counts for anything that cannot be billed or benchmarked.

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Yet quality itself is not the enemy. It is the heartbeat of good medicine. Every physician wants safer care, fewer missed screenings, better outcomes. We believe in measurement, but measurement must serve the people behind the data. Quality without compassion is arithmetic without meaning.

In clinic, the distortion is everywhere. We spend hours explaining decisions to computers instead of to people. Hospitals hire quality teams to heal spreadsheets rather than patients. The pursuit of quality has become its own industry, expensive, exhausting, and oddly indifferent to those it claims to protect.

And still, the real work happens in the quiet moments the algorithm cannot see: the diabetic patient who admits she is rationing insulin, the hypertensive man who skipped his pills to buy groceries, the widow who just needed someone to listen.

None of these stories fit a dashboard, yet they define what care means.

We are misaligning quality with clicks, patients as tallies rather than humans. We measure what is easy to count, not what counts most. We track compliance, not connection. We reward numbers, not nuance. And then we wonder why trust is collapsing.

It does not have to be this way. CMS could start by redefining quality to honor patient autonomy as an accepted exclusion in every measure. Until then, we will keep mistaking obedience for excellence and watch trust flatline.

Quality and compassion were never meant to compete. They are two halves of the same promise: to deliver care that is both evidence-based and deeply human. Real quality depends on trust, the fragile, unquantifiable bond that turns information into healing.

Months later, the same woman returned. Her cholesterol was unchanged, but her trust was not. It had deepened.

She said, “Thank you for listening.”

For a moment I thought about all the green boxes that would stay red because of this visit. As she left, she reached for my hand, a small, wordless act of understanding. No dashboard will ever record it.

A system that mistakes obedience for excellence does not just fail doctors. It fails everyone who still believes care cannot be reduced to data.

Medicine without trust is not medicine at all.

If we forget that, no measure of quality will ever heal what has been lost.

Ryan Nadelson is chair of the Department of Internal Medicine at Northside Hospital Diagnostic Clinic in Gainesville, Georgia. Raised in a family of gastroenterologists, he chose to forge his own path in internal medicine—drawn by its complexity and the opportunity to care for the whole patient. A respected leader known for his patient-centered approach, Dr. Nadelson is deeply committed to mentoring the next generation of physicians and fostering a culture of clinical excellence and lifelong learning.

He is an established author and frequent contributor to KevinMD, where he writes about physician identity, the emotional challenges of modern practice, and the evolving role of doctors in today’s health care system.

You can connect with him on Doximity and LinkedIn.

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