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The European Journal of Public Health Advance Access published online on July 28, 2008

The European Journal of Public Health, doi:10.1093/eurpub/ckn044
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© 2008. The Author(s)
This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/2.0/uk/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.

Overweight status and psychological well-being in adolescent boys and girls: a multilevel analysis*

Linsay Gray and Alastair H. Leyland

MRC Social and Public Health Sciences Unit, Glasgow, UK

Correspondence: Dr Linsay Gray, MRC Social and Public Health Sciences Unit, 4 Lilybank Gardens, Glasgow G12 8RZ, UK, tel: +44 141 357 7540, fax: +44 141 337 2389, e-mail: l.gray{at}sphsu.mrc.ac.uk

Received October 23, 2007 , accepted April 25, 2008

Background: Psychological distress and high body mass index (BMI) are linked in adults, especially in females. Effects of social position and behaviour, and whether obesogenic environments affect adolescents and adults equally are unresolved. The aim was to examine associations between psychological distress and being overweight in adolescents, by sex, accounting for social, lifestyle and contextual factors. Correlation of area-level variation in overweight status in adolescents and adults was investigated. Methods: Height, weight, General Health Questionnaire 12 (GHQ12) of psychological distress, physical activity, smoking, alcohol consumption, area deprivation and social class were available on 635 male and 618 female adolescents (13–15 years) from two cross-sectional population health surveys conducted in Scotland in 1998–99/2003–04. Multilevel logistic regression modelled overweight (including obese) status accounting for intraclass correlation of adolescents in households within postcode sector areas in health board regions. Univariable analysis examined effects of high (4 or more) GHQ12 score; multivariable analysis further allowed for covariates. Adult data were used to assess the importance of correlation between adolescent and adult area-level variation. Results: Univariably, there was significantly increased risk of being overweight associated with high GHQ12 score for girls but not boys; adolescent and adult area-level variation correlation did not impact. Results remained significant for girls in multivariable analyses (OR = 2.44, 95% confidence interval (CI): 1.33–4.50) and non-significant for boys (OR = 1.31, 95% CI: 0.56–3.05). Conclusions: Findings indicate being overweight is associated with psychological distress in adolescent girls, but not boys. Effects are not mediated by social, lifestyle or contextual factors.

Keywords: adolescents, body mass index, mental health, multilevel modelling


*This work was presented orally at the 13th Annual European Public Health Association Meeting: Promoting the Public's Health: Reorienting Health Policies, Linking Health Promotion and Health Care, Graz, Austria, 10–12th November 2005.


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