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Medicaid work requirements: Market impacts and the need for
state-specific
actuarial modeling

By: Frank Qin
05.08.26 /

As states apply Medicaid work requirements, policymakers and stakeholders must look past top-line enrollment projections to grasp the full scope of the impact. Experience shows that work requirements introduce administrative complexity, enrollment volatility, and financial ripple effects across Medicaid programs, health insurers/managed care organizations (MCOs), providers, and employers. 

For stakeholders evaluating potential implementation, the central question is not simply how many people will lose coverage, but rather: how will this policy reshape enrollment, risk pools, utilization, provider finances, and commercial insurance markets within a specific state? 

Answering that question requires state-specific actuarial modeling grounded in real-world experience. 

Medicaid work requirements: Lessons from early state experience 

Two states, Arkansas and Georgia, that have already implemented work requirements offer important insight. The experiences in these states have highlighted the following themes:1,2 

  • Administrative complexity materially impacts state budgets and decreases Medicaid enrollment. 
  • Coverage losses were primarily driven by verification and administrative hurdles instead of actual noncompliance. 
  • Labor market impacts may be limited as there has been no evidence that the requirements led to sustained increases in employment.  

Expected impacts of Medicaid work requirements

The impact of these work requirements will vary by state but will likely include: 

  • Loss of coverage due to administrative challenges rather than true ineligibility 
  • Enrollment shifts by eligibility category and age group 
  • Increased turnover frequency and coverage gap duration 
  • Short-term increased utilization and severity of services due to delayed care during coverage loss 
  • Longer-term acuity changes tied to interrupted care

Impacts across market segments 

Work requirements do not affect Medicaid agencies in isolation. The effects cascade through multiple stakeholders. 

State Medicaid Programs 

For Medicaid agencies, expansion adults may experience greater volatility in enrollment and average member cost. Turnover will be particularly consequential, and these interruptions in care create instability in both enrollment and expenditure projections. The effects will vary significantly by state due to differing demographics, labor markets, managed care penetration, and verification processes. Accurate forecasting requires custom modeling.  

MCOs 

For MCOs, work requirements can introduce risk pool and rate-setting challenges. Even modest increases in turnover can materially impact medical loss ratios, risk adjustment performance, and rate adequacy. Since every Medicaid program operates within a unique state environment, actuarial modeling must use state-specific data.  

Providers 

Providers, particularly safety-net hospitals and community clinics, may face critical challenges: lost Medicaid revenue, increased uncompensated care, and greater revenue cycle volatility. Providers experience increased financial pressure when coverage gaps move patient care out of primary clinics and into emergency rooms. A shift toward reactive, inpatient treatment disrupts care continuity and increases the volume of uncompensated services. Bespoke modeling could increase the accuracy of cost projections for providers based on their specific data and circumstances.  

Employers 

Work requirements may also affect employer-sponsored insurance (ESI), especially among small employers, as they historically have had a higher percentage of employees covered by Medicaid. Coverage gaps may worsen employee health status and increase absenteeism and turnover. There may be pressure to offer ESI to maintain workforce stability. Employers may be incentivized to look for defined contribution options for health insurance. There is also the potential for upward pressure on fully insured premiums due to hospital cost shifting and potential higher claim costs if individuals transitioning from Medicaid into ESI have higher unmet health needs. Large employers may be less impacted by employees’ losing coverage. However, there are still potential increases in claim costs tied to uncompensated care costs shifting into commercial healthcare costs and potentially higher claim costs for employees shifting from Medicaid. There is also potential labor market dynamics impact as health coverage becomes a larger share of total compensation, affecting hiring decisions, job quality, and worker mobility. 

Understanding these dynamics requires modeling not only Medicaid enrollment changes, but also downstream impacts on commercial insurance markets. 

Why bespoke actuarial modeling matters 

State Medicaid programs operate in vastly different environments with unique populations and managed care structures. Implementation choices create nuances, such as moving from monthly to quarterly reporting or utilizing automated wage verification, can significantly shift enrollment and costs.  

Our actuarial team builds customized models to account for these variables and provide more precise projections. During the COVID-19 Public Health Emergency (PHE), when service delivery patterns shifted dramatically, our actuaries built a specialized model to help each client adapt individual reimbursement strategies and monitor utilization trends, which was critical to maintaining the provider networks in the early stages of the PHE. 

The same disciplined, scenario-based approach applies to Medicaid work requirements. Bespoke modeling allows you to: 

  • Model enrollment changes by category of aid and demographic segment 
  • Quantify procedural disenrollment risk 
  • Estimate turnover-related utilization volatility 
  • Model potential health status deterioration due to coverage gaps 
  • Assess impacts on capitation rates and commercial premiums 
  • Support rate negotiations and policy decision-making 
  • Evaluate employer benefit strategies, including fully insured options, level-funded plans, and defined contribution options like Individual Coverage HRAs (ICHRAs)

Most importantly, outcomes can fluctuate based on state-specific design and implementation capacity. This variation underscores the need for customized, state-level modeling rather than a reliance on broad national assumptions. 

Our work is grounded in state-specific data and operational realities. We prioritize cross-market financial dynamics to provide a precise and actionable analysis for each unique environment. 

Turning policy uncertainty into actionable insight 

Medicaid work requirements are more than an eligibility policy. They represent a structural shift with implications across public programs, managed care, provider finance, and employer-sponsored insurance. For stakeholders navigating this evolving landscape, robust and customized actuarial modeling is essential. By combining deep Medicaid experience with advanced customized modeling capabilities, our team helps clients move beyond uncertainty and provides clear data-driven insight into financial exposure, operational risk, and strategic opportunity. In an environment defined by policy change and market interconnectedness, precision matters. 

Key takeaways 

  • Medicaid work requirements primarily reduce coverage through administrative barriers, not widespread noncompliance. 
  • Enrollment volatility and coverage gaps create downstream effects on utilization, risk pools, and costs. 
  • Early state experience shows limited employment gains, alongside meaningful disruption to Medicaid programs. 
  • Impacts extend beyond Medicaid to MCOs, providers, employers, and commercial insurance markets. 
  • State-specific actuarial modeling is essential to accurately forecast enrollment shifts, financial exposure, and cross‑market impacts.    

About BerryDunn 

Our team plays a key role in helping healthcare clients maintain financial stability by accurately assessing risks. Like our clients, who range from not-for-profit managed care organizations, risk-bearing provider systems, and group health insurance purchasers to state insurance regulators and government healthcare policy agencies, each of our solutions is unique. We embrace innovative, creative ideas to achieve the best possible results, and tailor our engagements to meet each client’s needs, providing the right services at the right time. Learn about our team and services.

References 

  1. Arkansas study 5 Key Facts About Medicaid Work Requirements | KFFMedicaid eligibility and enrollment in Arkansas 
  2. Georgia study CMS’s Georgia Waiver Extension Underscores the Failure of Medicaid Work Requirements – Center For Children and Families 
  3. State level cost/enrollment estimates Medicaid Cuts and the States: Tracking State-Specific Estimates of the Impacts of Proposed Changes 


 

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Editor’s note: If you are a state government CFO, CIO, project or program manager, this blog is for you. 

This is the second blog post in the blog series: “Procuring Agile vs. Non-Agile Service”. Read the first blog. This blog post demonstrates the differences in Stage 1: Plan Project in the five stages of procuring agile vs. non-agile services.

Overview of Procurement Process for Agile vs. Non-Agile IT Services

What is important to consider in agile procurement?

Here are some questions that can help focus the planning for procurement of IT services for agile vs. non-agile projects.

Plan Project Considerations for Agile vs. Non-Agile IT Services

Why are these considerations important?

When you procure agile IT services, you can define the scope of your procurement around a vision of what your organization intends to become, as opposed to being restricted to an end-date for a final delivery.

In an agile project, you get results iteratively; this allows you to constantly reassess requirements throughout the project, including the project plan, the guiding principles, and the project schedule. Your planning is not restricted to considering the effect of one big result at the end of the project schedule. Instead, your plan allows for sequencing of changes and improvements that best reflect the outcomes and priorities your organization needs

Since planning impacts the people-aspect of your strategy, it is important to consider how various teams and stakeholders will provide input, and how you will make ongoing communication updates throughout the project. With an agile procurement project, your culture will shift, and you will need a different approach to planning, scheduling, communicating, and risk management. You need to communicate daily, allowing for reviewing and adjusting priorities and plans to meet project needs. 

How do you act on these considerations?

A successful procurement plan of agile IT services should include the following steps:

  1. Develop a project charter and guiding principles for the procurement that reflect a vision of how your organization’s teams will work together in the future
  2. Create a communication plan that includes the definition of project success and communicates project approach
  3. Be transparent about the development strategy, and outline how iterations are based on user needs, that features will be re-prioritized on an ongoing basis, and that users, customers, and stakeholders are needed to help define requirements and expected outcomes
  4. Provide agile training to your management, procurement, and program operation teams to help them accept and understand the project will present deliverables in iterations, to include needed features, functionality and working products
  5. Develop requirements for the scope of work that align with services and outcomes you want, rather than documented statements that merely map to your current processes 

What’s next? 

Now that you have gained insight into the approach to planning an agile project, consider how you may put this first stage into practice in your organization. Stay tuned for guidance on how to execute the second stage of the procurement process—how to draft the RFP. Our intention is that, following this series, your organization will better understand how to successfully procure and implement agile services. If you have questions or comments, please contact our team.
 

Article
Plan agile projects: Stage 1

Read this if you are a State Medicaid Director, State Medicaid Chief Information Officer, State Medicaid Project Manager, or State Procurement Officer—or if you work on a State Medicaid Enterprise System (MES) certification effort.

Measuring performance of Medicaid Enterprise Systems (MES) is emerging as the next logical step in moving Medicaid programs toward modularity. As CMS continues to refine and implement outcomes-based modular certification, it is critical that states adapt to this next step in order to continue to meet CMS funding requirements.

This measurement, in terms of program outcomes, presents a unique set of challenges, many of which a state may not have considered before. A significant challenge is determining how and where to begin measuring program outcomes―to meet it, states can leverage a trusted, independent partner as they undertake an outcomes-based effort.

Outcomes-based planning can be thought of as a three-step process. First, and perhaps most fundamental, is to define outcomes. Second, you need to determine what measurements will demonstrate progress toward achieving those outcomes. And the final step is to create reporting measurements and their frequency. Your independent partner can help you answer these critical questions and meet CMS requirements efficiently by objectively guiding you toward realizing your goals.

  1. Defining Outcomes
    When defining an outcome, it is important to understand what it is and what it isn’t. An outcome is a benefit or added value to the Medicaid program. It is not an output, which is a new or enhanced function of a new MES module. An output is the product that supports the outcome. For example, the functionality of a new Program Integrity (PI) module represents an output. The outcome of the new PI module could be that the Medicaid program continuously improves based on data available because of the new PI module. Some outcomes may be intuitive or obvious. Others may not be as easy to articulate. Regardless, you need to direct the focus of your state and solution vendor teams on the outcome to uncover what the underlying goal of your Medicaid program is.
     
  2. Determining Measurements
    The second step is to measure progress. Well-defined Key Performance Indicators (KPIs) will accurately capture progress toward these newly defined outcomes. Your independent partner can play a key role by posing questions to help ensure the measurements you consider align with CMS’ goals and objectives. Additionally, they can validate the quality of the data to ensure accuracy of all measurements, again helping to meet CMS requirements.
     
  3. Reporting Measurements
    Finally, your state must decide how―and how often―to report on outcomes-based measurements. Your independent partner can collaborate with both your state and CMS by facilitating conversations to determine how you should report, based on a Medicaid program’s nuances and CMS’ goals. This can help ensure the measurements (and support information) you present to CMS are useful and reliable, giving you the best chance for attaining modular certification.

Are you considering an outcomes-based CMS modular certification, or do you have questions about how to best leverage an independent partner to succeed with your outcomes-based modular certification effort? BerryDunn’s extensive experience as an independent IV&V and Project Management Office (PMO) partner includes the first pilot outcomes-based certification effort with CMS. Please visit our IV&V and certification experts at our booth at MESC 2019 or contact our team now.

Article
Three steps to measure Medicaid Enterprise Systems outcomes

Read this if you are a State Medicaid Director, State Medicaid Chief Information Officer, State Medicaid Project Manager, or State Procurement Officer.

As CMS moves away from the monolithic Medicaid Management Information System (MMIS) toward an outcomes-based approach that includes a modular Medicaid Enterprise System (MES), there is now more emphasis on system integration (SI). 

In the August 16, 2016 letter, State Medicaid Director (SMD) #16-010, CMS clarified the role of the system integrator (SI) by stating:

CMS envisions a discrete role for the system integrator (SI) in each state, with specific focus on ensuring the integrity and interoperability of the Medicaid IT architecture and cohesiveness of the various modules incorporated into the Medicaid enterprise. 

While the importance of the SI role is apparent, not all states have the resources to build the SI capability within their own organizations. Some state Medicaid IT teams try to solve this by delegating management roles to vendors or contractors. This approach has various risks. A state could lose:

  • Institutional knowledge, as vendors and contractors transition off the project
  • Control of governance, oversight, and leadership
  • The ability to enforce contractual requirements across each vendor, especially the SI

In addition, the ramifications of loss of state accountability can have wide-reaching implementation, operational, and financial impacts, including:

  • The loss of timely decision making, causing projects to fall behind schedule
  • State-specific policy needs not being met, impacting how the MMIS functions in production 
  • Poor integration into the state-specific Operation and Maintenance (O&M) support model, increasing the state’s portion of long-term O&M costs
  • Inefficient and ineffective contract management of each module vendor and contractor (including the SI), possibly leading to unneeded change requests and cost overruns
  • Lack of coordination with the state’s business or IT roadmap initiatives (i.e., system consolidation or cloud migration vendor/approach), possibly leading to rework and missed opportunities to reduce cost or improve interoperability 

Apply strong governance and IV&V to tackle risks

Because the SI vendor is responsible for the integration of multiple modules across multiple vendors, you may consider delegating oversight of module vendors to the SI vendor. 

The major benefit states get from using the SI vendor is efficiency. Having your vendor as the central point of contact can quickly resolve technical issues, while allowing easy coordination of project tasks across each module vendor on a continual basis. 

If you choose to use a vendor for the SI role, establish safeguards and governance to make sure your goals are being met:

  • Build a project-specific governance model (executive committee [EC]) to oversee the vendors and the project
  • Establish a regular meeting cadence for the EC to allow for status updates on milestones and discuss significant project risks and issues 
  • Allocate state resources into project leadership roles (i.e., project manager, vendor contract manager, security lead, testing/Quality Assurance lead, etc.)
  • Conduct regular (weekly) SI status meetings to track progress and address risks and issues 

You also need a strong, involved governance structure that includes teams of state senior leadership, state program managers, SI vendor engagement/contract managers, and Independent Verification and Validation (IV&V) vendors. By definition, one responsibility of IV&V is to identify and monitor project risks and issues that could arise from a lack of independence. 

Your governance teams can debate decisions and disputes, risks and issues, and federal compliance issues with their vendors to define direction and action plans. However, a state representative within these teams should always make the final management decisions, approve all SI scope items and changes, and approve all contractual deliverables from each vendor or contractor.

Your state staff (business and IT) provides project management decision, business needs, requirements (functional and non-functional), policy guidance, and continuity as the vendors and/or contractors change over time. 

The conclusion? In order to be successful, you must retain certain controls and expertise to deploy and operate a successful MMIS system. Our consultants understand the need to keep you in control of managing key portions of implementation projects/programs and operational tasks. If you have questions, please contact BerryDunn’s Medicaid team.  
 

Article
Risks when using vendors to manage Medicaid system implementation projects

Read this if you are a state Medicaid Director, State Medicaid Chief Information Officer, State Medicaid Project Manager, or State Procurement Officer.

When I was growing up, my dad would leave the Bureau of Motor Vehicles or hang up the phone after talking with the phone company and say sarcastically, “I’m from the government (or the phone company) and I’m here to help you. Yeah, right.” I could hear the frustration in his voice. As I’ve gotten older, I understand the hassle of dealing with bureaucracy, where the red tape can make things more difficult than they need to be, and where customers don’t come first. It doesn’t have to be that way.

In my role performing Independent Verification and Validation (IV&V) at BerryDunn, I hear the same skepticism in the voices of some of my clients. I can hear them thinking, “Let me get this straight… I’m spending millions of dollars to replace my old Medicaid Management Information System (MMIS), and the Centers for Medicare and Medicaid Services (CMS) says I have to hire an IV&V consultant to show me what I am doing wrong? I don’t even control the contract. You’re here to help me? Yeah, right.” Here are some things to assuage your doubt. 

Independent IV&V―what they should do for you and your organization

An independent IV&V partner that is invested in your project’s success can:

  • Enhance your system implementation to help you achieve compliance
  • Help you share best practice experience in the context of your organization’s culture to improve efficiency in other areas
  • Assist you in improving your efficiency and timeliness with project management capabilities.

Even though IV&V vendors are federally mandated from CMS, your IV&V vendor should also be a trusted partner and advisor, so you can achieve compliance, improve efficiency, and save time and effort. 

Not all IV&V vendors are equal. Important things to consider:

Independence―independent vendors are a good place to start, as they are solely focused on your project’s success. They should not be selling you software or other added services, push vendor affiliations, or rubber stamp CMS, nor the state. You need a non-biased sounding board, a partner willing to share lessons learned from experience that will help your organization improve.

Well-rounded perspective―IV&V vendors should approach your project from all perspectives. A successful implementation relies on knowledge of Medicaid policy and processes, Medicaid operations and financing, CMS certification, and project management.

“Hello, we are IV&V from BerryDunn, and we are here to help.”

BerryDunn offers teams that consist of members with complementary skills to ensure all aspects of your project receive expert attention. Have questions about IV&V? Contact our team.
 

Article
We're IV&V and we are here to help you improve your Medicaid organization

As the Project Management Body of Knowledge® (PMBOK®) explains, organizations fall along a structure and reporting spectrum. On one end of this spectrum are functional organizations, in which people report to their functional managers. (For example, Finance staff report to a Finance director.) On the other end of this spectrum are projectized organizations, in which people report to a project manager. Toward the middle of the spectrum lie hybrid—or matrix—organizations, in which reporting lines are fairly complex; e.g., people may report to both functional managers and project managers. 

Problem: Weak Matrix Medicaid System Vendors

This brings us to weak matrix organizations, in which functional managers have more authority than project managers. Many Medicaid system vendors happen to fall into the weak matrix category, for a number of different reasons. Yet the primary factor is the volume and duration of operational work—such as provider enrollment, claims processing, and member enrollment—that Medicaid system vendors perform once they exit the design, development, and implementation (DDI) phase.

This work spans functional areas, which can muddy the reporting waters. Without strong and clear reporting lines to project managers, project success can be seriously (and negatively) affected if the priorities of the functional leads are not aligned with those of the project. And when a weak matrix Medicaid system vendor enters a multi-vendor environment in which it is tasked with implementing a system that will serve multiple departments and bureaus within a state government, the reporting waters can become even muddier.


Solution: Using a Project Management Office (PMO) Vendor

Conversely, consulting firms that provide Project Management Office (PMO) services to government agencies tend to be strong matrix organizations, in which project managers have more authority over project teams and can quickly reallocate team members to address the myriad of issues that arise on complex, multi-year projects to help ensure project success. PMOs are also typically experienced at creating and running project governance structures and can add significant value in system implementation-related work across government agencies.

Additional benefits of a utilizing a PMO vendor include consistent, centralized reporting across your portfolio of projects and the ability to quickly onboard subject matter expertise to meet program and project needs. 
For more in-depth information on the benefits of using a PMO on state Medicaid projects, stay tuned for my second blog in this series. In the meantime, feel free to send your PMO- or Medicaid-related questions to me
 

Article
The power of the PMO: Fixing the weak matrix

As your organization works to modernize and improve your Medicaid Enterprise System (MES), are you using independent verification and validation (IV&V) to your advantage? Does your relationship with your IV&V provider help you identify high-risk project areas early, or provide you with an objective view of the progress and quality of your MES modernization initiative? Maybe your experience hasn’t shown you the benefits of IV&V. 

If so, as CMS focuses on quality outcomes, there may be opportunities for you to leverage IV&V in a way that can help advance your MES to increase the likelihood of desired outcomes for your clients. 

According to 45 Code of Federal Regulations (CFR) § 95.626, IV&V may be required for Advanced Planning Document (APD) projects that meet specific criteria. That said, what is the intended role and benefit of IV&V? 

To begin, let’s look at the meaning of “verification” and “validation.” The Institute of Electrical and Electronics Engineers, Inc. (IEEE) Standard for Software Verification and Validation (1012-1998) defines verification as, “confirmation of objective evidence that the particular requirements for a specific intended use are fulfilled.” Validation is “confirmation of objective evidence that specified requirements have been fulfilled.” 

Simply put, verification and validation ensure the right product is built, and the product is built right. 
As an independent third party, IV&V should not be influenced by any vendor or software application. This objectivity means IV&V’s perspective is focused on benefiting your organization. This support includes: 

  • Project management processes and best practices support to help increase probability of project success
  • Collaboration with you, your vendors, and stakeholders to help foster a positive and efficient environment for team members to interact 
  • Early identification of high-risk project areas to minimize impact to schedule, cost, quality, and scope 
  • Objective examination of project health in order for project sponsors, including the federal government, to address project issues
  • Impartial analysis of project health that allows state management to make informed decisions 
  • Unbiased visibility into the progress and quality of the project effort to increase customer satisfaction and reduce the risk and cost of rework
  • Reduction of errors in delivered products to help increase productivity of staff, resulting in a more efficient MES 

Based on our experience, when a trusted relationship exists between state governments and IV&V, an open, collaborative dialogue of project challenges—in a non-threatening manner—allows for early resolution of risks. This leads to improved quality of MES outcomes.    

Is your IV&V provider helping you advance the quality of your MES? Contact our team.

Article
Leveraging IV&V to achieve quality outcomes