Educational disparities in the burden of disability: contributions of disease prevalence and disabling impact
- PMID: 24922134
- PMCID: PMC4103239
- DOI: 10.2105/AJPH.2014.301924
Educational disparities in the burden of disability: contributions of disease prevalence and disabling impact
Abstract
Objectives: We assessed the contributions of the prevalence and disabling impact of specific diseases to educational disparities in the prevalence of disability.
Methods: We examined a large representative survey of the Dutch population, the Dutch Permanent Survey of Living Conditions (2001-2007; n = 24 883; ages 40-97 years). We attributed the prevalence of disability to chronic diseases by using their empirical associations and assuming independent competing causes of disability. We estimated contributions of prevalence and the disabling impact of diseases to disparities in disability using counterfactuals.
Results: We found that the prevalence of disability in individuals with only an elementary education was 19 to 20 percentage points higher than that in individuals with tertiary education. Sixty-five percent of this difference could be attributed to specific chronic diseases, but more so to their disabling impact (49%-51%) than to their prevalence (20%-29%). Back pain, neck or arm conditions, and peripheral vascular disease contributed most to the disparity in men, and arthritis, back pain, and chronic nonspecific lung disease contributed most to the disparity in women.
Conclusions: Educational disparities in the burden of disability were primarily caused by high disabling impacts of chronic diseases among low educated groups. Tackling disparities might require more effective treatment or rehabilitation of disability in lower socioeconomic groups.
Figures
Similar articles
-
Contribution of chronic diseases to educational disparity in disability in France: results from the cross-sectional "disability-health" survey.Arch Public Health. 2019 Jan 11;77:2. doi: 10.1186/s13690-018-0326-9. eCollection 2019. Arch Public Health. 2019. PMID: 30651987 Free PMC article.
-
Contribution of chronic disease to the burden of disability.PLoS One. 2011;6(9):e25325. doi: 10.1371/journal.pone.0025325. Epub 2011 Sep 22. PLoS One. 2011. PMID: 21966497 Free PMC article.
-
Contribution of chronic conditions to gender disparities in disability in the older population in Brazil, 2013.Int J Public Health. 2016 Dec;61(9):1003-1012. doi: 10.1007/s00038-016-0843-7. Epub 2016 Jun 23. Int J Public Health. 2016. PMID: 27339159
-
Disparities in Disability by Educational Attainment Across US States.Am J Public Health. 2017 Jul;107(7):1101-1108. doi: 10.2105/AJPH.2017.303768. Epub 2017 May 18. Am J Public Health. 2017. PMID: 28520490 Free PMC article.
-
What low back pain is and why we need to pay attention.Lancet. 2018 Jun 9;391(10137):2356-2367. doi: 10.1016/S0140-6736(18)30480-X. Epub 2018 Mar 21. Lancet. 2018. PMID: 29573870 Review.
Cited by
-
Socioeconomic disparities in gait speed and associated characteristics in early old age.BMC Musculoskelet Disord. 2016 Apr 23;17:178. doi: 10.1186/s12891-016-1033-8. BMC Musculoskelet Disord. 2016. PMID: 27108078 Free PMC article.
-
Contribution of chronic conditions to functional limitations using a multinomial outcome: results for the older population in Belgium and Brazil.Arch Public Health. 2017 Dec 18;75:68. doi: 10.1186/s13690-017-0235-3. eCollection 2017. Arch Public Health. 2017. PMID: 29270292 Free PMC article.
-
Contribution of Chronic Conditions to the Disability Burden across Smoking Categories in Middle-Aged Adults, Belgium.PLoS One. 2016 Apr 22;11(4):e0153726. doi: 10.1371/journal.pone.0153726. eCollection 2016. PLoS One. 2016. PMID: 27105185 Free PMC article.
-
Correlates of disability among primary care patients with common mental disorders and chronic medical conditions- a cross-sectional study from rural South India.Soc Psychiatry Psychiatr Epidemiol. 2025 Apr;60(4):859-868. doi: 10.1007/s00127-024-02727-w. Epub 2024 Jul 23. Soc Psychiatry Psychiatr Epidemiol. 2025. PMID: 39044019 Free PMC article. Clinical Trial.
-
Sensorimotor, cognitive and affective behavior according to perceived level of disability in patients with chronic low back pain: an observational cross-sectional study.J Musculoskelet Neuronal Interact. 2023 Mar 1;23(1):72-83. J Musculoskelet Neuronal Interact. 2023. PMID: 36856102 Free PMC article.
References
-
- Mackenbach JP, Stirbu I, Roskam AJ et al. Socioeconomic inequalities in health in 22 European countries. N Engl J Med. 2008;358(23):2468–2481. - PubMed
-
- Mackenbach JP, Bos V, Andersen O et al. Widening socioeconomic inequalities in mortality in six Western European countries. Int J Epidemiol. 2003;32(5):830–837. - PubMed
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources
Other Literature Sources
Medical