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The European Journal of Public Health Advance Access published online on June 10, 2008

The European Journal of Public Health, doi:10.1093/eurpub/ckn049
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© The Author 2008. Published by Oxford University Press on behalf of the European Public Health Association. All rights reserved.

Contextual factors and social consequences of incident disease

Ulla Christensen, Margit Kriegbaum, Charlotte O. Hougaard, Ole S. Mortensen and Finn Diderichsen

Department of Public Health, Section of Social Medicine, University of Copenhagen, DK-1014 Copenhagen K, Denmark

Correspondence: Ulla Christensen, Department of Public Health, Section of Social Medicine, University of Copenhagen, 5 Øster Farimagsgade, P.O.Box 2099, DK-1014 Copenhagen K, Denmark, tel: +45 35327663, fax: +45 35351181, e-mail: U.Christensen{at}socmed.ku.dk

Received September 20, 2007 , accepted May 2, 2008

Background: Large geographical variations in the incidence of disability benefits have been reported, but it is unclear to what extent that is confounded by variations in disability rates and disease pattern in the population and whether local variations in rehabilitation and health insurance practice modify the employment effect of disease. We have studied risk of labour market exclusion following incident hospitalization for ischaemic heart disease (IHD), and whether this risk may be modified by contextual factors on the municipal level. Methods: A cohort design on a 10% random sample of the whole Danish population including individuals aged 43–60 years, (n = 516.454 person-years including 840 cases of IHD). The independent variable was incident hospitalization for IHD and outcome variable was defined as job loss 2 years after the event. Regional-level data included all the 275 Danish municipalities in 1996. Results: There was a strong association between incident IHD and labour market exclusion 2 years later, odds ratio (OR) = 2.8 (95% confidence intervals (CI) 2.4–3.4). Men had less risk of being excluded than women and immigrant status, low-educational attainment and co-morbidity were significantly associated with job loss. Also, regional characteristics did independently effect labour market exclusion. However, the individual relative risk of exclusion following incident IHD was not modified substantially when neither the fixed effects of the regional-level variables nor the random effect of municipality was included in the analyses. Conclusion: Geographical variation in incidence of labour market exclusion following incident disease is not primarily an effect of differential social consequences across municipal variations in labour market and socio-economic conditions.

Keywords: contextual factors, incident disease, social consequences


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