ArticleBMC health services research2014
Non communicable disease multimorbidity and associated health care utilization and expenditures in India: cross-sectional study.
Article in BMC health services research, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 110 papers, 8 of them syntheses that pooled it.
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Who cites it
110 citing papers in PubMed, 8 syntheses or guidelines pooled it, 211 citations in OpenAlex.
- Out-of-pocket expenditure on medicine for chronic patients and its economic impact on Indian households: a systematic review and meta-analysis.Frontiers in medicine · 2026Pooled it
- Health-seeking behavior and healthcare utilization among patients with non-communicable diseases in India: insights from a systematic review.BMC health services research · 2025Pooled it
- Recruitment and characteristics of participants in trials of physical activity for adults aged 45 years and above in general practice: a systematic review.Family practice · 2023Pooled it
- Community prevalence and dyad disease pattern of multimorbidity in China and India: a systematic review.BMJ global health · 2022Pooled it
- Association between multimorbidity and hospitalization in older adults: systematic review and meta-analysis.Age and ageing · 2022Pooled it
- Multimorbidity of non-communicable diseases in low-income and middle-income countries: a systematic review and meta-analysis.BMJ open · 2022Pooled it
- The association between educational level and multimorbidity among adults in Southeast Asia: A systematic review.PloS one · 2021Pooled it
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- Chronic disease comorbidity and its impact on healthcare utilization among older adults in China: a cross-sectional and longitudinal analysis.BMC geriatrics · 2026Article
- Article
- Determinants of outpatient healthcare-seeking behaviors among the rural poor affected by chronic conditions in India: a population-based cross-sectional study in seven states.Global health action · 2025Article
- Epidemiology of multimorbidity among indigenous adults: Insights from a large-scale population survey of 53 different indigenous groups in East India.Global epidemiology · 2025Article
- Out of Pocket Expenditure among Critical Care Insured Patients Admitted in a Tertiary Care Hospital in Coastal Karnataka, India: A Cross-Sectional Study.Indian journal of community medicine : official publication of Indian Association of Preventive & Social Medicine · 2025Article
- Barriers and facilitators to patient utilization of noncommunicable disease services in primary healthcare facilities in Nepal: a qualitative study.BMC health services research · 2025Article
- Chronic diseases and catastrophic health expenditures in elderly Chinese households: a cohort study.BMC geriatrics · 2025Article
- Article
- Assessing the financial burden of multimorbidity among patients aged 30 and above in India.BMC health services research · 2025Article
- Association between catastrophic health expenditure and mortality in older people in 11 European health systems: a longitudinal analysis between 2006 and 2020.BMJ public health · 2025Article
- Prevalence and patterns of multimorbidity among mining workers of Odisha, India: a cross-sectional study.Frontiers in public health · 2025Article
50 more citing papers are in PubMed but not listed here.
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Authors and funding
7 authors at 3 institutions in 3 countries.
Funding
Abstract
backgroundNon communicable disease (NCD) multimorbidity is increasingly becoming common in high income settings but little is known about its epidemiology and associated impacts on citizens and health systems in low and middle-income countries (LMICs). We aim to examine the socio-demographic distribution of NCD multimorbidity (≥2 diseases) and its implications for health care utilization and out-of-pocket expenditure (OOPE) in India.
methodsWe analyzed cross-sectional nationally representative data from the World Health Organisaion Study on Global Ageing and Adult Health (WHO-SAGE), conducted in India during 2007. Multiple logistic regression was used to determine socio-demographic predictors of self-reported multimorbidity. A two part model was used to assess the relationship between number of NCDs and health care utilization including OOPE.
results28.5% of the sample population had at least one NCD and 8.9% had NCD multimorbidity. The prevalence of multimorbidity increased from 1.3% in 18-29 year olds to 30.6% in those aged 70 years and above. Mean outpatient visits in the preceding 12 months increased from 2.2 to 6.2 and the percentage reporting an overnight hospital stay in the past 3 years increased from 9% to 29% in those with no NCD and ≥2 NCDs respectively (p <0.001).OOPE incurred during the last outpatient visit increased from INR 272.1 (95% CI = 249.0-295.2) in respondents with no NCDs to INR 454.1 (95% CI = 407.8-500.4) in respondents with ≥2 NCDs. However, we did not find an increase in OOPE during the last inpatient visit with number of NCDs (7865.9 INR for those with zero NCDs compared with 7301.3 for those with ≥2 NCDs). For both outpatient and inpatient OOPE, medicine constitutes the largest proportion of spending (70.7% for outpatient, 53.6% for inpatient visit), followed by spending for health care provider (14.0% for outpatient, 12.2% for inpatient visit).
conclusionNCD multimorbidity is common in the Indian adult population and is associated with substantially higher healthcare utilization and OOPE. Strategies to address the growing burden of NCDs in LMICs should include efforts to improve the management of patients with multimorbidity and reduce associated financial burden to individuals and households.
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