ArticleBMC public health2022
Decomposing the rural-urban gap in the prevalence of undiagnosed, untreated and under-treated hypertension among older adults in India.
Article in BMC public health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 papers, 3 of them syntheses that pooled it.
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28 citing papers in PubMed, 3 syntheses or guidelines pooled it, 43 citations in OpenAlex.
- Prevalence of Undiagnosed Hypertension in Bangladesh: A Systematic Review and Meta-Analysis.Journal of clinical hypertension (Greenwich, Conn.) · 2025Pooled it
- Health-seeking behavior and its determinants for non-communicable diseases in India - a systematic review and meta-analysis.Frontiers in public health · 2025Pooled it
- Care Cascades for Hypertension in Low-Income Settings: A Systematic Review and Meta-Analysis.International journal of public health · 2023Pooled it
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- Association of micronutrient levels with dementia risk in adults in Telangana, India: a cross-sectional study (2023-2024).The Lancet regional health. Southeast Asia · 2026Article
- Blood pressure status, JSH 2019-based control rate, and associated factors among community-dwelling adults: The NOSE study.Hypertension research : official journal of the Japanese Society of Hypertension · 2026Article
- Institutional capacity for non-communicable disease care in Ghana's primary health care system: a multi-method study.BMC primary care · 2026Article
- Prevalence, Awareness, and Treatment of Hypertension among Older Adults: A Cross- Sectional Study in Egor Community, Edo State, Nigeria.Rwanda journal of medicine and health sciences · 2026Article
- Hypertension Treatment Cascade in Rural Delhi: Prevalence, Awareness, Treatment, and Control Among Adults.Cureus · 2026Article
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- Hypertension Prevalence in Delhi, India: Socioeconomic Disparities Among Adults Aged 19 to 55.Cureus · 2025Article
- Undiagnosed hypertension and its associated factors in India: A rural-urban contrast from the National Family Health Survey (2019-21).PloS one · 2025Article
- Prevalence of Hypertension and Its Associated Factors Among Adult People Living with HIV/AIDS at Anti-Retroviral Treatment (ART) Centers in Mumbai, India.HIV/AIDS (Auckland, N.Z.) · 2025Article
- Undiagnosed hypertension and associated factors among older adults in Gedeo zone, southern Ethiopia: A mixed methods approach.PloS one · 2025Article
- The comparison of the prevalence, awareness, treatment and control of hypertension among adults along the three provinces of the Lancang-Mekong River countries-China, Laos and Cambodia.Archives of public health = Archives belges de sante publique · 2024Article
- Position statement on hypertension by Indian Society of Hypertension, 2023.Journal of human hypertension · 2024Article
- Socioecological factors influencing the risk of developing hypertensive disorders of pregnancy in India: a rapid review.BMC pregnancy and childbirth · 2024Review
- Recurrent stroke admissions withWorld journal of virology · 2024Article
- Is gender a factor in socioeconomic disparities in undiagnosed, and untreated hypertension in Bangladesh?Journal of clinical hypertension (Greenwich, Conn.) · 2024Article
- Prevalence, risks factors, and control of hypertension in Guinean older adults in 2021: a cross-sectional survey.BMC public health · 2024Article
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Abstract
backgroundAlthough awareness and treatment rates of hypertension have significantly improved in recent years, the prevalence of undiagnosed and untreated hypertension remains a major public health concern for Indian policymakers. While the urban-rural variation in the prevalence, diagnosis, control, and treatment of hypertension is reasonably well-documented, the explanation behind such variation remains poorly understood given the dearth of studies conducted on exploring the determinants of the rural-urban gap in the prevalence of undiagnosed, untreated, and uncontrolled hypertension in India. In view of this research gap, our paper aims to decompose the inter-group differences between rural and urban areas in undiagnosed, untreated, and undertreated hypertension among older adults in India into the major contributing factors.
methodsNationally representative data collected in the Longitudinal Ageing Study of India, Wave-1 (2017-18), was utilized for this study. Maximum-likelihood binary logistic-regression models were employed to capture the crude and adjusted associations between the place of residence and prevalence of undiagnosed, untreated, and undertreated hypertension. Fairlie's decomposition technique was used to decompose the inter-group differences between rural and urban residents in the prevalence of undiagnosed, untreated, and undertreated hypertension among the older population in India, into the major contributing factors, in order to explore the pathways through which these differences manifest.
resultsThe overall prevalence rates of undiagnosed, untreated, and undertreated hypertension among older adults were 42.3%, 6%, and 18.7%, respectively. However, the prevalence of undiagnosed and untreated hypertension was higher in rural areas, by 12.4 and 1.7 percentage-points, respectively, while undertreated hypertension was more prevalent in the urban areas (by 7.2 percentage-points). The decomposition analysis explained roughly 41% and 34% of the urban advantage over rural areas in the case of undiagnosed and untreated hypertension, while it explained 51% of the urban disadvantage in respect of undertreated hypertension. The rural-urban differentials in education and comorbidities accounted for the majority of the explained rural disadvantage in the prevalence of undiagnosed hypertension, explaining 13.51% and 13.27% of the gap, respectively. The regional factor was found to be the major driver behind urban advantage in the prevalence of untreated hypertension, contributing 37.47% to the overall gap. In the case of undertreated hypertension, education, comorbidities, and tobacco consumption were the major contributors to the urban-rural inequality, which accounted for 12.3%, 10.6%, and 9.8% of the gap, respectively.
conclusionSocio-economic and lifestyle factors seemed to contribute significantly to the urban-rural gap in undiagnosed, untreated and undertreated hypertension in India among older adults. There is an urgent need of creating awareness programmes for the early identification of hypertensive cases and regular treatment, particularly in under-serviced rural India. Interventions should be made targeting specific population groups to tackle inequality in healthcare utilization.
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