ArticleBMC medicine2019
Variation in health system performance for managing diabetes among states in India: a cross-sectional study of individuals aged 15 to 49 years.
Article in BMC medicine, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 38 papers, 2 of them syntheses that pooled it.
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38 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Pooled it
- The worldwide trend in diabetes awareness, treatment, and control from 1985 to 2022: a systematic review and meta-analysis of 233 population-representative studies.Frontiers in public health · 2024Pooled it
- Cascade of care for type 2 diabetes mellitus and hypertension in rural Bangladesh: sub-regional mapping of gaps in care.BMJ public health · 2026Article
- Socioeconomic and sex disparities in hypertension and diabetes mellitus care cascade among tribal populations in Odisha, India: findings from the Odisha Tribal Family Health Survey (OTFHS), 2022-23.BMC public health · 2025Article
- Measuring changes in prevalence of hypertension and diabetes across 720 districts in India using cross-sectional data from 2016 to 2021.BMJ public health · 2025Article
- Prediction of type 2 diabetes mellitus risk using Indian diabetes risk score among individuals of 30 years and above in an Indian population.Bioinformation · 2025Article
- Identify unmet needs in diabetes care in Shandong, China: a secondary analysis of a cross-sectional study using cascade of care framework.BMC endocrine disorders · 2024Article
- Living with diabetes in Northeast India: An exploration of psychosocial factors in management.Dialogues in health · 2024Article
- Understanding Gaps in the Hypertension and Diabetes Care Cascade: Systematic Scoping Review.JMIR public health and surveillance · 2024Article
- Article
- Voices of care: unveiling patient journeys in primary care for hypertension and diabetes management in Kerala, India.Frontiers in public health · 2024Article
- Diabetes care cascade and their predictors in young and middle-aged population in India: evidence from the National Family Health Survey (2019-21).Journal of diabetes and metabolic disorders · 2023Article
- Treatment-seeking behaviour among 15-49-year-olds with self-reported heart disease, cancer, chronic respiratory disease, and diabetes: a national cross-sectional study in India.BMC public health · 2023Article
- Radiology Residents' Perceptions of Artificial Intelligence: Nationwide Cross-Sectional Survey Study.Journal of medical Internet research · 2023Article
- Small Area Geographic Estimates of Cardiovascular Disease Risk Factors in India.JAMA network open · 2023Article
- National Estimates of the Adult Diabetes Care Continuum in India, 2019-2021.JAMA internal medicine · 2023Article
- Patients', carers' and healthcare providers' views of patient-held health records in Kerala, India: A qualitative exploratory study.Health expectations : an international journal of public participation in health care and health policy · 2023Article
- Preoperative investigations: Practice guidelines from the Indian Society of Anaesthesiologists: Caveats to these guidelines.Indian journal of anaesthesia · 2023Article
- Changing socioeconomic and geographic gradients in cardiovascular disease risk factors among Indians aged 15-49 years - evidence from nationally representative household surveys.The Lancet regional health. Southeast Asia · 2023Article
- Sociodemographic and geographic inequalities in diagnosis and treatment of older adults' chronic conditions in India: a nationally representative population-based study.BMC health services research · 2023Article
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Abstract
backgroundUnderstanding where adults with diabetes in India are lost in the diabetes care cascade is essential for the design of targeted health interventions and to monitor progress in health system performance for managing diabetes over time. This study aimed to determine (i) the proportion of adults with diabetes in India who have reached each step of the care cascade and (ii) the variation of these cascade indicators among states and socio-demographic groups.
methodsWe used data from a population-based household survey carried out in 2015 and 2016 among women and men aged 15-49 years in all states of India. Diabetes was defined as a random blood glucose (RBG) ≥ 200 mg/dL or reporting to have diabetes. The care cascade-constructed among those with diabetes-consisted of the proportion who (i) reported having diabetes ("aware"), (ii) had sought treatment ("treated"), and (iii) had sought treatment and had a RBG < 200 mg/dL ("controlled"). The care cascade was disaggregated by state, rural-urban location, age, sex, household wealth quintile, education, and marital status.
resultsThis analysis included 729,829 participants. Among those with diabetes (19,453 participants), 52.5% (95% CI, 50.6-54.4%) were "aware", 40.5% (95% CI, 38.6-42.3%) "treated", and 24.8% (95% CI, 23.1-26.4%) "controlled". Living in a rural area, male sex, less household wealth, and lower education were associated with worse care cascade indicators. Adults with untreated diabetes constituted the highest percentage of the adult population (irrespective of diabetes status) aged 15 to 49 years in Goa (4.2%; 95% CI, 3.2-5.2%) and Tamil Nadu (3.8%; 95% CI, 3.4-4.1%). The highest absolute number of adults with untreated diabetes lived in Tamil Nadu (1,670,035; 95% CI, 1,519,130-1,812,278) and Uttar Pradesh (1,506,638; 95% CI, 1,419,466-1,589,832).
conclusionsThere are large losses to diabetes care at each step of the care cascade in India, with the greatest loss occurring at the awareness stage. While health system performance for managing diabetes varies greatly among India's states, improvements are particularly needed for rural areas, those with less household wealth and education, and men. Although such improvements will likely have the greatest benefits for population health in Goa and Tamil Nadu, large states with a low diabetes prevalence but a high absolute number of adults with untreated diabetes, such as Uttar Pradesh, should not be neglected.
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