Skip to content
  • About
  • Contact
  • Contribute
  • My Book
  • Careers
  • Podcast
  • Transcripts
  • Speaking
KevinMD
  • All
  • Physician
  • Burnout
  • Practice
  • Policy
  • Finance
  • Conditions
  • .edu
  • Patient
  • Meds
  • Tech
  • Social
  • All
  • Physician
  • Burnout
  • Practice
  • Policy
  • Finance
  • Conditions
  • .edu
  • Patient
  • Meds
  • Tech
  • Social
    • All
    • Physician
    • Burnout
    • Practice
    • Policy
    • Finance
    • Conditions
    • .edu
    • Patient
    • Meds
    • Tech
    • Social
    • About
    • Contact
    • Contribute
    • My Book
    • Careers
    • Podcast
    • Transcripts
    • Speaking
KevinMD
  • All
  • Physician
  • Burnout
  • Practice
  • Policy
  • Finance
  • Conditions
  • .edu
  • Patient
  • Meds
  • Tech
  • Social
    • All
    • Physician
    • Burnout
    • Practice
    • Policy
    • Finance
    • Conditions
    • .edu
    • Patient
    • Meds
    • Tech
    • Social
    • About
    • Contact
    • Contribute
    • My Book
    • Careers
    • Podcast
    • Transcripts
    • Speaking
  • About Kevin Pho, MD, Founder of KevinMD
  • Be heard on social media’s leading physician voice
  • Contact Kevin
  • Custom enhanced author page pricing
  • DMCA Policy
  • Establishing, Managing, and Protecting Your Online Reputation: A Social Media Guide for Physicians and Medical Practices
  • 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
  • Upgrade to the KevinMD enhanced author page

Electronic health records (EHR) to improve medication compliance

Robert Rowley, MD
Health Technology
November 29, 2010
Share
Tweet
Share

A recent report in the Annals of Internal Medicine on the characteristics of prescriptions that are abandoned at the pharmacy raise the question of (1) how to ensure that people actually pick up their prescriptions, and (2) how to make sure that people actually take the medications that are prescribed.

What role does modern Electronic Health Record (EHR) technology play in this question?

A study by the non-profit New England Healthcare Institute (NEHI) in 2009 estimated that non-adherence to medications cost the healthcare system $290 billion annually in avoidable medical spending every year. So what are the barriers?

The Annals article showed that, eventually (within 1 month), most prescriptions are filled – although the study looked almost exclusively at the prescriptions given to patients with insurance. The medication abandonment rate has not been studied in as thorough a way for patients who lack insurance (or who have very large out-of-pocket deductibles for prescriptions). However, prescriptions given to a patient for the first time, prescriptions that were delivered to the pharmacy electronically, and prescriptions for which the patients have a higher copay were more likely never to be picked up.

It is a little counter-intuitive to find that e-prescriptions had a higher never-picked-up rate (referred to as “primary non-adherence”) than written (or printed) prescriptions – after all, the patient experience with a paper prescription is that it usually involves a two-step process at the pharmacy: (1) present the prescription, so the pharmacist can begin processing it, and (2) picking up and paying for the filled prescription (sometimes needing a second visit to the pharmacy, depending on wait times). Electronic prescriptions eliminate the first step, so that the visit to the pharmacy is simply to pick up the med (in theory).

However, there is something to be said for having a piece of paper in one’s hand to serve as a prompt to go to the pharmacy – and perhaps giving a patient a printed receipt for the e-prescribed medication (rather than simply tell the patient “go to the pharmacy and pick up your meds”) will help. Single stop at the pharmacy (Rx is waiting), aided by a manual prompt (paper receipt) – such an approach has not yet been studied, but would be interesting.

A study published this year in the Journal of General Internal Medicine looked at the fill-rates of electronically-delivered prescriptions. In that study, the primary non-adherence rate was about 20%, though prescription fill-rates were better for primary care physicians, and for patients less than 18 years of age. The biggest predictor of primary non-adherence was medication class: new prescriptions for chronic conditions (like hypertension, hyperlipidemia and diabetes) were the most likely to never get picked up.

This pattern also correlates with the rate of maintaining adherence to a prescription – the “secondary non-adherence” (or “medication compliance”) rate, that frustrates physicians. Maintenance medications for chronic conditions are the area where the lowest long-term compliance is seen. Very different than medications for acute illnesses.

This is in contrast to the experience at Kaiser, where the primary non-adherence rate is around 5%. Perhaps, as speculated in a review in the New York Times, this is because of the ease-of-process for prescriptions in the integrated Kaiser delivery system – same building, electronic prescribing, quick pick-up (on the way out from the clinic visit), low co-pays.

How can modern EHR technology help this situation? Firstly, it is important to recognize that there is no panacea, and there will always be some non-zero rate of prescription abandonment. However, barriers to getting the medications prescribed can be reduced by EHR technology. Issues that come to mind are:

1. Formulary checking (in other words, cost-checking from the patient-experience standpoint) will help physicians prescribe the most-likely-to-be-filled option.
2. Electronic prescribing can reduce in-pharmacy wait times, though generating a paper receipt in the clinic may provide a good prompt/reminder for the patient to go to the pharmacy (and remind the patient of which pharmacy the prescription was sent to)
3. Reports from the EHR showing refill events, so that gaps in filling maintenance medications can be identified, and those patients can receive active outreach from the practice (reminding to come in and review their medications). Health plans try to do this, but their reports are very after-the-fact, and don’t have the kind of impact that similar lists generated in-house by the EHR system would have.

Clearly, the evolution of EHR technology will help provide the tools needed for healthcare delivery teams to reduce issues of medication non-adherence (primary and secondary). This is a work-in-progress. Further, as such tools become widely adopted (in this era of Meaningful Use), we may actually see a reduction in the avoidable health costs that medication non-adherence creates.

Robert Rowley is a family physician and CMO of Practice Fusion.  He blogs at EHR Bloggers.

Submit a guest post and be heard.

Prev

How your medical practice can manage vendor relationships

November 29, 2010 Kevin 0
…
Next

Antibiotics need to become controlled substances and regulated

November 29, 2010 Kevin 79
…

Tagged as: Health IT and AI in Medicine, Medications and Prescribing

< Previous Post
How your medical practice can manage vendor relationships
Next Post >
Antibiotics need to become controlled substances and regulated

ADVERTISEMENT

More by Robert Rowley, MD

  • a desk with keyboard and ipad with the kevinmd logo

    How we can move to value-based health care delivery

    Robert Rowley, MD
  • I despise my EHR. But I’m still using it.

    Robert Rowley, MD
  • a desk with keyboard and ipad with the kevinmd logo

    Is the patient experience enhanced by modern technology?

    Robert Rowley, MD

More in Health Technology

  • Clinical documentation workflow is not just an AI fix

    Sterling Garde
  • Built for physicians, by physicians: our founder story

    J. Todd Walker, MD & Justin T. Smith, MD & TurnKey AI Practice
  • What the eGFR race correction teaches us about AI

    Craig Hauben, MPA
  • Clinician trust in AI is not a one-time milestone

    Susan Grant, DNP, RN
  • What AI in medicine can and cannot do

    Shiv K. Goel, MD
  • I built clinical decision-support tools at the bedside

    Ahmed Elsonbaty, MD
  • Most Popular

  • Past Week

    • The MCAT requirement persists as a norm, not as a tool

      Aniruth Ananthanarayanan | Medical Education
    • Leaving insurance-based practice while burned out is a trap

      Suzanne Gilberg-Lenz, MD | Physician
    • The gut microbiome and mental health are interconnected

      Sidhartha Gautam Senapati, MD | Conditions and Diseases
    • Why are doctors prosecuted for prescribing opioids?

      Richard A. Lawhern, PhD | Conditions and Diseases
    • When difficulty swallowing pills looks like noncompliance

      Laurel A. Coons, PhD | Conditions and Diseases
    • Insurance consolidation is a patient safety problem

      American Society of Anesthesiologists | Health Policy
  • Past 6 Months

    • Primary care crisis requires new training and skills

      Justin Oldfield, MD | Physician
    • The MCAT requirement persists as a norm, not as a tool

      Aniruth Ananthanarayanan | Medical Education
    • Polycystic ovary syndrome is more than ovarian

      Oluyemisi Famuyiwa, MD | Conditions and Diseases
    • DEA fear is reshaping how doctors prescribe

      Ronald L. Lindsay, MD | Physician
    • Why physicians miss business owner stress in patients

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

      Ann Lebeck, MD | Physician
  • Recent Posts

    • How Becerra and Hilton differ on California health care

      Kayvan Haddadan, MD | Health Policy
    • Diagnosis shock is the missing piece in patient encounters

      Judith A. Swack, PhD | Conditions and Diseases
    • When a patient attacks you, it changes your life

      Timothy Lesaca, MD | Physician
    • Rural health care delivery is not a coverage problem

      Vance Alm, MD | Physician
    • The direct primary care HSA rule did not fix access

      Dana Y. Lujan, MBA | Health Policy
    • Conservative care for back pain is not “wait and see”

      Patrick Roth, MD | Conditions and Diseases

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 3 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

    • The MCAT requirement persists as a norm, not as a tool

      Aniruth Ananthanarayanan | Medical Education
    • Leaving insurance-based practice while burned out is a trap

      Suzanne Gilberg-Lenz, MD | Physician
    • The gut microbiome and mental health are interconnected

      Sidhartha Gautam Senapati, MD | Conditions and Diseases
    • Why are doctors prosecuted for prescribing opioids?

      Richard A. Lawhern, PhD | Conditions and Diseases
    • When difficulty swallowing pills looks like noncompliance

      Laurel A. Coons, PhD | Conditions and Diseases
    • Insurance consolidation is a patient safety problem

      American Society of Anesthesiologists | Health Policy
  • Past 6 Months

    • Primary care crisis requires new training and skills

      Justin Oldfield, MD | Physician
    • The MCAT requirement persists as a norm, not as a tool

      Aniruth Ananthanarayanan | Medical Education
    • Polycystic ovary syndrome is more than ovarian

      Oluyemisi Famuyiwa, MD | Conditions and Diseases
    • DEA fear is reshaping how doctors prescribe

      Ronald L. Lindsay, MD | Physician
    • Why physicians miss business owner stress in patients

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

      Ann Lebeck, MD | Physician
  • Recent Posts

    • How Becerra and Hilton differ on California health care

      Kayvan Haddadan, MD | Health Policy
    • Diagnosis shock is the missing piece in patient encounters

      Judith A. Swack, PhD | Conditions and Diseases
    • When a patient attacks you, it changes your life

      Timothy Lesaca, MD | Physician
    • Rural health care delivery is not a coverage problem

      Vance Alm, MD | Physician
    • The direct primary care HSA rule did not fix access

      Dana Y. Lujan, MBA | Health Policy
    • Conservative care for back pain is not “wait and see”

      Patrick Roth, MD | Conditions and Diseases

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

Electronic health records (EHR) to improve medication compliance
3 comments

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

Loading Comments...