Evidence map›Paper›PMID 42032509›Full record

ArticleBMC public health2026

Health, labour market, and social service outcomes for people with Myalgic Encephalomyelitis / Chronic Fatigue Syndrome on a health or disability related benefit: an Aotearoa | New Zealand nationwide cross-sectional study using the integrated data infrastructure.

Nicholas Bowden, Keith McLeod, Francesca Anns, Leanne Catchpole, Fiona Charlton, Barry Taylor, Rosamund Vallings, Hien Vu, Warren Tate

Abstract read
In one paragraph

Article in BMC public health, 2026. 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

9 authors.

Nicholas BowdenDepartment of Paediatrics and Child Health, Dunedin School of Medicine, Ōtākou Whakaihu Waka, University of Otago, Ōtepoti, 201 Great King Street, Dunedin, Aotearoa, 9016, New Zealand. nick.bowden@otago.ac.nz.
Keith McLeodKōtātā Insight, Wellington, Aotearoa, New Zealand.
Francesca AnnsCOMPASS Research Centre, Waipapa Taumata Rau, University of Auckland, Tāmaki Makaura , Auckland, Aotearoa , New Zealand.
Leanne CatchpoleIndependent researcher, Wellington, Aotearoa , New Zealand.
Fiona CharltonIndependent researcher, Wellington, Aotearoa , New Zealand.
Barry TaylorDepartment of Paediatrics and Child Health, Dunedin School of Medicine, Ōtākou Whakaihu Waka, University of Otago, Ōtepoti, 201 Great King Street, Dunedin, Aotearoa, 9016, New Zealand.
Rosamund VallingsIndependent researcher, Wellington, Aotearoa , New Zealand.
Hien VuDepartment of Paediatrics and Child Health, Dunedin School of Medicine, Ōtākou Whakaihu Waka, University of Otago, Ōtepoti, 201 Great King Street, Dunedin, Aotearoa, 9016, New Zealand.
Warren TateDepartment of Pathology, Dunedin School of Medicine, Ōtākou Whakaihu Waka , University of Otago, Ōtepoti , Dunedin, Aotearoa, New Zealand.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundMyalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS) is a debilitating chronic condition characterised by persistent fatigue and multisystem symptoms, often leading to long-term disability and socioeconomic disadvantage. In Aotearoa New Zealand (NZ), little is known about the health, labour market, and social service outcomes of people with ME/CFS.

methodsWe conducted a nationwide cross-sectional study using the Integrated Data Infrastructure (IDI) to identify a cohort of working-age individuals (16–64 years) receiving a health or disability-related benefit with a recorded ME/CFS diagnosis. Outcomes were compared to propensity score-matched cohorts: (1) benefit recipients without ME/CFS, and (2) a general population not receiving any benefit. We examined sociodemographic characteristics, co-occurring conditions, health service utilisation, disability support use, employment and income, and benefit reliance.

resultsThe study population included 1,902 individuals with ME/CFS. Compared to the general population, the ME/CFS cohort had significantly higher rates of emergency department visits (18.8% vs. 12.8%) and pharmaceutical use (32.8% vs. 14.2% for > 10 medications), and lower current employment (18.3% vs. 83.8%). Compared to other benefit recipients, those with ME/CFS had lower hospitalisation (11.2% vs. 20.9%) and disability support service use (1.6% vs. 7.2%), but higher rates of Supported Living Payment (64.7% vs. 49.0%) and long-term benefit receipt. The ME/CFS cohort was disproportionately female and European, with notable underrepresentation of Māori, Pacific, and Asian ethnic groups.

conclusionsPeople with ME/CFS on a benefit in NZ, while only representative of a small fraction of those affected by ME/CFS, still face substantial health burdens, economic vulnerability, and limited access to appropriate supports. The findings highlight systemic policy exclusions that disadvantage individuals with chronic, fluctuating conditions. Improved diagnostic coding, inclusive eligibility criteria, and integrated, person-centred care models are urgently needed to address inequities and support this underserved population.

Indexed as

EmploymentFatigue Syndrome, ChronicSocial WorkAdolescentAdultCross-Sectional StudiesFemaleHealth ServicesHumansMaleMaori PeopleMiddle AgedNew ZealandYoung AdultChronic illnessDisability support servicesHealth service utilisationLabour market outcomesMyalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS)Population data

Identifiers

PMID42032509
PMCPMC13248332

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.