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.
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.
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.
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.
Q: Why is pediatric malnutrition frequently underdocumented, and how can collaborative workflows improve documentation and coding accuracy as well as reduce queries?
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.
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.
