ArticleBMC health services research2019
Insights on multimorbidity and associated health service use and costs from three population-based studies of older adults in Ontario with diabetes, dementia and stroke.
Article in BMC health services research, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 38 papers.
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Who cites it
38 citing papers in PubMed.
- Cost-effectiveness of low-dose colchicine after myocardial infarction in the Colchicine Cardiovascular Outcomes Trial (COLCOT).European heart journal. Quality of care & clinical outcomes · 2021Trial
- Self-management difficulties in Swedish older adults and associations with sociodemographic factors, number of conditions, depression and health status.Scandinavian journal of primary health care · 2026Article
- Performance-Based Usability of Medication Adherence Technologies Among Older Adults With Diverse Capabilities: Quantitative Study.JMIR aging · 2026Article
- Chronic disease comorbidity and its impact on healthcare utilization among older adults in China: a cross-sectional and longitudinal analysis.BMC geriatrics · 2026Article
- Clustering of multimorbidity in stroke and transient ischaemic attack survivors: a population-based study.BMC medicine · 2026Article
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- Middle-age healthcare spending and utilization at the intersection of comorbidities, functional limitation, and race/ethnicity.Innovation in aging · 2026Article
- Prevalence and sequence of chronic conditions in older people with dementia: a multi-province, population-based cohort study.Health promotion and chronic disease prevention in Canada : research, policy and practice · 2025Article
- Level of discharge readiness and influencing factors in ischaemic stroke patients: a descriptive, cross-sectional study.Frontiers in neurology · 2025Article
- Delayed Healthcare Due to Cost Among Adults with Multimorbidity in the United States.Healthcare (Basel, Switzerland) · 2024Article
- Associations between diabetes and risk of short-term and long-term nursing home stays among older people receiving home care services: A nationwide registry study.BMC geriatrics · 2024Article
- Profiles of healthcare use of persons living with dementia: A population-based cohort study.Geriatrics & gerontology international · 2024Article
- Care trajectories around a first dementia diagnosis in patients with serious mental illness.Geriatrics & gerontology international · 2024Article
- Tools to measure barriers to medication management capacity in older adults: a scoping review.BMC geriatrics · 2024Article
- Prediction of pharmaceutical and non-pharmaceutical expenditures associated with Diabetes Mellitus type II based on clinical risk.PloS one · 2024Article
- Why are older adults living with the complexity of multiple long-term conditions, frailty and a recent deterioration in health under-served by research? A narrative synthesis review of the literature.Journal of frailty, sarcopenia and falls · 2023Review
- Multimorbidity in persons with non-traumatic spinal cord injury and its impact on healthcare utilization and health outcomes.Spinal cord · 2023Article
- Dementia and Related Comorbidities in the Population Aged 90 and Over in the Vitality 90+ Study, Finland: Patterns and Trends From 2001 to 2018.Journal of aging and health · 2023Article
- Nutrition Risk Is Associated with 3-Year Strength and Performance Indicators among Older Adults in the Canadian Longitudinal Study on Aging.The journal of nutrition, health & aging · 2023Article
Corrections and comments
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Authors and funding
8 authors.
Funding
Abstract
backgroundMost studies that examine comorbidity and its impact on health service utilization focus on a single index-condition and are published in disease-specific journals, which limit opportunities to identify patterns across conditions/disciplines. These comparisons are further complicated by the impact of using different study designs, multimorbidity definitions and data sources. The aim of this paper is to share insights on multimorbidity and associated health services use and costs by reflecting on the common patterns across 3 parallel studies in distinct disease cohorts (diabetes, dementia, and stroke) that used the same study design and were conducted in the same health jurisdiction over the same time period.
methodsWe present findings that lend to broader Insights regarding multimorbidity based on the relationship between comorbidity and health service use and costs seen across three distinct disease cohorts. These cohorts were originally created using multiple linked administrative databases to identify community-dwelling residents of Ontario, Canada with one of diabetes, dementia, or stroke in 2008 and each was followed for health service use and associated costs.
resultsWe identified 376,434 indviduals wtih diabetes, 95,399 wtih dementia, and 29,671 with stroke. Four broad insights were identified from considering the similarity in comorbidity, utilization and cost patterns across the three cohorts: 1) the most prevalent comorbidity types were hypertension and arthritis, which accounted for over 75% of comorbidity in each cohort; 2) overall utilization increased consistently with the number of comorbidities, with the vast majority of services attributed to comorbidity rather than the index conditions; 3) the biggest driver of costs for those with lower levels of comorbidity was community-based care, e.g., home care, GP visits, but at higher levels of comorbidity the driver was acute care services; 4) service-specific comorbidity and age patterns were consistent across the three cohorts.
conclusionsDespite the differences in population demographics and prevalence of the three index conditions, there are common patterns with respect to comorbidity, utilization, and costs. These common patterns may illustrate underlying needs of people with multimorbidity that are often obscured in literature that is still single disease-focused.
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