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.authorPeiris, David P.
dc.contributor.authorGhosh, Arpita
dc.contributor.authorManne-Goehler, Jennifer M.
dc.contributor.authorJaacks, Lindsay M.
dc.contributor.authorTheilmann, Michaela
dc.contributor.authorMarcus, Maja Emilia
dc.contributor.authorZhumadilov, Zhaxybay Sh
dc.contributor.authorTsabedze, Lindiwe
dc.contributor.authorSupiyev, Adil
dc.contributor.authorSilver, Bahendeka K.
dc.contributor.authorMehio-Sibai, Abla Mehio
dc.contributor.authorNorov, Bolormaa
dc.contributor.authorMayige, Mary T.
dc.contributor.authorMartins, João Soares
dc.contributor.authorLunet, Nuno
dc.contributor.authorLabadarios, Demetre N.
dc.contributor.authorJorgensen, Jutta Mari Adelin
dc.contributor.authorHouehanou, Corine Yessito
dc.contributor.authorGuwatudde, David
dc.contributor.authorGurung, Mongal Singh
dc.contributor.authorDamasceno, A. Antonio Moura
dc.contributor.authorAryal, Krishna Kumar
dc.contributor.authorAndall-Brereton, Glennis M.
dc.contributor.authorAgoudavi, Kokou
dc.contributor.authorMcKenzie, Briar Louise
dc.contributor.authorWebster, Jacqui L.
dc.contributor.authorAtun, Rifat Ali
dc.contributor.authorBärnighausen, Till Winfried
dc.contributor.authorVollmer, Sebastian J.
dc.contributor.authorDavies, Justine Ina
dc.contributor.authorGeldsetzer, Pascal
dc.contributor.departmentEpidemiology and Population Health (EPHD)
dc.contributor.facultyFaculty of Health Sciences (FHS)
dc.contributor.institutionAmerican University of Beirut
dc.date.accessioned2025-01-24T11:34:55Z
dc.date.available2025-01-24T11:34:55Z
dc.date.issued2021
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 countries 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 medication 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 Noncommunicable Disease Interventions guidelines. Regression models examined associations 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 indicated 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. © 2021 Peiris et al. 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.
dc.identifier.doihttps://doi.org/10.1371/JOURNAL.PMED.1003485
dc.identifier.eid2-s2.0-85102482436
dc.identifier.pmid33661979
dc.identifier.urihttp://hdl.handle.net/10938/28251
dc.language.isoen
dc.publisherPublic Library of Science
dc.relation.ispartofPLoS Medicine
dc.sourceScopus
dc.subjectAdult
dc.subjectAged
dc.subjectAntihypertensive agents
dc.subjectCardiovascular diseases
dc.subjectCross-sectional studies
dc.subjectDeveloping countries
dc.subjectFemale
dc.subjectHumans
dc.subjectMale
dc.subjectMiddle aged
dc.subjectPoverty
dc.subjectRisk
dc.subjectRisk assessment
dc.subjectSelf report
dc.subjectAntihypertensive agent
dc.subjectArticle
dc.subjectCardiovascular risk factor
dc.subjectCross-sectional study
dc.subjectGlobal disease burden
dc.subjectHealth survey
dc.subjectLow income country
dc.subjectMiddle income country
dc.subjectPrevalence
dc.subjectRisk factor
dc.subjectCardiovascular disease
dc.subjectDeveloping country
dc.subjectHuman
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 data
dc.typeArticle

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