Diagnosis-related group downgrades result from a mix of insufficient or incomplete documentation, coding errors, and diagnoses that lack clinical validation. When higher-acuity diagnoses designated as MCCs or CCs are removed, the case may be reassigned to a lower-paying DRG, resulting in a loss of revenue. Follow Nancy Reading, BS, CPC, CPC-P, CPC-I, as she discusses the challenges of denial reviews conducted by third-party payers and proactive strategies to prevent and manage denials.
As coding teams collaborate across regions and contribute to shared quality and artificial intelligence evaluation initiatives, a common framework for measuring coding quality becomes essential. Without common evaluation principles, coding decisions may be difficult to compare, benchmark, or use for AI evaluation. Shera Stack, MSN, RN, CRC, and April Russell, MBA, CCDS-O, COC, CPC, CPC-P, CRC, consider how a common approach built around agreement, accuracy, defensibility, and truth provides the foundation for meaningful quality assessment.
Pediatric coding requires a fundamentally different lens than adult coding, as children represent a uniquely complex population with evolving physiology, age-dependent clinical norms, congenital influences, and a heavy reliance on caregiver-reported history. With this in mind, Renee Beus, MSN, RN, NCSN, outlines why pediatric coding cannot always follow adult frameworks, highlights common documentation pitfalls, and identifies what organizations must prioritize when building reliable pediatric coding and CDI programs.
Building a strong relationship between coding and CDI begins with the training and education of new professionals. Learn how organizations are using shared education, coding resources, concurrent coding, and ongoing collaboration to close knowledge gaps and help coding and CDI teams resolve DRG mismatches, navigate complex coding questions, and improve documentation and coding accuracy.
As if clinically validating sepsis wasn’t complicated enough, adding in the inherent complexity of pediatric health makes reviewing for this diagnosis a challenge. Discover how CDI teams and programs started their pediatric reviews and implemented sepsis education, used query templates and technology, established clinical definitions, and worked with providers and other departments such as coding teams to ensure the diagnosis that is most reflective of the patient’s condition is documented and coded.
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.
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.
Our experts answer questions on navigating sepsis coding in an era of conflicting clinical criteria, evaluating abnormal renal function in the clinical record, and addressing payer denials that passed on queries.
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.
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.
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?
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.
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.
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.
