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Is tech going too far in critical aged care decisions?

Apr 01, 2026
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Funding for aged care decisions has been taken over by a government algorithm, with humans shut out of the process.

Australia’s aged care reforms are facing renewed scrutiny, with growing concern that a government-backed algorithm used to allocate in-home support funding may be producing inconsistent and, in some cases, inadequate outcomes for older Australians.

The Integrated Assessment Tool (IAT), which was rolled out nationally in late 2025 through the My Aged Care system, was designed to standardise how funding is determined for home care packages. By using a rules-based algorithm to calculate need, the government has argued the model would improve consistency, reduce subjectivity, and better target limited resources.

But just months into its implementation, clinicians, advocates and families are questioning whether those goals are being met.

How the algorithm works – and where concerns lie

Under the new framework, assessors collect detailed clinical and personal information during in-home evaluations. That data is entered into the IAT, which then generates a funding classification based on a set of weighted variables and decision rules.

While the process still involves a human assessor, the final funding outcome is effectively determined by the algorithm itself. According to ABC News, assessors have limited or no ability to override the result, even where they believe it does not reflect a person’s actual needs.

This has become one of the central points of contention.

A clinician told the ABC the system “has the look and feel of the robodebt experience,” raising concerns about over-reliance on automated decision-making in a sensitive area of care. The comparison reflects broader unease about the risks of rigid, rules-based systems being applied to complex human circumstances.

Similarly, The Guardian has reported that some aged care workers view the tool as “cruel” and “inhumane”, arguing it removes professional discretion and forces assessors to accept outcomes they may fundamentally disagree with.

Real-world impacts emerging

Several individual cases have highlighted potential gaps in the system’s accuracy.

One of the most prominent, reported by the ABC, involved a man living with advanced motor neurone disease whose care needs were assessed through the algorithm. Despite requiring significant daily assistance, his funding allocation did not reflect the level of support his family and clinicians believed was necessary.

Cases like this have fuelled concern that the algorithm may struggle to account for rapidly changing or complex medical conditions – particularly those that do not fit neatly into predefined categories.

Beyond individual examples, community feedback is also mounting. Discussions in some forums describe situations where people have seen care hours reduced or funding remain static despite deteriorating health, reinforcing fears that the system may underestimate need in certain scenarios.

Complaints surge as reviews climb

The scale of concern is becoming more measurable.

More than 800 people have already sought formal reviews of their assessments since the rollout of the IAT, with hundreds of complaints lodged in a matter of months. Advocacy groups say demand for assistance has risen sharply, with one organisation reporting a 50% increase in people seeking help navigating the system.

In response, the ABC has launched a public callout for experiences, urging Australians to share their stories about aged care funding decisions – an indication of the level of public interest and concern surrounding the issue.

Transparency and accountability questions

Beyond individual outcomes, critics say the lack of transparency around how the algorithm operates is compounding unease.

Key details such as how different needs are weighted, how thresholds are set, and how the model has been tested have not been fully disclosed. Experts warn that without this visibility, it is difficult to assess whether the system is functioning as intended or identifying potential biases.

There are also concerns about governance. Some stakeholders involved in the broader reform process have reportedly expressed surprise at how heavily the final model relies on algorithmic scoring, suggesting a disconnect between policy design and implementation.

The comparison to previous automated government programs – notably robodebt – has heightened calls for caution, particularly around accountability and appeal mechanisms.

Government defends the model

The federal government maintains the IAT is a necessary reform to address longstanding inconsistencies in aged care funding.

Officials argue that the algorithm ensures decisions are applied uniformly across the country, reducing variability between assessors and improving equity. They also point to built-in safeguards, including review processes for individuals who believe their funding allocation is incorrect.

From a policy perspective, the shift reflects a broader move toward data-driven decision-making in social services – aimed at improving efficiency in a system facing rising demand from an ageing population.

Reform under pressure

The controversy comes as Australia continues to implement wide-ranging changes following the Royal Commission into Aged Care Quality and Safety, which identified significant systemic failings and called for a more equitable, needs-based system.

While the algorithm was intended to support those reforms, its rollout is now emerging as a flashpoint.

For families and older Australians, the debate is not abstract. It goes to the heart of whether the system can accurately recognise need – and respond in time.

As one advocate told the ABC, the issue is ultimately about outcomes: ensuring people receive “the care they need, when they need it,” rather than being constrained by the limits of a formula.

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