Business Intelligence and Fraud

Why doesn’t CMS use business intelligence to catch fraud?

You can call it business intelligence. You can call it common sense. As Medicare pays fee-for-service (FFS) claims through its Medicare Administrative Contractors (MACs), it compiles reports of the paid claims by provider. 

The Centers for Medicare & Medicaid Services (CMS) knows the number of claims paid by each provider and the HCPCS codes that were listed on the claims. They have the data to determine how many physicians bill their claims at the highest possible levels for evaluation and management (E&M) services.

Medicare Advantage (MA) plans regularly submit paid claims data to CMS. In determining the risk adjustment scores of such plans, CMS uses this data to adjust payments to them. 

My question is this: why doesn’t CMS use business intelligence to catch such issues, before it turns into massive cases of fraud? CMS has the data to see spikes in payments to individual providers. 

It begs the question: how do bad actors submit claims for months or years that should have been caught in the first month?  

Years ago, almost all the physicians in the top 20 of Medicare payment recipients were ophthalmologists. It turned out that Medicare was paying very high rates for interocular lenses. A number of these physicians were eventually charged with fraud. 

Just a few years later, in 2019, a New York ophthalmologist was in the news when he was convicted of Medicare fraud for billing millions of dollars in operations that were never performed over a 10-year period.

My question is, why is it that this fraud can’t be investigated in real time, based on trending data?  Why can’t Medicare use data analytics to find anomalous payment data and investigate early? 

Facebook
Twitter
LinkedIn

Timothy Powell, CPA, CHCP

Timothy Powell is a nationally recognized expert on regulatory matters, including the False Claims Act, Zone Program Integrity Contractor (ZPIC) audits, and U.S. Department of Health and Human Services (HHS) Office of Inspector General (OIG) compliance. He is a member of the RACmonitor editorial board and a national correspondent for Monitor Mondays.

Related Stories

More Essential Data From CMS

More Essential Data From CMS

The Centers for Medicare & Medicaid Services (CMS) just keep putting out the data, and we want to keep you aware of both the data

Read More

Leave a Reply

Please log in to your account to comment on this article.

Featured Webcasts

2026 IPPS Masterclass 3: Master MS-DRG Shifts and NTAPs

2026 IPPS Masterclass Day 3: MS-DRG Shifts and NTAPs

This third session in our 2026 IPPS Masterclass will feature a review of FY26 changes to the MS-DRG methodology and new technology add-on payments (NTAPs), presented by nationally recognized ICD-10 coding expert Christine Geiger, MA, RHIA, CCS, CRC, with bonus insights and analysis from Dr. James Kennedy.

August 14, 2025
2026 IPPS Masterclass Day 2: Master ICD-10-PCS Changes

2026 IPPS Masterclass Day 2: Master ICD-10-PCS Changes

This second session in our 2026 IPPS Masterclass will feature a review the FY26 changes to ICD-10-PCS codes. This information will be presented by nationally recognized ICD-10 coding expert Christine Geiger, MA, RHIA, CCS, CRC, with bonus insights and analysis from Dr. James Kennedy.

August 13, 2025
2026 IPPS Masterclass 1: Master ICD-10-CM Changes

2026 IPPS Masterclass Day 1: Master ICD-10-CM Changes

This first session in our 2026 IPPS Masterclass will feature an in-depth explanation of FY26 changes to ICD-10-CM codes and guidelines, CCs/MCCs, and revisions to the MCE, presented by presented by nationally recognized ICD-10 coding expert Christine Geiger, MA, RHIA, CCS, CRC, with bonus insights and analysis from Dr. James Kennedy.

August 12, 2025

Trending News

Featured Webcasts

The Two-Midnight Rule: New Challenges, Proven Strategies

The Two-Midnight Rule: New Challenges, Proven Strategies

RACmonitor is proud to welcome back Dr. Ronald Hirsch, one of his most requested webcasts. In this highly anticipated session, Dr. Hirsch will break down the complex Two Midnight Rule Medicare regulations, translating them into clear, actionable guidance. He’ll walk you through the basics of the rule, offer expert interpretation, and apply the rule to real-world clinical scenarios—so you leave with greater clarity, confidence, and the tools to ensure compliance.

June 19, 2025
Open Door Forum Webcast Series

Open Door Forum Webcast Series

Bring your questions and join the conversation during this open forum series, live every Wednesday at 10 a.m. EST from June 11–July 30. Hosted by Chuck Buck, these fast-paced 30-minute sessions connect you directly with top healthcare experts tackling today’s most urgent compliance and policy issues.

June 11, 2025
Open Door Forum: The Changing Face of Addiction: Coding, Compliance & Care

Open Door Forum: The Changing Face of Addiction: Coding, Compliance & Care

Substance abuse is everywhere. It’s a complicated diagnosis with wide-ranging implications well beyond acute care. The face of addiction continues to change so it’s important to remember not just the addict but the spectrum of extended victims and the other social determinants and legal ramifications. Join John K. Hall, MD, JD, MBA, FCLM, FRCPC, for a critical Q&A on navigating substance abuse in 2025.  Register today and be a part of the conversation!

July 16, 2025

Trending News

Happy National Doctor’s Day! Learn how to get a complimentary webcast on ‘Decoding Social Admissions’ as a token of our heartfelt appreciation! Click here to learn more →

CYBER WEEK IS HERE! Don’t miss your chance to get 20% off now until Dec. 2 with code CYBER24