Diagnosis Coding for COVID-19: Better to be Lucky Than Good

Stakeholders need to work collaboratively to ensure that diagnostic information is complete and accurate.

The COVID-19 pandemic has created many overwhelming and heartbreaking medical challenges. In theory, the easiest task is accurate diagnosis coding for suspected exposure, confirmed and presumed cases, and possible disease. The new ICD-10-CM codes are few and clearly defined.  However, many coders are finding that physician documentation, facility policies, and misinterpretations of guidelines are creating barriers, errors, and problems for accurate diagnosis reporting. Given the criticality of accurate demographics, pandemic cases, contact tracing, patient outcomes, virus trends, and financial support programs, this is of significant concern for the healthcare industry. The downstream problems of failing to achieve correct reporting also greatly impact correct insurance benefit adjudication, patient balances, and cost-of-disease estimates. Lastly, incorrect reporting has the potential to directly affect staged reopenings of businesses under the myriad state and local plans.

One of the biggest problems RCM companies and coders are reporting is how the treating physician information is conveyed to diagnostic specialties. Contingent on many variables, the ordering physician’s records may or may not be available to downstream providers for specialties like radiology. In the real world, coders typically rely on the report, and possibly, orders for radiology exams. The indications for the exam and findings should accurately tell the story of what is wrong with the patient and the related findings for that problem. Our company began receiving patient calls stating that they were evaluated for a COVID-related diagnosis that was not reported to their insurance plan. Subsequent review in many cases confirmed the patient’s statements. The emergency department record or physician office record was well-documented and included detailed information on suspected exposure, the possibility of COVID, and/or presumed or confirmed COVID. However, none of the physician orders for imaging included that information. Typical orders stated only a symptom that could be any number of diseases or conditions, for example, cough or chest pain as the only indication. Some exams were completely negative, and others had findings that could be seen in many conditions, such as pleural effusion.

On the opposite extreme are reports that some emergency departments are reporting a COVID-related diagnosis on 100 percent of patients. The treating physician’s record and patient’s subjective history had no documentation of any signs, symptoms, exposure, or risk for COVID, and no testing specific to the virus was performed. Upon investigation, the ordering group stated that every patient is a possible COVID patient, regardless of history, symptoms, or reason for encounter.

In general, coder concerns and data analytics confirmed the lack of COVID diagnosis support. In some of these identified cases, patients were angry their visit was deemed not COVID-related, for various personal and financial reasons.

Challenges also arise when patients are admitted to the hospital for outpatient procedures. Similar to routine screening for conditions such as Methicillin resistant Staphylococcus aureus (MRSA), verifying that the patient does not have a contagious disease that would put providers and other patients at risk is completely appropriate as a standard of care. However, orders and indications for downstream providers frequently state possible or suspected COVID and not “screening.” As a result, an incorrect diagnosis code could be assigned.

All of these issues mean that any metrics and data based on ICD-10-CM are potentially flawed and unreliable. Similar to industry reports about the accuracy of COVID testing, it is highly likely that there are significant false positives and false negatives. Providers, coders, and RCM companies need to work collaboratively to ensure that diagnostic information is complete and accurate. Ordering physicians need to be aware of possible downstream issues arising from incomplete or inaccurate information. Increased documentation and coding audits should be a priority during this unprecedented time.

Data accuracy is so important for all of us, now and in the future. Let’s make sure what it tells us is reliable.

Programming Note: Listen to Holly Louie report this story live today on Talk Ten Tuesdays, 10-10:30 a.m. EST.

Facebook
Twitter
LinkedIn

Holly Louie, RN, BSN, CHBME

Holly Louie, a member of the ICD10monitor editorial board, is a former compliance officer and past president of the Healthcare Business and Management Association. Louie has been a guest cohost on Talk Ten Tuesdays with Chuck Buck.

Related Stories

Leave a Reply

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

Featured Webcasts

Mastering Breast Biopsy Billing: Guidance-Driven Coding for Accurate Reimbursement

Breast biopsy procedures may be clinically straightforward but accurately translating them into compliant billing can be anything but. In this focused webcast, Shawn Blackburn, CPC, CPMA, CIC, CRC, CCS-P breaks down how imaging guidance, lesion count, laterality, and payer expectations all impact how these procedures should be reported. Through clear explanations and real-world scenarios, you’ll gain practical insight into aligning clinical workflows with billing requirements, avoiding common pitfalls, and ensuring your documentation supports accurate reimbursement and compliance.

May 21, 2026

Mastering OB GYN Coding Accuracy: Precision Coding for Compliance and Reimbursement

Gain clarity and confidence in OB‑GYN coding with this expert‑led webcast featuring Sherri L. Clayton, RHIT, CSS. You’ll learn how to apply global maternity package rules accurately, select the right CPT codes for procedures and visits, and identify documentation gaps that lead to denials. With practical guidance and real examples, this session helps you strengthen compliance, reduce audit risk, and ensure accurate reimbursement for women’s health services.

May 14, 2026

2026 ICD-10-CM/PCS Coding Clinic Update Webcast Series

Uncover essential coding insights with nationally recognized coding authority Kay Piper, RHIA, CDIP, CCS. Through ICD10monitor’s interactive, on‑demand webcast series, Kay walks you through the AHA’s 2026 ICD‑10‑CM/PCS Quarterly Coding Clinics, translating each update into practical, easy‑to‑apply guidance designed to sharpen precision, ensure compliance, and strengthen day‑to‑day decision‑making. Available shortly after each official release.

April 13, 2026

2026 ICD-10-CM/PCS Coding Clinic Update: Fourth Quarter

Uncover critical guidance on the ICD-10-CM/PCS code updates. Kay Piper reviews and explains ICD-10-CM/PCS coding guidelines in the AHA’s fourth quarter 2026 ICD-10-CM/PCS Coding Clinic in an easy to access on-demand webcast.

December 14, 2026

Trending News

Featured Webcasts

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

The PEPPER Returns – Risk and Opportunity at Your Fingertips

Join Ronald Hirsch, MD, FACP, CHCQM for The PEPPER Returns – Risk and Opportunity at Your Fingertips, a practical webcast that demystifies the PEPPER and shows you how to turn complex claims data into actionable insights. Dr. Hirsch will explain how to interpret key measures, identify compliance risks, uncover missed revenue opportunities, and understand new updates in the PEPPER, all to help your organization stay ahead of audits and use this powerful data proactively.

March 19, 2026

Trending News

Happy HIP Week! Sign up to win free access to our 2026 Coding Clinic Update Webcast Series! Click here to learn more →

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!

BLOOM INTO SAVINGS! Get 25% OFF during our spring sale through March 27. Use code SPRING26 at checkout to claim this offer.

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