Medicaid Work Rules: Building a Paperwork State to Save a Dollar

I have seen this routine in the burnt-coffee committee rooms: a speech about “lean government,” followed by a purchase order for a brand-new bureaucracy. Medicaid is supposed to be health care. The current push is to build a machine that measures virtue with a timesheet.

Spend millions to “save” money

The Associated Press reported this week that states face large up-front costs to comply with Medicaid eligibility mandates tied to work or similar activities. The irony is not subtle: to prove you are serious about saving money, you first spend a lot of it.

Based on the AP’s review of budget projections in more than 25 states, technology upgrades and extra staffing are likely to exceed $1 billion. A $200 million federal allotment is already flowing to help implementation, but it does not cover the whole project.

Who gets targeted, and how often they must prove it

In most states, the requirements described would apply to adults ages 19 to 64 without young children whose incomes are above the typical eligibility cutoff. They would need to show at least 80 hours a month of work or community service, or enroll at least half-time as a student. Eligibility reviews would shift from annual to every six months, meaning the paperwork clock ticks twice as often.

Washington says the point is savings. The Congressional Budget Office estimate cited by the AP projects $388 billion in federal savings over a decade, alongside 6 million fewer people with health insurance. That is the tradeoff in plain numbers.

The practical snag: states do not have the data

Most states do not currently collect employment or education information from Medicaid participants, so they must build portals, redesign eligibility systems, set up data checks, train staff, and hire contractors. Examples cited include:

• Missouri: a fast-tracked $32 million appropriation and about 120 workers costing $12.5 million.
• Maryland: more than $32 million in combined state and federal spending.
• Kentucky: more than $46 million.
• Colorado: more than $51 million.
• Arizona: $65 million and roughly 150 additional staff.

Meanwhile, key exceptions, including who qualifies as medically frail, are not planned to be defined until rules due in June. States are being asked to pour a foundation before they receive the blueprint.

The Orwell check and the liberty ledger

My Orwell check: the language comes in soft. Work requirements become “community engagement.” Disenrollment becomes “program integrity.” Extra paperwork becomes “dignity.” But the system runs on compliance.

Liberty ledger: vendors and contractors get a new market; agencies get new systems and headcount; politicians get a tidy talking point. The people most likely to lose coverage are those with unstable hours, limited internet access, or health problems that are real but hard to document neatly, especially while states wait on the medically frail definition.

Georgia is currently the only state requiring some Medicaid recipients to work under its Pathways to Coverage program. A Government Accountability Office report found Georgia spent $54.2 million on administrative costs between October 2020 and March 2025, mostly financed by federal dollars.

The Paine test and the tradeoff

The Paine test: does this expand liberty, or concentrate power? Conditioning health coverage on a reporting regime concentrates power and turns coverage into a bureaucratic correctness contest. If the goal is savings, the public deserves hard numbers: projected costs, vendor contracts, error rates, and appeal timelines, not slogans. And with federal penalties for too many Medicaid payment errors starting in October 2029, states will feel pressure to overbuild controls now.