Evidence map›Paper›PMID 42085664›Full record

ArticleHealth promotion international2026

Developing a patient reported measure on out-of-pocket healthcare expenditure among Aboriginal patients: a formative study.

Courtney Ryder, Patrick Sharpe, Georga Sallows, Julieann Coombes, Ray Mahoney, Andrew Goodman, Jaquelyne T Hughes, Jessie Sleep, Talia Johnson, Odette Pearson and 9 more

Abstract read
In one paragraph

Article in Health promotion international, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed, 1 pooled it
–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

1 citing paper in PubMed, 1 synthesis or guideline pooled it.

  1. Equity, evidence and indigenous knowledges in PROMs in Australian injury research: a systematic review.Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation · 2026
    Pooled it
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

19 authors.

Courtney RyderCollege of Medicine and Public Health, Flinders University, GPO Box 2100, Adelaide 5001, South Australia, Australia.ORCID 0000-0001-6511-1965
Patrick SharpeCollege of Medicine and Public Health, Flinders University, GPO Box 2100, Adelaide 5001, South Australia, Australia.
Georga SallowsCollege of Medicine and Public Health, Flinders University, GPO Box 2100, Adelaide 5001, South Australia, Australia.ORCID 0009-0003-3771-4656
Julieann CoombesThe George Institute for Global Health, University of New South Wales, UNSW Sydney, Sydney 2052, New South Wales, Australia.
Ray MahoneyCommonwealth Scientific Industrial Research Organisations, GPO Box 2583, Brisbane 4001, Queensland, Australia.ORCID 0000-0002-6183-4071
Andrew GoodmanCommonwealth Scientific Industrial Research Organisations, GPO Box 2583, Brisbane 4001, Queensland, Australia.ORCID 0000-0002-0385-1084
Jaquelyne T HughesCollege of Medicine and Public Health, Flinders University, GPO Box 2100, Adelaide 5001, South Australia, Australia.
Jessie SleepFar West Community Partnerships, Ceduna 5690, South Australia, Australia.
Talia JohnsonCollege of Medicine and Public Health, Flinders University, GPO Box 2100, Adelaide 5001, South Australia, Australia.
Odette PearsonFaculty of Health and Medical Sciences, Adelaide University, GPO Box 2471, Adelaide 5001, South Australia, Australia.
Candice OsterCollege of Nursing and Health Sciences, Flinders University, GPO Box 2100, Adelaide 5001, South Australia, Australia.ORCID 0000-0002-8214-3704
Jonathan KarnonCollege of Medicine and Public Health, Flinders University, GPO Box 2100, Adelaide 5001, South Australia, Australia.ORCID 0000-0003-3220-2099
Claire DrummondCollege of Medicine and Public Health, Flinders University, GPO Box 2100, Adelaide 5001, South Australia, Australia.ORCID 0000-0002-0737-6567
Shanti Omodei-JamesCollege of Medicine and Public Health, Flinders University, GPO Box 2100, Adelaide 5001, South Australia, Australia.ORCID 0009-0008-3502-6557
Lavender OtienoCollege of Medicine and Public Health, Flinders University, GPO Box 2100, Adelaide 5001, South Australia, Australia.ORCID 0000-0001-6312-9088
Pip HendersonCollege of Medicine and Public Health, Flinders University, GPO Box 2100, Adelaide 5001, South Australia, Australia.
Shane D'AngeloCentre for Human Security and Social Change, La Trobe University, Melbourne 3086, Victoria, Australia.
Nayia CominosCollege of Medicine and Public Health, Flinders University, GPO Box 2100, Adelaide 5001, South Australia, Australia.
Billie BonevskiCollege of Medicine and Public Health, Flinders University, GPO Box 2100, Adelaide 5001, South Australia, Australia.

Funding

2023 Medical Research Future Funds Consumer-Led Research #2029047FHMRI Early Career Researcher KickstartMatthew Flinders Professorships and FellowshipsNational Health and Medical Research Institute Investigator #2017719
6 · The paper itself

Abstract

Healthcare costs not subsidized by the government and are covered by patients, are known as out-of-pocket healthcare expenditure (OOPHE). In Australia, OOPHE disproportionately impacts Aboriginal households, particularly in rural and remote regions. Currently no patient reported measures (PRM) to assess OOPHE exist, despite being an identified priority in Aboriginal communities. This study developed and psychometrically evaluated (validity and test-retest reliability) of an OOPHE PRM for Aboriginal households in outer regional to remote areas. This Aboriginal led study was governed by an Aboriginal Governance Group, which involved a 4-stage process: (i) identification of community-derived OOPHE themes; (ii) item development and expert judgment quantification; (iii) exploratory factor analysis (EFA) to determine factor structure through pilot testing with Aboriginal participants; and (iv) assessment of reliability and stability through test-retest methods. Stage 1 identified OOPHE themes (i.e. barriers, financial strain), informing development of a 15 item PRM in Stage 2. In Stage 3, 39 Aboriginal participants completed Test 1, with EFA revealing a two-factor model; Factor 1 (8 items, internal consistency = 0.91) and Factor 2 (6 items, internal consistency = 0.85). In Stage 4, 32 participants completed Test 2, with over 60% of items showing substantial to perfect agreement (κ = 0.61-0.87) and scale-level reliability as good to excellent (ICC = 0.75-0.92). Two items performed poorly and were removed, resulting in a final 13-item PRM. The OOPHE PRM demonstrates promising psychometric properties as a culturally grounded measure of OOPHE burden among Aboriginal families, supporting advocacy for equitable policy, funding, and health system reform.

Indexed as

Financing, PersonalHealth ExpendituresPatient Reported Outcome MeasuresAdultAustraliaFactor Analysis, StatisticalFemaleHumansMaleMiddle AgedPsychometricsReproducibility of ResultsSurveys and QuestionnairesAboriginalhealth expensesout-of-pocket healthcare expenditurepatient reported measurerural and remote

Identifiers

PMID42085664
PMCPMC13143015

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

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.