In the quiet machinery of bureaucratic reform, Australia's aged care system has begun to reveal a troubling truth: that algorithms, however efficient in design, cannot hold the full weight of human suffering. Since November, the Integrated Assessment Tool has been determining the fates of the country's most vulnerable elderly citizens — particularly those living with dementia — often assigning them less support than before, or none at all, even as their conditions worsen. Assessors, stripped of their ability to override the system's decisions, have begun advising families not to seek reassessm
Australia's aged care algorithm sparks warnings as dementia patients told to avoid reassessment
Assessors were telling people not to seek reassessment because there was no guarantee they would get more funding
So the algorithm was supposed to make aged care assessments faster and fairer. What went wrong?
It started making decisions that assessors knew were wrong—people with dementia getting less support even as their condition worsened. And because the government removed the override function, assessors couldn't fix it.
Why would they remove that ability right before launch?
That's the question. The documents don't explain the reasoning. We know it happened, but not why the government made that choice.
What we do know is that within weeks, advocacy groups were hearing from families being told not to apply for reassessment. A woman whose dementia was progressing was advised against seeking more help because people like her kept getting downgraded.
Downgraded? So they'd lose support they already had?
Yes. Or get the same amount despite needing more. The algorithm couldn't grasp the nuance of how dementia changes someone's functional abilities over time.
The documents cite examples, but we should be clear—these are cases documented by advocacy groups and assessors. We don't have independent verification of every individual case.
True, but the pattern is consistent across multiple organizations. Dementia Australia, Ageing Australia, the Older Persons Advocacy Network—all reporting the same problem.
And the government's fix is an escalation pathway instead of letting assessors override?
That's what they're proposing. But advocates are skeptical because review processes are already slow, and people are deteriorating while they wait.
Which brings us back to the core issue—the algorithm can't see what a trained clinician can see. It's making life-or-death decisions without that human judgment.
Is anyone investigating?
The Commonwealth Ombudsman is looking into it.
But we don't know yet what they'll find or recommend.
Der Puls
- Australia's aged care algorithm is systematically under-assessing dementia patients, leaving people with visibly declining health receiving the same or less support than before — and in some cases, none at all.
- Assessors, stripped of their clinical override powers just before the tool launched, have begun quietly discouraging families from seeking reassessment, knowing the system may punish them for trying.
- Advocacy groups have documented preventable deaths and severe deterioration, with one person forced to pay privately for care after the algorithm refused to approve a funding upgrade their assessor knew was urgently needed.
- State health departments logged hundreds of cases of systematic under-assessment, with Western Australia's chief health officer calling the outcomes 'catastrophic.'
- The government has proposed an escalation pathway to a departmental secretary rather than restoring clinical override — but advocates warn the review process is already too slow for people who are deteriorating or dying while they wait.
- The Commonwealth Ombudsman is now investigating, as pressure mounts for human judgment to be restored to a process that, as it stands, is making irreversible decisions without adequate accountability.
In the quiet machinery of bureaucratic reform, Australia's aged care system has begun to reveal a troubling truth: that algorithms, however efficient in design, cannot hold the full weight of human suffering. Since November, the Integrated Assessment Tool has been determining the fates of the country's most vulnerable elderly citizens — particularly those living with dementia — often assigning them less support than before, or none at all, even as their conditions worsen. Assessors, stripped of their ability to override the system's decisions, have begun advising families not to seek reassessment, fearing the algorithm will only make things worse. What has emerged is not merely a policy failure, but a moral reckoning about who bears responsibility when automated systems make life-and-death decisions.
Weeks after Australia's new aged care assessment algorithm went live in November, Dementia Australia sent an urgent letter to senior health officials. The organisation had been hearing troubling stories from across the country — among them, a woman with advancing dementia whose husband was advised by assessors not to seek a reassessment, despite her worsening condition. The reason was stark: the new system had begun producing outcomes where people with dementia received less support than before, or none at all, even as their needs grew more acute.
The Integrated Assessment Tool had launched as the government's mechanism for determining home care funding and priority. But days before its rollout, the government removed assessors' ability to override the algorithm's decisions — even when they believed those decisions were dangerously wrong. The result was a quiet crisis: families were being discouraged from applying for help, trapped between declining health and the fear that seeking reassessment would only make things worse.
By February, the warnings had grown grimmer. The Older Persons Advocacy Network submitted a paper to department officials documenting deaths they attributed to the failing system. People with extreme care needs were being left without adequate support before they died. In one case, an assessor believed a patient's existing package was grossly inadequate, but the algorithm refused to approve an upgrade — leaving the person to pay for private care out of pocket. Ageing Australia documented similar failures, including two people with Parkinson's disease, complex medical needs, and no family support, who were reassessed as requiring no additional help whatsoever. One assessor even suggested the patient seek a new diagnosis, as though relabelling the illness might unlock what the algorithm would not.
Internal health department emails confirmed that assessment organisations were explicitly telling people not to seek reassessment, and that assessors themselves had not been properly trained on the new tool. State and territory health departments logged hundreds of cases and passed them to federal counterparts. Western Australia's chief health officer described the outcomes as 'catastrophic.'
Dementia Australia's CEO called for a return of clinical oversight — the capacity for trained assessors to make judgments the algorithm could not. The government's response was to propose an 'assessment escalation pathway,' allowing assessors to refer disputed cases to the departmental secretary. But advocates warned that review processes are already lengthy, and that older people are deteriorating or dying while decisions are reconsidered. Without clearer details on how the pathway would function, it remained uncertain whether it would provide meaningful relief. The Commonwealth Ombudsman is now investigating.
In early December, weeks after Australia's new aged care assessment algorithm went live, Dementia Australia sent an urgent letter to senior health officials. The organization had been hearing troubling stories from families and care workers across the country. One case stood out: a woman with advancing dementia was entitled to about eight hours of weekly home support through a level three care package. Her condition had worsened. She needed to be reassessed to access more help. But when her husband approached the local assessment service, they advised him not to pursue it. The reason was stark—assessors had begun seeing a pattern where people with dementia came out of the new system with less support than before, or none at all, even when their needs were clearly growing worse.
The Integrated Assessment Tool, or IAT, had launched in November as the government's mechanism for determining how much funding older Australians would receive for home support and where they ranked in priority for care. Days before the rollout, the government had removed assessors' ability to override the algorithm's decisions, even when they believed the funding levels were wrong or dangerously low. The timing created a bind: people who might have benefited from reassessment were now being quietly discouraged from applying, trapped between deteriorating health and the fear that seeking help would make things worse.
By February, the warnings had intensified. The Older Persons Advocacy Network submitted a paper to department officials documenting something grimmer still—deaths they attributed to the failing system. People with extreme care needs were being left without adequate support before they died. The organization pointed to a specific mechanism of harm: clinicians could no longer intervene when the algorithm made decisions they knew were wrong, and the over-reliance on automated decision-making was contributing to preventable decline and, in some cases, death. In one example, the algorithm refused to approve a funding upgrade for someone whose health was rapidly deteriorating. The assessor believed the existing package was grossly inadequate, but the person had to pay for private care out of pocket because the system would not budge.
Ageing Australia, the national peak body for aged care, sent its own detailed paper to senior officials that same month. It documented systematic under-assessment across the board, with particular problems for people with dementia. The organization provided multiple examples of people being approved for the same level of support they already had, or less, despite clear evidence their health was declining. Two cases involved people living with Parkinson's disease—both with complex medical needs, no family support, requiring intensive medication management, diabetes care, and wound dressing. Both were reassessed under the algorithm as needing no additional support whatsoever, despite their deteriorating condition. One assessor even suggested the person seek a new diagnosis rather than apply for reconsideration, as if the algorithm's logic could be worked around by changing the label on the illness.
Internal health department emails from late December revealed that assessment organizations were explicitly telling people not to seek reassessment because there was no guarantee they would receive more funding. Assessors themselves reported they had not been properly trained on the new tool. A senior department staff member flagged this reality ahead of a meeting with advocacy groups, documenting what was happening on the ground in plain language.
State and territory health departments added their voices. Hundreds of cases were logged and passed to federal counterparts, each one a record of the algorithm systematically under-assessing older Australians. The head of the Western Australian health department, Dr. Shirley Bowen, used the word "catastrophic" to describe the outcomes she was seeing.
Tanya Buchanan, CEO of Dementia Australia, told the Guardian the organization remained concerned the assessment process could not meet the needs of people living with dementia, their families, and carers. She called for a return of clinical oversight—the ability for trained assessors to make judgments that the algorithm could not or would not make.
The government's response was to propose a new "assessment escalation pathway" rather than restore the override function. Under this system, assessors could refer cases to a system governor—the secretary of the Department of Health, Disability and Ageing—if they believed the algorithm's decision was wrong. But advocates and carers have repeatedly raised concerns that review processes for algorithm errors are already lengthy, and that older people are deteriorating or dying while waiting for decisions to be reconsidered. Samantha Edmonds, director of policy at the Older Persons Advocacy Network, said without more details about how the escalation pathway would work, it was difficult to know whether it would actually help. She emphasized that human oversight must remain part of the decision-making process, because these assessments have real consequences for how people live and die. The Commonwealth Ombudsman is investigating.
Bemerkenswerte Zitate
The inability of clinicians to intervene and over-reliance on automated decision-making is contributing to preventable deterioration and in some cases, death— Older Persons Advocacy Network, February submission to health department
We remain concerned about the IAT and the aged care assessment process being able to meet the needs of Australians living with dementia, their families and carers— Tanya Buchanan, CEO of Dementia Australia