A care-hours cut arrives with no clear explanation, generated by a formula nobody can walk you through. Courts have already ruled this specific pattern unconstitutional — twice, in two different states.
The Idaho case that started this legal conversation
In K.W. v. Armstrong, Idaho residents with intellectual and developmental disabilities discovered their Medicaid home-care benefits had been slashed, with no clear explanation of why. A federal judge found the state had violated due process, ruling that Idaho's algorithm relied on limited, unreliable, and inaccurate data and that the state had failed to audit it despite knowing it needed to. The judge also required the state to explain, specifically, how and why an evaluator determined a person's needs had changed — a generic "your assessment score changed" was not enough.
Arkansas: the same pattern, a different algorithm
Arkansas replaced nurse assessments with an algorithm called Resource Utilization Groups (RUGs) to determine home care hours for Medicaid recipients. Nearly half of beneficiaries saw dramatic, unexplained cuts. In one widely reported case, the algorithm reduced an amputee's care hours because he had no "foot problems" — despite his condition having nothing to do with his feet. In Jacobs v. Gillespie, a federal court found the state had violated due process and required Arkansas to provide notice "as specific as reasonably practicable," including specific references to the beneficiary's individual assessment and the relevant factors the algorithm used. A separate Eighth Circuit ruling in Elder v. Gillespie (2022) allowed a related due process claim to proceed, rejecting the state's immunity defenses.
The legal standard these cases established
Due process requires that decisions about government benefits be made according to "ascertainable standards" applied in a rational, consistent manner — and that the person affected receives an explanation specific enough to actually understand and potentially challenge the reasoning. A cut explained only by an opaque internal score, with no way to see what specific inputs drove it, has repeatedly failed this test in court.
Why replacing the algorithm hasn't always fully fixed things
After losing in court, Arkansas moved to a new system that still used an algorithm but required health department staff to review and adjust its assessments. Even under this improved system, advocates reported continuing arbitrary cuts to some individuals' care hours — a reminder that adding human review in name only doesn't satisfy due process if the human reviewer isn't meaningfully empowered to catch and correct the algorithm's errors.
How to respond if your benefits are cut by an automated system
- Request the specific factors and data the decision was based on, not just the resulting score or category — cite your right to an explanation "as specific as reasonably practicable."
- Ask explicitly whether a human reviewed the specific facts of your case, and if so, who and what they actually reviewed.
- Document how your actual daily needs and circumstances compare to what the decision implies about you — a factual mismatch (like the "foot problems" example) is powerful, concrete evidence.
- File an appeal within your program's specific deadline — this is often shorter than general administrative appeal windows.
- Contact a legal aid organization in your state — several of the cases that successfully challenged these systems were brought by legal aid attorneys representing affected beneficiaries as a group.
What this means practically
- Courts in at least two states have found that algorithm-driven benefits cuts without a specific, individualized explanation violate due process.
- You're entitled to know the specific factors and data behind a benefits decision — not just an opaque score or category change.
- Adding a human "reviewer" doesn't automatically fix the due process problem if that reviewer isn't genuinely empowered to catch and correct errors.
- A factual error in the underlying assessment (wrong condition, outdated information) is strong, specific grounds for an appeal.
Sources
- Center for Democracy & Technology — What Happens When Computer Programs Automatically Cut Benefits: cdt.org
- Benefits Tech Advocacy Hub — Arkansas Medicaid Home and Community Based Services Hours Cuts case documentation: btah.org
Related Kibbo Tools
- Government Benefits Denial Checklist — verify evidence and appeal rights after a benefits denial or reduction.
- Administrative Decision Review & Appeal Evidence Pack — organize your case for a formal appeal.