{"id":2579,"date":"2026-10-22T22:17:16","date_gmt":"2026-10-22T22:17:16","guid":{"rendered":"https:\/\/amercanfirstfinance.com\/?p=2579"},"modified":"2026-10-22T22:17:16","modified_gmt":"2026-10-22T22:17:16","slug":"navigating-work-requirements-and-medical-frailty-exclusions-lessons-from-snap-for-upcoming-medicaid-changes","status":"publish","type":"post","link":"https:\/\/amercanfirstfinance.com\/?p=2579","title":{"rendered":"Navigating Work Requirements and Medical Frailty Exclusions: Lessons from SNAP for Upcoming Medicaid Changes"},"content":{"rendered":"<p>As federal policy shifts toward more stringent employment mandates across major safety-net programs, states are facing complex administrative challenges in verifying who should be exempt from work requirements due to physical or mental limitations. The Supplemental Nutrition Assistance Program (SNAP), which stands as the primary federal aid initiative addressing food insecurity among low-income households, has long incorporated work mandates as a condition of eligibility for specific individuals. However, upcoming sweeping legislative changes will significantly expand these hurdles across the healthcare landscape. <\/p>\n<p>Beginning January 1, 2027, or even sooner at individual state option, 44 states will be legally required to condition Medicaid eligibility for adults within the Affordable Care Act (ACA) Medicaid expansion group, alongside enrollees in certain waiver programs, on meeting strict work and community engagement requirements. The underlying law explicitly outlines mandatory exclusions from these upcoming work mandates. Most notably, individuals who are categorized as &quot;medically frail&quot; will be exempt, provided they possess a qualifying medical condition and can successfully demonstrate that the condition directly impairs their ability to fulfill the mandated work hours. <\/p>\n<p>Recently, the Centers for Medicare &amp; Medicaid Services (CMS) released preliminary guidance detailing an approach that states could potentially utilize to verify medical frailty exclusions. Despite this federal release, states are under no obligation to adopt this specific framework, leaving significant ambiguity regarding the precise processes and verification mechanisms individual states will ultimately implement. <\/p>\n<p>In light of the widespread uncertainty surrounding how state agencies will handle Medicaid medical frailty exclusions, policy analysts are increasingly looking to SNAP as a historical blueprint. SNAP has navigated similar administrative hurdles for decades. Much like the forthcoming Medicaid medical frailty exemption, individuals who are deemed unable to work due to physical or mental limitations are currently excused from SNAP work requirements. While approaches to verifying a person&#8217;s ability to work vary significantly across state SNAP agencies, these practices may soon undergo additional transformations. Recent federal reconciliation laws require states to absorb a portion of SNAP benefit costs if their payment error rates climb above established thresholds, prompting many state administrators to rethink their documentation policies. <\/p>\n<p>While the established SNAP framework can offer valuable operational insights for the Medicaid program, fundamental differences in how eligibility is determined between the two programs mean that Medicaid verification processes will inevitably differ in several critical ways.<\/p>\n<h2>How Have States Historically Determined Ability to Work for the SNAP Program?<\/h2>\n<p>State SNAP agencies have historically exercised broad administrative flexibility in how they define and interpret the exemption for individuals deemed &quot;physically or mentally unfit for employment.&quot; Generally speaking, most adults under the age of 65 enrolled in SNAP must comply with foundational work requirements. These baseline rules typically require registrants to register for work, accept a suitable job if one is offered, and participate actively in SNAP Employment and Training or workfare programs if assigned by the state agency. Furthermore, participants are barred from voluntarily quitting a job or reducing their weekly work hours below 30 hours without demonstrating a valid &quot;good reason.&quot;<\/p>\n<p>In addition to these general provisions, time-limited work requirements apply strictly to certain non-exempt individuals. These enrollees must maintain employment or participate in an approved work program for at least 80 hours per month\u2014or complete a designated number of hours in workfare\u2014to continue receiving SNAP benefits for more than three months within any rolling 36-month period.<\/p>\n<p>Federal regulations deliberately leave it to individual state agencies to define physical and mental fitness and establish internal procedures for verifying SNAP general work exemptions. Rules governing time-limited work requirements offer only slightly more specific parameters, clarifying simply that an individual is exempt if they are medically certified as physically or mentally unfit for work.<\/p>\n<p>Because of this broad federal discretion, formal definitions vary widely from state to state. Some jurisdictions maintain notably expansive interpretations of physical or mental limitations. For instance, certain state programs explicitly include individuals who are chronically homeless or survivors of domestic violence under the exemption umbrella, recognizing when these severe life circumstances negatively impact an individual&#8217;s physical or mental well-being. Furthermore, states are federally mandated to exempt individuals who receive temporary or permanent disability benefits from any source, including Supplemental Security Income, Worker\u2019s Compensation, Department of Veterans Affairs benefits, Railroad Retirement, developmental disability services, or private disability insurance. Even so, the specific methods states use to document and verify these statuses can vary significantly.<\/p>\n<p>A mandatory component of both the initial SNAP application and the routine recertification process is a phone or in-person interview conducted by an eligibility worker who screens enrollees for potential exemptions. As of 2023, data shows that most states report screening for physical or mental limitations during the initial application phase, while others prefer to explore potential limitations during the mandatory interview prior to certification. More than half of state administrative agencies also report granting frontline staff considerable discretion over the types of physical or mental limitations that can be considered valid for exemptions. For instance, visual observations made by eligibility workers during interviews\u2014such as noticing that an applicant is using an oxygen tank\u2014can serve as the sole basis for an exemption determination.<\/p>\n<figure class=\"article-inline-figure\"><img decoding=\"async\" src=\"https:\/\/www.kff.org\/wp-content\/uploads\/sites\/7\/2026\/10\/SNAP-and-Medicaid-1.png\" alt=\"Assessing Ability to Work: How Historical SNAP Processes May Vary from Medicaid\" class=\"article-inline-img\" loading=\"lazy\" \/><\/figure>\n<p>When determining whether an applicant is &quot;obviously unfit&quot; for work, some state policies consistently require formal documentation of an individual&#8217;s medical or psychological limitations. Conversely, many other states readily accept client statements or only mandate third-party verification when eligibility workers find the situation unclear or questionable. An evaluation of SNAP work requirement exemption processes revealed that some eligibility workers favored stricter documentation requirements because they reduced administrative ambiguity and minimized personal staff responsibility in making subjective calls. However, regularly requiring rigid medical documentation invariably increases the administrative burden for enrollees, healthcare providers, and eligibility workers alike, who must process the paperwork and frequently request additional clarifications. SNAP recipients are routinely reevaluated for exemptions at recertification intervals every six to twelve months, though evaluations indicate that information collected during recertification rarely differs substantially from data gathered during the initial application.<\/p>\n<p>When unfitness to work is not immediately obvious to an eligibility worker, states are required to obtain a statement from a licensed medical professional to verify exemption status. However, state procedures for collecting provider attestations vary dramatically. Some states go further by requiring a standardized medical form for every single individual seeking an exemption, while others accept a simple written statement or even a quick phone call to an eligibility worker. Because treating providers are rarely given detailed federal guidance on how to assess functional fitness specifically for work, their determinations of who qualifies for an exemption inherently vary in consistency and rigor.<\/p>\n<p>These varied approaches may soon shift as states react to a new federal mandate under the reconciliation law, which requires most states to absorb a portion of SNAP benefit costs if their payment error rates exceed six percent. Because errors in these calculations are primarily administrative rather than fraudulent, states are heavily incentivized to tighten verification practices. Prior to these rules, state SNAP policies balanced documentation requirements to ensure program integrity against the administrative burdens placed on applicants. Today, facing substantial financial penalties tied to error rates, some states are rapidly reevaluating their procedures. For example, Arizona recently began requiring extensive documentation for information that it previously accepted via client self-attestation unless explicitly deemed questionable.<\/p>\n<h2>How May the Medicaid Process Compare to SNAP?<\/h2>\n<p>In sharp contrast to the traditional SNAP process, the upcoming Medicaid framework for verifying individuals who qualify for the medical frailty exclusion will require state agencies to exhaust all available administrative data before requesting documentation directly from individuals or healthcare providers. Unlike SNAP agencies, Medicaid programs possess direct access to comprehensive healthcare claims data. An interim final rule released by federal regulators instructs states to utilize claims and encounter data spanning the preceding 12 months to attempt automatic verification of a person&#8217;s medical frailty status prior to reaching out to the enrollee.<\/p>\n<p>CMS has outlined a tiered medical frailty framework designed to help states navigate this data-driven approach. Under this structure, states can identify individuals as medically frail using claims data alone in the first tier, combine claims with encounter or other administrative data in the second tier, or resort to an individualized manual process requiring additional documentation in the third tier where data is absent or insufficient. While this tiered model will successfully automate the verification of many enrollees, data limitations will inevitably leave gaps. Factors such as a lack of historical data for newly enrolled applicants, or inconsistent coding practices among clinical providers who fail to use the exact diagnostic codes recognized by the state, mean that manual documentation will remain a necessity for a significant portion of the population.<\/p>\n<p>Similar to SNAP, state Medicaid programs will ultimately need to rely on clinical providers to verify a patient&#8217;s ability to work and establish medical frailty status, particularly in situations where electronic claims data is unavailable or inconclusive. Because traditional Medicaid enrollment does not utilize intake interviews, frontline eligibility workers will play a much less prominent role in the Medicaid verification process. Nevertheless, in states where SNAP and Medicaid programs are jointly administered\u2014or where robust data sharing exists between the two agencies\u2014Medicaid may be able to leverage information initially gathered through SNAP interviews. <\/p>\n<p>When unable to verify medical frailty through electronic databases, Medicaid agencies must rely on confirmation from treating providers. The current interim final rule provides minimal operational detail regarding the precise information states must collect from clinicians. Absent additional federal guidance, states are expected to develop their own disparate forms and collect varied information, mirroring the historical fragmentation seen in SNAP. Some states may choose to streamline this process by utilizing a unified provider attestation form that covers both Medicaid and SNAP exemptions. North Carolina, for instance, has already developed a combined provider attestation form to determine eligibility across both safety-net programs. As seen in SNAP, relying on clinical providers to evaluate work fitness without standardized regulatory guidance risks introducing significant inconsistency into the exemption process.<\/p>\n<p>Furthermore, starting in January 2028, state flexibility to accept simple self-attestation within Medicaid will become significantly more restricted than current SNAP practices. While SNAP rules require states to seek secondary verification if self-reported information appears questionable, federal regulations do not impose a total ban on client statements. In contrast, the Medicaid rule imposes strict limitations on self-attestation starting in 2028. Although states are permitted to accept self-attestation throughout 2027 when reliable electronic data is missing, they will be barred from doing so routinely thereafter. Beginning January 1, 2028, states may only accept self-attestation of medical frailty status a single time during an enrollee&#8217;s entire enrollment period. For subsequent renewals, states must verify frailty through electronic data matches or demand direct documentation from individuals, creating a considerably more time-consuming administrative pipeline. This restriction marks a major departure from initial state preferences expressed prior to the interim rule, when most state administrators indicated a strong interest in utilizing self-attestation to handle medical frailty exclusions.<\/p>\n<p>Ultimately, state Medicaid medical frailty verification policies are projected to vary widely, with administrative choices heavily influenced by the looming threat of federal financial penalties. Operating with limited federal guidance, states must forge operational pathways that protect them from audit penalties while minimizing administrative burdens and preventing improper coverage denials for vulnerable patients. Compounding these challenges, state agencies are forced to implement these complex eligibility changes concurrently with major adjustments to the Payment Error Rate Measurement program, which increases the fiscal consequences of eligibility error rates exceeding three percent. These intersecting financial pressures will undoubtedly force state leaders to carefully calibrate how they balance risk management against the administrative weight of increased documentation across all Medicaid determinations.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>As federal policy shifts toward more stringent employment mandates across major safety-net programs, states are facing complex administrative challenges in verifying who should be exempt from work requirements due to physical or mental limitations. The Supplemental Nutrition Assistance Program (SNAP), which stands as the primary federal aid initiative addressing food insecurity among low-income households, has [&hellip;]<\/p>\n","protected":false},"author":18,"featured_media":2578,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[461],"tags":[739,3188,3187,464,462,162,1955,466,480,463,545,2252,2867,982,436],"class_list":["post-2579","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-healthcare-and-medical-costs","tag-changes","tag-exclusions","tag-frailty","tag-health-policy","tag-healthcare","tag-insurance","tag-lessons","tag-medicaid","tag-medical","tag-medical-costs","tag-navigating","tag-requirements","tag-snap","tag-upcoming","tag-work"],"_links":{"self":[{"href":"https:\/\/amercanfirstfinance.com\/index.php?rest_route=\/wp\/v2\/posts\/2579","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/amercanfirstfinance.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/amercanfirstfinance.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/amercanfirstfinance.com\/index.php?rest_route=\/wp\/v2\/users\/18"}],"replies":[{"embeddable":true,"href":"https:\/\/amercanfirstfinance.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2579"}],"version-history":[{"count":0,"href":"https:\/\/amercanfirstfinance.com\/index.php?rest_route=\/wp\/v2\/posts\/2579\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/amercanfirstfinance.com\/index.php?rest_route=\/wp\/v2\/media\/2578"}],"wp:attachment":[{"href":"https:\/\/amercanfirstfinance.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2579"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/amercanfirstfinance.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2579"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/amercanfirstfinance.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2579"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}