Skip to content
  • About
  • Contact
  • Contribute
  • Book
  • Careers
  • Podcast
  • Recommended
  • Speaking
KevinMD
  • All
  • Physician
  • Practice
  • Policy
  • Finance
  • Conditions
  • .edu
  • Patient
  • Meds
  • Tech
  • Social
  • Video
  • 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
KevinMD
  • 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
  • About KevinMD | Kevin Pho, MD
  • Be heard on social media’s leading physician voice
  • Contact Kevin
  • Discounted enhanced author page
  • DMCA Policy
  • Establishing, Managing, and Protecting Your Online Reputation: A Social Media Guide for Physicians and Medical Practices
  • Group vs. individual disability insurance for doctors: pros and cons
  • KevinMD influencer opportunities
  • Opinion and commentary by KevinMD
  • Physician burnout speakers to keynote your conference
  • Physician Coaching by KevinMD
  • Physician keynote speaker: Kevin Pho, MD
  • Physician Speaking by KevinMD: a boutique speakers bureau
  • Primary care physician in Nashua, NH | Kevin Pho, MD
  • Privacy Policy
  • Recommended services by KevinMD
  • Terms of Use Agreement
  • Thank you for subscribing to KevinMD
  • Thank you for upgrading to the KevinMD enhanced author page
  • The biggest mistake doctors make when purchasing disability insurance
  • The doctor’s guide to disability insurance: short-term vs. long-term
  • The KevinMD ToolKit
  • Upgrade to the KevinMD enhanced author page
  • Why own-occupation disability insurance is a must for doctors

ICD-10 and the problem of interobserver variability

Michael Slade
Policy
April 5, 2014
Share
Tweet
Share

I first heard about the ICD-10 when I was working at a small start-up, trying to develop an EMR for a string of dialysis clinics. It was always spoken of with a certain gravity, like the ominous visit from an aunt that nobody in the family likes, but feels obligated to see.  Practical (read: business) people hate ICD-10. It’s giant and unwieldy. Doctors think it’ll be an excuse to bilk them out of payments.  They dread the day that they get a “false coding” note for a visit for a broken arm because they didn’t specify the patient fell of their bicycle or down a flight of stairs.  So who’s driving this?

I can only assume that it’s research.  ICD-10 must be an epidemiologist’s dream. Want to prove something inane, like the fact that waterskiing accidents are more common in the summer?  ICD-10 is your tool.  If you can collate all the insurance billing from the entire country, you can begin to pull out these vanishingly rare instances and analyze them.

Admittedly, as this article points out, some of the events the ICD-10 tries to capture are so vanishingly rare that they actually, well, vanish.  They’re literally unheard of or actually impossible. But what about some of the other widely panned codes, like falling off a chicken coop?  Theoretically, we could begin to perform real time monitoring of safety conditions in all kind of industries.  These events are rare, which means that if we see a cluster of them occurring in a particular geographic area, an investigation might be warranted. Maybe building inspectors aren’t performing their inspections. Maybe a certain company isn’t enforcing proper safety standards. Again, theoretically, the giant index of ICD-10 codes could drive meaningful data collect and interventions.

The problem is the observer. Interobserver variability is a problem in all sorts of medical fields, from reading chest x-rays to interpreting physical exam findings. For the ICD-10 to be useful for research, you need to code these rare events correctly.  And, with the endless array of options, the chances of this happening seem, to me, to be vanishingly small.  Maybe there’s a good technical solution to this, where an EMR scans the history of present illness and offers a variety of appropriate billing codes (writing “chicken coop” should be a dead giveaway).

The validation and implementation of this for all 155,000 codes is, however, a monumental task at best.  Such an undertaking can (and should) be done by those who created the codes in the first place. Unfortunately, something tells me they can be less than thorough.

Michael Slade is a medical student who blogs at Inside Looking In: Healthcare and the Transformation of Self.

Prev

The Ten Commandments of good psychiatry

April 5, 2014 Kevin 6
…
Next

Differences between banning bossy and true leadership in health care

April 5, 2014 Kevin 7
…

Tagged as: Public Health & Policy

< Previous Post
The Ten Commandments of good psychiatry
Next Post >
Differences between banning bossy and true leadership in health care

ADVERTISEMENT

More by Michael Slade

  • a desk with keyboard and ipad with the kevinmd logo

    Are doctors obligated to seek knowledge that has no medical benefit?

    Michael Slade

More in Policy

  • Health insurance coverage loss threatens sick children

    Mansi Kotwal, MD, MPH
  • Independent physicians are missing from health care policy

    Scott Tzorfas, MD
  • How gold cards can drive California pain management reform

    Kayvan Haddadan, MD
  • Medical malpractice risks persist even after saving a life

    Chinmeri Nwuba
  • A Medicare for All alternative that keeps insurers in

    Ken Terry
  • Bridging the health equity gap with artificial intelligence

    Judith Eguzoikpe, MD, MPH
  • Most Popular

  • Past Week

    • Primary care crisis requires new training and skills

      Justin Oldfield, MD | Physician
    • Physician retirement is a myth for the ripening doctor

      Farid Sabet-Sharghi, MD | Physician
    • Primary care access is the real problem, not the system

      Payam Zamani, MD | Physician
    • Clinician grief is a hidden crisis in modern hospice care

      Linda Ellington, RN | Conditions
    • A Medicare for All alternative that keeps insurers in

      Ken Terry | Policy
    • California opioid prescribing: what the data actually shows

      Kayvan Haddadan, MD | Physician
  • Past 6 Months

    • I Googled my own name and a corporate clinic I’ve never worked at appeared [PODCAST]

      The Podcast by KevinMD | Podcast
    • Primary care crisis requires new training and skills

      Justin Oldfield, MD | Physician
    • How corporate health care ruined the medical profession

      Edmond Cabbabe, MD | Physician
    • Why nature-based medicine is the future of health care

      John La Puma, MD | Education
    • Medicare practice expense cuts will hurt patients

      John Birkmeyer, MD | Policy
    • How xenotransplantation could finally solve organ shortages

      Rafael S. Garcia-Cortes, MD | Conditions
  • Recent Posts

    • California opioid prescribing: what the data actually shows

      Kayvan Haddadan, MD | Physician
    • How cultural competence transforms modern parent coaching

      Najat Fadlallah, MD | Conditions
    • A 20-item checklist for trainee research projects

      Vance Lehman, MD | Education
    • How anal health education helps detect anal cancer

      Talar Tejirian, MD | Conditions
    • How Medicare changes affect medical billing contracts

      GetPracticeHelp | Finance
    • Compassionate health care transforms the patient journey

      Kim Downey, PT & Randy McNeely | 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 36 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

    • Primary care crisis requires new training and skills

      Justin Oldfield, MD | Physician
    • Physician retirement is a myth for the ripening doctor

      Farid Sabet-Sharghi, MD | Physician
    • Primary care access is the real problem, not the system

      Payam Zamani, MD | Physician
    • Clinician grief is a hidden crisis in modern hospice care

      Linda Ellington, RN | Conditions
    • A Medicare for All alternative that keeps insurers in

      Ken Terry | Policy
    • California opioid prescribing: what the data actually shows

      Kayvan Haddadan, MD | Physician
  • Past 6 Months

    • I Googled my own name and a corporate clinic I’ve never worked at appeared [PODCAST]

      The Podcast by KevinMD | Podcast
    • Primary care crisis requires new training and skills

      Justin Oldfield, MD | Physician
    • How corporate health care ruined the medical profession

      Edmond Cabbabe, MD | Physician
    • Why nature-based medicine is the future of health care

      John La Puma, MD | Education
    • Medicare practice expense cuts will hurt patients

      John Birkmeyer, MD | Policy
    • How xenotransplantation could finally solve organ shortages

      Rafael S. Garcia-Cortes, MD | Conditions
  • Recent Posts

    • California opioid prescribing: what the data actually shows

      Kayvan Haddadan, MD | Physician
    • How cultural competence transforms modern parent coaching

      Najat Fadlallah, MD | Conditions
    • A 20-item checklist for trainee research projects

      Vance Lehman, MD | Education
    • How anal health education helps detect anal cancer

      Talar Tejirian, MD | Conditions
    • How Medicare changes affect medical billing contracts

      GetPracticeHelp | Finance
    • Compassionate health care transforms the patient journey

      Kim Downey, PT & Randy McNeely | Conditions

MedPage Today Professional

An Everyday Health Property Medpage Today

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

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

ICD-10 and the problem of interobserver variability
36 comments

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

Loading Comments...