Skip to main content
Log in

Modelling the Community as a Determinant of Health

  • Published:
Canadian Journal of Public Health Aims and scope Submit manuscript

Abstract

Widespread recognition is given to the idea that an individual’s health is influenced by the ways an individual works, rests and plays as well as genetic endowments. More recently, some researchers have suggested that the relationships between individual ‘characteristics’ and health are influenced by the context or community of the individual. Although the notion of the community as a determinant of health is not new, the incorporation of the community in empirical research on the determinants of health has been based on simple statistical models that fail to reflect the complex nature of the individual-community interface. In this paper we use the methods developed in educational research to show how separate statistical models for variations in health between communities and between individuals can be combined to provide a multi-level model for the determinants of health of populations.

Résumé

L’idée que la santé d’un individu est influencée par son travail, ses loisirs et ses plaisirs, et par son bagage génétique, est généralement acceptée. Récemment, des chercheurs ont suggéré que la relation entre santé et caractéristiques des individus dépend du milieu de vie ou de la communauté de résidence. Depuis longtemps, on reconnaît en santé publique que la communauté est un déterminant de la santé. Dans les recherches empiriques, la communauté a été considérée comme toutes les autres variables individuelles dans des modèles statistiques qui ne traduisent pas la complexité de la relation individu-communauté. Les procédures statistiques développées dans les sciences de l’éducation proposent des modèles qui combinent les variations des états de santé dues aux caractéristiques des individus et à celles de la communauté. Un modèle multi-niveaux pour l’analyse des déterminants de la santé de population est décrit et proposé.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. Hancock T. Lalonde and beyond: Looking back at a new perspective on the health of Canadians. Health Prom 1986;1:93–100.

    Article  CAS  Google Scholar 

  2. Gunning-Schepers L, Hagen J. Avoidable burden of illness: How much can prevention contribute to health? Soc Sci Med 1987;24:945–51.

    Article  CAS  PubMed  Google Scholar 

  3. World Health Organization, Health and Welfare Canada, Canadian Public Health Association. Ottawa Charter for Health Promotion. Ottawa: Health and Welfare Canada, 1986.

    Google Scholar 

  4. Sagan L. The Health of Nations. New York: Basic Books, 1987.

    Google Scholar 

  5. Evans R, Stoddart G. Producing health, consuming health care. Soc Sci Med 1990;31:1347–63.

    Article  CAS  PubMed  Google Scholar 

  6. Birch S, Stoddart G, Béland F. Modelling the community as a determinant of health. Centre for Health Economics and Policy Analysis Working Paper 97–9, McMaster University, Hamilton, Ontario, 1997.

    Google Scholar 

  7. Diez-Roux A. Bringing context back into epidemiology: Variables and fallacies in multilevel analysis. Am J Public Health 1998;88:216–22.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  8. Duncan C, Jones K, Moon G. Do places matter? A multi-level analysis of regional variations in health-related behaviour in Britain. Soc Sci Med 1993;37:725–33.

    Article  CAS  PubMed  Google Scholar 

  9. Newachek P. Access to ambulatory care for poor persons. Health Serv Res 1988;23:401–19.

    Google Scholar 

  10. Turner B. Economic context and the health effects of unemployment. J Health Soc Behav 1995;36:213–29.

    Article  CAS  PubMed  Google Scholar 

  11. Aitken M, Longford N. Statistical modelling in school effectiveness studies. J Royal Statistical Society Series A, 1986;149:1–43.

    Article  Google Scholar 

  12. Rice N, Leyland A. Multi-level models: Applications to health data. J Health Serv Res Pol 1996;1:154–64.

    Article  CAS  Google Scholar 

  13. Goldstein H. Multilevel Models in Educational and Social Research. London: Charles Griffin, 1987.

    Google Scholar 

  14. Goldstein H. Non-linear multilevel models, with an application to discrete response data. Biometrika 1991;78:45–51.

    Article  Google Scholar 

  15. Goldstein H. Multilevel cross-classified models. Sociological Methods and Research 1994;22:364–75.

    Article  Google Scholar 

  16. Jones K, Duncan C. People and places: The multi-level model as a general framework for the quantitative analysis of geographical data. Paper presented at the Workshop on Spatial Modelling and GIS, Bristol, UK, June 1994.

    Google Scholar 

  17. Blaxter M. Health and Lifestyles. London: Tavistock/Routledge, 1990.

    Book  Google Scholar 

  18. Jones K, Duncan C. Individuals and their ecologies: Analysing the geography of chronic illness within a multi level modelling framework. Health and Place 1995;1:27–40.

    Article  Google Scholar 

  19. Kristiansen I, Holtedahl K. Effect of the remuneration system on the general practitioner’s choice between surgery consultations and home visits. J Epidemiol Commun Health 1993;47:481–84.

    Article  CAS  Google Scholar 

  20. Kristiansen I, Mooney G. The general practitioner’s use of time: Is it influenced by the remuneration system? Soc Sci Med 1993;37:393–99.

    Article  CAS  PubMed  Google Scholar 

  21. Scott A, Shiell A. Do fee descriptors influence treatment choices in general practice? A multilevel discrete choice model. University of Aberdeen, Health Economics Research Unit, Aberdeen, 1995.

    Google Scholar 

  22. Scott A, Shiell A. A multi-level logit model of the effect of competition on general practitioners’behaviour. Paper presented at the Third European Conference on Health Economics, Stockholm, Sweden, August 20–22, 1995.

    Google Scholar 

  23. Carr-Hill R, Hardman G, Martin S, et al. A formula for distributing NHS revenues based on small area use of hospital beds. York, UK: University of York, Centre for Health Economics, 1994.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

About this article

Cite this article

Birch, S., Stoddart, G. & Béland, F. Modelling the Community as a Determinant of Health. Can J Public Health 89, 402–405 (1998). https://doi.org/10.1007/BF03404083

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/BF03404083

Navigation