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.


Journal

PloS one
ISSN: 1932-6203
Titre abrégé: PLoS One
Pays: United States
ID NLM: 101285081

Informations de publication

Date de publication:
2023
Historique:
received: 19 10 2022
accepted: 30 03 2023
medline: 24 4 2023
pubmed: 20 4 2023
entrez: 20 04 2023
Statut: epublish

Résumé

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. 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. 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. 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.

Sections du résumé

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.

Identifiants

pubmed: 37079622
doi: 10.1371/journal.pone.0284420
pii: PONE-D-22-28841
pmc: PMC10118153
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

e0284420

Informations de copyright

Copyright: © 2023 Sabariego et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

Déclaration de conflit d'intérêts

The authors have declared that no competing interests exist.

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Auteurs

Carla Sabariego (C)

Swiss Paraplegic Research, Nottwil, Switzerland.
Faculty of Health Sciences and Medicine, University of Lucerne, Lucerne, Switzerland.
Faculty of Health Sciences and Medicine, Center for Rehabilitation in Global Health Systems, University of Lucerne, Lucerne, Switzerland.

Cristina Ehrmann (C)

Swiss Paraplegic Research, Nottwil, Switzerland.

Jerome Bickenbach (J)

Swiss Paraplegic Research, Nottwil, Switzerland.
Faculty of Health Sciences and Medicine, University of Lucerne, Lucerne, Switzerland.
Faculty of Health Sciences and Medicine, Center for Rehabilitation in Global Health Systems, University of Lucerne, Lucerne, Switzerland.

Diana Pacheco Barzallo (D)

Swiss Paraplegic Research, Nottwil, Switzerland.
Faculty of Health Sciences and Medicine, University of Lucerne, Lucerne, Switzerland.
Faculty of Health Sciences and Medicine, Center for Rehabilitation in Global Health Systems, University of Lucerne, Lucerne, Switzerland.

Annelie Schedin Leiulfsrud (A)

Department of Spinal Cord Injuries, St Olav University Hospital, Trondheim, Norway.
Department of Neuromedicine and Movement Science, Norwegian University of Science and Technology, Trondheim, Norway.

Vegard Strøm (V)

Department of Research, Sunnaas Rehabilitation Hospital, Nesodden, Norway.

Rutger Osterthun (R)

Rijndam Rehabilitation, Rotterdam, the Netherlands.
Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands.

Piotr Tederko (P)

Department of Rehabilitation, Medical University of Warsaw, Warsaw, Poland.

Vanessa Seijas (V)

Swiss Paraplegic Research, Nottwil, Switzerland.
Faculty of Health Sciences and Medicine, University of Lucerne, Lucerne, Switzerland.
Faculty of Health Sciences and Medicine, Center for Rehabilitation in Global Health Systems, University of Lucerne, Lucerne, Switzerland.

Inge Eriks-Hoogland (I)

Swiss Paraplegic Research, Nottwil, Switzerland.
Faculty of Health Sciences and Medicine, University of Lucerne, Lucerne, Switzerland.
Swiss Paraplegic Centre, Nottwil, Switzerland.

Marc Le Fort (M)

CHU Nantes-Hôpital Saint-Jacques, Nantes, France.

Miguel A Gonzalez Viejo (MA)

Hospital Vall d'Hebron Barcelona, Barcelona, Spain.

Andrea Bökel (A)

Department of Rehabilitation Medicine, Hannover Medical School, Hanover, Germany.

Daiana Popa (D)

Rehabilitation Hospital Felix-Spa, Bihor, Romania.

Yannis Dionyssiotis (Y)

Spinal Cord Injury Rehabilitation Clinic, University of Patras, Rio Patras, Greece.

Alessio Baricich (A)

Department of Health Sciences, Università del Piemonte Orientale, Novara, Italy.

Alvydas Juocevicius (A)

The Center of Rehabilitation, Physical and Sports Medicine, Vilnius University Hospital Santaros Klinikos, Vilnius, Lithuania.

Paolo Amico (P)

Policlinico Hospital of Bari, Bari, Italy.

Gerold Stucki (G)

Swiss Paraplegic Research, Nottwil, Switzerland.
Faculty of Health Sciences and Medicine, University of Lucerne, Lucerne, Switzerland.
Faculty of Health Sciences and Medicine, Center for Rehabilitation in Global Health Systems, University of Lucerne, Lucerne, Switzerland.

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