Evidence map›Paper›PMID 33740154›Full record

ArticleThe European journal of health economics : HEPAC : health economics in prevention and care2021

Rising unemployment reduces the demand for healthcare services among people with cardiovascular disease: an Australian cohort study.

Clifford Afoakwah, Son Nghiem, Paul Scuffham, Joshua Byrnes

Abstract read
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In one paragraph

Article in The European journal of health economics : HEPAC : health economics in prevention and care, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
1.2field-weighted citation impact, top 19% 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

1 citing paper in PubMed, 5 citations in OpenAlex.

  1. 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 1 institution in 1 country.

Clifford AfoakwahCentre for Applied Health Economics, Griffith University, Brisbane, QLD, Australia. c.afoakwah@griffith.edu.au.ORCID http://orcid.org/0000-0002-8551-3651
Son NghiemCentre for Applied Health Economics, Griffith University, Brisbane, QLD, Australia.
Paul ScuffhamCentre for Applied Health Economics, Griffith University, Brisbane, QLD, Australia.
Joshua ByrnesCentre for Applied Health Economics, Griffith University, Brisbane, QLD, Australia.
Griffith University · AU

Funding

Centre for Research Excellence (CRE) 1044897National Health and Medical Research Council (NHMRC) Program grant number 1055214
6 · The paper itself

Abstract

Cardiovascular diseases (CVDs) remain a global health challenge due to number of deaths and use of healthcare services related to the condition. Although a plethora of studies have shown the impact of unemployment on health outcomes, evidence on the unemployment effects on the demand for expensive cardiac healthcare services is rare. This study exploits longitudinal cohort dataset to examine the impact of variations in local level unemployment rate on the demand for healthcare services among working aged people with CVD in Australia. Our findings show an inverse relationship between unemployment and the demand for healthcare services. Specifically, we find that a rising unemployment reduces the demand for primary and secondary healthcare services, with the largest effect observed for hospital admissions and hospitalisation days. We further show that rising unemployment at the local level has a greater impact on CVD patients with comorbidities and those who live in nonremote areas. Finally, our estimates suggest that increasing local level unemployment averts a substantial number of healthcare services use, leading to an unintended cost savings of $1.2 million to the health sector.

Indexed as

Cardiovascular DiseasesUnemploymentAgedAustraliaCohort StudiesDelivery of Health CareHumansCardiovascular diseasesCost savingsHealthcare servicesUnemployment

Identifiers

PMID33740154
OpenAlexW3138789188

What OpenQuestion holds

Textmetadata
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.