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Social capital and adolescent smoking in schools and communities: A cross-classified multilevel analysis

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  • De Clercq, Bart
  • Pfoertner, Timo-Kolja
  • Elgar, Frank J.
  • Hublet, Anne
  • Maes, Lea

Abstract

We sought to determine whether social capital at the individual-, school- and community-level can explain variance in adolescent smoking and accounts for social inequalities in smoking. We collected data as part of the 2005/6 Health Behavior in School-aged Children survey, a nationally representative survey of the health and well-being of high school pupils in Belgium (Flanders). Social capital was assessed by structural and cognitive components of family social capital, a four-factor school social capital scale and a cognitive community social capital scale. We fitted non-hierarchical multilevel models to the data, with 8453 adolescents nested within a cross-classification of 167 schools and 570 communities. Significant variation in adolescent regular smoking was found between schools, but not between communities. Only structural family social capital and cognitive school social capital variables negatively related to regular smoking. No interactions between socio-economic status and social capital variables were found. Our findings suggest that previously observed community-level associations with adolescent smoking may be a consequence of unmeasured confounding. Distinguishing nested contexts of social capital is important because their associations with smoking differ.

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  • De Clercq, Bart & Pfoertner, Timo-Kolja & Elgar, Frank J. & Hublet, Anne & Maes, Lea, 2014. "Social capital and adolescent smoking in schools and communities: A cross-classified multilevel analysis," Social Science & Medicine, Elsevier, vol. 119(C), pages 81-87.
  • Handle: RePEc:eee:socmed:v:119:y:2014:i:c:p:81-87
    DOI: 10.1016/j.socscimed.2014.08.018
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    1. Harvey Goldstein & Jon Rasbash, 1996. "Improved Approximations for Multilevel Models with Binary Responses," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 159(3), pages 505-513, May.
    2. Winkleby, M.A. & Jatulis, D.E. & Frank, E. & Fortmann, S.P., 1992. "Socioeconomic status and health: How education, income, and occupation contribute to risk factors for cardiovascular disease," American Journal of Public Health, American Public Health Association, vol. 82(6), pages 816-820.
    3. Aminzadeh, Kaveh & Denny, Simon & Utter, Jennifer & Milfont, Taciano L. & Ameratunga, Shanthi & Teevale, Tasileta & Clark, Terryann, 2013. "Neighbourhood social capital and adolescent self-reported wellbeing in New Zealand: A multilevel analysis," Social Science & Medicine, Elsevier, vol. 84(C), pages 13-21.
    4. Oecd, 2013. "Public Health in an Age of Genomics," OECD Science, Technology and Industry Policy Papers 8, OECD Publishing.
    5. Currie, Candace & Molcho, Michal & Boyce, William & Holstein, Bjørn & Torsheim, Torbjørn & Richter, Matthias, 2008. "Researching health inequalities in adolescents: The development of the Health Behaviour in School-Aged Children (HBSC) Family Affluence Scale," Social Science & Medicine, Elsevier, vol. 66(6), pages 1429-1436, March.
    6. Takakura, Minoru, 2011. "Does social trust at school affect students' smoking and drinking behavior in Japan?," Social Science & Medicine, Elsevier, vol. 72(2), pages 299-306, January.
    7. Duncan, Craig & Jones, Kelvyn & Moon, Graham, 1996. "Health-related behaviour in context: A multilevel modelling approach," Social Science & Medicine, Elsevier, vol. 42(6), pages 817-830, March.
    8. Macintyre, Sally & Ellaway, Anne & Cummins, Steven, 2002. "Place effects on health: how can we conceptualise, operationalise and measure them?," Social Science & Medicine, Elsevier, vol. 55(1), pages 125-139, July.
    9. Chuang, Ying-Chih & Chuang, Kun-Yang, 2008. "Gender differences in relationships between social capital and individual smoking and drinking behavior in Taiwan," Social Science & Medicine, Elsevier, vol. 67(8), pages 1321-1330, October.
    10. McLellan, Lyndall & Rissel, Chris & Donnelly, Neil & Bauman, Adrian, 1999. "Health behaviour and the school environment in New South Wales, Australia," Social Science & Medicine, Elsevier, vol. 49(5), pages 611-619, September.
    11. Candace Currie & Saoirse Nic Gabhainn & Emmanuelle Godeau, 2009. "The Health Behaviour in School-aged Children: WHO Collaborative Cross-National (HBSC) Study: origins, concept, history and development 1982–2008," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 54(2), pages 131-139, September.
    12. De Clercq, B. & Vyncke, V. & Hublet, A. & Elgar, F.J. & Ravens-Sieberer, U. & Currie, C. & Hooghe, M. & Ieven, A. & Maes, L., 2012. "Social capital and social inequality in adolescents’ health in 601 Flemish communities: A multilevel analysis," Social Science & Medicine, Elsevier, vol. 74(2), pages 202-210.
    13. Duncan, Craig & Jones, Kelvyn & Moon, Graham, 1998. "Context, composition and heterogeneity: Using multilevel models in health research," Social Science & Medicine, Elsevier, vol. 46(1), pages 97-117, January.
    14. Diez-Roux, A.V., 1998. "Bringing context back into epidemiology: Variables and fallacies in multilevel analysis," American Journal of Public Health, American Public Health Association, vol. 88(2), pages 216-222.
    15. Matthias Richter & Carine Vereecken & William Boyce & Lea Maes & Saoirse Gabhainn & Candace Currie, 2009. "Parental occupation, family affluence and adolescent health behaviour in 28 countries," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 54(4), pages 203-212, August.
    16. Lundborg, Petter, 2005. "Social capital and substance use among Swedish adolescents--an explorative study," Social Science & Medicine, Elsevier, vol. 61(6), pages 1151-1158, September.
    17. Moore, S. & Shiell, A. & Hawe, P. & Haines, V.A., 2005. "The privileging of communitarian ideas: Citation practices and the translation of social capital into public health research," American Journal of Public Health, American Public Health Association, vol. 95(8), pages 1330-1337.
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