Cargando…

Diagnostic testing for hypertension, diabetes, and hypercholesterolaemia in low-income and middle-income countries: a cross-sectional study of data for 994 185 individuals from 57 nationally representative surveys

BACKGROUND: Testing for the risk factors of cardiovascular disease, which include hypertension, diabetes, and hypercholesterolaemia, is important for timely and effective risk management. Yet few studies have quantified and analysed testing of cardiovascular risk factors in low-income and middle-inc...

Descripción completa

Detalles Bibliográficos
Autores principales: Ochmann, Sophie, von Polenz, Isabelle, Marcus, Maja-Emilia, Theilmann, Michaela, Flood, David, Agoudavi, Kokou, Aryal, Krishna Kumar, Bahendeka, Silver, Bicaba, Brice, Bovet, Pascal, Brant, Luisa Campos Caldeira, Malta, Deborah Carvalho, Damasceno, Albertino, Farzadfar, Farshad, Gathecha, Gladwell, Ghanbari, Ali, Gurung, Mongal, Guwatudde, David, Houehanou, Corine, Houinato, Dismand, Hwalla, Nahla, Jorgensen, Jutta Adelin, Karki, Khem B, Lunet, Nuno, Martins, Joao, Mayige, Mary, Moghaddam, Sahar Saeedi, Mwalim, Omar, Mwangi, Kibachio Joseph, Norov, Bolormaa, Quesnel-Crooks, Sarah, Rezaei, Negar, Sibai, Abla M, Sturua, Lela, Tsabedze, Lindiwe, Wong-McClure, Roy, Davies, Justine, Geldsetzer, Pascal, Bärnighausen, Till, Atun, Rifat, Manne-Goehler, Jennifer, Vollmer, Sebastian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10480389/
https://www.ncbi.nlm.nih.gov/pubmed/37591584
http://dx.doi.org/10.1016/S2214-109X(23)00280-2
_version_ 1785101774208630784
author Ochmann, Sophie
von Polenz, Isabelle
Marcus, Maja-Emilia
Theilmann, Michaela
Flood, David
Agoudavi, Kokou
Aryal, Krishna Kumar
Bahendeka, Silver
Bicaba, Brice
Bovet, Pascal
Brant, Luisa Campos Caldeira
Malta, Deborah Carvalho
Damasceno, Albertino
Farzadfar, Farshad
Gathecha, Gladwell
Ghanbari, Ali
Gurung, Mongal
Guwatudde, David
Houehanou, Corine
Houinato, Dismand
Hwalla, Nahla
Jorgensen, Jutta Adelin
Karki, Khem B
Lunet, Nuno
Martins, Joao
Mayige, Mary
Moghaddam, Sahar Saeedi
Mwalim, Omar
Mwangi, Kibachio Joseph
Norov, Bolormaa
Quesnel-Crooks, Sarah
Rezaei, Negar
Sibai, Abla M
Sturua, Lela
Tsabedze, Lindiwe
Wong-McClure, Roy
Davies, Justine
Geldsetzer, Pascal
Bärnighausen, Till
Atun, Rifat
Manne-Goehler, Jennifer
Vollmer, Sebastian
author_facet Ochmann, Sophie
von Polenz, Isabelle
Marcus, Maja-Emilia
Theilmann, Michaela
Flood, David
Agoudavi, Kokou
Aryal, Krishna Kumar
Bahendeka, Silver
Bicaba, Brice
Bovet, Pascal
Brant, Luisa Campos Caldeira
Malta, Deborah Carvalho
Damasceno, Albertino
Farzadfar, Farshad
Gathecha, Gladwell
Ghanbari, Ali
Gurung, Mongal
Guwatudde, David
Houehanou, Corine
Houinato, Dismand
Hwalla, Nahla
Jorgensen, Jutta Adelin
Karki, Khem B
Lunet, Nuno
Martins, Joao
Mayige, Mary
Moghaddam, Sahar Saeedi
Mwalim, Omar
Mwangi, Kibachio Joseph
Norov, Bolormaa
Quesnel-Crooks, Sarah
Rezaei, Negar
Sibai, Abla M
Sturua, Lela
Tsabedze, Lindiwe
Wong-McClure, Roy
Davies, Justine
Geldsetzer, Pascal
Bärnighausen, Till
Atun, Rifat
Manne-Goehler, Jennifer
Vollmer, Sebastian
author_sort Ochmann, Sophie
collection PubMed
description BACKGROUND: Testing for the risk factors of cardiovascular disease, which include hypertension, diabetes, and hypercholesterolaemia, is important for timely and effective risk management. Yet few studies have quantified and analysed testing of cardiovascular risk factors in low-income and middle-income countries (LMICs) with respect to sociodemographic inequalities. We aimed to address this knowledge gap. METHODS: In this cross-sectional analysis, we pooled individual-level data for non-pregnant adults aged 18 years or older from nationally representative surveys done between Jan 1, 2010, and Dec 31, 2019 in LMICs that included a question about whether respondents had ever had their blood pressure, glucose, or cholesterol measured. We analysed diagnostic testing performance by quantifying the overall proportion of people who had ever been tested for these cardiovascular risk factors and the proportion of individuals who met the diagnostic testing criteria in the WHO package of essential noncommunicable disease interventions for primary care (PEN) guidelines (ie, a BMI >30 kg/m(2) or a BMI >25 kg/m(2) among people aged 40 years or older). We disaggregated and compared diagnostic testing performance by sex, wealth quintile, and education using two-sided t tests and multivariable logistic regression models. FINDINGS: Our sample included data for 994 185 people from 57 surveys. 19·1% (95% CI 18·5–19·8) of the 943 259 people in the hypertension sample met the WHO PEN criteria for diagnostic testing, of whom 78·6% (77·8–79·2) were tested. 23·8% (23·4–24·3) of the 225 707 people in the diabetes sample met the WHO PEN criteria for diagnostic testing, of whom 44·9% (43·7–46·2) were tested. Finally, 27·4% (26·3–28·6) of the 250 573 people in the hypercholesterolaemia sample met the WHO PEN criteria for diagnostic testing, of whom 39·7% (37·1–2·4) were tested. Women were more likely than men to be tested for hypertension and diabetes, and people in higher wealth quintiles compared with those in the lowest wealth quintile were more likely to be tested for all three risk factors, as were people with at least secondary education compared with those with less than primary education. INTERPRETATION: Our study shows opportunities for health systems in LMICs to improve the targeting of diagnostic testing for cardiovascular risk factors and adherence to diagnostic testing guidelines. Risk-factor-based testing recommendations rather than sociodemographic characteristics should determine which individuals are tested. FUNDING: Harvard McLennan Family Fund, the Alexander von Humboldt Foundation, and the National Heart, Lung, and Blood Institute of the US National Institutes of Health.
format Online
Article
Text
id pubmed-10480389
institution National Center for Biotechnology Information
language English
publishDate 2023
record_format MEDLINE/PubMed
spelling pubmed-104803892023-09-06 Diagnostic testing for hypertension, diabetes, and hypercholesterolaemia in low-income and middle-income countries: a cross-sectional study of data for 994 185 individuals from 57 nationally representative surveys Ochmann, Sophie von Polenz, Isabelle Marcus, Maja-Emilia Theilmann, Michaela Flood, David Agoudavi, Kokou Aryal, Krishna Kumar Bahendeka, Silver Bicaba, Brice Bovet, Pascal Brant, Luisa Campos Caldeira Malta, Deborah Carvalho Damasceno, Albertino Farzadfar, Farshad Gathecha, Gladwell Ghanbari, Ali Gurung, Mongal Guwatudde, David Houehanou, Corine Houinato, Dismand Hwalla, Nahla Jorgensen, Jutta Adelin Karki, Khem B Lunet, Nuno Martins, Joao Mayige, Mary Moghaddam, Sahar Saeedi Mwalim, Omar Mwangi, Kibachio Joseph Norov, Bolormaa Quesnel-Crooks, Sarah Rezaei, Negar Sibai, Abla M Sturua, Lela Tsabedze, Lindiwe Wong-McClure, Roy Davies, Justine Geldsetzer, Pascal Bärnighausen, Till Atun, Rifat Manne-Goehler, Jennifer Vollmer, Sebastian Lancet Glob Health Article BACKGROUND: Testing for the risk factors of cardiovascular disease, which include hypertension, diabetes, and hypercholesterolaemia, is important for timely and effective risk management. Yet few studies have quantified and analysed testing of cardiovascular risk factors in low-income and middle-income countries (LMICs) with respect to sociodemographic inequalities. We aimed to address this knowledge gap. METHODS: In this cross-sectional analysis, we pooled individual-level data for non-pregnant adults aged 18 years or older from nationally representative surveys done between Jan 1, 2010, and Dec 31, 2019 in LMICs that included a question about whether respondents had ever had their blood pressure, glucose, or cholesterol measured. We analysed diagnostic testing performance by quantifying the overall proportion of people who had ever been tested for these cardiovascular risk factors and the proportion of individuals who met the diagnostic testing criteria in the WHO package of essential noncommunicable disease interventions for primary care (PEN) guidelines (ie, a BMI >30 kg/m(2) or a BMI >25 kg/m(2) among people aged 40 years or older). We disaggregated and compared diagnostic testing performance by sex, wealth quintile, and education using two-sided t tests and multivariable logistic regression models. FINDINGS: Our sample included data for 994 185 people from 57 surveys. 19·1% (95% CI 18·5–19·8) of the 943 259 people in the hypertension sample met the WHO PEN criteria for diagnostic testing, of whom 78·6% (77·8–79·2) were tested. 23·8% (23·4–24·3) of the 225 707 people in the diabetes sample met the WHO PEN criteria for diagnostic testing, of whom 44·9% (43·7–46·2) were tested. Finally, 27·4% (26·3–28·6) of the 250 573 people in the hypercholesterolaemia sample met the WHO PEN criteria for diagnostic testing, of whom 39·7% (37·1–2·4) were tested. Women were more likely than men to be tested for hypertension and diabetes, and people in higher wealth quintiles compared with those in the lowest wealth quintile were more likely to be tested for all three risk factors, as were people with at least secondary education compared with those with less than primary education. INTERPRETATION: Our study shows opportunities for health systems in LMICs to improve the targeting of diagnostic testing for cardiovascular risk factors and adherence to diagnostic testing guidelines. Risk-factor-based testing recommendations rather than sociodemographic characteristics should determine which individuals are tested. FUNDING: Harvard McLennan Family Fund, the Alexander von Humboldt Foundation, and the National Heart, Lung, and Blood Institute of the US National Institutes of Health. 2023-09 /pmc/articles/PMC10480389/ /pubmed/37591584 http://dx.doi.org/10.1016/S2214-109X(23)00280-2 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This is an Open Access article under the CC BY-NC-ND 4.0 license.
spellingShingle Article
Ochmann, Sophie
von Polenz, Isabelle
Marcus, Maja-Emilia
Theilmann, Michaela
Flood, David
Agoudavi, Kokou
Aryal, Krishna Kumar
Bahendeka, Silver
Bicaba, Brice
Bovet, Pascal
Brant, Luisa Campos Caldeira
Malta, Deborah Carvalho
Damasceno, Albertino
Farzadfar, Farshad
Gathecha, Gladwell
Ghanbari, Ali
Gurung, Mongal
Guwatudde, David
Houehanou, Corine
Houinato, Dismand
Hwalla, Nahla
Jorgensen, Jutta Adelin
Karki, Khem B
Lunet, Nuno
Martins, Joao
Mayige, Mary
Moghaddam, Sahar Saeedi
Mwalim, Omar
Mwangi, Kibachio Joseph
Norov, Bolormaa
Quesnel-Crooks, Sarah
Rezaei, Negar
Sibai, Abla M
Sturua, Lela
Tsabedze, Lindiwe
Wong-McClure, Roy
Davies, Justine
Geldsetzer, Pascal
Bärnighausen, Till
Atun, Rifat
Manne-Goehler, Jennifer
Vollmer, Sebastian
Diagnostic testing for hypertension, diabetes, and hypercholesterolaemia in low-income and middle-income countries: a cross-sectional study of data for 994 185 individuals from 57 nationally representative surveys
title Diagnostic testing for hypertension, diabetes, and hypercholesterolaemia in low-income and middle-income countries: a cross-sectional study of data for 994 185 individuals from 57 nationally representative surveys
title_full Diagnostic testing for hypertension, diabetes, and hypercholesterolaemia in low-income and middle-income countries: a cross-sectional study of data for 994 185 individuals from 57 nationally representative surveys
title_fullStr Diagnostic testing for hypertension, diabetes, and hypercholesterolaemia in low-income and middle-income countries: a cross-sectional study of data for 994 185 individuals from 57 nationally representative surveys
title_full_unstemmed Diagnostic testing for hypertension, diabetes, and hypercholesterolaemia in low-income and middle-income countries: a cross-sectional study of data for 994 185 individuals from 57 nationally representative surveys
title_short Diagnostic testing for hypertension, diabetes, and hypercholesterolaemia in low-income and middle-income countries: a cross-sectional study of data for 994 185 individuals from 57 nationally representative surveys
title_sort diagnostic testing for hypertension, diabetes, and hypercholesterolaemia in low-income and middle-income countries: a cross-sectional study of data for 994 185 individuals from 57 nationally representative surveys
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10480389/
https://www.ncbi.nlm.nih.gov/pubmed/37591584
http://dx.doi.org/10.1016/S2214-109X(23)00280-2
work_keys_str_mv AT ochmannsophie diagnostictestingforhypertensiondiabetesandhypercholesterolaemiainlowincomeandmiddleincomecountriesacrosssectionalstudyofdatafor994185individualsfrom57nationallyrepresentativesurveys
AT vonpolenzisabelle diagnostictestingforhypertensiondiabetesandhypercholesterolaemiainlowincomeandmiddleincomecountriesacrosssectionalstudyofdatafor994185individualsfrom57nationallyrepresentativesurveys
AT marcusmajaemilia diagnostictestingforhypertensiondiabetesandhypercholesterolaemiainlowincomeandmiddleincomecountriesacrosssectionalstudyofdatafor994185individualsfrom57nationallyrepresentativesurveys
AT theilmannmichaela diagnostictestingforhypertensiondiabetesandhypercholesterolaemiainlowincomeandmiddleincomecountriesacrosssectionalstudyofdatafor994185individualsfrom57nationallyrepresentativesurveys
AT flooddavid diagnostictestingforhypertensiondiabetesandhypercholesterolaemiainlowincomeandmiddleincomecountriesacrosssectionalstudyofdatafor994185individualsfrom57nationallyrepresentativesurveys
AT agoudavikokou diagnostictestingforhypertensiondiabetesandhypercholesterolaemiainlowincomeandmiddleincomecountriesacrosssectionalstudyofdatafor994185individualsfrom57nationallyrepresentativesurveys
AT aryalkrishnakumar diagnostictestingforhypertensiondiabetesandhypercholesterolaemiainlowincomeandmiddleincomecountriesacrosssectionalstudyofdatafor994185individualsfrom57nationallyrepresentativesurveys
AT bahendekasilver diagnostictestingforhypertensiondiabetesandhypercholesterolaemiainlowincomeandmiddleincomecountriesacrosssectionalstudyofdatafor994185individualsfrom57nationallyrepresentativesurveys
AT bicababrice diagnostictestingforhypertensiondiabetesandhypercholesterolaemiainlowincomeandmiddleincomecountriesacrosssectionalstudyofdatafor994185individualsfrom57nationallyrepresentativesurveys
AT bovetpascal diagnostictestingforhypertensiondiabetesandhypercholesterolaemiainlowincomeandmiddleincomecountriesacrosssectionalstudyofdatafor994185individualsfrom57nationallyrepresentativesurveys
AT brantluisacamposcaldeira diagnostictestingforhypertensiondiabetesandhypercholesterolaemiainlowincomeandmiddleincomecountriesacrosssectionalstudyofdatafor994185individualsfrom57nationallyrepresentativesurveys
AT maltadeborahcarvalho diagnostictestingforhypertensiondiabetesandhypercholesterolaemiainlowincomeandmiddleincomecountriesacrosssectionalstudyofdatafor994185individualsfrom57nationallyrepresentativesurveys
AT damascenoalbertino diagnostictestingforhypertensiondiabetesandhypercholesterolaemiainlowincomeandmiddleincomecountriesacrosssectionalstudyofdatafor994185individualsfrom57nationallyrepresentativesurveys
AT farzadfarfarshad diagnostictestingforhypertensiondiabetesandhypercholesterolaemiainlowincomeandmiddleincomecountriesacrosssectionalstudyofdatafor994185individualsfrom57nationallyrepresentativesurveys
AT gathechagladwell diagnostictestingforhypertensiondiabetesandhypercholesterolaemiainlowincomeandmiddleincomecountriesacrosssectionalstudyofdatafor994185individualsfrom57nationallyrepresentativesurveys
AT ghanbariali diagnostictestingforhypertensiondiabetesandhypercholesterolaemiainlowincomeandmiddleincomecountriesacrosssectionalstudyofdatafor994185individualsfrom57nationallyrepresentativesurveys
AT gurungmongal diagnostictestingforhypertensiondiabetesandhypercholesterolaemiainlowincomeandmiddleincomecountriesacrosssectionalstudyofdatafor994185individualsfrom57nationallyrepresentativesurveys
AT guwatuddedavid diagnostictestingforhypertensiondiabetesandhypercholesterolaemiainlowincomeandmiddleincomecountriesacrosssectionalstudyofdatafor994185individualsfrom57nationallyrepresentativesurveys
AT houehanoucorine diagnostictestingforhypertensiondiabetesandhypercholesterolaemiainlowincomeandmiddleincomecountriesacrosssectionalstudyofdatafor994185individualsfrom57nationallyrepresentativesurveys
AT houinatodismand diagnostictestingforhypertensiondiabetesandhypercholesterolaemiainlowincomeandmiddleincomecountriesacrosssectionalstudyofdatafor994185individualsfrom57nationallyrepresentativesurveys
AT hwallanahla diagnostictestingforhypertensiondiabetesandhypercholesterolaemiainlowincomeandmiddleincomecountriesacrosssectionalstudyofdatafor994185individualsfrom57nationallyrepresentativesurveys
AT jorgensenjuttaadelin diagnostictestingforhypertensiondiabetesandhypercholesterolaemiainlowincomeandmiddleincomecountriesacrosssectionalstudyofdatafor994185individualsfrom57nationallyrepresentativesurveys
AT karkikhemb diagnostictestingforhypertensiondiabetesandhypercholesterolaemiainlowincomeandmiddleincomecountriesacrosssectionalstudyofdatafor994185individualsfrom57nationallyrepresentativesurveys
AT lunetnuno diagnostictestingforhypertensiondiabetesandhypercholesterolaemiainlowincomeandmiddleincomecountriesacrosssectionalstudyofdatafor994185individualsfrom57nationallyrepresentativesurveys
AT martinsjoao diagnostictestingforhypertensiondiabetesandhypercholesterolaemiainlowincomeandmiddleincomecountriesacrosssectionalstudyofdatafor994185individualsfrom57nationallyrepresentativesurveys
AT mayigemary diagnostictestingforhypertensiondiabetesandhypercholesterolaemiainlowincomeandmiddleincomecountriesacrosssectionalstudyofdatafor994185individualsfrom57nationallyrepresentativesurveys
AT moghaddamsaharsaeedi diagnostictestingforhypertensiondiabetesandhypercholesterolaemiainlowincomeandmiddleincomecountriesacrosssectionalstudyofdatafor994185individualsfrom57nationallyrepresentativesurveys
AT mwalimomar diagnostictestingforhypertensiondiabetesandhypercholesterolaemiainlowincomeandmiddleincomecountriesacrosssectionalstudyofdatafor994185individualsfrom57nationallyrepresentativesurveys
AT mwangikibachiojoseph diagnostictestingforhypertensiondiabetesandhypercholesterolaemiainlowincomeandmiddleincomecountriesacrosssectionalstudyofdatafor994185individualsfrom57nationallyrepresentativesurveys
AT norovbolormaa diagnostictestingforhypertensiondiabetesandhypercholesterolaemiainlowincomeandmiddleincomecountriesacrosssectionalstudyofdatafor994185individualsfrom57nationallyrepresentativesurveys
AT quesnelcrookssarah diagnostictestingforhypertensiondiabetesandhypercholesterolaemiainlowincomeandmiddleincomecountriesacrosssectionalstudyofdatafor994185individualsfrom57nationallyrepresentativesurveys
AT rezaeinegar diagnostictestingforhypertensiondiabetesandhypercholesterolaemiainlowincomeandmiddleincomecountriesacrosssectionalstudyofdatafor994185individualsfrom57nationallyrepresentativesurveys
AT sibaiablam diagnostictestingforhypertensiondiabetesandhypercholesterolaemiainlowincomeandmiddleincomecountriesacrosssectionalstudyofdatafor994185individualsfrom57nationallyrepresentativesurveys
AT sturualela diagnostictestingforhypertensiondiabetesandhypercholesterolaemiainlowincomeandmiddleincomecountriesacrosssectionalstudyofdatafor994185individualsfrom57nationallyrepresentativesurveys
AT tsabedzelindiwe diagnostictestingforhypertensiondiabetesandhypercholesterolaemiainlowincomeandmiddleincomecountriesacrosssectionalstudyofdatafor994185individualsfrom57nationallyrepresentativesurveys
AT wongmcclureroy diagnostictestingforhypertensiondiabetesandhypercholesterolaemiainlowincomeandmiddleincomecountriesacrosssectionalstudyofdatafor994185individualsfrom57nationallyrepresentativesurveys
AT daviesjustine diagnostictestingforhypertensiondiabetesandhypercholesterolaemiainlowincomeandmiddleincomecountriesacrosssectionalstudyofdatafor994185individualsfrom57nationallyrepresentativesurveys
AT geldsetzerpascal diagnostictestingforhypertensiondiabetesandhypercholesterolaemiainlowincomeandmiddleincomecountriesacrosssectionalstudyofdatafor994185individualsfrom57nationallyrepresentativesurveys
AT barnighausentill diagnostictestingforhypertensiondiabetesandhypercholesterolaemiainlowincomeandmiddleincomecountriesacrosssectionalstudyofdatafor994185individualsfrom57nationallyrepresentativesurveys
AT atunrifat diagnostictestingforhypertensiondiabetesandhypercholesterolaemiainlowincomeandmiddleincomecountriesacrosssectionalstudyofdatafor994185individualsfrom57nationallyrepresentativesurveys
AT mannegoehlerjennifer diagnostictestingforhypertensiondiabetesandhypercholesterolaemiainlowincomeandmiddleincomecountriesacrosssectionalstudyofdatafor994185individualsfrom57nationallyrepresentativesurveys
AT vollmersebastian diagnostictestingforhypertensiondiabetesandhypercholesterolaemiainlowincomeandmiddleincomecountriesacrosssectionalstudyofdatafor994185individualsfrom57nationallyrepresentativesurveys