Determinants of inequalities in years with disability: an international-comparative study

Author:

Nusselder Wilma J1ORCID,Rubio Valverde José1,Bopp Matthias2,Brønnum-Hansen Henrik3,Deboosere Patrick4,Kalediene Ramune5,Kovács Katalin6,Leinsalu Mall78,Martikainen Pekka9,Menvielle Gwenn10ORCID,Regidor Enrique1112,Wojtyniak Bodgan13,Mackenbach Johan P1

Affiliation:

1. Department of Public Health, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands

2. Epidemiology, Biostatistics and Prevention Institute, University of Zürich, Zürich, Switzerland

3. Department of Public Health, Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark

4. Department of Sociology, Vrije Universiteit Brussel, Brussels, Belgium

5. Department of Health Management. Lithuanian University of Health Sciences, Kaunas, Lithuania

6. Aging and health. Demographic Research Institute, Budapest, Hungary

7. Department of Sociology. Stockholm Centre for Health and Social Change, Södertörn University, Stockholm, Sweden

8. Department of Epidemiology and Biostatistics, National Institute for Health Development, Tallinn, Estonia

9. Population Research Unit, Faculty of Social Sciences, University of Helsinki, Helsinki, Finland

10. Sorbonne Université, INSERM, Institut Pierre Louis d’Epidémiologie et de Santé Publique (IPLESP UMRS 1136), Paris, France

11. Department of Public Health & Maternal and Child Health, Faculty of Medicine, Universidad Complutense de Madrid, Madrid, Spain

12. CCIBER Epidemiología y Salud Pública, Instituto Salud Carlos III, Madrid, Spain

13. Department of Population Health Monitoring and Analysis. National Institute of Public Health-National Institute of Hygiene, Warsaw, Poland

Abstract

Abstract Background Persons with a lower socioeconomic position spend more years with disability, despite their shorter life expectancy, but it is unknown what the important determinants are. This study aimed to quantify the contribution to educational inequalities in years with disability of eight risk factors: father’s manual occupation, low income, few social contacts, smoking, high alcohol consumption, high body-weight, low physical exercise and low fruit and vegetable consumption. Methods We collected register-based mortality and survey-based disability and risk factor data from 15 European countries covering the period 2010–14 for most countries. We calculated years with disability between the ages of 35 and 80 by education and gender using the Sullivan method, and determined the hypothetical effect of changing the prevalence of each risk factor to the prevalence observed among high educated (‘upward levelling scenario’), using Population Attributable Fractions. Results Years with disability among low educated were higher than among high educated, with a difference of 4.9 years among men and 5.5 years among women for all countries combined. Most risk factors were more prevalent among low educated. We found the largest contributions to inequalities in years with disability for low income (men: 1.0 year; women: 1.4 year), high body-weight (men: 0.6 year; women: 1.2 year) and father’s manual occupation (men: 0.7 year; women: 0.9 year), but contributions differed by country. The contribution of smoking was relatively small. Conclusions Disadvantages in material circumstances (low income), circumstances during childhood (father’s manual occupation) and high body-weight contribute to inequalities in years with disability.

Funder

European Commission

Academy of Finland and MINDMAP, a European Commission HORIZON 2020 research and innovation action

Federal Statistical Office

Swiss National Science Foundation

Publisher

Oxford University Press (OUP)

Subject

Public Health, Environmental and Occupational Health

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