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

I care about structured data. Here’s why you should, too.

Brian Clare, MD
Tech
May 6, 2015
Share
Tweet
Share

The government has doled out nearly $20 billion in incentive payments since 2010 for its meaningful use program in order to nudge physicians towards adopting electronic health records (EHR). U.S. hospital systems and physician practices pay billions annually to EHR vendors in order to qualify for those meaningful use incentive dollars and prevent penalty payments in the future.

EHR adoption has modernized the practice of medicine in innumerable ways. However, documentation into EHRs has proven quite cumbersome for physicians. Physicians who rely heavily on transcription services to document into the EHR, for example, fail to get “structured data” into the EHR. Structured data refers to having information that is contained within a specific field (e.g., “Last Name”) or data that can be assigned a code. Therefore, structured data can be “processed” by a computer. “Unstructured data” generally refers to information stored as free text, which cannot be easily processed by a computer.

Why should we care about structured health data? Globally speaking, EHR interoperability and health data analytics require “structured” data. You simply cannot share, aggregate, and analyze health data from EHRs if the data is not captured in a structured format.

For years, physicians have relied on recording patient chart information in the form of a clinical narrative. This narrative captures the essence of the patient visit. It is very difficult to capture the essence of this narrative using structured data. Now boxes must be clicked, drop down menus selected from, coding systems sorted through. In order to accurately capture structured data, physicians have and will continue to see reductions in productivity. But structured data is critically important to modernizing medicine as recognized by the College of Healthcare Information Management Executives (CHIME) which has called for the use of structured data in health care reporting so that quality data can be extracted from all health records and be better utilized to examine trends.

Physicians, hospital administrators, and patients should all care about structured data. First, structured data will invariably result in better-coordinated care for patients. It is the only way that physicians can truly “speak a common language” from physician to physician, between hospital departments, and even between health systems. It is truly the backbone to a world where a patient’s complete health record can be shared and coordinated. Second, structured data will set the stage for big data and predictive health analytics. EHRs have the power to capture incredible amounts of data. So much data, in fact, which if structured properly, we can begin to track, monitor, and even predict health outcomes. Data projects have been sponsored to extract information from unstructured data, and have found remarkable trends hidden within the clinical narrative written by physicians.

While the benefits of structured data are evident, the roadblock to clear, accurate, structured data is the time and energy it takes for a physician to complete the EHR. No one can create more hours in a day; however, there are new technologies available that give physicians their time back and create strong EHR’s complete with structured data. Expert scribes, for instance, can input structured data in the EHR and create more robust information that analysts can use to predict health care trends and monitor a patient’s health.

The push for structured data is important. As a physician, I can understand first hand the resistance to requiring doctors to complete additional administrative work. That is why I got into the business of scribes, and continue to push for innovative ways in which new technologies can lessen the burden on physicians and optimize the use of EHRs. EHRs are one of the most valuable tools available to physicians when structured data is used, that is why it is important to offer solutions to acquiring this data as opposed to another item on a physician’s to do list.

Brian Clare is an emergency physician and founder and CEO, eScribe Management Services.

Prev

Where the brothers at? Why aren’t they in medicine?

May 6, 2015 Kevin 8
…
Next

Health care transformation is local: The problem with scaling Iora Health

May 6, 2015 Kevin 1
…

Tagged as: Health IT

< Previous Post
Where the brothers at? Why aren’t they in medicine?
Next Post >
Health care transformation is local: The problem with scaling Iora Health

ADVERTISEMENT

More by Brian Clare, MD

  • a desk with keyboard and ipad with the kevinmd logo

    The documentation solution your patients want you to adopt

    Brian Clare, MD

More in Tech

  • How wearable technology is changing the role of physicians

    Jeffrey Junig, MD, PhD
  • Navigating the cybersecurity challenges of artificial intelligence in medicine

    Francisco M. Torres, MD & Purab Patel
  • AI in clinical documentation: the hidden risk of automation bias

    Gagandeep Rai
  • Can AI scribes give clinicians time to teach again?

    Lynn McComas, DNP, ANP-C
  • Health care cyberattacks expose a critical national security failure

    Kristen Cline, BSN, RN
  • AI agents in health care: What they say when we aren’t listening

    Alp Köksal
  • Most Popular

  • Past Week

    • Evidence-based medicine vs. clinical judgment: a medical student’s perspective

      Jay Pendyala | Education
    • The controversy over Maintenance of Certification for grandfathered physicians

      Bernard Leo Remakus, MD | Physician
    • How hindsight bias distorts clinical medicine

      Olumuyiwa Bamgbade, MD | Physician
    • When side effects are actually a cry for help with medication costs

      Shuchita Gupta, MD | Physician
    • Proactive monitoring can prevent emergencies by catching heart signals early [PODCAST]

      The Podcast by KevinMD | Podcast
    • Why clinician education must prioritize nutrition training

      Beata Pasek, EdD | Conditions
  • Past 6 Months

    • The dangers of vertical integration in health care

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

      Corina Fratila, MD | Physician
    • The 9 laws of health care quality: Why metrics miss the point

      Constantine Ioannou, MD | Physician
    • Politics and fear have replaced science in U.S. pain management [PODCAST]

      The Podcast by KevinMD | Podcast
    • From Singapore to Canada: a blueprint for primary care transformation

      Ivy Oandasan, MD | Policy
    • How board certification fuels the physician shortage crisis

      Brian Hudes, MD | Physician
  • Recent Posts

    • Proactive monitoring can prevent emergencies by catching heart signals early [PODCAST]

      The Podcast by KevinMD | Podcast
    • Health care affordability crisis: lessons from the NYC nursing strike

      Marc Henry Estriplet, MD, MPH | Physician
    • How wearable technology is changing the role of physicians

      Jeffrey Junig, MD, PhD | Tech
    • Workplace violence against nurses: a crisis of systemic failure

      Amanda Dean, RN | Conditions
    • Ignored DNR hospital policy: a family’s tragic end-of-life story

      Amanda Cutshall | Conditions
    • Why measuring muscle mass matters more than tracking your weight [PODCAST]

      The Podcast by KevinMD | Podcast

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 14 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

    • Evidence-based medicine vs. clinical judgment: a medical student’s perspective

      Jay Pendyala | Education
    • The controversy over Maintenance of Certification for grandfathered physicians

      Bernard Leo Remakus, MD | Physician
    • How hindsight bias distorts clinical medicine

      Olumuyiwa Bamgbade, MD | Physician
    • When side effects are actually a cry for help with medication costs

      Shuchita Gupta, MD | Physician
    • Proactive monitoring can prevent emergencies by catching heart signals early [PODCAST]

      The Podcast by KevinMD | Podcast
    • Why clinician education must prioritize nutrition training

      Beata Pasek, EdD | Conditions
  • Past 6 Months

    • The dangers of vertical integration in health care

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

      Corina Fratila, MD | Physician
    • The 9 laws of health care quality: Why metrics miss the point

      Constantine Ioannou, MD | Physician
    • Politics and fear have replaced science in U.S. pain management [PODCAST]

      The Podcast by KevinMD | Podcast
    • From Singapore to Canada: a blueprint for primary care transformation

      Ivy Oandasan, MD | Policy
    • How board certification fuels the physician shortage crisis

      Brian Hudes, MD | Physician
  • Recent Posts

    • Proactive monitoring can prevent emergencies by catching heart signals early [PODCAST]

      The Podcast by KevinMD | Podcast
    • Health care affordability crisis: lessons from the NYC nursing strike

      Marc Henry Estriplet, MD, MPH | Physician
    • How wearable technology is changing the role of physicians

      Jeffrey Junig, MD, PhD | Tech
    • Workplace violence against nurses: a crisis of systemic failure

      Amanda Dean, RN | Conditions
    • Ignored DNR hospital policy: a family’s tragic end-of-life story

      Amanda Cutshall | Conditions
    • Why measuring muscle mass matters more than tracking your weight [PODCAST]

      The Podcast by KevinMD | Podcast

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

I care about structured data. Here’s why you should, too.
14 comments

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

Loading Comments...