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

  • Learning medicine in the age of AI: Why future doctors need digital fluency

    Kelly D. França
  • Why health care must adopt a harm reduction model

    Dylan Angle
  • Gen Z’s DIY approach to health care

    Amanda Heidemann, MD
  • What street medicine taught me about healing

    Alina Kang
  • How listening makes you a better doctor before your first prescription

    Kelly Dórea França
  • What it means to be a woman in medicine today

    Annie M. Trumbull
  • Most Popular

  • Past Week

    • How a doctor defied a hurricane to save a life

      Dharam Persaud-Sharma, MD, PhD | Physician
    • Why primary care needs better dermatology training

      Alex Siauw | Conditions
    • Guilty until proven innocent? My experience with a state medical board.

      Jeffrey Hatef, Jr., MD | Physician
    • Why physician strikes are a form of hospice

      Patrick Hudson, MD | Physician
    • Why medical notes have become billing scripts instead of patient stories

      Sriman Swarup, MD, MBA | Tech
    • Why clinicians must lead health care tech innovation

      Kimberly Smith, RN | Tech
  • Past 6 Months

    • Why transgender health care needs urgent reform and inclusive practices

      Angela Rodriguez, MD | Conditions
    • COVID-19 was real: a doctor’s frontline account

      Randall S. Fong, MD | Conditions
    • Why primary care doctors are drowning in debt despite saving lives

      John Wei, MD | Physician
    • New student loan caps could shut low-income students out of medicine

      Tom Phan, MD | Physician
    • Confessions of a lipidologist in recovery: the infection we’ve ignored for 40 years

      Larry Kaskel, MD | Conditions
    • mRNA post vaccination syndrome: Is it real?

      Harry Oken, MD | Conditions
  • Recent Posts

    • Why clinicians must lead health care tech innovation

      Kimberly Smith, RN | Tech
    • The truth about sun exposure: What dermatologists want you to know

      Shafat Hassan, MD, PhD, MPH | Conditions
    • Learning medicine in the age of AI: Why future doctors need digital fluency

      Kelly D. França | Education
    • How a South Asian nurse challenged stereotypes in health care

      Viksit Bali, RN | Conditions
    • Doctors reclaiming their humanity in a broken system [PODCAST]

      The Podcast by KevinMD | Podcast
    • Guilty until proven innocent? My experience with a state medical board.

      Jeffrey Hatef, Jr., MD | Physician

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

    • How a doctor defied a hurricane to save a life

      Dharam Persaud-Sharma, MD, PhD | Physician
    • Why primary care needs better dermatology training

      Alex Siauw | Conditions
    • Guilty until proven innocent? My experience with a state medical board.

      Jeffrey Hatef, Jr., MD | Physician
    • Why physician strikes are a form of hospice

      Patrick Hudson, MD | Physician
    • Why medical notes have become billing scripts instead of patient stories

      Sriman Swarup, MD, MBA | Tech
    • Why clinicians must lead health care tech innovation

      Kimberly Smith, RN | Tech
  • Past 6 Months

    • Why transgender health care needs urgent reform and inclusive practices

      Angela Rodriguez, MD | Conditions
    • COVID-19 was real: a doctor’s frontline account

      Randall S. Fong, MD | Conditions
    • Why primary care doctors are drowning in debt despite saving lives

      John Wei, MD | Physician
    • New student loan caps could shut low-income students out of medicine

      Tom Phan, MD | Physician
    • Confessions of a lipidologist in recovery: the infection we’ve ignored for 40 years

      Larry Kaskel, MD | Conditions
    • mRNA post vaccination syndrome: Is it real?

      Harry Oken, MD | Conditions
  • Recent Posts

    • Why clinicians must lead health care tech innovation

      Kimberly Smith, RN | Tech
    • The truth about sun exposure: What dermatologists want you to know

      Shafat Hassan, MD, PhD, MPH | Conditions
    • Learning medicine in the age of AI: Why future doctors need digital fluency

      Kelly D. França | Education
    • How a South Asian nurse challenged stereotypes in health care

      Viksit Bali, RN | Conditions
    • Doctors reclaiming their humanity in a broken system [PODCAST]

      The Podcast by KevinMD | Podcast
    • Guilty until proven innocent? My experience with a state medical board.

      Jeffrey Hatef, Jr., MD | Physician

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...