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Ageing, functioning patterns and their environmental determinants in the spinal cord injury (SCI) population: A comparative analysis across eleven European countries implementing the International Spinal Cord Injury Community Survey

BACKGROUND: As the European population with Spinal Cord Injury (SCI) is expected to become older, a better understanding of ageing with SCI using functioning, the health indicator used to model healthy ageing trajectories, is needed. We aimed to describe patterns of functioning in SCI by chronologic...

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Autores principales: Sabariego, Carla, Ehrmann, Cristina, Bickenbach, Jerome, Pacheco Barzallo, Diana, Schedin Leiulfsrud, Annelie, Strøm, Vegard, Osterthun, Rutger, Tederko, Piotr, Seijas, Vanessa, Eriks-Hoogland, Inge, Le Fort, Marc, Gonzalez Viejo, Miguel A., Bökel, Andrea, Popa, Daiana, Dionyssiotis, Yannis, Baricich, Alessio, Juocevicius, Alvydas, Amico, Paolo, Stucki, Gerold
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10118153/
https://www.ncbi.nlm.nih.gov/pubmed/37079622
http://dx.doi.org/10.1371/journal.pone.0284420
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author Sabariego, Carla
Ehrmann, Cristina
Bickenbach, Jerome
Pacheco Barzallo, Diana
Schedin Leiulfsrud, Annelie
Strøm, Vegard
Osterthun, Rutger
Tederko, Piotr
Seijas, Vanessa
Eriks-Hoogland, Inge
Le Fort, Marc
Gonzalez Viejo, Miguel A.
Bökel, Andrea
Popa, Daiana
Dionyssiotis, Yannis
Baricich, Alessio
Juocevicius, Alvydas
Amico, Paolo
Stucki, Gerold
author_facet Sabariego, Carla
Ehrmann, Cristina
Bickenbach, Jerome
Pacheco Barzallo, Diana
Schedin Leiulfsrud, Annelie
Strøm, Vegard
Osterthun, Rutger
Tederko, Piotr
Seijas, Vanessa
Eriks-Hoogland, Inge
Le Fort, Marc
Gonzalez Viejo, Miguel A.
Bökel, Andrea
Popa, Daiana
Dionyssiotis, Yannis
Baricich, Alessio
Juocevicius, Alvydas
Amico, Paolo
Stucki, Gerold
author_sort Sabariego, Carla
collection PubMed
description BACKGROUND: As the European population with Spinal Cord Injury (SCI) is expected to become older, a better understanding of ageing with SCI using functioning, the health indicator used to model healthy ageing trajectories, is needed. We aimed to describe patterns of functioning in SCI by chronological age, age at injury and time since injury across eleven European countries using a common functioning metric, and to identify country-specific environmental determinants of functioning. METHODS: Data from 6’635 participants of the International Spinal Cord Injury Community Survey was used. The hierarchical version of Generalized Partial Credit Model, casted in a Bayesian framework, was used to create a common functioning metric and overall scores. For each country, linear regression was used to investigate associations between functioning, chronological age, age at SCI or time since injury for persons with para- and tetraplegia. Multiple linear regression and the proportional marginal variance decomposition technique were used to identify environmental determinants. RESULTS: In countries with representative samples older chronological age was consistently associated with a decline in functioning for paraplegia but not for tetraplegia. Age at injury and functioning level were associated, but patterns differed across countries. An association between time since injury and functioning was not observed in most countries, neither for paraplegia nor for tetraplegia. Problems with the accessibility of homes of friends and relatives, access to public places and long-distance transportation were consistently key determinants of functioning. CONCLUSIONS: Functioning is a key health indicator and the fundament of ageing research. Enhancing methods traditionally used to develop metrics with Bayesian approach, we were able to create a common metric of functioning with cardinal properties and to estimate overall scores comparable across countries. Focusing on functioning, our study complements epidemiological evidence on SCI-specific mortality and morbidity in Europe and identify initial targets for evidence-informed policy-making.
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spelling pubmed-101181532023-04-21 Ageing, functioning patterns and their environmental determinants in the spinal cord injury (SCI) population: A comparative analysis across eleven European countries implementing the International Spinal Cord Injury Community Survey Sabariego, Carla Ehrmann, Cristina Bickenbach, Jerome Pacheco Barzallo, Diana Schedin Leiulfsrud, Annelie Strøm, Vegard Osterthun, Rutger Tederko, Piotr Seijas, Vanessa Eriks-Hoogland, Inge Le Fort, Marc Gonzalez Viejo, Miguel A. Bökel, Andrea Popa, Daiana Dionyssiotis, Yannis Baricich, Alessio Juocevicius, Alvydas Amico, Paolo Stucki, Gerold PLoS One Research Article BACKGROUND: As the European population with Spinal Cord Injury (SCI) is expected to become older, a better understanding of ageing with SCI using functioning, the health indicator used to model healthy ageing trajectories, is needed. We aimed to describe patterns of functioning in SCI by chronological age, age at injury and time since injury across eleven European countries using a common functioning metric, and to identify country-specific environmental determinants of functioning. METHODS: Data from 6’635 participants of the International Spinal Cord Injury Community Survey was used. The hierarchical version of Generalized Partial Credit Model, casted in a Bayesian framework, was used to create a common functioning metric and overall scores. For each country, linear regression was used to investigate associations between functioning, chronological age, age at SCI or time since injury for persons with para- and tetraplegia. Multiple linear regression and the proportional marginal variance decomposition technique were used to identify environmental determinants. RESULTS: In countries with representative samples older chronological age was consistently associated with a decline in functioning for paraplegia but not for tetraplegia. Age at injury and functioning level were associated, but patterns differed across countries. An association between time since injury and functioning was not observed in most countries, neither for paraplegia nor for tetraplegia. Problems with the accessibility of homes of friends and relatives, access to public places and long-distance transportation were consistently key determinants of functioning. CONCLUSIONS: Functioning is a key health indicator and the fundament of ageing research. Enhancing methods traditionally used to develop metrics with Bayesian approach, we were able to create a common metric of functioning with cardinal properties and to estimate overall scores comparable across countries. Focusing on functioning, our study complements epidemiological evidence on SCI-specific mortality and morbidity in Europe and identify initial targets for evidence-informed policy-making. Public Library of Science 2023-04-20 /pmc/articles/PMC10118153/ /pubmed/37079622 http://dx.doi.org/10.1371/journal.pone.0284420 Text en © 2023 Sabariego et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Sabariego, Carla
Ehrmann, Cristina
Bickenbach, Jerome
Pacheco Barzallo, Diana
Schedin Leiulfsrud, Annelie
Strøm, Vegard
Osterthun, Rutger
Tederko, Piotr
Seijas, Vanessa
Eriks-Hoogland, Inge
Le Fort, Marc
Gonzalez Viejo, Miguel A.
Bökel, Andrea
Popa, Daiana
Dionyssiotis, Yannis
Baricich, Alessio
Juocevicius, Alvydas
Amico, Paolo
Stucki, Gerold
Ageing, functioning patterns and their environmental determinants in the spinal cord injury (SCI) population: A comparative analysis across eleven European countries implementing the International Spinal Cord Injury Community Survey
title Ageing, functioning patterns and their environmental determinants in the spinal cord injury (SCI) population: A comparative analysis across eleven European countries implementing the International Spinal Cord Injury Community Survey
title_full Ageing, functioning patterns and their environmental determinants in the spinal cord injury (SCI) population: A comparative analysis across eleven European countries implementing the International Spinal Cord Injury Community Survey
title_fullStr Ageing, functioning patterns and their environmental determinants in the spinal cord injury (SCI) population: A comparative analysis across eleven European countries implementing the International Spinal Cord Injury Community Survey
title_full_unstemmed Ageing, functioning patterns and their environmental determinants in the spinal cord injury (SCI) population: A comparative analysis across eleven European countries implementing the International Spinal Cord Injury Community Survey
title_short Ageing, functioning patterns and their environmental determinants in the spinal cord injury (SCI) population: A comparative analysis across eleven European countries implementing the International Spinal Cord Injury Community Survey
title_sort ageing, functioning patterns and their environmental determinants in the spinal cord injury (sci) population: a comparative analysis across eleven european countries implementing the international spinal cord injury community survey
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10118153/
https://www.ncbi.nlm.nih.gov/pubmed/37079622
http://dx.doi.org/10.1371/journal.pone.0284420
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