Diabetes risk and provision of diabetes prevention activities in 44 low-income and middle-income countries: a cross-sectional analysis of nationally representative, individual-level survey data

dc.contributor.authorRahim, Nicholas Errol
dc.contributor.authorFlood, David C.
dc.contributor.authorMarcus, Maja Emilia
dc.contributor.authorTheilmann, Michaela
dc.contributor.authorAung, Taing Nandi
dc.contributor.authorAgoudavi, Kokou
dc.contributor.authorAryal, Krishna Kumar
dc.contributor.authorBahendeka, Silver Karaireho
dc.contributor.authorBicaba, Brice Wilfried
dc.contributor.authorBovet, Pascal
dc.contributor.authorDiallo, Alpha Oumar
dc.contributor.authorFarzadfar, Farshad
dc.contributor.authorGuwatudde, David
dc.contributor.authorHouehanou, Corine Yessito
dc.contributor.authorHouinato, Dismand Stephan
dc.contributor.authorHwalla, Nahla C.
dc.contributor.authorJorgensen, Jutta Mari Adelin
dc.contributor.authorKagaruki, Gibson Benard
dc.contributor.authorMayige, Mary T.
dc.contributor.authorWong-McClure, Roy A.
dc.contributor.authorLarijani, Bagher A.
dc.contributor.authorSaeedi Moghaddam, Sahar
dc.contributor.authorMwalim, Omar
dc.contributor.authorKibachio, Joseph M.
dc.contributor.authorSarkar, Sudipa
dc.contributor.authorMehio-Sibai, Abla Mehio
dc.contributor.authorSturua, Lela Z.
dc.contributor.authorWesseh, Chea Sanford
dc.contributor.authorGeldsetzer, Pascal
dc.contributor.authorAtun, Rifat Ali
dc.contributor.authorVollmer, Sebastian J.
dc.contributor.authorBärnighausen, Till Winfried
dc.contributor.authorDavies, Justine Ina
dc.contributor.authorAli, Mohammed Kumail
dc.contributor.authorSeiglie, Jacqueline Anne
dc.contributor.authorManne-Goehler, Jennifer M.
dc.contributor.departmentDepartment of Nutrition and Food Sciences
dc.contributor.departmentEpidemiology and Population Health (EPHD)
dc.contributor.facultyFaculty of Agricultural and Food Sciences (FAFS)
dc.contributor.facultyFaculty of Health Sciences (FHS)
dc.contributor.institutionAmerican University of Beirut
dc.date.accessioned2025-01-24T11:35:11Z
dc.date.available2025-01-24T11:35:11Z
dc.date.issued2023
dc.description.abstractBackground: The global burden of diabetes is rising rapidly, yet there is little evidence on individual-level diabetes prevention activities undertaken by health systems in low-income and middle-income countries (LMICs). Here we describe the population at high risk of developing diabetes, estimate diabetes prevention activities, and explore sociodemographic variation in these activities across LMICs. Methods: We performed a pooled, cross-sectional analysis of individual-level data from nationally representative, population-based surveys conducted in 44 LMICs between October, 2009, and May, 2019. Our sample included all participants older than 25 years who did not have diabetes and were not pregnant. We defined the population at high risk of diabetes on the basis of either the presence of impaired fasting glucose (or prediabetes in countries with a haemoglobin A1c available) or overweight or obesity, consistent with the WHO Package of Essential Noncommunicable Disease Guidelines for type 2 diabetes management. We estimated the proportion of survey participants that were at high risk of developing diabetes based on this definition. We also estimated the proportion of the population at high risk that reported each of four fundamental diabetes prevention activities: physical activity counselling, weight loss counselling, dietary counselling, and blood glucose screening, overall and stratified by World Bank income group. Finally, we used multivariable Poisson regression models to evaluate associations between sociodemographic characteristics and these activities. Findings: The final pooled sample included 145 739 adults (86 269 [59·2%] of whom were female and 59 468 [40·4%] of whom were male) across 44 LMICs, of whom 59 308 (40·6% [95% CI 38·5–42·8]) were considered at high risk of diabetes (20·6% [19·8–21·5] in low-income countries, 38·0% [37·2–38·9] in lower-middle-income countries, and 57·5% [54·3–60·6] in upper-middle-income countries). Overall, the reach of diabetes prevention activities was low at 40·0% (38·6–41·4) for physical activity counselling, 37·1% (35·9–38·4) for weight loss counselling, 42·7% (41·6–43·7) for dietary counselling, and 37·1% (34·7–39·6) for blood glucose screening. Diabetes prevention varied widely by national-level wealth: 68·1% (64·6–71·4) of people at high risk of diabetes in low-income countries reported none of these activities, whereas 49·0% (47·4–50·7) at high risk in upper-middle-income countries reported at least three activities. Educational attainment was associated with diabetes prevention, with estimated increases in the predicted probability of receipt ranging between 6·5 (3·6–9·4) percentage points for dietary fruit and vegetable counselling and 21·3 (19·5–23·2) percentage points for blood glucose screening, among people with some secondary schooling compared with people with no formal education. Interpretation: A large proportion of individuals across LMICs are at high risk of diabetes but less than half reported receiving fundamental prevention activities overall, with the lowest receipt of these activities among people in low-income countries and with no formal education. These findings offer foundational evidence to inform future global targets for diabetes prevention and to strengthen policies and programmes to prevent continued increases in diabetes worldwide. Funding: Harvard T H Chan School of Public Health McLennan Fund: Dean's Challenge Grant Program and the EU's Research and Innovation programme Horizon 2020. © 2023 The Author(s). Published by Elsevier Ltd. This is an Open Access article under the CC BY-NC-ND 4.0 license
dc.identifier.doihttps://doi.org/10.1016/S2214-109X(23)00348-0
dc.identifier.eid2-s2.0-85171264079
dc.identifier.pmid37734801
dc.identifier.urihttp://hdl.handle.net/10938/28314
dc.language.isoen
dc.publisherElsevier Ltd
dc.relation.ispartofThe Lancet Global Health
dc.sourceScopus
dc.subjectAdult
dc.subjectBlood glucose
dc.subjectCross-sectional studies
dc.subjectDeveloping countries
dc.subjectDiabetes mellitus, type 2
dc.subjectFemale
dc.subjectHumans
dc.subjectMale
dc.subjectPregnancy
dc.subjectWeight loss
dc.subjectGlucose
dc.subjectHemoglobin a1c
dc.subjectAged
dc.subjectArticle
dc.subjectBody mass
dc.subjectBody weight loss
dc.subjectCounseling
dc.subjectCross-sectional study
dc.subjectDiabetes mellitus
dc.subjectDiabetes prevention
dc.subjectDiet
dc.subjectFruit
dc.subjectGlucose blood level
dc.subjectHealth survey
dc.subjectHuman
dc.subjectImpaired glucose tolerance
dc.subjectIndividual level survey data
dc.subjectInfection control
dc.subjectLifestyle
dc.subjectLow income country
dc.subjectMiddle aged
dc.subjectMiddle income country
dc.subjectNon communicable disease
dc.subjectObesity
dc.subjectObservational study
dc.subjectOral glucose tolerance test
dc.subjectPhysical activity
dc.subjectPoint of care testing
dc.subjectRisk assessment
dc.subjectRisk factor
dc.subjectVegetable
dc.subjectWorld bank
dc.subjectDeveloped country
dc.subjectNon insulin dependent diabetes mellitus
dc.titleDiabetes risk and provision of diabetes prevention activities in 44 low-income and middle-income countries: a cross-sectional analysis of nationally representative, individual-level survey data
dc.typeArticle

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