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

Is deep learning in medical education possible?

Tom Peteet, MD
Education
December 8, 2013
Share
Tweet
Share

Despite recent buzz about shifting resident education to community health centers, hospital based education is here to stay. The model of education, though outmoded, is simple. Get residents exposed to as much disease as possible, in the shortest amount of time. The future of American health care is not in acute management of tertiary care; but in integrated, team-based care. To get there involves focusing not only on educational content, but also on the process of how we teach and learn.

Consider a typical inpatient medicine service, with ten members to a team: an attending, senior resident, three interns, three medical students, a pharmacist and a pharmacy student.

First, some numbers:

Combined years of training: 50
Hours spent on clinical rounds (weekly): 30
Hours devoted to education (weekly): 5
Hours devoted to team building, quality improvement, and longitudinal care: 0

The numbers speak for themselves. Clearly, as a system, we have chosen to devalue team-based education in favor of teaching isolated knowledge to different training levels. This is the issue of content. But what about the process of rounding? Two simple concepts would go a long way.

1. Teach clinicians cognitive skills. This idea comes from the Right Question Institute, an organization dedicated to teaching students to ask critical questions. The cognitive skills involve three types of thinking:

Convergent thinking.  This involves integrating a host of information for a single purpose. For instance, looking at a list of medication and deciding which contributes to delirium. 

Divergent thinking. This looks at the process from the opposing spectrum: given that a patient has confusion, what medications could be causing this? 

Metacognition.  This is the process by which we “think about thinking” — evaluating, judging, and gauging our strategies to approach clinical thinking. This could involve asking: we approached the diagnosis of heart failure physiologically; how else could we have approached it?”

Hospital-based models of care involves all three capacities, though highly skews towards convergent thinking. The divergent process of generating differential diagnoses is quickly losing importance as technological tests proliferate. If you can read the CT scan of a patient with abdominal pain prior to seeing them in the flesh, you need not think divergently. The highest yield change may be to teach tools of metacognition, as these lead to new approaches to patient care, and sparks curiosity.

2. Create opportunities for deep learning. One model of education describes learners as superficial, strategic and deep. The superficial learner does purely what is needed to get by — in the case of the hospital intern, maximizing the efficiency of computerized orders. The strategic learner focuses on what he needs to get ahead; presenting information clearly and looking up facts about a case. The deep learner, in contrast, often asks bigger “why” questions about approach to medication management, physiology, or the social lives of patients. Incentivizing deep learning involves permitting time for intensive reading, encouraging development of multiple cognitive skills, and mobilizing knowledge from each team member.

As healthcare transitions to a team-based model of care, medical education must follow. Creating conditions for deep learning may be this leverage point, if we dare to think differently.

Tom Peteet is an internal medicine resident.

Prev

Radiologists and primary care doctors need to talk to one another

December 8, 2013 Kevin 19
…
Next

You can't legislate doctor-patient relationships

December 8, 2013 Kevin 2
…

ADVERTISEMENT

Tagged as: Medical school, Residency

Post navigation

< Previous Post
Radiologists and primary care doctors need to talk to one another
Next Post >
You can't legislate doctor-patient relationships

ADVERTISEMENT

More by Tom Peteet, MD

  • A tribute to Paul Kalanithi

    Tom Peteet, MD
  • a desk with keyboard and ipad with the kevinmd logo

    Searching for the holy grail of clinical reasoning

    Tom Peteet, MD
  • The price of certainty in the ICU

    Tom Peteet, MD

More in Education

  • Celebrating internal medicine through our human connections with patients

    American College of Physicians
  • Confronting the hidden curriculum in surgery

    Dr. Sheldon Jolie
  • Why faith and academia must work together

    Adrian Reynolds, PhD
  • What psychiatry teaches us about professionalism, loss, and becoming human

    Hannah Wulk
  • A sibling’s guide to surviving medical school

    Chuka Onuh and Ogechukwu Onuh, MD
  • Global surgery needs advocates, not just evidence

    Shirley Sarah Dadson
  • Most Popular

  • Past Week

    • The dangerous racial bias in dermatology AI

      Alex Siauw | Tech
    • The high cost of PCSK9 inhibitors like Repatha

      Larry Kaskel, MD | Conditions
    • The decline of the doctor-patient relationship

      William Lynes, MD | Physician
    • Diagnosing the epidemic of U.S. violence

      Brian Lynch, MD | Physician
    • A neurosurgeon’s fight with the state medical board [PODCAST]

      The Podcast by KevinMD | Podcast
    • How pediatricians can address infant mortality in underserved communities

      Dr. Tanya Tandon | Conditions
  • Past 6 Months

    • Rethinking the JUPITER trial and statin safety

      Larry Kaskel, MD | Conditions
    • The dangerous racial bias in dermatology AI

      Alex Siauw | Tech
    • When language barriers become a medical emergency

      Monzur Morshed, MD and Kaysan Morshed | Physician
    • The mental health workforce is collapsing

      Ronke Lawal | Conditions
    • A doctor’s struggle with burnout and boundaries

      Humeira Badsha, MD | Physician
    • The stoic cure for modern anxiety

      Osmund Agbo, MD | Physician
  • Recent Posts

    • Stepping down in medicine: Why letting go can be an act of leadership [PODCAST]

      The Podcast by KevinMD | Podcast
    • Celebrating internal medicine through our human connections with patients

      American College of Physicians | Education
    • The debate on English tests for immigrant nurses

      Lynne Moronski, PhD, MPA, RN | Conditions
    • The FQHC model and medicine’s moral promise

      Sami Sinada, MD | Physician
    • AI companions and loneliness

      Ronke Lawal | Tech
    • The frustrating bureaucracy of getting a vaccine

      Richard A. Lawhern, PhD | 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

View 4 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

ADVERTISEMENT

  • Most Popular

  • Past Week

    • The dangerous racial bias in dermatology AI

      Alex Siauw | Tech
    • The high cost of PCSK9 inhibitors like Repatha

      Larry Kaskel, MD | Conditions
    • The decline of the doctor-patient relationship

      William Lynes, MD | Physician
    • Diagnosing the epidemic of U.S. violence

      Brian Lynch, MD | Physician
    • A neurosurgeon’s fight with the state medical board [PODCAST]

      The Podcast by KevinMD | Podcast
    • How pediatricians can address infant mortality in underserved communities

      Dr. Tanya Tandon | Conditions
  • Past 6 Months

    • Rethinking the JUPITER trial and statin safety

      Larry Kaskel, MD | Conditions
    • The dangerous racial bias in dermatology AI

      Alex Siauw | Tech
    • When language barriers become a medical emergency

      Monzur Morshed, MD and Kaysan Morshed | Physician
    • The mental health workforce is collapsing

      Ronke Lawal | Conditions
    • A doctor’s struggle with burnout and boundaries

      Humeira Badsha, MD | Physician
    • The stoic cure for modern anxiety

      Osmund Agbo, MD | Physician
  • Recent Posts

    • Stepping down in medicine: Why letting go can be an act of leadership [PODCAST]

      The Podcast by KevinMD | Podcast
    • Celebrating internal medicine through our human connections with patients

      American College of Physicians | Education
    • The debate on English tests for immigrant nurses

      Lynne Moronski, PhD, MPA, RN | Conditions
    • The FQHC model and medicine’s moral promise

      Sami Sinada, MD | Physician
    • AI companions and loneliness

      Ronke Lawal | Tech
    • The frustrating bureaucracy of getting a vaccine

      Richard A. Lawhern, PhD | 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

Is deep learning in medical education possible?
4 comments

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

Loading Comments...