ArticleFrontiers in public health2023
The impact of disability-related deprivation on employment opportunity at the neighborhood level: does family socioeconomic status matter?
Article in Frontiers in public health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
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Who cites it
11 citing papers in PubMed, 21 citations in OpenAlex.
- The disability and care squeeze: the effects of children's disability and special healthcare needs on parents' employment in Australia.The European journal of health economics : HEPAC : health economics in prevention and care · 2026Article
- Barriers to Health Equity and Contributors to Health Disparities Among Individuals with Intellectual and Developmental Disabilities: A Narrative Review.Future (Basel, Switzerland) · 2026Article
- Tobacco smoking by disability status before and after COVID-19 onset: a repeated cross-sectional analysis of 1 087 678 adults.European journal of public health · 2026Article
- Factors associated with morbidities among persons with disabilities in Malaysia.Scientific reports · 2026Article
- Inclusive legal education as an upstream intervention: building legal governance and capacity for health equity.Frontiers in public health · 2026Article
- Work restrictions and Unfitness to work: Prevalence and risk factors a cross-sectional study on 70 000 occupational visits.PloS one · 2026Article
- Review
- Article
- The hidden threat of cysticercosis: A neglected public health problem.Open veterinary journal · 2025Review
- A National Analysis of Self-Employment Among People with Disabilities Across Demographic and Geographic Factors.Journal of rehabilitation · 2025Article
- Examining the impact of spatial accessibility to rehabilitation facilities on the degree of disability: A heterogeneity perspective.SSM - population health · 2023Article
Corrections and comments
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Authors and funding
4 authors at 4 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Introduction: Difficulties in attaining employment significantly contribute to socioeconomic poverty among individuals with disabilities. However, our understanding of how socioeconomic deprivation experienced by individuals and families with disabilities influences employment opportunities remains incomplete. This study aims to explore the relationship between index of disability-related multiple deprivation (IDMD) and employment opportunities (EMPO), while also investigating the role of family socioeconomic status (FSES) in shaping this relation. Methods: This study explores the heterogeneous effects of IDMD, FSES, and the interaction between IDMD*FSES on EMPO among four disabled population groups categorized by IDMD and FSES. Results: Results reveal that IDMD has a significant negative impact on EMPO, suggesting that persons with disabilities are confronted with a poverty trap resulting from the relationship between IDMD and EMPO. Furthermore, FSES demonstrates an effective moderating role in the IDMD-EMPO relationship, with the greatest impact observed among disabled population groups characterized by high IDMD and low FSES. Discussion: The findings suggest that family-level support is crucial for vulnerable groups of disabled individuals to overcome the poverty trap, surpassing the reliance on individual-level assistance alone. This study supports a paradigm shift in comprehending disability-related deprivation by acknowledging its association with families, thereby presenting opportunities to enhance the welfare of people with disabilities.
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