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Determinants of first-time utilization of long-term care services in the Netherlands: an observational record linkage study
BACKGROUND: Since in an ageing society more long-term care (LTC) facilities are needed, it is important to understand the main determinants of first-time utilization of (LTC) services. METHODS: The Andersen service model, which distinguishes predisposing, enabling and need factors, was used to devel...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5583961/ https://www.ncbi.nlm.nih.gov/pubmed/28874188 http://dx.doi.org/10.1186/s12913-017-2570-z |
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author | Slobbe, Laurentius C.J. Wong, Albert Verheij, Robert A. van Oers, Hans A.M. Polder, Johan J. |
author_facet | Slobbe, Laurentius C.J. Wong, Albert Verheij, Robert A. van Oers, Hans A.M. Polder, Johan J. |
author_sort | Slobbe, Laurentius C.J. |
collection | PubMed |
description | BACKGROUND: Since in an ageing society more long-term care (LTC) facilities are needed, it is important to understand the main determinants of first-time utilization of (LTC) services. METHODS: The Andersen service model, which distinguishes predisposing, enabling and need factors, was used to develop a model for first-time utilization of LTC services among the general population of the Netherlands. We used data on 214,821 persons registered in a database of general practitioners (NIVEL Primary Care Database). For each person the medical history was known, as well as characteristics such as ethnicity, income, home-ownership, and marital status. Utilization data from the national register on long-term care was linked at a personal level. Generalized Linear Models were used to determine the relative importance of factors of incident LTC-service utilization. RESULTS: Top 5 determinants of LTC are need, measured as the presence of chronic diseases, age, household size, household income and homeownership. When controlling for all other determinants, the presence of an additional chronic disease increases the probability of utilizing any LTC service by 45% among the 20+ population (OR = 1.45, 95% CI: 1.41–1.49), and 31% among the 65+ population (OR = 1.31, 95% CI: 1.27–1.36). With respect to the 20+ population, living in social rent (OR = 2.45, 95% CI = 2.25–2.67, ref. = home-owner) had a large impact on utilizing any LTC service. In a lesser degree this was the case for living alone (OR = 1.63, 95% CI = 1.52–1.75, ref. = not living alone). A higher household income was linked with a lower utilization of any LTC service. CONCLUSIONS: All three factors of the Anderson model, predisposing, enabling, and need determinants influence the likelihood of future LTC service utilization. This implies that none of these factors can be left out of the analysis of what determines this use. New in our analysis is the focus on incident utilization. This provides a better estimate of the effects of predictors than a prevalence based analysis, as there is less confounding by changes in determinants occurring after LTC initiation. Especially the need of care is a strong factor. A policy implication of this relative importance of health status is therefore that LTC reforms should take health aspects into account. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12913-017-2570-z) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5583961 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-55839612017-09-06 Determinants of first-time utilization of long-term care services in the Netherlands: an observational record linkage study Slobbe, Laurentius C.J. Wong, Albert Verheij, Robert A. van Oers, Hans A.M. Polder, Johan J. BMC Health Serv Res Research Article BACKGROUND: Since in an ageing society more long-term care (LTC) facilities are needed, it is important to understand the main determinants of first-time utilization of (LTC) services. METHODS: The Andersen service model, which distinguishes predisposing, enabling and need factors, was used to develop a model for first-time utilization of LTC services among the general population of the Netherlands. We used data on 214,821 persons registered in a database of general practitioners (NIVEL Primary Care Database). For each person the medical history was known, as well as characteristics such as ethnicity, income, home-ownership, and marital status. Utilization data from the national register on long-term care was linked at a personal level. Generalized Linear Models were used to determine the relative importance of factors of incident LTC-service utilization. RESULTS: Top 5 determinants of LTC are need, measured as the presence of chronic diseases, age, household size, household income and homeownership. When controlling for all other determinants, the presence of an additional chronic disease increases the probability of utilizing any LTC service by 45% among the 20+ population (OR = 1.45, 95% CI: 1.41–1.49), and 31% among the 65+ population (OR = 1.31, 95% CI: 1.27–1.36). With respect to the 20+ population, living in social rent (OR = 2.45, 95% CI = 2.25–2.67, ref. = home-owner) had a large impact on utilizing any LTC service. In a lesser degree this was the case for living alone (OR = 1.63, 95% CI = 1.52–1.75, ref. = not living alone). A higher household income was linked with a lower utilization of any LTC service. CONCLUSIONS: All three factors of the Anderson model, predisposing, enabling, and need determinants influence the likelihood of future LTC service utilization. This implies that none of these factors can be left out of the analysis of what determines this use. New in our analysis is the focus on incident utilization. This provides a better estimate of the effects of predictors than a prevalence based analysis, as there is less confounding by changes in determinants occurring after LTC initiation. Especially the need of care is a strong factor. A policy implication of this relative importance of health status is therefore that LTC reforms should take health aspects into account. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12913-017-2570-z) contains supplementary material, which is available to authorized users. BioMed Central 2017-09-05 /pmc/articles/PMC5583961/ /pubmed/28874188 http://dx.doi.org/10.1186/s12913-017-2570-z Text en © The Author(s). 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Slobbe, Laurentius C.J. Wong, Albert Verheij, Robert A. van Oers, Hans A.M. Polder, Johan J. Determinants of first-time utilization of long-term care services in the Netherlands: an observational record linkage study |
title | Determinants of first-time utilization of long-term care services in the Netherlands: an observational record linkage study |
title_full | Determinants of first-time utilization of long-term care services in the Netherlands: an observational record linkage study |
title_fullStr | Determinants of first-time utilization of long-term care services in the Netherlands: an observational record linkage study |
title_full_unstemmed | Determinants of first-time utilization of long-term care services in the Netherlands: an observational record linkage study |
title_short | Determinants of first-time utilization of long-term care services in the Netherlands: an observational record linkage study |
title_sort | determinants of first-time utilization of long-term care services in the netherlands: an observational record linkage study |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5583961/ https://www.ncbi.nlm.nih.gov/pubmed/28874188 http://dx.doi.org/10.1186/s12913-017-2570-z |
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