ArticleBMC health services research2010
Predictors of long-term care utilization by Dutch hospital patients aged 65+.
Article in BMC health services research, 2010. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers.
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Who cites it
25 citing papers in PubMed, 63 citations in OpenAlex.
- Planning care for nursing-home residents: cognitive impairment, functional independence, and accommodation services in nursing homes in the city of Zagreb.Croatian medical journal · 2025Article
- Trajectories of long-term care entitlements in severely disabled older adults using nationwide Dutch data.European journal of ageing · 2025Article
- Preferences of Integrated Care and the Influencing Factors Among Chinese Community-Dwelling Older Adults.Patient preference and adherence · 2025Article
- Long-term care status for the elderly with different levels of physical ability: a cross-sectional survey in first-tier cities of China.BMC health services research · 2023Article
- Home/Community-Based Medical and Elderly Care Services Utilization in China: A Cross-Sectional Study from the Middle-Aged and Elderly Population.Healthcare (Basel, Switzerland) · 2023Article
- Predictors of long-term care use - informal home care recipients versus private and public facilities residents in Poland.BMC geriatrics · 2023Article
- Predicting demand for long-term care using Japanese healthcare insurance claims data.Environmental health and preventive medicine · 2022Article
- Emergency hospital admissions among older adults living alone in the community.BMC health services research · 2021Article
- Use of health and aged care services in Australia following hospital admission for myocardial infarction, stroke or heart failure.BMC geriatrics · 2021Article
- Prevalence and Factors Associated with Cumulative Anticholinergic Burden Among Older Long-Stay Nursing Home Residents with Overactive Bladder.Drugs & aging · 2021Article
- Social factors influencing utilization of home care in community-dwelling older adults: a scoping review.BMC geriatrics · 2021Article
- Community-Dwelling and Recently Widowed Older Adults: Effects of Spousal Loss on Psychological Well-Being, Perceived Quality of Life, and Health-Care Costs.International journal of aging & human development · 2021Article
- Can your house keep you out of a nursing home?Health economics · 2020Article
- Long-term care use after a stroke or femoral fracture and the role of family caregivers.BMC geriatrics · 2020Article
- Formal home care use by older adults: trajectories and determinants in the Lc65+ cohort.BMC health services research · 2020Article
- Future hospital service utilisation in older adults living in long-term residential aged care or the community hospitalised with a fall-related injury.Osteoporosis international : a journal established as result of cooperation between the European Foundation for Osteoporosis and the National Osteoporosis Foundation of the USA · 2019Article
- Determinants for utilization and transitions of long-term care in adults 65+ in Germany: results from the longitudinal KORA-Age study.BMC geriatrics · 2018Article
- Determinants of first-time utilization of long-term care services in the Netherlands: an observational record linkage study.BMC health services research · 2017Observational
- Demand and Signing of General Practitioner Contract Service among the Urban Elderly: A Population-Based Analysis in Zhejiang Province, China.International journal of environmental research and public health · 2017Article
- Long-term care provision, hospital bed blocking, and discharge destination for hip fracture and stroke patients.International journal of health economics and management · 2017Article
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Authors and funding
4 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundLong-term care is often associated with high health care expenditures. In the Netherlands, an ageing population will likely increase the demand for long-term care within the near future. The development of risk profiles will not only be useful for projecting future demand, but also for providing clues that may prevent or delay long-term care utilization. Here, we report our identification of predictors of long-term care utilization in a cohort of hospital patients aged 65+ following their discharge from hospital discharge and who, prior to hospital admission, were living at home.
methodsThe data were obtained from three national databases in the Netherlands: the national hospital discharge register, the long-term care expenses register and the population register. Multinomial logistic regression was applied to determine which variables were the best predictors of long-term care utilization. The model included demographic characteristics and several medical diagnoses. The outcome variables were discharge to home with no formal care (reference category), discharge to home with home care, admission to a nursing home and admission to a home for the elderly.
resultsThe study cohort consisted of 262,439 hospitalized patients. A higher age, longer stay in the hospital and absence of a spouse were found to be associated with a higher risk of all three types of long-term care. Individuals with a child had a lower risk of requiring residential care. Cerebrovascular diseases [relative risk ratio (RRR) = 11.5] were the strongest disease predictor of nursing home admission, and fractures of the ankle or lower leg (RRR = 6.1) were strong determinants of admission to a home for the elderly. Lung cancer (RRR = 4.9) was the strongest determinant of discharge to the home with home care.
conclusionsThese results emphasize the impact of age, absence/presence of a spouse and disease on long-term care utilization. In an era of demographic and epidemiological changes, not only will hospital use change, but also the need for long-term care following hospital discharge. The results of this study can be used by policy-makers for planning health care utilization services and anticipating future health care needs.
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