Swiss Paraplegic Research, Nottwil, Switzerland.
Faculty of Health Sciences and Medicine, University of Lucerne, Lucerne, Switzerland.
PLoS One. 2023 Apr 20;18(4):e0284420. doi: 10.1371/journal.pone.0284420. eCollection 2023.
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.
随着欧洲脊髓损伤(SCI)人群年龄的增长,需要更好地了解 SCI 人群的衰老情况,而功能是用于构建健康衰老轨迹模型的健康指标。我们旨在使用通用功能度量标准,通过年龄、损伤时的年龄和损伤后时间,描述 11 个欧洲国家的 SCI 人群的功能模式,并确定功能的特定国家环境决定因素。
使用来自国际脊髓损伤社区调查的 6635 名参与者的数据。使用广义部分信用模型的分层版本,并采用贝叶斯框架,创建通用功能度量标准和总体评分。对于每个国家,线性回归用于研究四肢瘫和截瘫患者的功能与年龄、损伤时的年龄或损伤后时间之间的关联。多元线性回归和比例边际方差分解技术用于确定环境决定因素。
在具有代表性样本的国家中,年龄较大与四肢瘫功能下降有关,但与截瘫无关。损伤时的年龄和功能水平相关,但模式因国家而异。大多数国家中,未观察到损伤后时间与功能之间的关联,无论是四肢瘫还是截瘫。朋友和亲戚家的可达性问题、公共场所以及长途交通的可达性是功能的关键决定因素。
功能是关键的健康指标,也是衰老研究的基础。通过使用贝叶斯方法增强传统方法来开发指标,我们能够创建具有基数属性的通用功能度量标准,并估计可在国家间进行比较的总体评分。关注功能,我们的研究补充了欧洲关于 SCI 特定死亡率和发病率的流行病学证据,并确定了循证决策的初步目标。