Cardiovascular disease risk profile and management practices in 45 low-income and middle-income countries: A cross-sectional study of nationally representative individual-level survey data

dc.contributor.authorDavid Peiris
dc.contributor.authorArpita Ghosh
dc.contributor.authorJennifer Manne-Goehler
dc.contributor.authorLindsay M. Jaacks
dc.contributor.authorMichaela Theilmann
dc.contributor.authorMaja E. Marcus
dc.contributor.authorZhaxybay Zhumadilov
dc.contributor.authorLindiwe Tsabedze
dc.contributor.authorAdil Supiyev
dc.contributor.authorSilver Bahendeka
dc.contributor.authorAbla Mehio Sibai
dc.contributor.authorБолормаа Норов
dc.contributor.authorMary Mayige
dc.contributor.authorJoão Martins
dc.contributor.authorNuno Lunet
dc.contributor.authorDemetre Labadarios
dc.contributor.authorJutta M Adelin Jorgensen
dc.contributor.authorCorine Houéhanou
dc.contributor.authorDavid Guwatudde
dc.contributor.authorMongal Singh Gurung
dc.contributor.authorAlbertino Damasceno
dc.contributor.authorKrishna Kumar Aryal
dc.contributor.authorGlennis Andall-Brereton
dc.contributor.authorKokou Agoudavi
dc.contributor.authorBriar McKenzie
dc.contributor.authorJacqui Webster
dc.contributor.authorRifat Atun
dc.contributor.authorTill Bärnighausen
dc.contributor.authorSebastián Vollmer
dc.contributor.authorJustine Davies
dc.contributor.authorPascal Geldsetzer
dc.date.accessioned2025-08-21T09:09:04Z
dc.date.available2025-08-21T09:09:04Z
dc.date.issued2021-03-04
dc.description.abstractBackground Global cardiovascular disease (CVD) burden is high and rising, especially in low-income and middle-income countries (LMICs). Focussing on 45 LMICs, we aimed to determine (1) the adult population’s median 10-year predicted CVD risk, including its variation within coun tries by socio-demographic characteristics, and (2) the prevalence of self-reported blood pressure (BP) medication use among those with and without an indication for such medica tion as per World Health Organization (WHO) guidelines. Methods and findings We conducted a cross-sectional analysis of nationally representative household surveys from 45 LMICs carried out between 2005 and 2017, with 32 surveys being WHO Stepwise Approach to Surveillance (STEPS) surveys. Country-specific median 10-year CVD risk was calculated using the 2019 WHO CVD Risk Chart Working Group non-laboratory-based equations. BP medication indications were based on the WHO Package of Essential Non communicable Disease Interventions guidelines. Regression models examined associa tions between CVD risk, BP medication use, and socio-demographic characteristics. Our complete case analysis included 600,484 adults from 45 countries. Median 10-year CVD risk (interquartile range [IQR]) for males and females was 2.7% (2.3%–4.2%) and 1.6% (1.3%–2.1%), respectively, with estimates indicating the lowest risk in sub-Saharan Africa and highest in Europe and the Eastern Mediterranean. Higher educational attainment and current employment were associated with lower CVD risk in most countries. Of those indi cated for BP medication, the median (IQR) percentage taking medication was 24.2% (15.4%–37.2%) for males and 41.6% (23.9%–53.8%) for females. Conversely, a median (IQR) 47.1% (36.1%–58.6%) of all people taking a BP medication were not indicated for such based on CVD risk status. There was no association between BP medication use and socio-demographic characteristics in most of the 45 study countries. Study limitations include variation in country survey methods, most notably the sample age range and year of data collection, insufficient data to use the laboratory-based CVD risk equations, and an inability to determine past history of a CVD diagnosis. Conclusions This study found underuse of guideline-indicated BP medication in people with elevated CVD risk and overuse by people with lower CVD risk. Country-specific targeted policies are needed to help improve the identification and management of those at highest CVD risk.en
dc.identifier.citationPeiris D. et al. (2021). Cardiovascular disease risk profile and management practices in 45 low- and middle-income countries. PLOS Medicine. https://doi.org/10.1371/journal.pmed.1003485en
dc.identifier.doi10.1371/journal.pmed.1003485
dc.identifier.urihttps://doi.org/10.1371/journal.pmed.1003485
dc.identifier.urihttps://nur.nu.edu.kz/handle/123456789/9759
dc.language.isoen
dc.publisherPublic Library of Science (PLoS)
dc.relation.ispartofPLOS Medicineen
dc.rightsOpen accessen
dc.sourcePLOS Medicine, e1003485, (2021)en
dc.subjecttype of access: open accessen
dc.titleCardiovascular disease risk profile and management practices in 45 low-income and middle-income countries: A cross-sectional study of nationally representative individual-level survey dataen
dc.typeJournal Articleen

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