The redesign of ICD-11 allows for continuous updates, interoperative compatibility with other electronic systems, improved coordination with related terminologies, and a reduced need for post-production clinical modifications. With these changes in mind, Nancy Reading, BS, CPC, CPC-P, CPC-I, explores how this new framework supports significant enhancements to the classification of diagnoses that is built around stem and extension codes and its ability to cluster post-coordinated codes to describe a single condition.
A newly released Office of Inspector General report concluded that unclear Medicare requirements continue to drive inconsistent interpretations of inpatient rehabilitation facility documentation, coverage, billing, and coding rules, contributing to significant payment errors and compliance challenges.
Comorbid conditions or complications (CC) and major comorbid conditions or complications (MCC) indicate a higher level of severity of illness, an elevated risk of mortality, and an above average intensity of resource utilization. Given their impact on reimbursement and quality reporting, Nancy Reading, BS, CPC, CPC-P, CPC-I, emphasizes how success in coding CCs and MCCs requires a delicate balance of documentation specificity and clinical clarity in diagnosis assignment.
Gloryanne Bryant, RHIA, CDIP, CCS, CCDS, explores the governmental scrutiny around risk adjustment documentation, coding, reporting, and accuracy following the release of a governmental report and press release.
Hospitals are seeing an increasing number of clinical validation denials that are frequently linked to documentation that does not fully describe the clinical severity of the patient’s condition, even though the documentation technically meets coding requirements. One helpful way to approach this issue is by recognizing inpatient severity drivers—such as physiological instability, organ dysfunction, and treatment intensity—in order to understand the true severity of illness in hospitalized patients.
Our experts answer questions on assigning ICD-10-CM P codes versus Z codes for newborn conditions, using artificial intelligence to improve documentation and coding workflows, and coding postsurgical malabsorption.
In today’s healthcare revenue cycle, collaboration between coding teams and CDI professionals is essential for accuracy, compliance, and financial performance. At the center of this collaboration is the DRG validation auditor—a role that ensures documentation integrity and optimizes reimbursement. Jennifer Hagen, BSN, RN, CCDS, CDIP, CCS, outlines how a small hospital system transformed its CDI auditor-coder partnership into a high-impact prebill review process.
Q: How is artificial intelligence being used in healthcare today, and what role can AI play in improving documentation and coding workflows while still requiring human oversight?
Hospitals have had a more complex time attempting to retain fair DRG payment by defending both the documented clinical diagnoses established by the treating provider and the corresponding codes in written appeal. Julie Dagen, RHIA, CCDS, CCS, seeks to address some key aspects of compliant hospital navigation through the rough waters of DRG denials.
ICD-11 elevates SDOH and other contextual factors into a more standardized, digital-first framework that can support the next generation of equity measurement, population health analytics, and financing models. Learn how ICD-11 SDOH coding is not just a classification change–it is an enabler of strategic goals in population health, financial sustainability, and equitable care delivery.
Our experts answer questions on sequencing ICD-10-CM codes for unintentional poisoning with manifestations and for cases of postprocedural sepsis, as well as ensuring post-discharge query compliance.
Six healthcare information management professionals review an initiative at their organization that has provided a structured and sustainable approach to improving the documentation of encephalopathy and offers a replicable framework for addressing documentation challenges of other clinical conditions that are often characterized by diagnostic ambiguity. Such efforts can help ensure appropriate representations of patient acuity, accurate coding practices, sufficient risk-adjustment modeling, and decreased retrospective query burden.
CMS released the fiscal year 2027 Inpatient Prospective Payment System proposed rule on April 14, which proposes a 2.4% payment increase for hospitals that are meaningful users of electronic health records and submit quality measure data. A key addition to the proposed rule is a nationwide expansion of the Comprehensive Care for Joint Replacement model.
In an effort to streamline the query process and ensure each missive adheres to stringent compliance standards, many programs now rely on templates that coding and CDI professionals can customize for the specific query opportunity at hand. To explore this topic further, ACDIS asked members of the 2025/2026 CDI Leadership Council to share their thoughts on query templates.
Our experts answer questions on clinical recognition of pediatric malnutrition, query opportunities for unclear drug documentation, and clinical validation of tumor lysis syndrome.
Copy-and-paste functionality is a documentation integrity issue with clinical, financial, legal, and quality implications. Maria Anaizza Aurora Reyna, MD, explores how collaboration between CDI teams and physician advisors can ensure the medical record evolves with the patient, supports accurate coding and clinical validation, withstands external scrutiny, and ultimately tells the patient’s true story across the continuum of care.
When planning to implement a coding auditing program, the type of reviews, focus areas, and review frequency must all be taken into consideration, as each facet impacts the level of staffing required to conduct the reviews. Coding auditors should pick a few key elements to review, and the items should be of importance to your organization. Ideally, the topics will focus on issues that are frequent or require reassurance. Note : To access this free article, make sure you first register if you do not have a paid subscription.
Insurance companies are increasingly challenging the translation from the medical record to prebill coding, making the financial impact of denials and downgrades one of the most pressing issues facing health systems today. Given the wide-ranging harm occurring from delayed and reduced reimbursement, Dawn Valdez, RN, CCDS, CDIP, highlights how coders and CDI specialists can play a key role in decreasing denials and downgrades as well as successfully disputing these actions.
Q: Why is pediatric malnutrition frequently underdocumented, and how can collaborative workflows improve documentation and coding accuracy as well as reduce queries?
Coders and billers may struggle to understand what the term medical necessity really means. Unfortunately, these two words can easily lead to misinterpretation and misunderstanding of what needs to be clearly communicated in a variety of healthcare areas. Learn common definitions of medical necessity, report types utilized in inpatient settings, and a query process in case more clinical detail is required. Note : To access this free article, make sure you first register if you do not have a paid subscription.
Admit type continues to present a significant risk across hospital operations, driven by limited formal education and widespread misinterpretation of national standards. Penny Jefferson, MSN, RN, CCDS, CCDS-O, CCS, CDIP, CRC, CHDA, CRCR, CPHQ, ACPA-C, explains what admit type actually represents and how it directly influences quality outcomes, reimbursement, and organizational credibility.
Addressing the reliability of documentation, coding, and clinical reasoning underlying PSI flags is not simply a clinical safety imperative; it is a strategic business imperative. Priscilla Marlar, MHA, CSSBB, CPHQ, and John W. Cromwell, MD, suggest that achieving high reliability in quality data integrity starts with understanding the nuances of clinical documentation language and how those nuances are translated by CDI and coding teams into hospital billing codes.
Collaboration can take many forms depending on the needs of an organization, but Leah Ainsworth, BSHIIM, RHIA, CDIP, CCS, CCDS, shows how her department is just one of many to make coding and CDI work hand in hand to create meaningful impacts and ensure accuracy.
The American Hospital Association recently released a report that found patient safety in hospitals and health systems across the nation has continued to improve. It also found that despite caring for a sicker patient population, the focus on safety has led to improved patient outcomes and reduced infections.
Artificial intelligence has revolutionized healthcare operations, offering speed and efficiency in certain tasks, but in a field where precision drives reimbursement and compliance, speed without accuracy can turn efficiency into liability. Karen R. Lane, MSN.ed, CCDS, CCDS-O, CDIP, RN, delves deep into one critical risk of using AI: hallucinations in the context of appeals.
Laurie L. Prescott, RN, MSN, CCDS, CCDS-O, CDIP, CRC, provides a summary of the changes to the SOFA assessments and corresponding scoring now that JAMA Network Open recently published the consensus statement Rational and Methodological Approach Underlying the Development of the Sequential Organ Failure Assessment (SOFA)-2 Score. Note : To access this free article, make sure you first register if you do not have a paid subscription.
Failure to rescue is a compelling quality metric because it offers a lens through which healthcare organizations can illuminate, analyze, and improve the rescue zone of patient care. Teresa Brown, RN, CCDS, CCDS-O, CDIP, CCS , shows how this metric can guide meaningful improvement in patient safety and outcomes when coding and CDI professionals help use it thoughtfully.
Discover how Nancy Blattberg-Smith, MPH, RHIA, CDIP, CCS, and Michelle Knuckles, RHIA, CDIP , have helped build a functional coding, CDI, auditing, and education model that can improve cross-functional resources, communication, and education for developing integrated DRG denial strategies.
Coders and CDI specialists play a central role in accurate documentation, coding compliance, and quality metrics, yet collaboration between the two often stalls. Julie Ahlfeld, RHIT, CCS, shows how building a culture where coders and CDI professionals function as true allies can be the solution to the disconnect.
Coders play a vital role in applying CDI technology standards by guaranteeing that the output of automated tools aligns with compliant coding practices and official coding guidelines. Alba Kuqi, MD, MSHIM, RHIA, CCM, CRCR, CICA, CSMC, CSAF, CCS, CCDS, CDIP, breaks down a framework for selecting, implementing, and maintaining technology solutions that support compliant documentation practices.
As clinical validation becomes an area that payers and regulatory bodies are investigating heavily, the need for steadfast collaboration between coding professionals and CDI specialists has never been greater. TaraJo Vaught, MSN, RN, CCDS, CCDS-O, explores how these two teams can bridge the gaps between them and enhance their clinical validation practices to drive better outcomes across the board.
Coders play a vital role in applying CDI technology standards by guaranteeing that the output of automated tools aligns with compliant coding practices and official coding guidelines. Alba Kuqi, MD, MSHIM, RHIA, CCM, CRCR, CICA, CSMC, CSAF, CCS, CCDS, CDIP, breaks down a framework for selecting, implementing, and maintaining technology solutions that support compliant documentation practices.
Join us on the podium at the 2026 Revenue Integrity Symposium (RIS), to be held September 24-25, 2026, in Savannah, Georgia. We’re now accepting proposals to speak at 2026 RIS. The deadline to apply...
Our experts answer questions on the proper use of the new diabetes code for cases in remission, documentation and coding solutions for denial proofing sepsis claims, and best practices for clinical validation queries.
Payers are further along in the AI process as they use AI to scrub claims against their policies, which many believe is contributing to the recent uptick in denials. As organizations attempt to catch up with technological advancements and defend themselves against payers’ new tactics, departments such as coding, CDI, and revenue cycle should be prepared for increased AI integration and determine the best ways to utilize the technology.
As clinical validation becomes an area that payers and regulatory bodies are investigating heavily, the need for steadfast collaboration between coding professionals and CDI specialists has never been greater. TaraJo Vaught, MSN, RN, CCDS, CCDS-O, explores how these two teams can bridge the gaps between them and enhance their clinical validation practices to drive better outcomes across the board.
Learn how HIM professionals, including coders, can leverage data related to social determinants of health to improve patient care and secure proper reimbursement.
CDI departments are focusing on pediatric populations through various unique initiatives, particularly with the intent to establish organizational definitions for certain diagnoses and expand clinical knowledge of intensive neonatal care. Such initiatives can support the clinical validation of reported codes and encourage good relationships with providers in case queries are needed.
Our experts answer questions on better coding and CDI collaboration for escalation processes and AI implementation, queries for undocumented diagnoses and cause-and-effect relationships, and codes for hemorrhages as surgical complications.
With takeaways from three certified medical professionals, HIM professionals can discover how the complexity of care for major depressive disorder impacts decisions around admissions, treatment intensities, resource allocations, and service quality, beginning with outpatient care.
Q: Are there solutions for having better coding and CDI collaboration? How might this help teams with escalation processes and implementation of AI programs?
Using her own CDI team as a case study, Yohan O. Paredes, MD, CCDS , shows how the implementation of structured CDI initiatives in pediatric and OB/GYN settings can optimize coding accuracy, regulatory compliance, and financial performance.
Our experts answer questions on organizing clinical validation queries, the difficulty of diagnosing skin failures, and establishing an organizational definition of sepsis.
With its enhanced specificity and comprehensive structure, ICD-11 offers a more detailed and accurate framework for documenting cancer diagnoses. Karla VonEschen, MS, CCDS-O, CPC, CPMA , explores how precise documentation and the coder’s ability to capture all the diagnosis codes to fully describe the condition will be crucial for healthcare organizations.
Alba Kuqi, MD, MSHIM, CDIP, CCS, CCDS, CRCR, CICA, CSMC, RHIA, CCM , walks through the evolution of sepsis definitions that reflect the growing sophistication in our understanding of how the body responds to infection. Understanding the history not only helps contextualize definition variations in provider documentation but also has important implications for coding and reimbursement.
While much of the focus on AI implementation in HIM centers around billing and coding for operational efficiency and error reduction, its value extends far beyond those boundaries. Looking ahead, the stakes involve deeper questions about how automation might ultimately influence clinical decision-making.
CMS recently announced plans to enhance its auditing efforts for Medicare Advantage plans by increasing the number of audits it conducts and expanding its team of medical coders.
With its enhanced specificity and comprehensive structure, ICD-11 offers a more detailed and accurate framework for documenting cancer diagnoses. Karla VonEschen, MS, CCDS-O, CPC, CPMA , explores how precise documentation and the coder’s ability to capture all the diagnosis codes to fully describe the condition will be crucial for healthcare organizations.
Catherine O’Leary, RN, BSN, CCDS , suggests that those who begin with manual coding and DRGs often develop a stronger, more intuitive foundation in CDI and how integrating manual training into a modern CDI program doesn’t mean abandoning technology. Her insights may prove valuable to coders who may increasingly find themselves working at the intersection of coding and CDI.
