The report cites the need for more work by providers.

The Government Accountability Office (GAO) report on patient matching dropped last Wednesday. The industry had been waiting for the report since the 2016 passage of the 21st Century Cures Act, which included a provision for the GAO to report on the Office of the National Coordinator’s (ONC’s) patient record matching policies and related activities. 

The report concluded that more work is needed to ensure that patient health records are consistently and accurately matched. The GAO interviewed a total of 37 stakeholders, including ONC officials, provider and industry associations, representatives from physician practices, hospitals, health systems, health information exchanges (HIEs), and information technology vendors. 

The interviewed parties reported the following challenges:

  • Inaccurate, incomplete, or inconsistently formatted demographic information (i.e. patient first name, last name, middle name, date of birth, address, cell phone contact, etc.)
  • Patients’ records don’t always contain correct information, and health information technology systems and providers use different formats for key information such as names that contain hyphens.

These findings are very well-known to those who manage the master patient index in their healthcare facilities. Most health information management (HIM) professionals struggle daily with the management and resolution of these data discrepancies.

Stakeholders relayed that more could be done to improve patient matching, identifying several suggestions:

  • Establishing common standards for demographic data
  • Developing a data set to test the accuracy of matching methods
  • Sharing best practices and other resources
  • Implementing a national unique patient identifier
  • Developing a public-private collaboration effort
  • Instituting an ONC requirement of demographic data standards as part of the electronic health record (EHR) certification process; others suggested ONC facilitate the voluntary adoption of such standards

Finally, the report noted that many stakeholders emphasized that no single effort would solve the challenge of patient matching. This is an important finding since patient matching is not a one-and-done, technology-only solution. The people, processes, and technology approach used by many healthcare organizations incorporates staff education and training, daily maintenance of the master patient index by a data integrity team, and ensuring that the technology used to sometimes auto-match records are monitored for quality.

The healthcare industry has long recognized the need for accurate patient matching. As our systems become larger through mergers and acquisitions, technology disruption, and ingesting data from multiple sources, the patient’s demographic data will grow in complexity without data standards.


Program Note:

Listen to Julie Dooling report this story today on Talk Ten Tuesday, 10 a.m. Eastern. 

Comment on this article

Facebook
Twitter
LinkedIn

Related Stories

Where is the OCR?

The articles describe a significant 2026 dispute over the misuse of health information exchanged by asserting a treatment purpose through Carequality. (Raths) The core allegation

Read More
The Conduent Breach: A Stewardship Failure at Scale

The Conduent Breach: A Stewardship Failure at Scale

EDITOR’S NOTE: The author of this article used AI-assisted tools in its composition, but all content, analysis, and conclusions were based on the author’s professional

Read More

Leave a Reply

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

Featured Webcasts

Trending News

Featured Webcasts

Ask Dr. Hirsch: Clarifying Medicare’s Most Misunderstood Rules – Part 2

Medicare regulations are complex and even seasoned professionals struggle to apply them consistently. Due to overwhelming demand, Dr. Hirsch returns for Part 2 of Ask Dr. Hirsch: Clarifying Medicare’s Most Misunderstood Rules to answer even more of Medicare’s most misunderstood questions, covering inpatient status, observation, SNF access, Medicare Advantage denials, and more. Join Dr. Hirsch as he provides clear, referenced answers to real-world questions submitted by your peers, helping you navigate Medicare compliance with confidence and clarity.

June 18, 2026

Reengineering Utilization Management: Building an Adaptive Model for the New Payer Era

Traditional utilization management models can no longer keep pace with regulatory shifts, payer scrutiny, and operational pressures. In this webcast, Tiffany Ferguson, LMSW, CMAC, ACM, ACPA-C, introduces an Adaptive Model strategy that modernizes UM through role specialization, technology-driven workflows, and proactive, team-based processes. Attendees will learn how to restructure programs to improve efficiency, strengthen clinical collaboration, and enhance financial performance in a rapidly changing healthcare environment.

May 20, 2026

Compliance for the Inpatient Psychiatric Facility (IPF-PPS): Minimizing Federal Audit Findings by Strengthening Best Practices

Federal auditors are intensifying their focus on inpatient psychiatric facilities, using advanced data analytics to spotlight outliers and pursue high‑dollar repayments. In this high‑impact webcast, Michael Calahan, PA, MBA, Compliance Officer and V.P., Hospital & Physician Compliance, breaks down what regulators are really targeting in IPF-PPS admissions, documentation, treatment and discharge planning. Attendees will learn practical steps to tighten processes, avoid common audit triggers and protect reimbursement and reduce the risk of multimillion-dollar repayment demands.

April 9, 2026

Mastering MDM for Accurate Professional Fee Coding

In this timely session, Stacey Shillito, CDIP, CPMA, CCS, CCS-P, CPEDC, COPC, breaks down the complexities of Medical Decision Making (MDM) documentation so providers can confidently capture the true complexity of their care. Attendees will learn practical, efficient strategies to ensure documentation aligns with current E/M guidelines, supports accurate coding, and reduces audit risk, all without adding to charting time.

March 31, 2026

Trending News

Prepare for the 2025 CMS IPPS Final Rule with ICD10monitor’s IPPSPalooza! Click HERE to learn more

Get 15% OFF on all educational webcasts at ICD10monitor with code JULYFOURTH24 until July 4, 2024—start learning today!

This Memorial Day, we honor those who gave all for our freedom. Take 20% off sitewide through May 29 with code MEMORIAL26 at checkout

CYBER WEEK IS HERE! Don’t miss your chance to get 20% off now until Dec. 1 with code CYBER25

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