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How Predictive Analytics and Reporting Increase Healthcare Revenue - AGS Health

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Healthcare revenue cycle management (RCM) faces growing challenges, including revenue loss from claim denials, rising costs, and administrative complexity. With evolving payer regulations and unclear denial logic, healthcare organizations often struggle to maintain efficiency using traditional tools. To succeed, providers must adopt  predictive analytics and artificial intelligence (AI)  to move from reactive decision-making to proactive, data-driven strategies. Why Predictive Analytics Matters in Healthcare RCM Predictive analytics in healthcare revenue cycle management helps organizations: Forecast claim denials and prevent revenue loss Optimize accounts receivable (A/R) workflows Improve cash flow predictability Reduce administrative burdens and rework By analyzing historical data and applying machine learning models, predictive analytics enables smarter, faster data-driven decisions that directly improve financial outcomes. Analytics Maturity Model for RCM Healthcare organ...

Transforming Appeals Management with Automation

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  The healthcare industry is facing an unprecedented challenge in managing claim denials. With denial rates climbing post-pandemic and the complexity of appeals increasing, healthcare organizations face immense pressure to combat revenue leakage, address operational inefficiencies, and mitigate the confusion and frustration that denials contribute to patient dissatisfaction. The time-consuming manual nature of the appeals process, exacerbated by high staff turnover and limited automation adoption, has left many healthcare organizations overwhelmed and unable to adapt to changing payer strategies. Challenges in Appeals Management Studies indicate that over $12 billion is lost annually due to denied claims. Time-consuming processes and staff shortages mean that more than 50% of denial inventory is not appealed. Among those that are appealed, the average cost approaches $200 per case, with complex clinical denials often incurring even higher expenses. Despite the efforts, only 54% of ...

Protecting Revenue: How to Prevent Clinical Denials

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  Clinical denials are a growing challenge for healthcare providers, with industry-wide denial rates increasing by 20-30% over the past two years. Medicare Advantage plans alone have seen a staggering 55% rise in denials, according to a recent American Hospital Association study. These trends represent a growing administrative burden, financial strain on patients, and operational challenges for healthcare organizations. The rise in denials is fueled by stricter payer policies and administrative complexities. To understand how to respond, healthcare leaders first need to recognize what is driving the increase in denials: Stricter prior authorization requirements:  Payers are demanding more detailed documentation upfront. Automated medical necessity denials:  These denials often occur without requesting medical records, relying instead on automated systems to flag certain codes or diagnoses. Vague or shifting criteria:  Payers state a case "does not meet criteria" with...

Transforming Appeals Management with Automation

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  The healthcare industry is facing an unprecedented challenge in managing claim denials . With denial rates climbing post-pandemic and the complexity of appeals increasing, healthcare organizations face immense pressure to combat revenue leakage, address operational inefficiencies, and mitigate the confusion and frustration that denials contribute to patient dissatisfaction. The time-consuming manual nature of the appeals process, exacerbated by high staff turnover and limited automation adoption, has left many healthcare organizations overwhelmed and unable to adapt to changing payer strategies. Challenges in Appeals Management Studies indicate that over $12 billion is lost annually due to denied claims. Time-consuming processes and staff shortages mean that more than 50% of denial inventory is not appealed. Among those that are appealed, the average cost approaches $200 per case, with complex clinical denials often incurring even higher expenses. Despite the efforts, only 54% of...

Emerging Trends and Challenges in Healthcare Revenue Cycle Management

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  The future of healthcare revenue cycle management (RCM) is fueled by technological advancements, evolving patient care delivery models, and evolving payer dynamics. Industry leaders have the opportunity to explore innovative solutions that can drive efficiency, lower costs, and enhance revenue integrity. From the integration of artificial intelligence (AI) and data analytics to the rise of value-based care, the emerging trends provide exciting opportunities for healthcare organizations to embrace these developments and transform their revenue processes. Emerging Trends in Healthcare RCM Adoption of Automation and AI-Driven Solutions. Hospitals and health systems are embracing technologies ranging from robotic process automation (RPA) to more advanced solutions like  autonomous coding  and  agentic AI . Automation can reduce administrative burdens while increasing accuracy and efficiency, particularly in areas such as prior authorization and claims management. Empha...

Unlocking the Power of Advanced Analytics in Healthcare RCM

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  Every step in the healthcare re venue cycle, from patient scheduling and clinical encounters to medical coding, billing, and reimbursement, generates data. As hospitals and health systems continue to face financial and operational pressures, many are discovering that basic reporting tools are no longer providing the insights needed to make informed decisions. Basic revenue cycle management (RCM) analytics are typically static reports pulled from an electronic health record (EHR) or billing system. They are retrospective and summarize what happened, but they rarely explain why or what should happen next. Typical questions that can be answered include: How many claims were submitted last week? What are the average days in accounts receivable (A/R)? How many encounters were coded? In contrast, advanced analytics can offer predictive power, cross-functional visibility, and real-time decision support. It can transform RCM data from a rearview mirror that reports history into a GPS to ...

High-Risk Medical Coding: Debridement Coding & Documentation — AGSHealth

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  Driven by an aging population and an increase in chronic conditions like diabetic foot and pressure ulcers, along with a growing trend from acute to post-acute care, the  U.S. wound care market is projected to grow from more than $6.5 billion in 2023 to $10 billion by 2030.  Pressure injuries alone  impact approximately 2.5 million people in the U.S. each year,  claiming more than 60,000 lives and adding costs to the system of anywhere from $9.1 billion to $11.6 billion. This rapid market growth has collided with heightened complexity and advances in treatment options and devices to make debridement coding a high-risk area that can significantly impact reimbursement if done incorrectly. This rapid market growth has collided with heightened complexity and advances in treatment options and devices to make debridement coding a high-risk area that can significantly impact reimbursement if done incorrectly. A Debridement Primer Debridement is the removal of foreign...