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

How algorithm driven medicine can affect patient care

Jeffrey Parks, MD
Physician
January 30, 2012
Share
Tweet
Share

Whenever someone is scheduled for an operation, the assigned nurse is required to fill out a “pre-op checklist” to ensure that all safety and quality metrics are being adhered to. Before the patient is allowed to be wheeled into the OR we make sure the surgical site is marked, the consents are signed, all necessary equipment is available, etc. One of the most important metrics involves the peri-operative administration of IV antibiotics. SCIP guidelines mandate that the prophylactic antibiotic is given within an hour of incision time to optimize outcomes. This has been drilled into the heads of physicians, health care providers, and ancillary staff to such an extent that it occasionally causes total brain shutdown.

Let me explain. For most elective surgeries I give a single dose of antibiotics just before I cut. For elective colon surgery, the antibiotics are continued for 24 hours post-op. This is accepted standard of care. You don’t want to give antibiotics inappropriately or continue them indefinitely.

But what about a patient with gangrenous cholecystitis or acute appendicitis? What if, in my clinical judgment, I want to start the patient on antibiotics right away (i.e. several hours before anticipated incision time) and then continue them for greater than 24 hours post-op, depending on what the clinical status warrants? I should be able to do that right?

Well, you’d be surprised. You see, at two different, unaffiliated hospitals I cover, the surgeons have seen that decision-making capability removed from their power. If a young patient comes in with acute appendicitis and I feel that it would be prudent to continue the Zosyn an extra couple of days, an automatic stop order is triggered in the department of pharmacy and the antibiotic is stopped after 24 hours, no matter what. Unless the surgeon specifically writes “please do not stop this antibiotic after 24 hours; it is being administered for therapeutic purposes, not prophylaxis,” the antibiotic will not be sent to the patient’s floor for administration. As a result, patients end up being treated sub-optimally, and potentially harmed, due to an over-emphasis on “protocol” and “quality care metrics.”

Similarly, the 60-minute timeline for pre-operative antibiotic administration can be problematic. I have had patients come into the ER with appendicitis or cholecystitis and, in my pre-op orders, write for Zosyn or whatever, to be started ASAP, no matter what time the operation is scheduled. Not too long ago, I admitted a gallbladder over the phone at 2am. I gave the nurse admitting orders which included one for a broad spectrum antibiotic.

When I saw the patient in the morning, I added her on to the OR schedule. By the time a room opened up, it was about 10:30am. The OR nurse asked me if I wanted to give an antibiotic for the case. I told her that the patient was already on antibiotics as part of her admit orders for treatment. The nurse shook her hand. It had never been given; the floor nurse held it so that it wasn’t administered until 60 minutes before the scheduled OR time, just like the algorithm dictates — despite the fact it had been ordered nearly 8 hours prior to the case, not for peri-op prophylaxis, but for treatment of an established pathology. And there it was, the cefotetan, hanging on her IV stand. Now nothing bad happened, but here you have a situation where health care providers are so terrified of violating Quality Assurance Protocol that they end up withholding necessary treatment. It’s just astounding.

As surgeons, we have bitched and moaned. You would think that these issues would be quickly rectified. But no. It is the responsibility of the surgeon to write qualifying statements for therapeutic antibiotics because the default mode is to override a licensed physician’s clinical judgment. This is what I’m talking about when I say that blind allegiance to a top-down, systems analysis-driven algorithm can turn everyone involved in health care into a bunch of mindless drones.

Jeffrey Parks is a general surgeon who blogs at Buckeye Surgeon.

Submit a guest post and be heard on social media’s leading physician voice.

Prev

Good communication in health care is about listening

January 30, 2012 Kevin 7
…
Next

Natural language processing in EMRs can improve disease tracking

January 30, 2012 Kevin 3
…

Tagged as: Surgery

< Previous Post
Good communication in health care is about listening
Next Post >
Natural language processing in EMRs can improve disease tracking

ADVERTISEMENT

More by Jeffrey Parks, MD

  • Is the end of football coming? This doctor says it can’t come fast enough.

    Jeffrey Parks, MD
  • Antibiotics for appendicitis: What does a surgeon think about this?

    Jeffrey Parks, MD
  • Why the Surgeon Scorecard is a journalistic low point for ProPublica

    Jeffrey Parks, MD

More in Physician

  • Unfinishedness in medicine: When a good visit feels incomplete

    Alan P. Feren, MD
  • Stigma in psychiatry: Confronting the barriers to healing

    Devina Maya Wadhwa, MD
  • Physician burnout definition: Why it is blocked energy, not just exhaustion

    Susan MacLellan-Tobert, MD
  • Physician neutrality: a beacon of ethics in a divided world

    Farid Sabet-Sharghi, MD
  • Pharmaceutical advertising dangers: Why drug ads hurt patients

    George Issa, MD
  • How to handle clinical disagreement with patients

    Muhamad Aly Rifai, MD
  • Most Popular

  • Past Week

    • Why does sex work seem like a more viable path than medicine in 2026?

      Corina Fratila, MD | Physician
    • The Blanket Sign: Recognizing difficult patient encounters in the ER

      George Issa, MD | Physician
    • How board certification fuels the physician shortage crisis

      Brian Hudes, MD | Physician
    • The future of U.S. medicine: 10 health care trends in 2026

      Richard E. Anderson, MD & The Doctors Company | Physician
    • The passion vine: a lesson on restraint in medicine and life

      Rao M. Uppu, PhD | Conditions
    • The future of employer-aligned DPC and physician autonomy

      Dana Y. Lujan, MBA | Policy
  • Past 6 Months

    • Missed diagnosis visceral leishmaniasis: a tragedy of note bloat

      Arthur Lazarus, MD, MBA | Conditions
    • Menstrual health in medicine: Addressing the gender gap in care

      Cynthia Kumaran | Conditions
    • From Singapore to Canada: a blueprint for primary care transformation

      Ivy Oandasan, MD | Policy
    • Why does sex work seem like a more viable path than medicine in 2026?

      Corina Fratila, MD | Physician
    • The American Board of Internal Medicine maintenance of certification lawsuit: What physicians need to know

      Brian Hudes, MD | Physician
    • Sabbaticals provide a critical lifeline for sustainable medical careers [PODCAST]

      The Podcast by KevinMD | Podcast
  • Recent Posts

    • Unfinishedness in medicine: When a good visit feels incomplete

      Alan P. Feren, MD | Physician
    • Stigma in psychiatry: Confronting the barriers to healing

      Devina Maya Wadhwa, MD | Physician
    • Why the FDA regulations on peptide therapy matter

      Vikas Patel, MD | Meds
    • Menopause and the drop in cervical cancer screening

      Nenrot S. Gopep, MD, MPH | Conditions
    • Physician burnout definition: Why it is blocked energy, not just exhaustion

      Susan MacLellan-Tobert, MD | Physician
    • Pharmaceutical advertising ethics: Why TV drug ads mislead patients

      M. Bennet Broner, 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 13 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

    • Why does sex work seem like a more viable path than medicine in 2026?

      Corina Fratila, MD | Physician
    • The Blanket Sign: Recognizing difficult patient encounters in the ER

      George Issa, MD | Physician
    • How board certification fuels the physician shortage crisis

      Brian Hudes, MD | Physician
    • The future of U.S. medicine: 10 health care trends in 2026

      Richard E. Anderson, MD & The Doctors Company | Physician
    • The passion vine: a lesson on restraint in medicine and life

      Rao M. Uppu, PhD | Conditions
    • The future of employer-aligned DPC and physician autonomy

      Dana Y. Lujan, MBA | Policy
  • Past 6 Months

    • Missed diagnosis visceral leishmaniasis: a tragedy of note bloat

      Arthur Lazarus, MD, MBA | Conditions
    • Menstrual health in medicine: Addressing the gender gap in care

      Cynthia Kumaran | Conditions
    • From Singapore to Canada: a blueprint for primary care transformation

      Ivy Oandasan, MD | Policy
    • Why does sex work seem like a more viable path than medicine in 2026?

      Corina Fratila, MD | Physician
    • The American Board of Internal Medicine maintenance of certification lawsuit: What physicians need to know

      Brian Hudes, MD | Physician
    • Sabbaticals provide a critical lifeline for sustainable medical careers [PODCAST]

      The Podcast by KevinMD | Podcast
  • Recent Posts

    • Unfinishedness in medicine: When a good visit feels incomplete

      Alan P. Feren, MD | Physician
    • Stigma in psychiatry: Confronting the barriers to healing

      Devina Maya Wadhwa, MD | Physician
    • Why the FDA regulations on peptide therapy matter

      Vikas Patel, MD | Meds
    • Menopause and the drop in cervical cancer screening

      Nenrot S. Gopep, MD, MPH | Conditions
    • Physician burnout definition: Why it is blocked energy, not just exhaustion

      Susan MacLellan-Tobert, MD | Physician
    • Pharmaceutical advertising ethics: Why TV drug ads mislead patients

      M. Bennet Broner, PhD | 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

How algorithm driven medicine can affect patient care
13 comments

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

Loading Comments...