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

Bill McGuire on Wireless Health and Technology
Pre and Post Operative Nutritional Considerations…
Spreading the Health Care Cost Pain to the Elderly
UVA Summit, 2nd Day – Ozmosis Interview
When Patients Leave: Why They Fire the Doctor

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

health care workers working together
How an MBA Healthcare Management Online Program Equips Leaders for Tomorrow
Health
March 18, 2026
close up of hands holding baby feet
What to Record After a Preventable Birth Injury
Health care
March 14, 2026
Person Stressed Out in Courtroom
How Legal Challenges Can Affect Health and Wellness Journeys
Policy & Law
March 14, 2026
high-risk mdical case
Countdown To Care: What Happens In The 48 Hours Before A High-Risk Medical Case
Health Infographics
March 12, 2026

You Might also Like

Hospital AdministrationMedical Ethics

A Short Guide To Medical Waste Management For Every Facility

August 12, 2020

Are Healthcare Consumers at the Forefront of Digital Health?

March 26, 2014

Pan Mass Challenge 2011 – Please Support my Ride & Help Lick Cancer

June 23, 2011
Big Pharma
BusinesseHealthNews

SAS and GSK Pull Big Pharma Into Big Data Collaboration

July 7, 2013
Subscribe
Subscribe to our newsletter to get our newest articles instantly!
Follow US
© 2008-2025 HealthWorks Collective. All Rights Reserved.
  • About
  • Contact
  • Privacy
Welcome Back!

Sign in to your account

Username or Email Address
Password

Lost your password?