Australia’s new aged-care algorithm leaves a 96-year-old blind woman waiting for answers
A 96-year-old blind Australian woman has become the face of a growing backlash over a new aged-care “classification algorithm” that decides home support leve...
A 96-year-old blind Australian woman has become the face of a growing backlash over a new aged-care “classification algorithm” that decides home support levels without giving clinicians the final word. Audrey Staniland’s daughter sought a reassessment late last year, hoping her mother would receive more care. Instead, the system did what it was built to do. It decided.
The case has cut straight to a bigger political fight in Australia over how much power governments should hand to opaque automated systems. The algorithm, introduced in November, has faced controversy ever since, with the government resisting opposition and crossbench demands to release documents on how it was designed.
A decision no doctor can override
Staniland’s last in-home aged care funding review by a human clinician took place more than a decade ago. When her daughter reapplied, she expected another clinical assessment. She got that, but only partly. The clinician could examine Audrey, but not change the final classification once the algorithm had spoken.
“Why are they making it so damned hard?” Staniland asked, in words that now capture the frustration of families navigating the new system.
Australia’s leading expert on health care algorithms, Kathy Eagar, says the problem runs deeper than one difficult case. After unpacking what she describes as the system’s opaque workings, she says the model should be scrapped and rebuilt from scratch if the country wants to keep an algorithm at all.
“It can only be fixed by ditching the whole algorithm and starting again, if you think that it's better to have an algorithm [rather] than an expert clinical assessor determine what a person needs,” Eagar said.
Transparency fight in Canberra
The dispute has landed in the political arena, where ministers have so far refused calls to hand over design documents. That refusal has sharpened concern about whether older Australians and their families can understand — or challenge — decisions that shape daily care at home.
The issue also fits a wider global pattern. Across countries, governments are turning to algorithms and AI systems to stretch stretched budgets, manage ageing populations and speed up public services. But the same tools that promise efficiency can also make basic decisions harder to see, harder to question and harder to trust.
In Australia, the controversy is no longer theoretical. It now sits in one household, with one 96-year-old woman and a system that will not bend. The algorithm came in November. The fight over it is still open.
