Skip to content
  • About
  • Contact
  • Contribute
  • What Physicians Say
  • My Book
  • Careers
  • Podcast
  • Speaking
KevinMD.com — Social media's leading physician voice
  • All
  • Physician
  • Burnout
  • Practice
  • Policy
  • Finance
  • Conditions
  • .edu
  • Patient
  • Meds
  • Tech
  • Social
  • All
  • Physician
  • Burnout
  • Practice
  • Policy
  • Finance
  • Conditions
  • .edu
  • Patient
  • Meds
  • Tech
  • Social
    • All
    • Physician
    • Burnout
    • Practice
    • Policy
    • Finance
    • Conditions
    • .edu
    • Patient
    • Meds
    • Tech
    • Social
    • About
    • Contact
    • Contribute
    • What Physicians Say
    • My Book
    • Careers
    • Podcast
    • Speaking
KevinMD.com — Social media's leading physician voice
  • All
  • Physician
  • Burnout
  • Practice
  • Policy
  • Finance
  • Conditions
  • .edu
  • Patient
  • Meds
  • Tech
  • Social
    • All
    • Physician
    • Burnout
    • Practice
    • Policy
    • Finance
    • Conditions
    • .edu
    • Patient
    • Meds
    • Tech
    • Social
    • About
    • Contact
    • Contribute
    • What Physicians Say
    • My Book
    • Careers
    • Podcast
    • Speaking
  • About Kevin Pho, MD, Founder of KevinMD
  • Aging and dementia: what physicians say, in their own words
  • Artificial intelligence: what physicians say, in their own words
  • Be heard on social media’s leading physician voice
  • Cancer: what physicians say, in their own words
  • Children’s health: what pediatricians say, in their own words
  • Contact Kevin
  • COVID-19: what physicians wrote as it happened
  • Custom enhanced author page pricing
  • Diabetes and obesity: what physicians say, in their own words
  • Direct primary care: what physicians say, in their own words
  • DMCA Policy
  • End of life: what physicians say, in their own words
  • Establishing, Managing, and Protecting Your Online Reputation: A Social Media Guide for Physicians and Medical Practices
  • GLP-1 drugs: what physicians say about Ozempic and its successors, in their own words
  • Heart disease: what physicians say, in their own words
  • Immigration and medicine: what physicians say about immigrant doctors and immigrant patients, in their own words
  • KevinMD influencer opportunities
  • Medical errors: what physicians say, in their own words
  • Medical ethics: what physicians say, in their own words
  • Medical malpractice: what physicians say, in their own words
  • Medical school: what students and physicians say, in their own words
  • Mental health: what psychiatrists and physicians say, in their own words
  • Nursing: what nurses and physicians say, in their own words
  • Opinion and commentary by KevinMD
  • Opioids: what physicians and pain patients say, in their own words
  • Physician burnout speakers to keynote your conference
  • Physician burnout: what physicians say, in their own words
  • Physician Coaching by KevinMD
  • Physician keynote speaker: Kevin Pho, MD
  • Physician personal finance: what physicians say about their own money, in their own words
  • Physician Speaking by KevinMD: a boutique speakers bureau
  • Physician suicide: what physicians say, in their own words
  • Physicians and administrators: what physicians say about who runs medicine, in their own words
  • Primary care physician in Nashua, NH | Kevin Pho, MD
  • Primary care: what physicians say, in their own words
  • Prior authorization: what physicians say, in their own words
  • Privacy Policy
  • Private equity and corporate medicine: what physicians say, in their own words
  • Race and medicine: what physicians say, in their own words
  • Recommended services by KevinMD
  • Residency: what residents and attendings say, in their own words
  • Scope of practice: what physicians, nurse practitioners, and PAs say, in their own words
  • Subscribe to the KevinMD enhanced author page
  • Subscribe to the newsletter
  • Surgeons and surgery: what surgeons say, in their own words
  • Take-home messages: what physicians say when asked to leave one
  • Terms of Use Agreement
  • Thank you for subscribing to KevinMD
  • Thank you for upgrading to the KevinMD enhanced author page
  • The electronic health record: what physicians say, in their own words
  • Vaccines: what physicians say, in their own words
  • Violence against health care workers: what physicians and nurses say, in their own words
  • What physicians say: the KevinMD records
  • Women in medicine: what women physicians say, in their own words
  • Women’s health: what physicians say, in their own words

An ode to the differential diagnosis

Mercy Hylton, MD
Physician
March 17, 2021
Share
Tweet
Share

The differential diagnosis is a cornerstone of the profession of medicine which epitomizes physicians’ critical thinking skills. It is not an antiquated tradition of by-gone eras. The practice of medicine has been positively impacted in the past century by revolutionary scientific advancements, standardization of medical education, and transformative societal changes. Its overlap has provoked some unfavorable changes in the practice of medicine with the business of health care. The differential diagnosis must not be relegated to the trash pile of history.

Learning how to develop differential diagnoses is a critical and unique feature of medical education. Medical students start as generalists and are thought to initially think through broad possibilities, which is why they often list rare conditions on their differentials. Although rare diagnoses are unlikely to be present based purely on epidemiology, the “zebras” must not be discounted. We cannot diagnose what we do not consider. We cannot consider what we do not remember or even know exists. This is one of the many reasons why precepting medical students is mutually beneficial to teacher and student. Ideally, the evolving physician feels renewed by working with medical trainees, occasionally humbled by patients, and is able to learn from both.

Undifferentiated patients are one reason the job of a generalist physician is very mentally challenging. Nonspecific symptoms can originate in different organ systems or can affect multiple systems simultaneously. Generalists such as internists, pediatricians, family practice physicians, and emergency physicians need a broad fund of knowledge of acute and chronic conditions across a lifetime of human development.  Perhaps, this need for a wide breadth of knowledge is one reason why so many medical trainees aspire to a specialty with a narrower, albeit more in-depth, focus.

For any given circumstance, physicians of any specialty may choose to apply a probabilistic diagnostic approach, prognostic, pragmatic, or a combination. A physician’s differential diagnoses may also depend on whether one is a generalist or specialist, the clinical setting, patient acuity, or unique population demographics. In emergency medicine, we often lack the opportunity to ponder extensive differential diagnoses before quickly acting to rule out life- or limb-threatening diagnoses. Surgeons build their differential diagnoses based on their knowledge of anatomy, pathology, and spatial reasoning skills. Similarly, radiologists must be prepared to offer broad differential diagnoses based on imaging and available clinical information. Pathologists may provide the narrowest differential or a definitive diagnosis, but alas, it may require invasive testing or even the patient’s death.

The necessary training to learn the incredible depth of medical knowledge in a specialty is one reason why physicians cannot move from one specialty to another without some difficulty. Even when we think we know the best diagnosis, the humble physician of any specialty is also aware that other possibilities exist, some of which have not yet been considered. This acknowledgment is what keeps physicians awake some nights.

The apex of physician intellectual expertise is the perfect application of the differential diagnosis. Unfortunately, since I graduated from medical school almost 20 years ago, I have witnessed the continual devaluation of the cognitive skills of medicine. I believe this progression started decades ago with third-party payers valuing procedural productivity over cognitive expertise. During the COVID-19 pandemic, this imbalance culminated in the widespread financial frailty of health care systems resulting from the cancellation of surgeries, even though EDs, ICUs, and hospital floors overflowed with sick medical patients.

The corporatization of medicine into the business of health care has endangered the value of physician acumen. The focus has turned to increasing cost-efficiency for the system and substitutes for the laborious, costly, and lengthy training of physicians. The thorough history, physical, and thoughtfully narrowed differential diagnosis have been abdicated in favor of more diagnostic tests and specialist referrals. Over-reliance on algorithms, the advent of artificial intelligence, and the utilization of non-physician practitioners as primary diagnosticians beyond the scope of their training are threats to the humanistic art and diagnostic science of medicine.

What is cost-effective for the health care system often leaves the patient disengaged from their physician and stuck in a revolving door of tests and specialists, with no answers for their problems, extra bills, and lost time. Office visits are shorter and dominated by complying with electronic health records, and the expertly created and methodically narrowed differential diagnosis is fast being kicked to the curb.

The lack of opportunity to use our hard-earned cognitive expertise to help patients leads to resentment, burnout, and moral injury. Physicians may feel that substitutes for medical expertise infringe upon the intellectual property of those who made the personal and financial sacrifices to earn the title of physician. Physician burnout refers to distress symptoms due to excessive work demands. Moral injury is suffered when a physician is constrained to put the patient’s needs ahead of the system’s needs.

With experience comes the ability to quickly (often unconsciously) narrow one’s differential diagnosis. Physicians know the feeling of walking into a patient’s room and knowing the diagnosis or prognosis within seconds or minutes. We refer to this ability in various ways: intuition, déjà vu, or gut feeling. My personal favorite term is “spidey sense.” Peter Parker acquired his spidey sense by chance. Physicians should have no doubt as to the source of our seemingly intuitive diagnostic skills: extensive and unique medical education and clinical training, experience, continual learning, situational awareness, and self-reflection.

The differential diagnosis is the calling card of a physician. This time-honored cognitive exercise is unique and essential to our profession. We can thank the teachers and patients from whom we learned by not allowing our intellectual talents to go unused. May we honor our profession by continuing to teach medical students and resident physicians these valuable lessons. May no generation of physicians acquiesce to medical expertise being substituted or otherwise devalued and thus become complicit in the demise of our profession. Not on our watch!

Mercy Hylton is a pediatric emergency physician.

Image credit: Shutterstock.com

ADVERTISEMENT

Prev

Weight stigma in children and teens [PODCAST]

March 16, 2021 Kevin 0
…
Next

PCPs could counter virtual plans by increasing telehealth visits

March 17, 2021 Kevin 1
…

Tagged as: Emergency Medicine

< Previous Post
Weight stigma in children and teens [PODCAST]
Next Post >
PCPs could counter virtual plans by increasing telehealth visits

 

ADVERTISEMENT

More by Mercy Hylton, MD

  • A surgeon said no: the catalyst for my evolution

    Mercy Hylton, MD
  • Dear interns: We have your backs

    Mercy Hylton, MD
  • We are not expendable. We are not replaceable.

    Mercy Hylton, MD

Related Posts

  • A physician’s addiction to social media

    Amanda Xi, MD
  • An ode to great clinician-educators

    Robert Centor, MD
  • 5 urban legends about risk-adjusted diagnosis coding

    Betsy Nicoletti, MS
  • Why academic medicine needs to value physician contributions to online platforms

    Ariela L. Marshall, MD
  • An patient’s ode to healers

    Michele Luckenbaugh
  • Diagnosis: malformation of a health care system

    Jeffrey Fraser, MD

More in Physician

  • Choosing a limb lengthening surgeon requires accountability

    Hrayr Basmajian, MD
  • How to reassure patients: 5 steps beyond normal tests

    Devina Maya Wadhwa, MD
  • Setting boundaries as a physician doesn’t mean caring less

    Jerina Gani, MD, MPH
  • How emergency medicine decision making works under pressure

    Geoffrey Mount Varner, MD, MPH
  • Why I stay in emergency medicine: a dancer at nearly 100

    Howie Mell, MD, MPH
  • Distrust of science is inviting the Middle Ages back

    Tomi Mitchell, MD
  • Most Popular

  • Past Week

    • Retirement isn’t the end of medicine, it’s a second act [PODCAST]

      The Podcast by KevinMD | Podcast
    • Surgical judgment: the skill no one sees from the gallery

      Mustafa Kemal Çalık, MD | Physician
    • Why haven’t ambient AI scribes boosted productivity?

      Karan Kanwar | Health Technology
    • Paid for twice

      Physicians paid for G2211 twice. Most never bill it.

      Michael Duben, MD | Physician Finance
    • Hospital IT approval has no path for clinician-built tools

      Sanjay Khicha, MD and Gautam Nayak, MD | Health Technology
    • Physician well-being is not an individual problem

      Heather Buckley | Conditions and Diseases
  • Past 6 Months

    • Why CDC opioid guidelines get the overdose data wrong

      Richard A. Lawhern, PhD | Conditions and Diseases
    • Retirement isn’t the end of medicine, it’s a second act [PODCAST]

      The Podcast by KevinMD | Podcast
    • Sensory processing in autism and the brain’s volume control

      Josette Pelatan, PhD | Conditions and Diseases
    • What maternity care deserts cost a town

      Manisha Kaliaperumal | Health Policy
    • Why medicine needs a national physician license now

      Vaishali Popat, MD, MPH | Physician
    • A cold cost $945. The cost of primary care is broken.

      Susan Newman, MD | Physician
  • Recent Posts

    • Paid for twice

      Physicians paid for G2211 twice. Most never bill it.

      Michael Duben, MD | Physician Finance
    • The next child

      Medicaid managed care and the case for mutual stewardship

      Steven Merahn, MD | Health Policy
    • Choosing a limb lengthening surgeon requires accountability

      Hrayr Basmajian, MD | Physician
    • Cited but never checked

      Why AI crisis advice may fail families facing psychosis

      Nicole Drapeau Gillen | Health Technology
    • How AI phone systems in health care create barriers

      Thuy D. Bui, MD | Health Technology
    • The conflict of interest that discloses as nothing

      Martha Rosenberg | Medications

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

View 1 Comments >

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

  • Most Popular

  • Past Week

    • Retirement isn’t the end of medicine, it’s a second act [PODCAST]

      The Podcast by KevinMD | Podcast
    • Surgical judgment: the skill no one sees from the gallery

      Mustafa Kemal Çalık, MD | Physician
    • Why haven’t ambient AI scribes boosted productivity?

      Karan Kanwar | Health Technology
    • Paid for twice

      Physicians paid for G2211 twice. Most never bill it.

      Michael Duben, MD | Physician Finance
    • Hospital IT approval has no path for clinician-built tools

      Sanjay Khicha, MD and Gautam Nayak, MD | Health Technology
    • Physician well-being is not an individual problem

      Heather Buckley | Conditions and Diseases
  • Past 6 Months

    • Why CDC opioid guidelines get the overdose data wrong

      Richard A. Lawhern, PhD | Conditions and Diseases
    • Retirement isn’t the end of medicine, it’s a second act [PODCAST]

      The Podcast by KevinMD | Podcast
    • Sensory processing in autism and the brain’s volume control

      Josette Pelatan, PhD | Conditions and Diseases
    • What maternity care deserts cost a town

      Manisha Kaliaperumal | Health Policy
    • Why medicine needs a national physician license now

      Vaishali Popat, MD, MPH | Physician
    • A cold cost $945. The cost of primary care is broken.

      Susan Newman, MD | Physician
  • Recent Posts

    • Paid for twice

      Physicians paid for G2211 twice. Most never bill it.

      Michael Duben, MD | Physician Finance
    • The next child

      Medicaid managed care and the case for mutual stewardship

      Steven Merahn, MD | Health Policy
    • Choosing a limb lengthening surgeon requires accountability

      Hrayr Basmajian, MD | Physician
    • Cited but never checked

      Why AI crisis advice may fail families facing psychosis

      Nicole Drapeau Gillen | Health Technology
    • How AI phone systems in health care create barriers

      Thuy D. Bui, MD | Health Technology
    • The conflict of interest that discloses as nothing

      Martha Rosenberg | Medications

Copyright © 2026 KevinMD.com | Powered by Astra WordPress Theme

  • Terms of Use Agreement
  • Privacy Policy
  • DMCA Policy
All Content © KevinMD, LLC
Site by Outthink Group

An ode to the differential diagnosis
1 comments

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

Loading Comments...