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Originally published on Healthcare Dive
Hospitals across the U.S. face heavy financial headwinds as the healthcare industry grapples with a shortage of skilled professionals. Ongoing payer denials, including DRG downgrades, add gasoline to the blazing financial fire. These issues are intensified by the complexities of Clinical Documentation Integrity (CDI), which is crucial for DRG revenue integrity.
Dr. Bilal Mushtaq, Senior Vice President of DRG Revenue Integrity at CorroHealth, states, “Around 2016, Payers shifted to clinical validation over coding validation denials, and the annual changes in coding guidelines each October add to the complexities in Clinical documentation improvement initiatives for both staff and providers.”
Dr. Mushtaq highlights the resulting physician fatigue and the effects of COVID-19 in the healthcare industry, which have led to suboptimal documentation practices and responses like ‘unable to determine.’ These factors considerably affect CDI accuracy, thus impacting DRG and revenue integrity.
The Vital Role of DRGs in Reimbursement Accuracy
Accurate and comprehensive clinical documentation, facilitated by effective CDI practices, is crucial. Properly assigned DRGs accurately reflect a patient’s care complexity and the resources required to provide care.
“When I was working on the clinical team, we started with basic tools like Excel sheets, spending hours filtering data,” Dr. Mushtaq states. “This was time-consuming and prone to errors. With VISION Clinical Validation Technology®, teams can move to a smarter, high-level approach.”
Advanced technology from CorroHealth simplifies CDI management by streamlining DRG classification. Teams no longer need to manually apply rules thanks to VISION’s code database and algorithms.
Utilizing CMI for Benchmarking
The shift towards more sophisticated tools like VISION is mirrored in using CMI benchmarking, a unique methodology that helps drive VISION to intelligently select, score, and prioritize cases for review.
Incorrect DRG assignments adversely affect the Case Mix Index (CMI), a crucial metric indicating the average severity and resource consumption for a hospital’s patient population. CMI represents the average DRG weight per patient discharge, revealing the complexity and resource needs of a patient’s stay. The synergy between optimized DRGs and an accurate CMI forms the backbone of a financially robust and fair healthcare reimbursement system. Benchmarking CMI facilitates performance comparisons with industry peers and uncovers areas for DRG enhancements.
Dr. Mushtaq highlights CMI’s importance, “Analytics and trends in reporting are crucial, making our focus more intelligent. It allows us to identify outliers in costs and charges and concentrate on specific DRGs.”
For instance, in the example in illustration 1, VISION identified an outlier case coded as DRG 065 with a disproportionate length of stay and charges. VISION’s benchmarking rules led the system to flag this case for expert review. After reclassification to DRG 064, the compliant reimbursement increased to just over $5,000, and the CMI was adjusted accordingly. This demonstrates how CMI benchmarking, integrated into VISION, offers a data-driven approach to refine DRG integrity by highlighting high-potential cases and streamlining CDI efforts.
Illustration 1
The Role of AI Technologies in Streamlining Healthcare
Recent Artificial Intelligence (AI) advancements have introduced transformative solutions to the healthcare sector. By integrating AI, machine learning, and data analytics, advanced technology from CorroHealth, like VISION, can transform patient care management and documentation practices.
VISION by CorroHealth is at the forefront of these innovations, enhancing DRG integrity and CDI by intelligently identifying and scoring clinical cases for review, potentially boosting revenue four to ten times.
“VISION’s intelligent selection rules play a crucial role in identifying complex cases that manual processes might miss,” explains Dr. Mushtaq. “By automatically detecting discrepancies between documentation and DRGs, not only can teams adjust the DRG for accurate revenue and severity representation but also impact our population health metrics. Such cases underscore VISION’s value in ensuring comprehensive care documentation, which is vital in both revenue cycle and quality care reporting.”
Distinguishing VISION in the Market
What sets VISION apart is its comprehensive approach, combining technology with bespoke solutions. While some platforms offer limited tech-only or service-only options, VISION provides a balanced blend, ensuring that technology and service needs are met.
CorroHealth aims to empower healthcare providers with technology and solutions that improve revenue capture and accurately report patient care nuances. VISION equips providers with the tools to master CDI challenges, ensuring precise documentation and effective DRG capture for sustained financial health.
Usher in a new era of revenue integrity and discover DRG opportunities in your clinical documentation. Connect with CorroHealth now for a strategic deep dive into your clinical revenue cycle and empower your CDI and HIM teams.
Let’s discuss and dive deeper into this topic.
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