By using this site, you agree to the Privacy Policy and Terms of Use.
Accept
Health Works CollectiveHealth Works CollectiveHealth Works Collective
  • Health
    • Mental Health
  • Policy and Law
    • Global Healthcare
    • Medical Ethics
  • Medical Innovations
  • News
  • Wellness
  • Tech
Search
© 2023 HealthWorks Collective. All Rights Reserved.
Reading: How Are You Using Physician Data Mining?
Share
Notification Show More
Font ResizerAa
Health Works CollectiveHealth Works Collective
Font ResizerAa
Search
Follow US
  • About
  • Contact
  • Privacy
© 2023 HealthWorks Collective. All Rights Reserved.
Health Works Collective > Business > Finance > How Are You Using Physician Data Mining?
BusinessFinanceHealth Reform

How Are You Using Physician Data Mining?

Abby Norman
Abby Norman
Share
2 Min Read
Data Mining
SHARE

The pay for performance model of payment has been the preference of health insurance companies for several decades. Previous models made it too easy for money to be paid for services that were not truly needed, were poorly documented or in some cases, were entirely fabricated for the purpose of payment. Pay for performance measures are meant to validate payments to physicians in accordance with The Affordable Care Act by using data mining techniques to keep tabs on physician costs.

Tracking physician payments, however, requires new datasets that physician practices, hospitals and healthcare systems may not have previously had the means to track. Metrics included in this required tracking might be Medicare measures, guidelines and performance comparison between physicians within a healthcare system; fostering a healthy sense of competition may prove to help keep physicians on track to meet the goals of the ACA.

Data collection on physician performance is not just valuable for pay out: quality improvement and patient safety rank high among the concerns of the executives orchestrating such tracking measures. By tracking performance measures across the broad, systemic problems within a healthcare system could potentially appear. What at first seemed to be an issue only with one practice or specialty may in fact exist across the board.

This becomes actionable data for quality improvement programs that will want to target the most troubled areas with fine-tuned solutions. By mining healthcare system wide data, they can also acquire metrics on the biggest costs to their particularly healthcare system; whatever the specific high cost, cost-saving measures can be designed to target that area.

More Read

With Health Care Spending Still on the Rise, Payment Models Begin to Change
The Four “Metal Plans” of Health Insurance Exchanges
Steps for Attracting Patient Participants in Clinical Trials
End of Life Wishes Simplified with Patient / Physician Agreement
Startups:Digital Health Accelerator Program Accepting Applications

While this data is potentially fuel for hospital reform, it could also usher in a slew of aggressive, disciplinary actions against physicians and their practices that may be unwarranted: some hospitals may use the data as justification for punishment, rather than using the resources for finding solutions.

TAGGED:big datadata miningphysician data
Share This Article
Facebook Copy Link Print
Share
By Abby Norman
My name is Abby Norman and I am a healthcare blogger. With over 10 years of experience in the medical field, I have developed a passion for helping others understand the complexities of healthcare.

Stay Connected

1.5KFollowersLike
4.5KFollowersFollow
2.8KFollowersPin
136KSubscribersSubscribe

Latest News

Veneers vs. Crowns vs. Bonding: Understanding Cosmetic Options
Veneers vs. Crowns vs. Bonding: Understanding Cosmetic Options
Dental health Specialties
June 23, 2026
dental implants
Dental Implants and Quality of Life: What the Outcomes Data Shows
Dental health Specialties
June 23, 2026
Why Outpatient Addiction Treatment Works Better Than Most People Expect
Addiction Addiction Recovery
June 20, 2026
grief affects brain
How Grief Affects The Brain And Body
Infographics Mental Health
June 19, 2026

You Might also Like

Does more insurance mean longer lines?
Health ReformHospital AdministrationPolicy & LawPublic Health

Expanding Insurance May Not Mean Long Lines and Trouble Seeing the Doctor

September 26, 2014
healthcare jobs happy team
BusinessNews

Healthcare Jobs – Fastest Growing Job Sector in Next Decade

February 11, 2012
Health careHospital Administration

How To Get A Medical Marijuana Card In Ohio

April 8, 2019

Panel on Critical Sales and Distribution Considerations for the Buyer, Investor and Seller

June 20, 2011
Subscribe
Subscribe to our newsletter to get our newest articles instantly!
Follow US
© 2008-2026 HealthWorks Collective. All Rights Reserved.
  • About
  • Contact
  • Privacy
Welcome Back!

Sign in to your account

Username or Email Address
Password

Lost your password?