ArticleInternational journal for equity in health2020
Magnitude and determinants of multimorbidity and health care utilization among patients attending public versus private primary care: a cross-sectional study from Odisha, India.
Article in International journal for equity in health, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 41 papers, 2 of them syntheses that pooled it.
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Who cites it
41 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Variations in multimorbidity measurement in studies evaluating hospitalisation in older adults: a systematic review.BMC geriatrics · 2025Pooled it
- Association between multimorbidity and hospitalization in older adults: systematic review and meta-analysis.Age and ageing · 2022Pooled it
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- Patient capacity and constraints in managing multimorbidity: a qualitative study in primary care settings in Kerala, India.BMC primary care · 2026Article
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- The patterns and determinants of healthcare utilisation of older adults in rural Odisha, India - a cross-sectional study.BMC geriatrics · 2025Article
- Article
- Health disparities between native and foreign-born older population in India: Does migration status matter in later life?BMC public health · 2025Article
- Assessing the financial burden of multimorbidity among patients aged 30 and above in India.BMC health services research · 2025Article
- Healthcare utilisation patterns and contributory factors among middle-aged adults: a scoping review.Journal of health, population, and nutrition · 2024Article
- Field based research in the era of the pandemic in resource limited settings: challenges and lessons for the future.Frontiers in public health · 2024Review
- Overview of multimorbidity research in India: a scoping review protocol.Wellcome open research · 2024Article
- Understanding the association of disability with multimorbidity, and healthcare utilization in India's older adult population: insights from cross-sectional evidence of SAGE-2.Frontiers in public health · 2024Article
- Article
- Managing dementia care during COVID-19 pandemic: caregivers' experiences in Odisha, India.Primary health care research & development · 2023Article
- Sex differences in non-communicable disease multimorbidity among adults aged 45 years or older in India.BMJ open · 2023Article
- Global and regional prevalence of multimorbidity in the adult population in community settings: a systematic review and meta-analysis.EClinicalMedicine · 2023Article
- The relationship between individual-level socioeconomic status and preference for medical service in primary health institutions: a cross-sectional study in Jiangsu, China.Frontiers in public health · 2023Article
- Exploring multimorbidity clusters in relation to healthcare use and its impact on self-rated health among older people in India.PLOS global public health · 2023Article
- Using hypergraphs to quantify importance of sets of diseases by healthcare resource utilisation: A retrospective cohort study.PloS one · 2023Article
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5 authors.
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Abstract
backgroundMultimorbidity in primary care is a challenge not only for developing countries but also for low and medium income countries (LMIC). Health services in LMIC countries are being provided by both public and private health care providers. However, a critical knowledge gap exists on understanding the true extent of multimorbidity in both types of primary care settings.
methodsWe undertook a study to identify multimorbidity prevalence and healthcare utilization among both public and private primary care attendees in Odisha state of India. A total of 1649 patients attending 40 primary care facilities were interviewed using a structured multimorbidity assessment questionnaire collecting information on 22 chronic diseases, medication use, number of hospitalization and number of outpatient visits.
resultThe overall prevalence of multimorbidity was 28.3% and nearly one third of patients of public facilities and one fourth from private facilities had multimorbidity. Leading diseases among patients visiting public facilities included acid peptic diseases, arthritis and chronic back pain. No significant difference in reporting of hypertension and diabetes across the facilities was seen. Besides age, predictors of multimorbidity among patients attending public facilities were, females [AOR: 1.6; 95% CI 1.1-1.3] and non-aboriginal groups [AOR: 1.6; 95%CI 1.1-2.3] whereas, in private females [AOR: 1.6; 95%CI 1.1-2.4], better socioeconomic conditions [AOR 1.4; 95% CI 1.0-2.1] and higher educational status [primary school completed [AOR 2.6; 95%CI 1.6-4.2] and secondary schooling and above [AOR 2.0; 95%CI 1.1-3.6] with reference to no education were seen to be the determinants of multimorbidity. Increased number of hospital visits to public facilities were higher among lower educational status patients [IRR: 1.57; 95% CI 1.13-2.18] whereas, among private patients, the mean number of hospital visits was 1.70 times more in higher educational status [IRR: 1.70; 95%CI 1.01-3.69]. The mean number of medicines taken per day was higher among patients attending private hospitals.
conclusionOur findings suggest that, multimorbidity is being more reported in public primary care facilities. The pattern and health care utilization in both types of settings are different. A comprehensive care approach must be designed for private care providers.
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