Skip to content
  • About
  • Contact
  • Contribute
  • Book
  • Careers
  • Podcast
  • Recommended
  • Speaking
  • All
  • Physician
  • Practice
  • Policy
  • Finance
  • Conditions
  • .edu
  • Patient
  • Meds
  • Tech
  • Social
  • Video
    • All
    • Physician
    • Practice
    • Policy
    • Finance
    • Conditions
    • .edu
    • Patient
    • Meds
    • Tech
    • Social
    • Video
    • About
    • Contact
    • Contribute
    • Book
    • Careers
    • Podcast
    • Recommended
    • Speaking

Quality metrics in medicine vs. patient trust

Ryan Nadelson, MD
Physician
November 6, 2025
Share
Tweet
Share

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.

ADVERTISEMENT

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.

Prev

My journey to a type 1 diabetes diagnosis

November 6, 2025 Kevin 0
…
Next

The psychological trauma of polarization

November 6, 2025 Kevin 1
…

Tagged as: Primary Care

Post navigation

< Previous Post
My journey to a type 1 diabetes diagnosis
Next Post >
The psychological trauma of polarization

ADVERTISEMENT

More by Ryan Nadelson, MD

  • Why are we devaluing primary care?

    Ryan Nadelson, MD
  • Telehealth licensing barriers hurt patients

    Ryan Nadelson, MD
  • The hypocrisy of insurance referral mandates

    Ryan Nadelson, MD

Related Posts

  • Building a bond of trust between patient and physician

    Michele Luckenbaugh
  • The art of medicine: a patient’s perspective

    Michele Luckenbaugh
  • More physician responsibility for patient care

    Michael R. McGuire
  • The ultimate in patient empowerment: advance care planning

    Patricia McTiernan
  • When quality measures interfere with good care

    Michael McCutchen, MD, MBA
  • Patient care is not a spectator sport

    Jim Sholler

More in Physician

  • Physician grief and patient loss: Navigating the emotional toll of medicine

    Francisco M. Torres, MD
  • Is primary care becoming a triage station?

    J. Leonard Lichtenfeld, MD
  • Violence against physicians and the role of empathy

    Dr. R.N. Supreeth
  • Finding meaning in medicine through the lens of Scarlet Begonias

    Arthur Lazarus, MD, MBA
  • Profit vs. patients in the U.S. health care system

    Banu Symington, MD
  • Why medicine needs military-style leadership and reconnaissance

    Ronald L. Lindsay, MD
  • Most Popular

  • Past Week

    • Psychiatrists are physicians: a key distinction

      Farid Sabet-Sharghi, MD | Physician
    • The loss of community pharmacy expertise

      Muhammad Abdullah Khan | Conditions
    • Is primary care becoming a triage station?

      J. Leonard Lichtenfeld, MD | Physician
    • How should kratom be regulated? [PODCAST]

      The Podcast by KevinMD | Podcast
    • Why senior-friendly health materials are essential for access

      Gerald Kuo | Conditions
    • Why humanity in medicine requires peace with a spine

      Kathleen Muldoon, PhD | Conditions
  • Past 6 Months

    • Direct primary care in low-income markets

      Dana Y. Lujan, MBA | Policy
    • Psychiatrists are physicians: a key distinction

      Farid Sabet-Sharghi, MD | Physician
    • Patient modesty in health care matters

      Misty Roberts | Conditions
    • The U.S. gastroenterologist shortage explained

      Brian Hudes, MD | Physician
    • The Silicon Valley primary care doctor shortage

      George F. Smith, MD | Physician
    • California’s opioid policy hypocrisy

      Kayvan Haddadan, MD | Conditions
  • Recent Posts

    • What to do if your lab results are borderline

      Monzur Morshed, MD and Kaysan Morshed | Conditions
    • Direct primary care limitations for complex patients

      Zoe M. Crawford, LCSW | Conditions
    • Understanding the unseen role of back-to-school diagnostics [PODCAST]

      The Podcast by KevinMD | Podcast
    • Public violence as a health system failure and mental health signal

      Gerald Kuo | Conditions
    • Physician asset protection: a guide to entity strategy

      Clint Coons, Esq | Finance
    • Understanding factitious disorder imposed on another and child safety

      Timothy Lesaca, MD | Conditions

Subscribe to KevinMD and never miss a story!

Get free updates delivered free to your inbox.


Find jobs at
Careers by KevinMD.com

Search thousands of physician, PA, NP, and CRNA jobs now.

Learn more

Leave a Comment

Founded in 2004 by Kevin Pho, MD, KevinMD.com is the web’s leading platform where physicians, advanced practitioners, nurses, medical students, and patients share their insight and tell their stories.

Social

  • Like on Facebook
  • Follow on Twitter
  • Connect on Linkedin
  • Subscribe on Youtube
  • Instagram

ADVERTISEMENT

ADVERTISEMENT

  • Most Popular

  • Past Week

    • Psychiatrists are physicians: a key distinction

      Farid Sabet-Sharghi, MD | Physician
    • The loss of community pharmacy expertise

      Muhammad Abdullah Khan | Conditions
    • Is primary care becoming a triage station?

      J. Leonard Lichtenfeld, MD | Physician
    • How should kratom be regulated? [PODCAST]

      The Podcast by KevinMD | Podcast
    • Why senior-friendly health materials are essential for access

      Gerald Kuo | Conditions
    • Why humanity in medicine requires peace with a spine

      Kathleen Muldoon, PhD | Conditions
  • Past 6 Months

    • Direct primary care in low-income markets

      Dana Y. Lujan, MBA | Policy
    • Psychiatrists are physicians: a key distinction

      Farid Sabet-Sharghi, MD | Physician
    • Patient modesty in health care matters

      Misty Roberts | Conditions
    • The U.S. gastroenterologist shortage explained

      Brian Hudes, MD | Physician
    • The Silicon Valley primary care doctor shortage

      George F. Smith, MD | Physician
    • California’s opioid policy hypocrisy

      Kayvan Haddadan, MD | Conditions
  • Recent Posts

    • What to do if your lab results are borderline

      Monzur Morshed, MD and Kaysan Morshed | Conditions
    • Direct primary care limitations for complex patients

      Zoe M. Crawford, LCSW | Conditions
    • Understanding the unseen role of back-to-school diagnostics [PODCAST]

      The Podcast by KevinMD | Podcast
    • Public violence as a health system failure and mental health signal

      Gerald Kuo | Conditions
    • Physician asset protection: a guide to entity strategy

      Clint Coons, Esq | Finance
    • Understanding factitious disorder imposed on another and child safety

      Timothy Lesaca, MD | Conditions

MedPage Today Professional

An Everyday Health Property Medpage Today
  • Terms of Use | Disclaimer
  • Privacy Policy
  • DMCA Policy
All Content © KevinMD, LLC
Site by Outthink Group

Leave a Comment

Comments are moderated before they are published. Please read the comment policy.

Loading Comments...