We use cookies, including third-party cookies from Google to serve personalized ads through AdSense, to operate this site and understand how it is used. By continuing to browse, you accept this use. See our Privacy Policy and Terms of Use for details, including how to opt out of personalized advertising.
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

claim denial management
When It Comes to Denial Management, Qualitative Data Is Your Best Ally
Automation in Digital Credentialing
Dr. Carson on Health Care
When Patients Don’t Pay the Bill: Increase Your Revenue with a Collection’s Strategy
Why Selecting the Right Digital Advertising Vendor Matters for Your Clinical Trial

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

What Hospitals Need to Know About EU MDR -- AI-generated illustration
What Hospitals Need to Know About EU MDR
Business Hospital Administration
August 18, 2026
How to Choose an On-Demand Medical Interpreting Provider for Your Hospital -- AI-generated illustration
How to Choose an On-Demand Medical Interpreting Provider for Your Hospital
Health care
August 12, 2026
The Chemistry Of Drug Consistency -- AI-generated illustration
The Chemistry Of Drug Consistency
Policy & Law
August 12, 2026
Dental Materials Through The Decades -- AI-generated illustration
Dental Materials Through The Decades
Dental health Infographics Specialties
August 12, 2026

You Might also Like

Are Collaborative Care Planning Teams and Technology the Key to Reducing Readmissions?

March 18, 2012
deliver Patient Outcomes
Health ReformPublic Health

Patient Outcomes Culture – A Healthcare Game Changer

August 20, 2015
health IT cheerleaders
BusinessTechnology

Health IT: Getting Beyond the Hype and Focusing on Valuable Content

March 21, 2014
medical device website rotating banners
Business

Don’t Use Rotating Banners for Your Medical Device Website

January 20, 2015
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?