Potential impact of COVID-19 related unemployment on increased cardiovascular disease in a high-income country: Modeling health loss, cost and equity

dc.contributor.authorNghiem, Nhungen
dc.contributor.authorWilson, Nicken
dc.date.accessioned2025-06-14T17:34:44Z
dc.date.available2025-06-14T17:34:44Z
dc.date.issued2021-05-27en
dc.description.abstractBackground: Cardiovascular disease (CVD) is a leading cause of health loss and health sector economic burdens in high-income countries. Unemployment is associated with increased risk of CVD, and so there is concern that the economic downturn associated with the COVID-19 pandemic will increase the CVD burden.  Aims: This modeling study aimed to quantify potential health loss, health cost burden and health inequities among people with CVD due to additional unemployment caused by COVID-19 pandemic-related economic disruption in one high-income country: New Zealand (NZ).  Methods: We adapted an established and validated multi-state life-table model for CVD in the national NZ population. We modeled indirect effects (ie, higher CVD incidence due to high unemployment rates) for various scenarios of pandemic-related unemployment projections from the NZ Treasury.  Results: We estimated the potential CVD-related heath loss in NZ to range from 23,300 to 36,900 health-adjusted life years (HALYs) for the different unemployment scenarios. Health inequities would be increased with the per capita health loss for Māori (Indigenous population) estimated to be 3.7 times greater than for non-Māori (49.9 vs 13.5 HALYs lost per 1000 people). The estimated additional health system costs ranged between (NZ$303 million [m] to 503m in 2019 values; or US$209m to 346m).  Conclusions and policy implications: Unemployment due to the COVID-19 pandemic could cause significant health loss, increase health inequities from CVD, and impose additional health system costs in this high-income country. Prevention measures should be considered by governments to reduce this risk, including additional job creation programs and measures directed towards the primary prevention of CVD.en
dc.description.sponsorshipNN and NW were supported by the Health Research Council of NZ (grant 10/248 and grant 16/443, URL: https://www.hrc.govt.nz/). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.en
dc.description.statusPeer-revieweden
dc.format.extent14en
dc.identifier.issn1932-6203en
dc.identifier.otherPubMed:34043626en
dc.identifier.otherORCID:/0000-0003-0078-4549/work/185474062en
dc.identifier.scopus85106688839en
dc.identifier.urihttp://www.scopus.com/inward/record.url?scp=85106688839&partnerID=8YFLogxKen
dc.identifier.urihttps://hdl.handle.net/1885/733761977
dc.language.isoenen
dc.provenance.This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.en
dc.rights© 2021 The Author(s)en
dc.sourcePLoS ONEen
dc.titlePotential impact of COVID-19 related unemployment on increased cardiovascular disease in a high-income country: Modeling health loss, cost and equityen
dc.typeJournal articleen
dspace.entity.typePublicationen
local.contributor.affiliationNghiem, Nhung; University of Otagoen
local.contributor.affiliationWilson, Nick; University of Otagoen
local.identifier.citationvolume16en
local.identifier.doi10.1371/journal.pone.0246053en
local.identifier.pureb43ea287-55a5-4adf-bd1f-75f7a3c2c7f6en
local.identifier.urlhttps://www.scopus.com/pages/publications/85106688839en
local.type.statusPublisheden

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