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Modelling the social determinants of health and simulating short-term and long-term intervention impacts for the city of Toronto, Canada

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  • Mahamoud, Aziza
  • Roche, Brenda
  • Homer, Jack

Abstract

There is a substantial body of evidence highlighting the importance of the social determinants of health in shaping the health of urban populations in Canada. The low socio-economic status of marginalized, disadvantaged, and precarious populations in urban settings has been linked to adverse health outcomes including chronic and infectious disease, negative health behaviours, barriers to accessing health care services, and overall mortality. Given the dynamic complexities and inter-relationships surrounding the underlying drivers of population health outcomes and inequities, it is difficult to assess program and policy intervention tradeoffs, particularly when such interventions are studied with static models. To address this challenge, we have adopted a systems science approach and developed a simulation model for the City of Toronto, Canada, utilizing system dynamics modelling methodology. The model simulates changes in health, social determinants, and disparities from 2006 and projects forward to 2046 under different assumptions. Most of the variables in the model are stratified by ethnicity, immigration status, and gender, and capture the characteristics of adults aged 25–64. Intervention areas include health care access, behaviour, income, housing, and social cohesion. The model simulates alternative scenarios to help demonstrate the relative impact of different interventions on poor health outcomes such as chronic disease rates, disability rates, and mortality rate. It gives insight into how much, and how quickly, interventions can reduce mortality and morbidity. We believe this will serve as a useful learning tool to allow diverse stakeholders and policy makers to ask “what if” questions and map effective policy directions for complex population health problems, and will enable communities to think about their health futures.

Suggested Citation

  • Mahamoud, Aziza & Roche, Brenda & Homer, Jack, 2013. "Modelling the social determinants of health and simulating short-term and long-term intervention impacts for the city of Toronto, Canada," Social Science & Medicine, Elsevier, vol. 93(C), pages 247-255.
  • Handle: RePEc:eee:socmed:v:93:y:2013:i:c:p:247-255
    DOI: 10.1016/j.socscimed.2012.06.036
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    References listed on IDEAS

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    1. Milstein, B. & Homer, J. & Hirsch, G., 2010. "Analyzing national health reform strategies with a dynamic simulation model," American Journal of Public Health, American Public Health Association, vol. 100(5), pages 811-819.
    2. Sterman, J.D., 2006. "Learning from evidence in a complex world," American Journal of Public Health, American Public Health Association, vol. 96(3), pages 505-514.
    3. Homer, J.B. & Hirsch, G.B., 2006. "System dynamics modeling for public health: Background and opportunities," American Journal of Public Health, American Public Health Association, vol. 96(3), pages 452-458.
    4. Braveman, P.A. & Cubbin, C. & Egerter, S. & Williams, D.R. & Pamuk, E., 2010. "Socioeconomic disparities in health in the united States: What the patterns tell us," American Journal of Public Health, American Public Health Association, vol. 100(S1), pages 186-196.
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    Cited by:

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    2. Demir, Eren & Yakutcan, Usame & Page, Stephen, 2024. "Using simulation modelling to transform hospital planning and management to address health inequalities," Social Science & Medicine, Elsevier, vol. 347(C).
    3. Hassmiller Lich, Kristen & Urban, Jennifer Brown & Frerichs, Leah & Dave, Gaurav, 2017. "Extending systems thinking in planning and evaluation using group concept mapping and system dynamics to tackle complex problems," Evaluation and Program Planning, Elsevier, vol. 60(C), pages 254-264.
    4. Chang, Angela Y. & Ogbuoji, Osondu & Atun, Rifat & Verguet, Stéphane, 2017. "Dynamic modeling approaches to characterize the functioning of health systems: A systematic review of the literature," Social Science & Medicine, Elsevier, vol. 194(C), pages 160-167.

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