Evaluating the disability employment gap and Its determinants: findings from a population-based cohort study in spinal cord injury
Mahesh Sarki, Urban Schwegler, George Austin-Cliff, Mayra Galvis Aparicio, Christine Reuse, Martin W. G. Brinkhof

TL;DR
This study examines employment disparities among people with spinal cord injuries in Switzerland and identifies factors influencing their employment rates.
Contribution
The study provides new insights into the determinants of employment gaps among individuals with spinal cord injuries using population-based data.
Findings
Disability employment gaps decreased over time for individuals with complete tetraplegia.
Those with the fewest years of education experienced a marginal increase in employment gaps.
Regional disparities in employment opportunities were observed.
Abstract
The disability employment gap (DEG) is instrumental in monitoring social progress and employment inequalities. This study evaluated the DEG and its determinants among people with spinal cord injury (SCI) in Switzerland. Employment data from three consecutive population-based surveys were analyzed and compared with the general Swiss population, matched according to sex, age, year, and region of residence. Mixed-effects Poisson regression modelling was applied to evaluate the determinants of labor market participation (LMP) and derive marginal predictions for the DEG. DEGs decreased over calendar time, with individuals with complete tetraplegia exhibiting the most substantial reduction (2012: −37%, 2022: −25%); however, their probability of LMP in 2022 remained 25% lower than those with incomplete paraplegia. The DEG marginally increased among those with the fewest years of education…
Genes, proteins, chemicals, diseases, species, mutations and cell lines named across the full text — each resolved to its canonical identifier and authoritative record.
Click any figure to enlarge with its caption.
Figure 1
Figure 2Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsSpinal Cord Injury Research · Disability Education and Employment · Cerebral Palsy and Movement Disorders
