Coding Quality: Obstacles and Solutions

Developing a team approach can positively impact coding quality and reduce coding errors.

Coding professionals are faced with a myriad of challenges that can significantly impede coding quality. Such challenges include ongoing, increasing pressure to meet management productivity standards and CFO expectations to drop bills in a timely manner to keep accounts receivable (AR)days at a manageable level.

In order to drop bills this way, coders may do so without waiting for query provider responses clarifying diagnoses, when needed. In addition, less-experienced coders may lack clinical understanding, which can contribute to inaccurate code assignment further magnified by misinterpretation of applicable coding guidelines.

All of these influences can detract from coding quality and accuracy, resulting in an adverse impact on provider profiling, poor quality, data integrity concerns, and potentially, inappropriate reimbursement. In addition, coding guidelines and regulations that coders are bound by are constantly evolving, and must be interpreted and practically applied to individual medical records that often feature insufficient and/or inconsistent physician documentation.

The coder must review each record in its entirety, assign all relevant ICD-10 diagnoses, and research Coding Clinic when guidance may be needed for code assignment, all while maintaining strict productivity standards and achieving an overall coding accuracy rate of at least 95 percent. This, quite frankly, is not an easy feat to accomplish, particularly being as coding has evolved into a task, as opposed to the more legitimate role of acting in support of accurate data, optimal reimbursement, compliance, and a high-performing revenue cycle with net patient revenue integrity.

How are coding professionals supposed to combat these daily pressures to ensure quality coding?

The American Health Information Management Association’s (AHIMA’s) Guidelines for Achieving a Compliant Query Practice (2019 Update) is a tool that coding staff can use to effectively query providers compliantly, when necessary and clinically appropriate, to ensure accuracy of code reporting. For those who are not sure about the query process, the practice brief explains what a query is, who to query, why to query, and what to query for, along with what type of information should and should not be included in a provider query.

Developing a collegial team approach between each organization’s coding staff and the clinical documentation integrity (CDI) staff can positively impact coding quality, reduce coding errors, and help with timely bill submission to reduce AR days. CDI staff can assist coding professionals with understanding clinical conditions, which in turn can ensure appropriate code selection and assignment. Also, CDI can assist coders with orchestrating succinct, compliant queries.

Since CDI staff generally work closely with providers, they are able to assist the coding staff to ensure regular claim submission, with compliant queries that are answered and reflected in the ICD-10 codes assigned, with optimal DRG calculation. Furthermore, CDI staff can help the coding team with developing solid provider relationships. It is important for coders and providers to develop strong working relationships to prevent and drive down ambiguity in code assignment.

Once coder and provider relationships are established, coding staff can quickly and effectively clarify documentation that is unclear in order to report the most accurate diagnoses or procedure codes. In turn, the provider will also gain a better understanding of what documentation is required to ensure that the care they provide is accurately captured.

Critical to consistent achievement of quality coding is the recognition that coding is a key part of the revenue cycle and quality care; coding constitutes much more than simple throughput, converting diagnoses to ICD-10 codes to be used for seeking reimbursement. Coding serves a vital role as it pertains to the lifeblood of the hospital, with the financial health of the hospital directly dependent upon accurate and complete clinical documentation generated by the physician and other clinicians. It stands to reason that quality coding can be consistently attained if coders work in tandem with physicians, CDI specialists, and other healthcare stakeholders in the name of patient care and accurate optimal ICD-10 code assignment.

Quality coding can be achieved, provided that coding is not tantamount to that which is related to a production shop. Leave the production shop to the manufacturing sector.

 
Facebook
Twitter
LinkedIn

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!

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