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3 Ways to Improve Revenue Recovery Using Healthcare Analytics
Blog Feature
Mary Castello

By: Mary Castello on August 11th, 2025

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3 Ways to Improve Revenue Recovery Using Healthcare Analytics

Reimbursements & Recovery

Discover how PMMC’s advanced analytics, payor scorecards, and automated workflows can help streamline reimbursement processes, improve payor performance tracking, and enhance revenue recovery strategies. 

In today’s healthcare landscape, effective reimbursement management isn’t just a financial best practice—it’s a necessity. Between rising payor complexity and shrinking margins, provider organizations need smarter tools to protect their bottom line. That’s where contract management analytics comes in. 

By helping teams identify reimbursement variances early, using data to prevent denials, and gain clarity around payor contracts, analytics transforms how revenue is recovered. This blog explores three essential strategies to maximize reimbursement using analytics: identifying and managing reimbursement variances, leveraging data for reporting and prevention, and strengthening contract oversight to ensure payment accuracy.

 

1. Identify and Manage Reimbursement Variances

Reimbursement variances are among the largest roadblocks for financial teams. Left unmanaged, they can quickly snowball into major inefficiencies, leading to revenue loss and strained payor-provider relationships. 

 

Establish Clear Processes 

To combat reimbursement variances effectively, it’s crucial to implement processes from the outset. This includes clearly defining roles and accountability for identifying, analyzing, and rectifying these variances. Consider the following steps: 

  • Identify Variances Early: Use analytics to compare billed amounts with actual reimbursements. Automating this process helps your team detect discrepancies in real-time. This not only saves time but ensures accurate financial tracking, reducing the risk of revenue loss and improving overall efficiency. 
       
  • Document and Prioritize Variances: Not all variances require the same level of scrutiny. Focus on high-value claims or contracts with consistent irregularities. Using AI can streamline this process by quickly identifying patterns and flagging anomalies, saving time and reducing human error. AI tools can also prioritize areas that need immediate attention, helping teams focus on what matters most. 
       
  • Standardize Workflows: Implement standard operating procedures that guide your team through the variance-resolution process, ensuring consistency and efficiency. Clear guidelines not only reduce errors but also help save time by streamlining decision-making. Empower your team with the tools they need to tackle challenges effectively. 
      

Accounts receivable can snowball quickly when left unmanaged, especially if organizations don’t have dedicated staff in place to handle underpayments. Effective reimbursement management ensures you’re not leaving money on the table and that you’re seeing the full picture with a clear process and workflow in place. 

By addressing variances in an organized fashion, your team can prevent revenue leakage and create a culture of proactive problem-solving. 

 

2. Leverage Data Analytics for Reporting and Prevention

Data is power—if you know how to use it correctly. Analytics platforms are becoming indispensable for generating the insights necessary to uncover hidden trends, optimize revenue cycles, and prevent future denials. 

 

Provide Clear Reporting 

One of the greatest advantages of clear reporting and analytics is the ability to consolidate complex data into clear, actionable formats. 

  • Build Interactive Dashboards to monitor key performance indicators (KPIs) like denial rates, recovery times, and reimbursement trends.  
  • Enhance Transparency by sharing insights with stakeholders across departments. When leadership, finance, and operations teams understand the numbers, collaboration improves.  
     

Prevent Future Denials 

Beyond reporting, data analytics serves as a predictive tool to identify patterns leading to claim denials. 

  • Implement data-driven system improvements such as automated validation rules to catch mistakes before they occur.  
  • Use historical denial data to refine processes, ensuring common errors are addressed proactively.  
     

“One client had multiple financial improvement opportunities for a high-cost drug billed under the wrong revenue code. Analytics flagged it early, allowing them to correct future billing and maximize revenue—it’s a perfect example of analytics driving prevention.” Cheyenne Williams, Manager of Recovery Services 

 

When used strategically, analytics evolves from a reporting tool to a preventative force, helping your organization stay one step ahead of operational risks.

 

3. Engage in Effective Contract Management

Having a robust understanding of payor contracts is non-negotiable when it comes to payment integrity. Yet many organizations fail to maximize these agreements due to oversight or lack of clarity. Analytics offers a solution by bringing transparency and structure to your agreements. 

  • Understand Your Payor Contracts 
  • Contract management systems equipped with analytics can automatically flag potential issues while offering full visibility into contract terms—including  negotiated rates, performance guarantees, and compliance deadlines. 

 

Monitor Adherence and Regular Updates 

Payor adherence to contracts must be monitored closely to ensure claims are processed correctly. Analytics platforms enable you to track contractual performance and ensure compliance, reducing the risk of underpayments. 

Additionally, update contracts regularly as regulations and operational needs shift. Combining updated agreements with automated reporting ensures you’re always working from an accurate foundation. 

“Without contract management software, you’re flying blind,” warns Cheyenne. “Denials are easier to track, but underpayments often go unnoticed—yet that’s where hospitals lose the most money.” 

When executed correctly, your organization can optimize reimbursement rates while fostering positive, mutually beneficial relationships with payors. 

 

Ready to take your analytics strategy even further? 

Explore how PMMC’s payor scorecards, collaborative workflows, and automation tools can drive even greater reimbursement results. Discover how to align teams, track payor performance, and streamline your revenue recovery process from end to end.

 

Request a Demo

About Mary Castello

Mary Castello, Director of Revenue Enhancement, oversees PMMC’s recovery teams with a focus on maximizing results and streamlining operations. She leverages analytics, proven processes, and team collaboration to uncover revenue opportunities, resolve denials, and recover underpayments. Her strategic leadership drives measurable improvements across the revenue cycle.