Evidence map›Paper›PMID 40608176›Full record

ArticleThe European journal of health economics : HEPAC : health economics in prevention and care2026

Trends in physical and mental health needs across generations in Australia.

Sabrina Lenzen, Luke Connelly, William Whittaker, Stephen Birch

Abstract read
In one paragraph

Article in The European journal of health economics : HEPAC : health economics in prevention and care, 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

4 authors.

Sabrina LenzenCentre for the Business and Economics of Health, The University of Queensland, QLD, St Lucia, 4072, Australia. s.lenzen@uq.edu.au.ORCID http://orcid.org/0000-0001-9924-5478
Luke ConnellyDepartment of Sociology and Business Law, The University of Bologna, 40126, Bologna, Italy.
William WhittakerInstitute of Population Health, Public Health, Policy and Systems, University of Liverpool, Liverpool, UK.
Stephen BirchDivision of Population Health, Health Services Research & Primary Care, The University of Manchester, Manchester, UK.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Despite evidence of changes in age-specific incidence and prevalence rates for chronic conditions and disease, future health resource planning is often based on historical age- and gender-specific service use, neglecting changes in the need for care within age groups between generations. This paper studies differences in health needs by age and gender across birth cohorts in Australia and considers the implications for future health service planning. Whilst controlling for age and period effects, we find that more recent-born female birth cohorts have higher prevalence rates of long-term health conditions than earlier-born cohorts, whereas we don't find an effect for males. The increase for females corresponds with an increase in probable mental disorders, and while we also find an increase in probable mental disorders among males, decreases in physical impairment rates among both genders offset the overall rates of long-term health conditions among males but not among females, where increases in probable mental disorders are larger. Comparing projections of mental health service requirements that integrate cohort effects, as opposed to those that do not, shows that traditional planning models may underestimate health service requirements for the future. Our findings suggest that health service planners should relax assumptions about constant age-specific use.

Indexed as

Health Services Needs and DemandMental DisordersMental Health ServicesAdolescentAdultAgedAged, 80 and overAge FactorsAustraliaBirth CohortChildChronic DiseaseFemaleHumansMaleMiddle AgedBirth cohortsHealth service planningHILDAMental healthNeeds-based

Identifiers

PMID40608176
PMCPMC12929269

What OpenQuestion holds

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LicenceCC BY
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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.