ArticleThe lancet. Healthy longevity2021
The state of diabetes treatment coverage in 55 low-income and middle-income countries: a cross-sectional study of nationally representative, individual-level data in 680 102 adults.
Article in The lancet. Healthy longevity, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 155 papers, 9 of them syntheses that pooled it.
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155 citing papers in PubMed, 9 syntheses or guidelines pooled it, 249 citations in OpenAlex.
- Lower Limb Amputations Among Individuals Living With Diabetes Mellitus in Low- and Middle-Income Countries: A Systematic Review and Meta-Analysis.World journal of surgery · 2026Pooled it
- Aging trends, challenges, and policy framework within the Ghanaian context: a systematic review.BMC public health · 2026Pooled it
- Management and outcomes of acute hand and wrist infections in low- and middle-income countries : a systematic review and meta-analysis.Bone & joint open · 2026Pooled it
- Dried Blood Spots to Assess Cardiovascular-Kidney-Metabolic Health.Journal of the American Heart Association · 2025Pooled it
- Life expectancy in individuals with type 1, type 2 diabetes and without diabetes: a systematic review and meta-analysis.Frontiers in endocrinology · 2025Pooled it
- Pooled it
- Consideration of inequalities in effectiveness trials of mHealth applications - a systematic assessment of studies from an umbrella review.International journal for equity in health · 2024Pooled it
- Health economic evaluation of structured education programs for patients with diabetes: a systematic review.Frontiers in public health · 2024Pooled it
- Prevalence of anemia in diabetes mellitus in South Asia: A systematic review and meta-analysis.PloS one · 2023Pooled it
- Role-Playing-Based Physician Training and Metabolic Outcomes Among Patients With Type 2 Diabetes: A Cluster Randomized Clinical Trial.JAMA network open · 2026Trial
- Effectiveness of community-based diabetes and hypertension prevention and management programmes in Indonesia and Viet Nam: a quasi-experimental study.BMJ global health · 2024Trial
- Individual patient-centered target-driven intervention to improve clinical outcomes of diabetes, health literacy, and self-care practices in Nepal: A randomized controlled trial.Frontiers in endocrinology · 2023Trial
- Temporal trend analysis of the global prevalence of vision impairment and blindness attributable to diabetes from 1990 to 2021.Endocrine · 2026Article
- Waist Circumference, Relative Fat Mass Index, and BMI as Classifiers of Diabetes Status: A Comparative, Cross-sectional Analysis in 82 Low- and Middle-Income Countries.Diabetes care · 2026Article
- Sociodemographic Factors Influencing Knowledge, Attitudes, Practices, Glycaemic Control and Sight-Threatening Retinopathy Among Diabetes Patients in Rawalpindi, Pakistan: A Hospital-Based Cross-Sectional Study.Public health challenges · 2026Article
- Enhancing Type 2 Diabetes Management Involving Healthcare Professionals in Primary Care.Healthcare (Basel, Switzerland) · 2026Review
- Evaluating implementation of the HEARTS model for management of hypertension and diabetes in Guatemala: protocol for a prospective observational hybrid type 3 study.Implementation science communications · 2026Article
- Training Community Health Workers for Diabetes Management in Low- and Middle-Income Countries: Systematic Review.JMIR diabetes · 2026Review
- Understanding implementation of HEARTS for hypertension and diabetes in Guatemala: Qualitative and mixed-methods pilot results.medRxiv : the preprint server for health sciences · 2026Article
- The global economic burden of diabetes for 190 countries 2021-50: a macroeconomic modelling study.Nature communications · 2026Article
95 more citing papers are in PubMed but not listed here.
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Authors and funding
33 authors at 20 institutions in 17 countries.
Funding
Abstract
backgroundApproximately 80% of the 463 million adults worldwide with diabetes live in low- and middle-income countries (LMICs). A major obstacle to designing evidence-based policies to improve diabetes outcomes in LMICs is the limited nationally representative data on the current patterns of treatment coverage. The objectives of this study are (1) to estimate the proportion of adults with diabetes in LMICs who receive coverage of recommended pharmacological and non-pharmacological diabetes treatment and (2) to describe country-level and individual-level characteristics that are associated with treatment.
methodsWe conducted a cross-sectional analysis of pooled, individual data from 55 nationally representative surveys in LMICs. Our primary outcome of self-reported diabetes treatment coverage was based upon population-level monitoring indicators recommended in the 2020 World Health Organization Package of Essential Noncommunicable Disease Interventions. We assessed coverage of three pharmacological and three non-pharmacological treatments among people with diabetes. At the country level, we estimated the proportion of individuals reporting coverage by per-capita gross national income and geographic region. At the individual level, we used logistic regression models to assess coverage along several key individual characteristics including sex, age, BMI, wealth quintile, and educational attainment. In the primary analysis, we scaled sample weights such that countries were weighted equally.
findingsThe final pooled sample from the 55 LMICs included 680,102 total individuals and 37,094 individuals with diabetes. Using equal weights for each country, diabetes prevalence was 9.0% (95% confidence interval [CI], 8.7-9.4), with 43.9% (95% CI, 41.9-45.9) reporting a prior diabetes diagnosis. Overall, 4.6% (95% CI, 3.9-5.4) of individuals with diabetes self-reported meeting need for all treatments recommended for them. Coverage of glucose-lowering medication was 50.5% (95% CI, 48.6-52.5); antihypertensive medication, 41.3% (95% CI, 39.3-43.3); cholesterol-lowering medication, 6.3% (95% CI, 5.5-7.2); diet counseling, 32.2% (95% CI, 30.7-33.7); exercise counseling, 28.2% (95% CI, 26.6-29.8); and weight-loss counseling, 31.5% (95% CI, 29.3-33.7). Countries at higher income levels tended to have greater coverage. Female sex and higher age, BMI, educational attainment, and household wealth were also associated with greater coverage.
interpretationFewer than one in ten people with diabetes in LMICs receive coverage of guideline-based comprehensive diabetes treatment. Scaling-up the capacity of health systems to deliver treatment not only to lower glucose but also to address cardiovascular disease risk factors such as hypertension and high cholesterol are urgent global diabetes priorities.
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