Evidence map›Paper›PMID 36495290›Full record

ArticleHealth economics2023

Excess healthcare costs of psychological distress in young women: Evidence from linked national Medicare claims data.

Danusha Jayawardana, Brenda Gannon, Jenny Doust, Gita D Mishra

Open access · hybridAbstract read
In one paragraph

Article in Health economics, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
2.2field-weighted citation impact, top 12% of its field
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

5 citing papers in PubMed, 9 citations in OpenAlex.

  1. Healthcare cost for non-hospital services and pharmaceuticals among breast cancer survivors: an event study.The European journal of health economics : HEPAC : health economics in prevention and care · 2026
    Article
  2. Article
  3. Counting the Cost: The Hidden Financial Realities of Neuromuscular Disease Through Patient and Family Perspectives.Health expectations : an international journal of public participation in health care and health policy · 2025
    Article
  4. Article
  5. Article
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 at 2 institutions in 1 country.

Danusha JayawardanaCentre for Health Economics, Monash Business School, Monash University, Caulfield East, Victoria, Australia.ORCID 0000-0002-6197-797X
Brenda GannonSchool of Economics and Centre for the Business and Economics of Health, University of Queensland, St Lucia, Queensland, Australia.ORCID 0000-0002-3672-4030
Jenny DoustNHMRC Centre for Research Excellence on Women and Non-Communicable Diseases (CRE WaND), School of Public Health, The University of Queensland, Herston, Queensland, Australia.
Gita D MishraNHMRC Centre for Research Excellence on Women and Non-Communicable Diseases (CRE WaND), School of Public Health, The University of Queensland, Herston, Queensland, Australia.
Queensland Health · AUMonash Health · AU

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The prevalence of mental health disorders in young adults is increasing, yet there is limited empirical evidence on its economic consequences. We contribute to the literature by estimating the healthcare costs of psychological distress using panel data of young women (aged 18-23 years with a 5-year follow-up) from the Australian Longitudinal Study on Women's Health and linked administrative data from Medicare Australia. Our empirical strategy is based on the classical two-part model of healthcare costs with individual specific fixed-effects. We complement our analysis with a test for selection on unobservables to address potential concerns of endogeneity. We find that young women with psychological distress have 15% higher annual healthcare costs (excluding hospital costs) than women with no psychological distress. A large proportion of these costs is driven by the use of antidepressants and the services of psychiatrists and psychologists. We further find that women with psychological distress have higher out-of-pocket costs on these mental health related services compared to non-mental health specific services. Additionally, we show that the effect of psychological distress on healthcare costs is highest during the first 6 months of onset, which gradually decreases afterwards. The findings justify the importance of policy initiatives towards early prevention and treatment of psychological distress, especially among young women.

Indexed as

Mental Health ServicesNational Health ProgramsAgedAustraliaFemaleHealth Care CostsHumansLongitudinal StudiesStress, PsychologicalYoung AdultAustraliahealthcare costspsychological distressyoung women

Identifiers

PMID36495290
PMCPMC10947058
OpenAlexW4311019913

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.