Disabled workers get less coverage from their jobs — and the Medicaid work rule is about to test that gap

Here is a number that should worry anyone who works with a disability and gets health coverage through the state instead of the front office. According to a report published September 2 by the Center for Economic and Policy Research, 57.9% of workers with disabilities have employment-based health insurance. For workers without a disability, the figure is 70.6%.

That 12.7-point gap is not a rounding error. It is the reason so many disabled workers end up on Medicaid despite having a job — and it is why the federal work requirement that states must enforce by January 1, 2027 lands on them harder than on almost anyone else.

Why the gap exists

Employer coverage in America is not a right; it is a perk attached to certain jobs. Full-time, salaried, at a company big enough to be required to offer a plan. Workers with disabilities are more likely to be part-time, more likely to be in hourly or gig work, and more likely to work for small employers — the exact categories where an offer of insurance is optional and often absent.

The CEPR report, written by Hayley Brown, puts it plainly: disabled workers rely on public forms of insurance, particularly Medicaid, "leaving them disproportionately exposed to cuts and eligibility restrictions." In other words, the safety net is doing the job the employer market will not — and that safety net just got conditions attached.

What the work rule actually says

The requirement, part of last year's federal budget law, applies to adults 19 to 64 who get Medicaid through the Affordable Care Act expansion. To keep coverage you must show 80 hours a month of paid work, a work program, school enrollment or community service, or monthly income of at least $580 — 80 hours at the federal minimum wage. States check at least one month of history when you apply and again at every six-month eligibility review.

There are exemptions. Parents of children 13 and under, caregivers of a disabled family member, pregnant and postpartum people, disabled veterans, people in substance-use treatment, and anyone the state classifies as "medically frail" with impaired capacity to work. If you receive Supplemental Security Income (SSI) or Social Security Disability Insurance (SSDI), you are exempt.

Read that last sentence again, because it is where the trouble starts.

The exemption that many disabled workers cannot prove

KFF's data shows that nearly seven in ten Medicaid adults with a disability — 68% — receive no SSI or SSDI at all. They have a disability. They do not have the federal letter that says so. Their exemption depends on a state agency accepting a "medically frail" determination, a category the American Association of People with Disabilities warns has no standard definition and will vary state by state.

Meanwhile, KFF finds only 37% of Medicaid adults with disabilities are working, compared with 68% of those without. Among the ones who do work, many are in part-time roles precisely because of their condition. A worker who manages 60 hours a month at a job that offers no benefits is, under the letter of the rule, neither exempt nor compliant.

Arkansas ran a version of this in 2018. Roughly 18,000 people lost coverage in a matter of months, and the state's own follow-up found most of them were working or should have qualified for an exemption. They lost coverage to paperwork, not to policy.

Who is not affected

Some clarity, since the headlines tend to skip it. If you have Medicaid because you are on SSI, you are exempt. If you are over 64 or on Medicare, this does not touch you. If you are enrolled through a Home- and Community-Based Services waiver, you are exempt. If you live in one of the ten states that never expanded Medicaid, the rule has nothing to attach to. The people at risk are working-age expansion enrollees whose disability is real but undocumented in the way the state's form expects.

What to do before January

Your state will start sending notices this fall. Do not wait for them.

• Find out which bucket you are in. Call your state Medicaid agency or check your account online and ask whether your coverage category is subject to the community engagement requirement. Write down the answer and the date.
• If you have a disability, ask for the medically frail exemption now. Ask what documentation your state accepts — a physician's statement, a diagnosis code, a functional assessment — and get it into your file before the first review period.
• If you work, start a log. Pay stubs, schedules, a note from your supervisor. States must accept one month of proof within each six-month window; make sure that month is easy to find.
• Check whether your employer offers anything. Even a plan you cannot afford triggers different rules. Our guide to how health insurance works covers what counts as an offer of coverage.
• Know your fallback. If you lose Medicaid, that loss is a qualifying event for the ACA marketplace, and at Medicaid-level income the subsidies are large. Our marketplace guide walks through the 60-day window. Our Medicaid eligibility guide covers how to appeal a termination.

The CEPR numbers describe a country where a disability makes you less likely to get insurance from your boss and more likely to depend on the state. The work rule assumes the opposite: that anyone on Medicaid who can hold a job can also hold the paperwork. Between those two assumptions sits the 12.7-point gap, and a lot of people who will find out in January which side of it they are on.