ArticleThe Lancet. Global health2023
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.
Article in The Lancet. Global health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers, 1 of them a synthesis that pooled it.
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22 citing papers in PubMed, 1 synthesis or guideline pooled it, 37 citations in OpenAlex.
- Effect of digital health interventions on glycaemic control among type 2 diabetes individuals in low and middle-income countries: a systematic review and meta-analysis.BMC public health · 2026Pooled it
- Food insecurity and cardiometabolic diseases among people with HIV in West Africa.AIDS (London, England) · 2026Article
- Cardiovascular Disease Screening Programs in Low- and Middle-Income Countries: A Systematic Review.JACC. Advances · 2026Article
- What happens when public primary care is ill-prepared to respond to non-communicable diseases: a mixed-method study of diabetes and hypertension care in urban Nepal.Journal of global health · 2026Article
- Individual and community-level factors affecting diabetes screening uptake among adults in 14 low- and middle-income countries: a multilevel mixed-effects analysis of recent demographic and health surveys.BMC public health · 2026Article
- Taking diabetes risk screening to the community: Feasibility and acceptability of the FINDRISC tool in vulnerable populations in Argentina.Journal of family medicine and primary care · 2026Article
- Real-world validation of an AI-based non-mydriatic fundus camera in the diagnosis of diabetic retinopathy in Liberia.Frontiers in digital health · 2026Article
- Artificial intelligence in prediabetes care: applications in screening, risk prediction, and lifestyle intervention.Frontiers in endocrinology · 2026Review
- Type 5 diabetes mellitus: nutritional-imprinted β-cell insufficiency, diagnostic gaps, and emerging therapeutic strategies.Frontiers in endocrinology · 2026Review
- Improving the quality of chronic care through purchasing arrangements in resource-constrained settings: insights from an international Delphi survey.Global health action · 2025Article
- Managing Diabetes One Step at a Time in Low- and Middle-Income Countries: The Promise of Wearable Devices.Chronic diseases and translational medicine · 2025Article
- Mobile Health Interventions for Individuals with Type 2 Diabetes and Overweight or Obesity-A Systematic Review and Meta-Analysis.Journal of functional morphology and kinesiology · 2025Review
- Prediabetes.Nature reviews. Disease primers · 2025Review
- Sex-disaggregated data along the gendered health pathways: A review and analysis of global data on hypertension, diabetes, HIV, and AIDS.PLoS medicine · 2025Review
- Integrating social determinants of health into global approaches to early-onset type 2 diabetes.Journal of diabetes and its complications · 2025Article
- From meal to malfunction: exploring molecular pathways, biomarkers and interventions in postprandial cardiometabolic health.Frontiers in cardiovascular medicine · 2025Review
- Disparities in the burden of tuberculosis associated with urbanization across 178 countries and territories: an observational study.Frontiers in public health · 2025Observational
- Role of Abscisic Acid in the Whole-Body Regulation of Glucose Uptake and Metabolism.Nutrients · 2024Review
- An unbiased, sustainable, evidence-informed Universal Food Guide: a timely template for national food guides.Nutrition journal · 2024Review
- Achievement of recommended targets for cardiovascular disease prevention in adults with diabetes in 38 low- and middle-income countries.Journal of global health · 2024Article
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Authors and funding
36 authors at 20 institutions in 19 countries.
Funding
Abstract
backgroundThe 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.
methodsWe 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 A
findingsThe 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.
interpretationA 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.
fundingHarvard T H Chan School of Public Health McLennan Fund: Dean's Challenge Grant Program and the EU's Research and Innovation programme Horizon 2020.
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