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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...
Autores principales: | , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2023
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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. |
format | Online Article Text |
id | pubmed-10118153 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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