Insight

How Coding Errors Can Lead to Fraud Investigations — and Defenses

Published May 22, 2026

SF

Written by Stanley L. Friedman

Published: June 8, 2026

Understanding How Coding Errors Can Lead to Fraud Investigations — and Defenses

Healthcare billing is one of the most complex administrative systems in the United States. Physicians, clinics, hospitals, and other healthcare providers must navigate thousands of diagnostic and procedural codes while complying with continually evolving Medicare, Medi-Cal, and private insurance regulations. In this environment, coding mistakes are not unusual. When regulators or prosecutors believe those errors led to improper reimbursement, however, what began as a billing issue can quickly evolve into a healthcare fraud investigation.

At The Law Offices of Stanley L. Friedman, healthcare providers across Los Angeles and California are represented in audits, investigations, and criminal matters involving billing practices. One important point providers should understand is that coding errors do not automatically amount to fraud. The way investigators interpret those errors—and how providers respond—can significantly influence the legal path that follows.

Why Coding Accuracy Plays a Central Role in Healthcare Billing

Healthcare reimbursement relies heavily on standardized coding systems such as CPT and ICD codes. These codes identify diagnoses, procedures, levels of care, and medical necessity. The codes assigned to a patient encounter often determine how much reimbursement a provider receives.

Government healthcare programs process enormous volumes of claims each year. To monitor those claims, regulators frequently rely on automated systems and data analysis tools that look for billing patterns that appear unusual. When a provider’s coding practices generate reimbursement patterns that differ substantially from peers in the same specialty or geographic region, those differences may draw attention. In many situations, statistical anomalies—not direct evidence of wrongdoing—trigger the initial review.

How Coding Issues Can Trigger Investigations

Coding patterns may attract scrutiny in several ways. For example, a provider might bill higher-level evaluation and management services more frequently than comparable practices. Certain procedures might appear overutilized, or documentation may appear inconsistent with the level of service billed. Auditors may also identify differences between medical records and the claims submitted for payment.

When irregularities appear, agencies such as the Centers for Medicare & Medicaid Services (CMS), the U.S. Department of Health and Human Services Office of Inspector General (HHS-OIG), Medicaid fraud control units, or private insurers may begin audits or investigations. These inquiries often begin with requests for medical records or billing data.

Providers are sometimes surprised by how quickly a coding review expands. What initially seems like a routine audit can develop into a broader examination of billing practices spanning several years.

Distinguishing Between Errors and Fraud

A key issue in many healthcare fraud matters is whether billing discrepancies stem from mistakes or intentional conduct. Healthcare coding is highly technical, and errors may occur for a variety of legitimate reasons, including:

  • Misunderstanding evolving coding guidance
  • Reliance on third-party billing services or coders
  • Incomplete or inconsistent documentation
  • Electronic health record or software issues
  • Simple human error when selecting codes

Fraud allegations, by contrast, generally require proof that false claims were submitted knowingly and intentionally. In some cases, prosecutors attempt to infer intent from patterns in billing data rather than from direct statements. If coding discrepancies appear frequent or financially beneficial, investigators may argue that the conduct was deliberate.

Common Coding Allegations in Healthcare Investigations

Several types of billing practices frequently appear in healthcare fraud investigations. These include allegations of upcoding, unbundling, or billing for services that investigators claim were not medically necessary.

Upcoding refers to billing for a more complex or higher-paying service than the one actually performed. Unbundling occurs when services that should be billed together under a single code are submitted separately. Investigators may also review repeated use of high-level office visit codes or billing modifiers that increase reimbursement.

Documentation practices can also become a focal point. For example, investigators may question whether templated records were used to justify billing levels that do not match the details of patient encounters. Coding disputes, however, are not always straightforward. Reasonable differences in interpretation may arise regarding medical necessity, coding rules, and documentation standards.

How Healthcare Fraud Investigations Are Built

Modern healthcare fraud investigations often rely heavily on data analysis. Agencies compare billing patterns across providers and use statistical tools to identify outliers. Once a provider is flagged, investigators may seek additional information such as:

  • Patient medical records and billing documentation
  • Internal emails or communications
  • Coding policies and compliance materials
  • Compensation structures and productivity metrics
  • Statements from employees or former staff members

Investigators may examine whether billing practices were encouraged, approved, or ignored by leadership within the organization. Internal communications discussing revenue goals or productivity targets sometimes receive particular scrutiny.

Whistleblowers also play a role in some cases. Former employees or insiders may report suspected billing irregularities and provide records or testimony that investigators rely upon during their review.

Defenses to Coding-Related Fraud Allegations

A coding discrepancy does not necessarily indicate fraud. In many situations, defenses may involve demonstrating that coding decisions reflected good-faith medical judgment or reasonable interpretations of complex guidance. Because billing rules frequently change and involve technical interpretation, disagreements with auditors or investigators may arise.

Another defense may involve reliance on third parties. Many healthcare providers depend on billing companies, coders, or compliance professionals to handle claims submissions. While this reliance does not automatically resolve liability questions, it may affect how intent is evaluated.

The broader clinical context can also be important. Reviews that focus on isolated records may overlook patient histories, treatment plans, or other documentation supporting medical necessity. A comprehensive analysis of the full medical record can help clarify billing decisions.

In criminal matters, prosecutors must prove intent beyond a reasonable doubt. Demonstrating that discrepancies arose from confusion, administrative oversight, or documentation issues—rather than deliberate deception—can be a central part of the defense.

The Importance of Early Legal Guidance

Healthcare providers sometimes assume coding inquiries can be resolved informally. However, statements made during audits or interviews may later become part of a larger investigation. Early involvement of legal counsel can help providers evaluate coding practices, coordinate responses to subpoenas or record requests, and address issues raised by investigators.

Stanley L. Friedman previously served as an Assistant United States Attorney in the Major Frauds Section of the U.S. Attorney’s Office in Los Angeles, where he handled healthcare fraud matters. That background provides insight into how investigators analyze billing patterns and develop enforcement cases.

Conclusion

Coding errors occur in many healthcare practices due to the complexity of modern billing systems. In the current enforcement climate, however, even unintentional mistakes may prompt regulatory scrutiny. When investigators suspect a pattern of improper billing, routine audits can expand into civil enforcement actions or criminal investigations.

Healthcare providers who receive inquiries about billing or coding practices should approach the situation carefully and consider obtaining legal guidance. Understanding how investigators interpret coding data—and how to respond effectively—can play a significant role in addressing these allegations.

Contact The Law Offices of Stanley L. Friedman

If you are facing an audit, subpoena, or investigation involving billing practices or coding issues, The Law Offices of Stanley L. Friedman represents healthcare providers throughout Los Angeles and California in healthcare fraud investigations and criminal defense matters.

Contact the firm to discuss your situation and learn more about available legal options.

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