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 do we feel about algorithm-driven prescriptions?

James C. Salwitz, MD
Conditions
June 3, 2015
Share
Tweet
Share

shutterstock_169002578

Much of medicine is no harder than Mom, a Band-Aid and a scrapped knee. Flu shots save lives, give flu shots. Bleeding causes anemia, give iron or, if severe, blood. There is a fracture, fix it. A boil hurts, lance it.  This is not rocket science.

Perhaps medicine is so simple that it can be automated. Instead of a doctor at all, use an algorithm. Rule #1: If A then B. For the harder cases: If A then B unless C. Easy, flawless, idiot proof, cheap.

Therefore, I am intrigued by the following treatment protocol, which is proposed for use in my hospital. It seems rudimentary, but it is revolutionary or at least prophetic … tomorrow’s medicine today.

The idea, which came from our orthopedic service, is simple. If a patient’s blood test shows a deficiency in vitamin D, then give that patient vitamin D. Now, please note, the key here is that no direct order for vitamin D treatment is written by or requested from a doctor, nurse practitioner or nurse. If the lab reports low vitamin D, then the patient will be automatically treated. In effect, the EMR will note the lab test and order therapy.

This seems like a splendid and efficient solution to a real and common medical problem. Many studies indicate that low vitamin D is associated with a mix of different maladies, some life threatening. The strongest data is around bone health as osteoporosis is increased with low vitamin D. So is the risk of falls with fractures, the complications of which can be devastating.

With vitamin D deficiency, colon and lung cancer increase, as do breast cancers in postmenopausal women. In addition, research suggests that if you do get cancer and you already have low vitamin D levels, you are more likely to die. Finally, there may be effects on heart health, immune function, and diabetes.

What is not completely clear is how much benefit is derived by replacing low vitamin D. While bone fractures happen less, can the same be said for other illness? The research is still out. However, in patients with low vitamin D, there is very little risk from supplements, and if the only thing we achieve is less hip fractures, that is still a big win.

The question remains, are we comfortable if an automatic vitamin D prescription is at the core of the decision? If A, then B, sans MD.   If we accept this very simple, safe plan, how far do we want to go? Is there anything wrong with an automatic test of every patient that is seen in a clinic or office for vitamin D and giving a vitamin D prescription if “decided” by the EMR, without the doctor ever being notified?

This apparently innocuous example is a model for future medical care, where information systems completely manage medical decisions. What is the real difference between ordering vitamin D, and penicillin? The EMR notes a positive blood culture, checks sensitivities, measures renal function, rules out allergies, and then the computer orders an on-time, on-target antibiotic, while the doctor is asleep in bed, playing golf or, hopefully, treating another, more complex, patient?

How about computers titrating seizure medicines based on EEG results and blood levels? Drug and dose ordering home blood pressure machines? Auto-analyzing telemetry, suppressing arrhythmias by adding meds and adjusting pacemakers? Intelligent ventilators? Sentient da Vinci robots? A cell phone app, which adjusts IV pain medications for patients on hospice?

Enhanced medical informatics has a mindboggling but unknown potential for accuracy, speed, patient empowerment, reduced cost and might guarantee state-of-the-art care. However, the transformation will be complex and, to no small extent, disrupting and disturbing. How and where we apply such technology will depend not only on the development of automated systems, but on our understanding of what it means to be human. Nonetheless, wherever our journey takes us, we can be certain that what it means to be a patient or a doctor will change forever.

James C. Salwitz is an oncologist who blogs at Sunrise Rounds.

Image credit: Shutterstock.com

Prev

The problem of "less is more" in American health care

June 3, 2015 Kevin 7
…
Next

This surprising folk song will inspire you to get a colonoscopy. Really.

June 3, 2015 Kevin 6
…

Tagged as: Endocrinology

< Previous Post
The problem of "less is more" in American health care
Next Post >
This surprising folk song will inspire you to get a colonoscopy. Really.

ADVERTISEMENT

More by James C. Salwitz, MD

  • Each line on the radiology list is a patient’s line in the sand

    James C. Salwitz, MD
  • The broader mission for hospice care

    James C. Salwitz, MD
  • Is the medical profession at its end?

    James C. Salwitz, MD

More in Conditions

  • Precision psychiatry is finally catching up to medicine

    Carrie Friedman, NP
  • How medical residents build patient trust today

    Sarah Whaley
  • How to improve protein absorption after gastric bypass

    Kevin Huffman, DO
  • The exam question OB/GYNs were never taught to ask

    Michael Reed, MD
  • Social media addiction rulings impact mental health

    Oliver Power
  • How fecal incontinence impacts infection prevention today

    Deanna Vargo, RN, Karen Lou Kennedy-Evans, RN, APRN, and Simone Hugar
  • Most Popular

  • Past Week

    • Physician retirement is a myth for the ripening doctor

      Farid Sabet-Sharghi, MD | Physician
    • How to improve protein absorption after gastric bypass

      Kevin Huffman, DO | Conditions
    • Medicare physician pay has fallen 33 percent since 2001

      Kayvan Haddadan, MD | Policy
    • Why physicians miss business owner stress in patients

      Timothy Lesaca, MD | Physician
    • Reclaiming the lost art of the physical exam

      Ann Lebeck, MD | Physician
    • How a diversionary legal strategy harms medical malpractice

      Howard Smith, 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
    • The cost of chaos in medical malpractice litigation

      Howard Smith, MD | Physician
    • Why our health care system is failing chronic disease patients

      Beata Pasek, EdD | Conditions
  • Recent Posts

    • Telemedicine as a career, not a side gig

      AIR Physician Academy | Physician
    • DOT ruling protects peanut allergies but not eggs, sesame, or milk [PODCAST]

      The Podcast by KevinMD | Podcast
    • How a medical investigation drives physician burnout

      Jean Paul Brutus, MD | Physician
    • How Medicare reimbursement hurts independent physicians

      James Albert, MD | Policy
    • Medicare physician pay has fallen 33 percent since 2001

      Kayvan Haddadan, MD | Policy
    • LinkedIn for physicians is not optional in 2026

      Muhamad Aly Rifai, MD | Social media

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

  • Most Popular

  • Past Week

    • Physician retirement is a myth for the ripening doctor

      Farid Sabet-Sharghi, MD | Physician
    • How to improve protein absorption after gastric bypass

      Kevin Huffman, DO | Conditions
    • Medicare physician pay has fallen 33 percent since 2001

      Kayvan Haddadan, MD | Policy
    • Why physicians miss business owner stress in patients

      Timothy Lesaca, MD | Physician
    • Reclaiming the lost art of the physical exam

      Ann Lebeck, MD | Physician
    • How a diversionary legal strategy harms medical malpractice

      Howard Smith, 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
    • The cost of chaos in medical malpractice litigation

      Howard Smith, MD | Physician
    • Why our health care system is failing chronic disease patients

      Beata Pasek, EdD | Conditions
  • Recent Posts

    • Telemedicine as a career, not a side gig

      AIR Physician Academy | Physician
    • DOT ruling protects peanut allergies but not eggs, sesame, or milk [PODCAST]

      The Podcast by KevinMD | Podcast
    • How a medical investigation drives physician burnout

      Jean Paul Brutus, MD | Physician
    • How Medicare reimbursement hurts independent physicians

      James Albert, MD | Policy
    • Medicare physician pay has fallen 33 percent since 2001

      Kayvan Haddadan, MD | Policy
    • LinkedIn for physicians is not optional in 2026

      Muhamad Aly Rifai, MD | Social media

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 do we feel about algorithm-driven prescriptions?
4 comments

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

Loading Comments...