Evidence map›Paper›PMID 40333794›Full record

ArticlePloS one2025

Exploring the impact of a personalised disability reform on people with disability and their primary carers: Evidence from the Australian national disability insurance scheme.

Bernice Hua Ma, Samia Badji, Gang Chen, Dennis Petrie

Abstract read
In one paragraph

Article in PloS one, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Bernice Hua MaCentre for Health Economics, Monash University, Caulfield East, Victoria, Australia.ORCID https://orcid.org/0000-0002-0628-7298
Samia BadjiCentre for Health Economics, Monash University, Caulfield East, Victoria, Australia.
Gang ChenCentre for Health Economics, Monash University, Caulfield East, Victoria, Australia.
Dennis PetrieCentre for Health Economics, Monash University, Caulfield East, Victoria, Australia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Australia introduced the National Disability Insurance Scheme (NDIS) in 2013 to provide personalised formal care to individuals under 65 with significant and likely permanent disability. However, many ineligible individuals now face challenges accessing care. Against the backdrop of the introduction of NDIS funding and the simultaneous defunding of other disability services due to the NDIS, this research investigates the short-term impacts of NDIS on the formal service utilisation and carer outcomes for people with profound or severe disability, irrespective of their NDIS status. Using the staggered NDIS rollout, we analyse data from the 2015 and 2018 Survey of Disability, Ageing and Carers. We compare outcomes between primary carers and care recipients in NDIS-available areas (n = 736) and NDIS-not-yet-available areas (n = 318). Results show no short-term impact of NDIS availability on formal service utilisation or frequency, or primary carer outcomes. While some individuals benefit from the NDIS, others may lose access to care. Policymakers should address NDIS equity concerns and consider targeted measures to improve carer outcomes.

Indexed as

CaregiversInsurance, DisabilityPersons with DisabilitiesAdolescentAdultAgedAustraliaFemaleHumansMaleMiddle AgedYoung Adult

Identifiers

PMID40333794
PMCPMC12057950

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.