ArticleBMC health services research2021
Effect of socio-demographic and health factors on the association between multimorbidity and acute care service use: population-based survey linked to health administrative data.
Article in BMC health services research, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers, 1 of them a synthesis that pooled it.
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Who cites it
21 citing papers in PubMed, 1 synthesis or guideline pooled it, 32 citations in OpenAlex.
- Pooled it
- Multimorbidity and health related quality of life in midlife - a longitudinal study from Northern Finland Birth Cohort 1966.Scandinavian journal of primary health care · 2026Article
- Article
- Regional Patterns of Multimorbidity and Hospitalization in Saskatchewan's Aging Population.Healthcare (Basel, Switzerland) · 2026Article
- Article
- From evidence to action: Gender-sensitive cardiovascular care - A quantitative survey with physicians working in cardiology departments.PLOS global public health · 2026Article
- Using electronic health records to understand multimorbidity in older people: a scoping review.European geriatric medicine · 2025Article
- The importance of including a mental health dimension in a multimorbidity indicator: an analysis of Belgian health survey data.BMC public health · 2024Article
- Caring and Health of Close Family Members of Frail Older Persons Recently Discharged from Acute Hospital Care: A Comparative Cross-Sectional Study.Nursing reports (Pavia, Italy) · 2024Article
- Effect of primary health care on the association between multimorbidity and emergency service utilization: National Health Survey, 2019.Revista brasileira de epidemiologia = Brazilian journal of epidemiology · 2024Article
- System, institutional, and client-level factors associated with formal healthcare utilisation among older adults with low income under a social protection scheme in Ghana.Archives of public health = Archives belges de sante publique · 2023Article
- Socioeconomic differences in older adults' unplanned hospital admissions: the role of health status and social network.Age and ageing · 2023Article
- Patterns and Determinants of Multimorbidity in Older Adults: Study in Health-Ecological Perspective.International journal of environmental research and public health · 2022Article
- Eviction, post-traumatic stress, and emergency department use among low-income individuals in New Haven, CT.Preventive medicine reports · 2022Article
- Improving multimorbidity measurement using individualized disease-specific quality of life impact assessments: predictive validity of a new comorbidity index.Health and quality of life outcomes · 2022Article
- Relationship between Multimorbidity and Disability in Elderly Patients with Coexisting Frailty Syndrome.International journal of environmental research and public health · 2022Article
- Analysis of Healthcare Expenditures in Bulgaria.Healthcare (Basel, Switzerland) · 2022Article
- Analysis of Medical Management in Geriatric Patients in the Hospital Emergency Department by Example of Selected Cities with County Status in Poland: A Retrospective Cohort Study.International journal of environmental research and public health · 2021Article
- Emergency hospital admissions among older adults living alone in the community.BMC health services research · 2021Article
- Functional Status among Polymedicated Geriatric Inpatients at Discharge: A Population-Based Hospital Register Analysis.Geriatrics (Basel, Switzerland) · 2021Article
Corrections and comments
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Authors and funding
9 authors at 5 institutions in 1 country.
Funding
Abstract
backgroundThis study explores how socio-demographic and health factors shape the relationship between multimorbidity and one-year acute care service use (i.e., hospital, emergency department visits) in older adults in Ontario, Canada.
methodsWe linked multiple cycles (2005-2006, 2007-2008, 2009-2010, 2011-2012) of the Canadian Community Health Survey (CCHS) to health administrative data to create a cohort of adults aged 65 and older. Administrative data were used to estimate one-year service use and to identify 12 chronic conditions used to measure multimorbidity. We examined the relationship between multimorbidity and service use stratified by a range of socio-demographic and health variables available from the CCHS. Logistic and Poisson regressions were used to explore the association between multimorbidity and service use and the role of socio-demographic factors in this relationship.
resultsOf the 28,361 members of the study sample, 60% were between the ages of 65 and 74 years, 57% were female, 72% were non-immigrant, and over 75% lived in an urban area. Emergency department visits and hospitalizations consistently increased with the level of multimorbidity. This study did not find strong evidence of moderator or interaction effects across a range of socio-demographic factors. Stratified analyses revealed further patterns, with many being similar for both services - e.g., the odds ratios were higher at all levels of multimorbidity for men, older age groups, and those with lower household income. Rurality and immigrant status influenced emergency department use (higher in rural residents and non-immigrants) but not hospitalizations. Multimorbidity and the range of socio-demographic variables remained significant predictors of service use in the regressions.
conclusionsStrong evidence links multimorbidity with increased acute care service use. This study showed that a range of factors did not modify this relationship. Nevertheless, the factors were independently associated with acute care service use, pointing to modifiable risk factors that can be the focus of resource allocation and intervention design to reduce service use in those with multimorbidity. The study's results suggest that optimizing acute care service use in older adults requires attention to both multimorbidity and social determinants, with programs that are multifactorial and integrated across the health and social service sectors.
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Registered trials
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