Development and Validation of a Prediction Model for 6-Month Societal Costs in Older Community Care-Recipients in Multiple Countries; the IBenC Study
This study aims to develop and validate a prediction model of societal costs during a period of 6-months in older community care-recipients across multiple European countries. Participants were older community care-recipients from 5 European countries. The outcome measure was mean 6-months total soc...
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Format: | Article in Journal/Newspaper |
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2020
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Online Access: | https://research.vu.nl/en/publications/4cf3a8b7-c0bb-46e3-be61-e609f9c935a4 https://doi.org/10.1177/1178632920980462 https://hdl.handle.net/1871.1/4cf3a8b7-c0bb-46e3-be61-e609f9c935a4 http://www.scopus.com/inward/record.url?scp=85097974074&partnerID=8YFLogxK http://www.scopus.com/inward/citedby.url?scp=85097974074&partnerID=8YFLogxK |
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ftvuamstcris:oai:research.vu.nl:publications/4cf3a8b7-c0bb-46e3-be61-e609f9c935a4 2024-05-12T08:05:55+00:00 Development and Validation of a Prediction Model for 6-Month Societal Costs in Older Community Care-Recipients in Multiple Countries; the IBenC Study van Lier, Lisanne I. Bosmans, Judith E. van der Roest, Henriëtte G. Heymans, Martijn W. Garms-Homolová, Vjenka Declercq, Anja V Jónsson, Pálmi van Hout, Hein P.J. 2020-01-01 https://research.vu.nl/en/publications/4cf3a8b7-c0bb-46e3-be61-e609f9c935a4 https://doi.org/10.1177/1178632920980462 https://hdl.handle.net/1871.1/4cf3a8b7-c0bb-46e3-be61-e609f9c935a4 http://www.scopus.com/inward/record.url?scp=85097974074&partnerID=8YFLogxK http://www.scopus.com/inward/citedby.url?scp=85097974074&partnerID=8YFLogxK eng eng https://research.vu.nl/en/publications/4cf3a8b7-c0bb-46e3-be61-e609f9c935a4 info:eu-repo/semantics/openAccess van Lier , L I , Bosmans , J E , van der Roest , H G , Heymans , M W , Garms-Homolová , V , Declercq , A , V Jónsson , P & van Hout , H P J 2020 , ' Development and Validation of a Prediction Model for 6-Month Societal Costs in Older Community Care-Recipients in Multiple Countries; the IBenC Study ' , Health Services Insights , vol. 13 , pp. 1-13 . https://doi.org/10.1177/1178632920980462 elderly people Linear Mixed Models Prediction model societal costs article 2020 ftvuamstcris https://doi.org/10.1177/1178632920980462 2024-04-16T02:49:30Z This study aims to develop and validate a prediction model of societal costs during a period of 6-months in older community care-recipients across multiple European countries. Participants were older community care-recipients from 5 European countries. The outcome measure was mean 6-months total societal costs of resource utilisation (healthcare and informal care). Potential predictors included sociodemographic characteristics, functional limitations, clinical conditions, and diseases/disorders. The model was developed by performing Linear Mixed Models with a random intercept for the effect of country and validated by an internal-external validation procedure. Living alone, caregiver distress, (I)ADL impairment, required level of care support, health instability, presence of pain, behavioural problems, urinary incontinence and multimorbidity significantly predicted societal costs during 6 months. The model explained 32% of the variation within societal costs and showed good calibration in Iceland, Finland and Germany. Minor model adaptations improved model performance in The Netherland and Italy. The results can provide a valuable orientation for policymakers to better understand cost development among older community care-recipients. Despite substantial differences of countries’ care systems, a validated cross-national set of key predictors could be identified. Article in Journal/Newspaper Iceland Vrije Universiteit Amsterdam (VU): Research Portal Health Services Insights 13 117863292098046 |
institution |
Open Polar |
collection |
Vrije Universiteit Amsterdam (VU): Research Portal |
op_collection_id |
ftvuamstcris |
language |
English |
topic |
elderly people Linear Mixed Models Prediction model societal costs |
spellingShingle |
elderly people Linear Mixed Models Prediction model societal costs van Lier, Lisanne I. Bosmans, Judith E. van der Roest, Henriëtte G. Heymans, Martijn W. Garms-Homolová, Vjenka Declercq, Anja V Jónsson, Pálmi van Hout, Hein P.J. Development and Validation of a Prediction Model for 6-Month Societal Costs in Older Community Care-Recipients in Multiple Countries; the IBenC Study |
topic_facet |
elderly people Linear Mixed Models Prediction model societal costs |
description |
This study aims to develop and validate a prediction model of societal costs during a period of 6-months in older community care-recipients across multiple European countries. Participants were older community care-recipients from 5 European countries. The outcome measure was mean 6-months total societal costs of resource utilisation (healthcare and informal care). Potential predictors included sociodemographic characteristics, functional limitations, clinical conditions, and diseases/disorders. The model was developed by performing Linear Mixed Models with a random intercept for the effect of country and validated by an internal-external validation procedure. Living alone, caregiver distress, (I)ADL impairment, required level of care support, health instability, presence of pain, behavioural problems, urinary incontinence and multimorbidity significantly predicted societal costs during 6 months. The model explained 32% of the variation within societal costs and showed good calibration in Iceland, Finland and Germany. Minor model adaptations improved model performance in The Netherland and Italy. The results can provide a valuable orientation for policymakers to better understand cost development among older community care-recipients. Despite substantial differences of countries’ care systems, a validated cross-national set of key predictors could be identified. |
format |
Article in Journal/Newspaper |
author |
van Lier, Lisanne I. Bosmans, Judith E. van der Roest, Henriëtte G. Heymans, Martijn W. Garms-Homolová, Vjenka Declercq, Anja V Jónsson, Pálmi van Hout, Hein P.J. |
author_facet |
van Lier, Lisanne I. Bosmans, Judith E. van der Roest, Henriëtte G. Heymans, Martijn W. Garms-Homolová, Vjenka Declercq, Anja V Jónsson, Pálmi van Hout, Hein P.J. |
author_sort |
van Lier, Lisanne I. |
title |
Development and Validation of a Prediction Model for 6-Month Societal Costs in Older Community Care-Recipients in Multiple Countries; the IBenC Study |
title_short |
Development and Validation of a Prediction Model for 6-Month Societal Costs in Older Community Care-Recipients in Multiple Countries; the IBenC Study |
title_full |
Development and Validation of a Prediction Model for 6-Month Societal Costs in Older Community Care-Recipients in Multiple Countries; the IBenC Study |
title_fullStr |
Development and Validation of a Prediction Model for 6-Month Societal Costs in Older Community Care-Recipients in Multiple Countries; the IBenC Study |
title_full_unstemmed |
Development and Validation of a Prediction Model for 6-Month Societal Costs in Older Community Care-Recipients in Multiple Countries; the IBenC Study |
title_sort |
development and validation of a prediction model for 6-month societal costs in older community care-recipients in multiple countries; the ibenc study |
publishDate |
2020 |
url |
https://research.vu.nl/en/publications/4cf3a8b7-c0bb-46e3-be61-e609f9c935a4 https://doi.org/10.1177/1178632920980462 https://hdl.handle.net/1871.1/4cf3a8b7-c0bb-46e3-be61-e609f9c935a4 http://www.scopus.com/inward/record.url?scp=85097974074&partnerID=8YFLogxK http://www.scopus.com/inward/citedby.url?scp=85097974074&partnerID=8YFLogxK |
genre |
Iceland |
genre_facet |
Iceland |
op_source |
van Lier , L I , Bosmans , J E , van der Roest , H G , Heymans , M W , Garms-Homolová , V , Declercq , A , V Jónsson , P & van Hout , H P J 2020 , ' Development and Validation of a Prediction Model for 6-Month Societal Costs in Older Community Care-Recipients in Multiple Countries; the IBenC Study ' , Health Services Insights , vol. 13 , pp. 1-13 . https://doi.org/10.1177/1178632920980462 |
op_relation |
https://research.vu.nl/en/publications/4cf3a8b7-c0bb-46e3-be61-e609f9c935a4 |
op_rights |
info:eu-repo/semantics/openAccess |
op_doi |
https://doi.org/10.1177/1178632920980462 |
container_title |
Health Services Insights |
container_volume |
13 |
container_start_page |
117863292098046 |
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1798848309358493696 |