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

Computerized Physician Order Entry (CPOE) affects patient safety

Margalit Gur-Arie
Tech
August 29, 2010
Share
Tweet
Share

Recently, yet another alarming Computerized Physician Order Entry (CPOE) study made headlines.

According to Healthcare IT News, The Leapfrog Group, a staunch advocate of CPOE, is now sounding the alarm on untested CPOE as their new study “points to jeopardy to patients when using health IT.” Up until now we had inconclusive studies pointing to increased and also decreased mortality in one hospital or another following CPOE implementation, but never an alarm from a non-profit group who made it its business to improve quality in hospitals by encouraging CPOE adoption, and this time the study involved 214 hospitals using a special CPOE evaluation tool over a period of a year and a half.

According to the brief Leapfrog report, 52% of medication errors and 32.8% of potentially fatal errors in adult hospitals did not receive appropriate warnings (42.1% and 33.9% accordingly, for pediatrics). A similar study published in the April edition of Health Affairs, using the same Leapfrog CPOE evaluation tool, but only 62 hospitals, provides some more insights into the results.

The hospitals in this study are using 7 commercial vendors and one home grown system (not identified), and most interestingly, the CPOE vendor had very little to do with the system’s ability to provide appropriate warnings. For basic adverse events, such as drug-to-drug or drug-to-allergy, an average of 61% of events across all systems generated appropriate warnings. For more complex events, such as drug-to-diagnosis or dosing, appropriate alerts were generated less that 25% of the time. The results varied significantly amongst hospitals, including hospitals using the same product. To understand the implications of these studies we must first understand the Leapfrog CPOE evaluation tool, or “flight simulator” as it is sometimes referred to.

The CPOE “simulator” administers a 6 hours test. It is a web based tool where hospitals can print out a list of 10-12 test patients with pertinent profiles, i.e. age, gender, problem list, meds and allergy list and possibly test results. The hospital needs to enter these patients into their own EHR system. According to Leapfrog, this is best done by admission folks, lab and radiology resources and maybe a pharmacist. Once the test patients are in the EHR, the hospital should log back into the “simulator” and print out about 50 medication orders for those test patients, along with instructions and a paper form for recording CPOE alerts.

Once the paper artifacts are created, the hospital is supposed to enter all medication orders into the EHR and record any warnings generated by the EHR on the paper form provided by the “simulator.” This step is best done by a physician with experience in ordering meds in the EHR, but Leapfrog also suggests that the Chief Medical Information Officer would be a good choice for entering orders. Finally, the recorded warnings are reentered into the Leapfrog web interface and the tool calculates and displays the hospital scores.

If the process above sounds familiar, it is probably because this is very similar to how CCHIT certifies clinical decision support in electronic prescribing. Preset test patients followed by application of test scripts are intended to verify, or in this case assess, which modules of medication decision support are activated and how the severity levels for each are configured. As Leapfrog’s disclaimer correctly states, this tool only tests the implementation, or configuration, of the system. This is a far cry from a flight simulator where pilot (physician) response is measured against simulated real life circumstances (busy ED, rounding, discharge). The only alarm the Leapfrog study is sounding, and it is an important alarm, is that most hospitals need to turn on more clinical decision support functionality.

It is not clear whether doctors will actually heed decision support warnings, or just ignore them. Since the medication orders are scripted, we have no way of knowing if, hampered by the user interface, docs without a script would end up ordering the wrong meds. And since the “simulator” is really not a simulator, we have no way of knowing if an unfriendly user interface caused the physician to enter the wrong frequency, or dose, or even the wrong medication (Leapfrog has no actual access to the EHR).

We have no indication that the system actually recorded the orders as entered, subsequently displayed a correct medication list or transmitted the correct orders to the pharmacy. We cannot be certain that a decision support module which generates appropriate alerts for the test scripts, such as duplicate therapy, will not generate dozens of superfluous alerts in other cases. We do know that alerts are overridden in up to 96% of cases, so more is not necessarily better.

Do the high scoring hospitals have a higher rate of preventing errors, or do they just have more docs mindlessly dismissing more alerts?

All in all, the Leapfrog CPOE evaluation tool is a pretty blunt instrument. However, the notion of a flight simulator for EHRs is a good one. A software package that allows users to simulate response to lifelike presentations, and scores the interaction from beginning to end, accounting for both software performance and user proficiency, would facilitate a huge Leap forward in the quality of HIT. This would be an awesome example of true innovation.

Margalit Gur-Arie is a partner at EHR pathway, LLC and Gross Technologies, Inc. She blogs at
On Healthcare Technology.

Submit a guest post and be heard.

Prev

Health blog posts of the week, ending August 29, 2010

August 29, 2010 Kevin 0
…
Next

Effect of the Massachusetts Gift Ban law on area restaurants

August 29, 2010 Kevin 13
…

Tagged as: Health IT

< Previous Post
Health blog posts of the week, ending August 29, 2010
Next Post >
Effect of the Massachusetts Gift Ban law on area restaurants

ADVERTISEMENT

More by Margalit Gur-Arie

  • Why Medicare for all is not going to happen in America

    Margalit Gur-Arie
  • The insanely brazen effort to remake medicine into a consumer industry

    Margalit Gur-Arie
  • No politician has a realistic solution for health care

    Margalit Gur-Arie

More in Tech

  • The ROI of ambient AI in health care and autonomous coding

    Pat Williams
  • Artificial intelligence is changing medical writing today

    Arthur Lazarus, MD, MBA
  • How generative AI in health care is changing patient expectations

    Cybil Sierra Stingl, MD and Robert M. Kaplan, PhD
  • Expert witness credibility is destroyed by AI opinions

    Tracy Liberatore, Esq, PA
  • Artificial general intelligence and the future of surgery

    David Stonko, MD
  • Severe note bloat is fueling dangerous physician burnout

    Brian Hudes, MD
  • Most Popular

  • Past Week

    • Rethinking the role of family physicians vs. specialists

      Ronald L. Lindsay, MD | Physician
    • A humorous parody of medical specialties and the modern patient

      Sidney J. Winawer, MD | Physician
    • Administrative burden is driving severe physician burnout

      Kayvan Haddadan, MD | Physician
    • Pharmacy closures threaten our entire public health system

      Timothy Lesaca, MD | Physician
    • Clinicians are failing at value-based care because no one taught them the system [PODCAST]

      The Podcast by KevinMD | Podcast
    • Artificial general intelligence and the future of surgery

      David Stonko, MD | Tech
  • Past 6 Months

    • The controversy over Maintenance of Certification for grandfathered physicians

      Bernard Leo Remakus, MD | Physician
    • Why clinicians fail at writing expert reports

      Tracy Liberatore, Esq, PA | Conditions
    • Rethinking the role of family physicians vs. specialists

      Ronald L. Lindsay, MD | Physician
    • How hindsight bias distorts clinical medicine

      Olumuyiwa Bamgbade, MD | Physician
    • The cost of time constraints in primary care: Why doctors feel rushed

      Ann Lebeck, MD | Physician
    • Health insurance incentives and alternatives to opioids for chronic pain

      Molly Candon, PhD and Daniel Clauw, MD | Conditions
  • Recent Posts

    • Why current solutions to physician burnout are failing

      Bill Pressey | Conditions
    • Clinicians are failing at value-based care because no one taught them the system [PODCAST]

      The Podcast by KevinMD | Podcast
    • Why listening is the core of patient-centered care

      Claudy Bonne Année, MD | Physician
    • What to expect at your first gynecologic visit

      Callia Georgoulis | Conditions
    • Why relationship-centered care matters in medicine

      John Wei, MD | Physician
    • The quiet hospital financial crisis threatening health care

      Ganesh Asaithambi, MD, MBA | 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 6 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

    • Rethinking the role of family physicians vs. specialists

      Ronald L. Lindsay, MD | Physician
    • A humorous parody of medical specialties and the modern patient

      Sidney J. Winawer, MD | Physician
    • Administrative burden is driving severe physician burnout

      Kayvan Haddadan, MD | Physician
    • Pharmacy closures threaten our entire public health system

      Timothy Lesaca, MD | Physician
    • Clinicians are failing at value-based care because no one taught them the system [PODCAST]

      The Podcast by KevinMD | Podcast
    • Artificial general intelligence and the future of surgery

      David Stonko, MD | Tech
  • Past 6 Months

    • The controversy over Maintenance of Certification for grandfathered physicians

      Bernard Leo Remakus, MD | Physician
    • Why clinicians fail at writing expert reports

      Tracy Liberatore, Esq, PA | Conditions
    • Rethinking the role of family physicians vs. specialists

      Ronald L. Lindsay, MD | Physician
    • How hindsight bias distorts clinical medicine

      Olumuyiwa Bamgbade, MD | Physician
    • The cost of time constraints in primary care: Why doctors feel rushed

      Ann Lebeck, MD | Physician
    • Health insurance incentives and alternatives to opioids for chronic pain

      Molly Candon, PhD and Daniel Clauw, MD | Conditions
  • Recent Posts

    • Why current solutions to physician burnout are failing

      Bill Pressey | Conditions
    • Clinicians are failing at value-based care because no one taught them the system [PODCAST]

      The Podcast by KevinMD | Podcast
    • Why listening is the core of patient-centered care

      Claudy Bonne Année, MD | Physician
    • What to expect at your first gynecologic visit

      Callia Georgoulis | Conditions
    • Why relationship-centered care matters in medicine

      John Wei, MD | Physician
    • The quiet hospital financial crisis threatening health care

      Ganesh Asaithambi, MD, MBA | 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

Computerized Physician Order Entry (CPOE) affects patient safety
6 comments

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

Loading Comments...