Swiss Paraplegic Research, Nottwil, Switzerland.
Department of Health Sciences and Medicine, University of Lucerne, Nottwil, Switzerland.
Spinal Cord. 2021 Apr;59(4):429-440. doi: 10.1038/s41393-020-00598-x. Epub 2021 Jan 14.
Longitudinal, population-based survey.
To examine determinants of between-person differences in labor market participation of individuals with spinal cord injury (SCI) living in Switzerland and their potential importance for policy.
Community.
Longitudinal information on labor market participation (i.e., paid work or not) was obtained from 1198 and 1035 individuals of working-age participating in the 2012 and 2017 SwiSCI community survey, respectively. Determinants of between-person variation in labor market participation were examined using mixed effects logistic regression, controlling for within-person variation. Employment rates were predicted using counterfactual data for modifiable determinants.
The employment rate was 56% for the 2012 and 61% for the 2017 survey. Labor market participation was affected mostly by static (sex, nationality, SCI severity), temporal (age), dynamic (education level, functional independence, chronic pain), and policy-related (general pension, disability pension level) determinants. Counterfactual (what-if) predictions indicated the highest improvement of employment rates for strategies that increase functional independence (up to 6% increase), foster education (5%), reduce chronic pain (2%), or promote a shift to partial disability pensions (15%).
Between-person variation in labor market participation of persons with SCI is influenced by various temporal, static, dynamic, and policy-related determinants. Our results suggest that policy strategies aimed at enhancing the employment rate of the Swiss SCI population may particularly invest in programs promoting functional independence, education, and partial pension levels that are more adequate for ensuring sustainable employment.
纵向、基于人群的调查。
研究瑞士脊髓损伤(SCI)患者劳动力参与的个体间差异的决定因素及其对政策的潜在重要性。
社区。
通过参加 2012 年和 2017 年瑞士脊髓损伤社区调查的 1198 名和 1035 名工作年龄个体,分别获得劳动力参与(即有偿工作或无)的纵向信息。使用混合效应逻辑回归检查个体间劳动力参与差异的决定因素,同时控制个体内变异。使用可改变决定因素的反事实数据预测就业率。
2012 年的就业率为 56%,2017 年为 61%。劳动力市场参与主要受静态(性别、国籍、SCI 严重程度)、时间(年龄)、动态(教育水平、功能独立性、慢性疼痛)和政策相关(一般养老金、残疾养老金水平)决定因素的影响。反事实(如果……会怎样)预测表明,增加功能独立性(增加高达 6%)、促进教育(5%)、减少慢性疼痛(2%)或促进部分残疾养老金(15%)的策略可最大程度提高就业率。
SCI 患者劳动力参与的个体间差异受多种时间、静态、动态和政策相关决定因素的影响。我们的研究结果表明,旨在提高瑞士 SCI 人群就业率的政策策略可能特别投资于促进功能独立性、教育和更适合确保可持续就业的部分养老金水平的方案。