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

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

Post navigation

< 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

  • The political selectivity of medical freedom: a double standard

    Arthur Lazarus, MD, MBA
  • Understanding alternative drug funding programs

    Martha Rosenberg
  • The impact of policy cuts on ableism in health care

    Ashna Shome, MD
  • Accountable care cooperatives: a community-owned health care fix

    David K. Cundiff, MD
  • Why U.S. health care costs so much

    Ruhi Saldanha
  • Why the expiration of ACA enhanced subsidies threatens health care access

    Sandya Venugopal, MD and Tina Bharani, MD
  • Most Popular

  • Past Week

    • Is primary care becoming a triage station?

      J. Leonard Lichtenfeld, MD | Physician
    • Psychiatrists are physicians: a key distinction

      Farid Sabet-Sharghi, MD | Physician
    • The blind men and the elephant: a parable for modern pain management

      Richard A. Lawhern, PhD | Conditions
    • Gender bias in medicine: Who deserves to be saved?

      Anonymous | Conditions
    • How to handle medical gaslighting

      Alan P. Feren, MD | Conditions
    • Physician shortage and private equity: the ruin of U.S. health care

      John C. Hagan III, MD | Physician
  • Past 6 Months

    • Is primary care becoming a triage station?

      J. Leonard Lichtenfeld, MD | Physician
    • Psychiatrists are physicians: a key distinction

      Farid Sabet-Sharghi, MD | Physician
    • Why feeling unlike yourself is a sign of physician emotional overload

      Stephanie Wellington, MD | Physician
    • The U.S. gastroenterologist shortage explained

      Brian Hudes, MD | Physician
    • California’s opioid policy hypocrisy

      Kayvan Haddadan, MD | Conditions
    • A lesson in empathy from a young patient

      Dr. Arshad Ashraf | Physician
  • Recent Posts

    • Physician shortage and private equity: the ruin of U.S. health care

      John C. Hagan III, MD | Physician
    • Catching type 1 diabetes before it becomes life-threatening [PODCAST]

      The Podcast by KevinMD | Podcast
    • The consequences of adopting AI in medicine

      Jordan Liz, PhD | Tech
    • Pediatrician vs. grandmother: Choosing love over medical advice

      Jessie Mahoney, MD | Physician
    • How I got Dr. Luis Torres Díaz on Wikipedia: a grandson’s journey

      Francisco M. Torres, MD | Physician
    • Direct primary care vs psychotherapy models: Why they aren’t interchangeable

      Arthur Lazarus, MD, MBA | 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 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

ADVERTISEMENT

  • Most Popular

  • Past Week

    • Is primary care becoming a triage station?

      J. Leonard Lichtenfeld, MD | Physician
    • Psychiatrists are physicians: a key distinction

      Farid Sabet-Sharghi, MD | Physician
    • The blind men and the elephant: a parable for modern pain management

      Richard A. Lawhern, PhD | Conditions
    • Gender bias in medicine: Who deserves to be saved?

      Anonymous | Conditions
    • How to handle medical gaslighting

      Alan P. Feren, MD | Conditions
    • Physician shortage and private equity: the ruin of U.S. health care

      John C. Hagan III, MD | Physician
  • Past 6 Months

    • Is primary care becoming a triage station?

      J. Leonard Lichtenfeld, MD | Physician
    • Psychiatrists are physicians: a key distinction

      Farid Sabet-Sharghi, MD | Physician
    • Why feeling unlike yourself is a sign of physician emotional overload

      Stephanie Wellington, MD | Physician
    • The U.S. gastroenterologist shortage explained

      Brian Hudes, MD | Physician
    • California’s opioid policy hypocrisy

      Kayvan Haddadan, MD | Conditions
    • A lesson in empathy from a young patient

      Dr. Arshad Ashraf | Physician
  • Recent Posts

    • Physician shortage and private equity: the ruin of U.S. health care

      John C. Hagan III, MD | Physician
    • Catching type 1 diabetes before it becomes life-threatening [PODCAST]

      The Podcast by KevinMD | Podcast
    • The consequences of adopting AI in medicine

      Jordan Liz, PhD | Tech
    • Pediatrician vs. grandmother: Choosing love over medical advice

      Jessie Mahoney, MD | Physician
    • How I got Dr. Luis Torres Díaz on Wikipedia: a grandson’s journey

      Francisco M. Torres, MD | Physician
    • Direct primary care vs psychotherapy models: Why they aren’t interchangeable

      Arthur Lazarus, MD, MBA | 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

ICD-10 and the problem of interobserver variability
36 comments

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

Loading Comments...