Skip to main content

Advertisement

Log in

Neighbourhood-level marginalization and avoidable mortality in Ontario, Canada: a population-based study

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

Abstract

Objective

To examine the impact of neighbourhood marginalization on avoidable mortality (AM) from preventable and treatable causes of death.

Methods

All premature deaths between 1993 and 2014 (N = 691,453) in Ontario, Canada, were assigned to quintiles of neighbourhood marginalization using the four dimensions of the Ontario Marginalization Index: dependency, ethnic concentration, material deprivation, and residential instability. We conducted two multivariate logistic regressions to examine the association between neighbourhood marginalization, first with AM compared with non-AM as the outcome, and second with AM from preventable causes compared with treatable causes as the outcome. All models were adjusted for decedent age, sex, urban/rural location, and level of comorbidity.

Results

A total of 463,015 deaths were classified as AM and 228,438 deaths were classified as non-AM. Persons living in the most materially deprived (OR, 1.24; 95% CI, 1.22 to 1.27) and residentially unstable neighbourhoods (OR, 1.13; 95% CI, 1.11 to 1.15) had greater odds of AM, particularly from preventable causes. Those living in the most dependent (OR, 0.91; 95% CI, 0.89 to 0.93) and ethnically concentrated neighbourhoods (OR, 0.93; 95% CI, 0.91 to 0.93) had lower odds of AM, although when AM occurred, it was more likely to arise from treatable causes.

Conclusion

Different marginalization dimensions have unique associations with AM. By identifying how different aspects of neighbourhood marginalization influence AM, these results may have important implications for future public health efforts to reduce inequities in avoidable deaths.

Résumé

Objectif

Examiner les incidences de la marginalisation du quartier sur la mortalité évitable due aux causes de décès évitables et traitables.

Méthode

Tous les décès prématurés survenus entre 1993 et 2014 (n = 691 453) en Ontario, au Canada, ont été associés à un quintile de marginalisation du quartier à l’aide des quatre dimensions de l’indice de marginalisation ontarien : la dépendance, la concentration ethnique, la défavorisation matérielle et l’instabilité résidentielle. Nous avons effectué deux régressions logistiques multivariées pour examiner l’association entre la marginalisation du quartier, la première axée sur la mortalité évitable (MÉ) comparée à la mortalité inévitable, et la seconde axée sur la MÉ de causes évitables comparée à la MÉ de causes traitables. Tous les modèles ont été ajustés en fonction de l’âge, du sexe, du milieu de vie (urbain ou rural) et des niveaux de comorbidité de la personne décédée.

Résultats

En tout, 463 015 décès ont été catégorisés comme étant évitables, et 228 438 décès comme étant inévitables. Les résidents des quartiers les plus défavorisés sur le plan matériel (RC : 1,24, IC de 95 % : 1,22 à 1,27) et les plus instables sur le plan résidentiel (RC : 1,13, IC de 95 % : 1,11 à 1,15) présentaient une probabilité accrue de MÉ, particulièrement de causes évitables. Chez les résidents des quartiers présentant la plus grande dépendance (RC : 0,91, IC de 95 % : 0,89 à 0,93) et la plus grande concentration ethnique (RC : 0,93, IC de 95 % : 0,91 à 0,93), la probabilité de MÉ était plus faible, mais quand elle survenait, elle était plus susceptible de découler de causes traitables.

Conclusion

Différentes dimensions de la marginalisation présentent des associations uniques avec la MÉ. En indiquant comment différents aspects de la marginalisation du quartier influencent la MÉ, ces résultats peuvent avoir des conséquences importantes pour les futures démarches de santé publique visant à réduire les inégalités devant la mortalité évitable.

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.

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

References

  • Ali, J. S., McDermott, S., & Gravel, R. G. (2004). Recent research on immigrant health from Statistics Canada’s population surveys. Canadian Journal of Public Health, 95(3), I9–I13.

    Article  Google Scholar 

  • Benach, J., Yasui, Y., Borrell, C., Pasarin, M. I., Martinez, J. M., & Daponte, A. (2003). The public health burden of material deprivation: excess mortality in leading causes of death in spain. Preventive Medicine, 36(3), 300–308.

    Article  Google Scholar 

  • Buick, J. E., Ray, J. G., Kiss, A., & Morrison, L. J. (2016). The association between neighborhood effects and out-of-hospital cardiac arrest outcomes. Resuscitation, 103, 14–19.

    Article  Google Scholar 

  • Canadian Institute for Health Information. (2012). Health Indicators. https://secure.cihi.ca/free_products/health_indicators_2012_en.pdf

  • Chaix, B., Rosvall, M., & Merlo, J. (2007). Neighborhood socioeconomic deprivation and residential instability: effects on incidence of ischemic heart disease and survival after myocardial infarction. Epidemiology, 18(1), 104–111.

    Article  Google Scholar 

  • Chaix, B., Lindstrom, M., Rosvall, M., & Merlo, J. (2008). Neighbourhood social interactions and risk of acute myocardial infarction. Journal of Epidemiology and Community Health, 62(1), 62–68.

    Article  CAS  Google Scholar 

  • Clemens, T., Popham, F., & Boyle, P. (2015). What is the effect of unemployment on all-cause mortality? A cohort study using propensity score matching. European Journal of Public Health, 25(1), 115–121.

    Article  Google Scholar 

  • Commission on Social Determinants of Health. (2008). Closing the gap in a generation: health equity through action on the social determinants of health. World Health Organization http://apps.who.int/iris/bitstream/handle/10665/43943/9789241563703_eng.pdf;jsessionid=FF6A6FCFEC2F60C251C7C3B674535A72?sequence=1.

  • du Plessis, V., Beshiri, R., Bollman, R.D., & Clemenson, H. (2001). Definitions of rural, rural and small town Canada analysis bulletin Vol. 3, No. 3. Statistics Canada, Catalogue. no. 21-006-XIE.

  • Durbin, A., Moineddin, R., Lin, E., Steele, L. S., & Glazier, R. H. (2015). Examining the relationship between neighbourhood deprivation and mental health service use of immigrants in Ontario, Canada: a cross-sectional study. BMJ Open, 5(3), e006690-2014-006690.

    Article  Google Scholar 

  • Farmanara, N., Sherrard, L., Dube, E., & Gilbert, N. L. (2018). Determinants of non-vaccination against seasonal influenza in Canadian adults: findings from the 2015-2016 influenza immunization coverage survey. Canadian Journal of Public Health, 109(3), 369–378.

    Article  Google Scholar 

  • Gilbert, N. L., Gilmour, H., Wilson, S. E., & Cantin, L. (2017). Determinants of non-vaccination and incomplete vaccination in Canadian toddlers. Human Vaccines & Immunotherapeutics, 13(6), 1–7.

    Article  Google Scholar 

  • Gruneir, A., Bronskill, S. E., Maxwell, C. J., Bai, Y. Q., Kone, A. J., Thavorn, K., et al. (2016). The association between multimorbidity and hospitalization is modified by individual demographics and physician continuity of care: a retrospective cohort study. BMC Health Services Research, 16, 154.

    Article  Google Scholar 

  • Hankivsky, O., & Christoffersen, A. (2008). Intersectionality and the determinants of health: a Canadian perspective. Critical Public Health, 18, 271–283.

    Article  Google Scholar 

  • Hutchison, B., Levesque, J. F., Strumpf, E., & Coyle, N. (2011). Primary health care in Canada: systems in motion. The Milbank Quarterly, 89(2), 256–288.

    Article  Google Scholar 

  • Inman, M., Daneman, D., Curtis, J., Sochett, E., Clarke, A., Dunger, D. B., et al. (2016). Social determinants of health are associated with modifiable risk factors for cardiovascular disease and vascular function in pediatric type 1 diabetes. The Journal of Pediatrics, 177, 167–172.

    Article  Google Scholar 

  • James, P. D., Manuel, D. G., & Mao, Y. (2006). Avoidable mortality across Canada from 1975 to 1999. BMC Public Health, 6, 137.

    Article  Google Scholar 

  • James, P. D., Wilkins, R., Detsky, A. S., Tugwell, P., & Manuel, D. G. (2007). Avoidable mortality by neighbourhood income in Canada: 25 years after the establishment of universal health insurance. Journal of Epidemiology and Community Health, 61(4), 287–296.

    Article  Google Scholar 

  • Kerman, N., Sylvestre, J., Aubry, T., & Distasio, J. (2018). The effects of housing stability on service use among homeless adults with mental illness in a randomized controlled trial of housing first. BMC Health Services Research, 20; 18(1), 190.

    Article  Google Scholar 

  • Khan, A. M., Urquia, M., Kornas, K., Henry, D., Cheng, S. Y., Bornbaum, C., & Rosella, L. C. (2017). Socioeconomic gradients in all-cause, premature and avoidable mortality among immigrants and long-term residents using linked death records in Ontario, Canada. Journal of Epidemiology and Community Health, 71(7), 625–632.

    Article  Google Scholar 

  • Lachaud, J., Donnelly, P. D., Henry, D., Kornas, K., Calzavara, A., Bornbaum, C., & Rosella, L. (2017). A population-based study of homicide deaths in Ontario, Canada using linked death records. International Journal for Equity in Health, 16(1), 133-017-0632-9.

    Article  Google Scholar 

  • Lane, N. E., Maxwell, C. J., Gruneir, A., Bronskill, S. E., & Wodchis, W. P. (2015). Absence of a socioeconomic gradient in older adults’ survival with multiple chronic conditions. Ebiomedicine, 2(12), 2094–2100.

    Article  Google Scholar 

  • Lim, S., Singh, T. P., Hall, G., Walters, S., & Gould, L. H. (2018). Impact of a New York City Supportive Housing Program on Housing Stability and Preventable Health Care among Homeless Families. Health Services Research, 53(5), 3437–3454.

    Article  Google Scholar 

  • Matheson, F., & van Ingen, T. (2006). Ontario Marginalization Index: User guide Versuib, 1 http://www.torontohealthprofiles.ca/ont/onmarg/userguide_data/ON-Marg_user_guide_1.0_FINAL_MAY2012.pdf.

  • Matheson, F. I., Dunn, J. R., Smith, K. L., Moineddin, R., & Glazier, R. H. (2012). Development of the Canadian Marginalization Index: a new tool for the study of inequality. Canadian Journal of Public Health, 103(8 Suppl 2), S12–S16.

    Article  Google Scholar 

  • Matheson, F. I., Creatore, M. I., Gozdyra, P., Park, A. L., & Ray, J. G. (2014). A population-based study of premature mortality in relation to neighbourhood density of alcohol sales and cheque cashing outlets in Toronto, Canada. BMJ Open, 4(12), e006032-2014-006032.

    Article  Google Scholar 

  • McDonald, J. T., & Kennedy, S. (2004). Insights into the ‘healthy immigrant effect’: health status and health service use of immigrants to Canada. Social Science & Medicine, 59(8), 1613–1627.

    Article  Google Scholar 

  • Mikkonen, J., & Raphael, D. (2010). Social determinants of health: the Canadian facts. Resource Document. http://www.thecanadianfacts.org/the_canadian_facts.pdf

    Google Scholar 

  • Mondor, L., Maxwell, C. J., Bronskill, S. E., Gruneir, A., & Wodchis, W. P. (2016). The relative impact of chronic conditions and multimorbidity on health-related quality of life in Ontario long-stay home care clients. Quality of Life Research, 25(10), 2619–2632.

    Article  Google Scholar 

  • Mondor, L., Maxwell, C. J., Hogan, D. B., Bronskill, S. E., Gruneir, A., Lane, N. E., & Wodchis, W. P. (2017). Multimorbidity and healthcare utilization among home care clients with dementia in Ontario, Canada: a retrospective analysis of a population-based cohort. PLoS Medicine, 14(3), e1002249.

    Article  Google Scholar 

  • Muldoon, K. A., Duff, P. K., Fielden, S., & Anema, A. (2013). Food insufficiency is associated with psychiatric morbidity in a nationally representative study of mental illness among food insecure Canadians. Social Psychiatry and Psychiatric Epidemiology, 48(5), 795–803.

    Article  Google Scholar 

  • Nolte, E, &. McKee, M. (2004). Does health care save lives? Avoidable mortality revisited. The Nuffield Trust, p. 139. http://researchonline.lshtm.ac.uk/id/eprint/15535

  • O’Campo, P., Wheaton, B., Nisenbaum, R., Glazier, R. H., Dunn, J. R., & Chambers, C. (2015). The neighbourhood effects on health and well-being (NEHW) study. Health & Place, 31, 65–74.

    Article  Google Scholar 

  • Omariba, D. W. (2015). Immigration, ethnicity, and avoidable mortality in Canada, 1991-2006. Ethnicity & Health, 20(4), 409–436.

    Article  Google Scholar 

  • Park, J., Tjepkema, M., Goedhuis, N., & Pennock, J. (2015). Avoidable mortality among First Nations adults in Canada: A cohort analysis. Health Reports, 26(8), 10–16.

    PubMed  Google Scholar 

  • Pefoyo, A. J., Bronskill, S. E., Gruneir, A., Calzavara, A., Thavorn, K., Petrosyan, Y., et al. (2015). The increasing burden and complexity of multimorbidity. BMC Public Health, 15, 415.

    Article  Google Scholar 

  • Petrosyan, Y., Bai, Y. Q., Kone Pefoyo, A. J., Gruneir, A., Thavorn, K., Maxwell, C. J., et al. (2017). The relationship between diabetes care quality and diabetes-related hospitalizations and the modifying role of comorbidity. Canadian Journal of Diabetes, 41(1), 17–25.

    Article  Google Scholar 

  • Pottie, K., Greenaway, C., Feightner, J., Welch, V., Swinkels, H., Rashid, M., et al. (2011). Canadian Collaboration for Immigrant and Refugee Health: evidence-based clinical guidelines for immigrants and refugees. Canadian Medical Association Journal, 183(12), E824–E925.

    Article  Google Scholar 

  • Quan, H., Fong, A., De Coster, C., Wang, J., Musto, R., Noseworthy, T. W., & Ghali, W. A. (2006). Variation in health services utilization among ethnic populations. Canadian Medical Association Journal, 174(6), 787–791.

    Article  Google Scholar 

  • Saint-Jacques, N., Dewar, R., Cui, Y., Parker, L., & Dummer, T. J. (2014). Premature mortality due to social and material deprivation in Nova Scotia, Canada. International Journal for Equity in Health, 13(1), 94.

    Article  Google Scholar 

  • Santana, P., Costa, C., Mari-Dell’Olmo, M., Gotsens, M., & Borrell, C. (2015). Mortality, material deprivation and urbanization: exploring the social patterns of a metropolitan area. International Journal for Equity in Health, 14, 55.

    Article  Google Scholar 

  • Shumanty, R. (2018). Report on the demographic situation in Canada - mortality: overview, 2014 to 2016. Statistics Canada — Catalogue no. 91-209-X, 1–12.

  • Silverman, J. D., Hutchison, M. G., & Cusimano, M. D. (2013). Association between neighbourhood marginalization and pedestrian and cyclist collisions in Toronto intersections. Canadian Journal of Public Health, 104(5), e405–e409.

    Article  Google Scholar 

  • Sundmacher, L. (2013). Trends and levels of avoidable mortality among districts: “healthy” benchmarking in Germany. Health Policy, 109(3), 281–289.

    Article  Google Scholar 

  • Thavorn, K., Maxwell, C. J., Gruneir, A., Bronskill, S. E., Bai, Y., Pefoyo, K., et al. (2017). Effect of socio-demographic factors on the association between multimorbidity and healthcare costs: A population-based, retrospective cohort study. BMJ Open, 7(10), e017264-2017-017264.

    Article  Google Scholar 

Download references

Funding

This study is financially supported by the Bruyère Research Institute through the Big Data Research Program. This study was also supported by the Institute for Clinical Evaluative Sciences, which is funded by an annual grant from the Ontario Ministry of Health and Long-Term Care (MOHLTC).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Austin Zygmunt.

Ethics declarations

Competing interest

The authors declare that they have no conflict of interest.

Ethics approval

ICES is a prescribed entity under section 45 of Ontario’s Personal Health Information Protection Act. Section 45 authorizes ICES to collect personal health information, without consent, for the purpose of analysis or compiling statistical information with respect to the management of, evaluation or monitoring of, the allocation of resources to or planning for all or part of the health system. Projects conducted under section 45, by definition, do not require review by a Research Ethics Board. This project was conducted under section 45, and approved by ICES’ Privacy and Compliance Office.

Data

Parts of this material are based on data and/or information compiled and provided by Canadian Institute for Health Information (CIHI). Parts of this report are based on Ontario Registrar General (ORG) information on deaths, the original source of which is Service Ontario. We attest that we have obtained appropriate permissions and paid any required fees for use of copyright protected materials.

Data sharing

The data set from this study is held securely in coded form at ICES. While data sharing agreements prohibit ICES from making the data set publicly available, access may be granted to those who meet pre-specified criteria for confidential access, available at www.ices.on.ca/DAS. The full data set creation plan and underlying analytic code are available from the authors upon request, understanding that the programs may rely upon coding templates or macros that are unique to ICES and are therefore either inaccessible or may require modification.

Disclaimer

The funder of the study had no role in the study design; data collection, analysis, or interpretation; or writing of the report. The opinions, results, and conclusions reported in this paper are those of the authors and are independent and do not necessarily reflect those of the funding sources, CIHI, and ORG or Ministry of Government Services. No endorsement by ICES or the Ontario MOHLTC is intended or should be inferred.

Additional information

Publisher’s note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Electronic supplementary material

ESM 1

(DOCX 33 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Zygmunt, A., Tanuseputro, P., James, P. et al. Neighbourhood-level marginalization and avoidable mortality in Ontario, Canada: a population-based study. Can J Public Health 111, 169–181 (2020). https://doi.org/10.17269/s41997-019-00270-9

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.17269/s41997-019-00270-9

Keywords

Mots-clés

Navigation