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. 2025 Jun 11:13:1448812.
doi: 10.3389/fpubh.2025.1448812. eCollection 2025.

Disproportionate impact of the COVID-19 pandemic on socially vulnerable communities: the case of Jane and Finch in Toronto, Ontario

Affiliations

Disproportionate impact of the COVID-19 pandemic on socially vulnerable communities: the case of Jane and Finch in Toronto, Ontario

Zahra Movahedi Nia et al. Front Public Health. .

Abstract

Objective: This work aims to study the disproportionate impact of the COVID-19 pandemic on the Jane and Finch community, one of the socially vulnerable neighborhoods in the Greater Toronto Area (GTA), Ontario, Canada, in terms of morbidity, mortality, and healthcare services.

Methodology: A dataset provided by the Black Creek Community Health Centre (BCCHC), gathered from different health-related portals, covering various health statistics during COVID-19, namely, COVID-19 number of cases, hospitalizations, deaths, percentage of vaccination with one-, two-, and three-dose(s), Primary and Preventive Care (PPC) visits which include fecal and pap-smear cancer tests, and percentage of completed Imaging, Procedures, and Surgeries (IPS) which include the number of patients waiting for surgery were studied using statistical analysis. Underserved communities in the Peel, York, and City of Toronto regions were recognized using the Ontario Marginalized Index (ON-Marg). The Jane and Finch community was selected from the fifth quintile of the ON-Marg index and compared with the remaining locations (first to fourth ON-Marg quantiles) using Kruskal-Wallis, Mann-Whitney u, and t-tests. The Gini index was used to understand the inequality of the health parameters among the selected neighborhoods. Local Indicator of Spatial Association (LISA) was used to detect the neighborhoods with significantly higher numbers of COVID-19 cases, hospitalizations, and mortalities.

Results: The Jane and Finch community had a significantly (p < 0.0001) higher number of COVID-19 cases, hospitalizations, and mortalities. The significance and cluster analysis of LISA also extracted the Jane and Finch community as one of the hotspots with significantly higher COVID-19 infection, hospitalization, and death. The percentage of the third-dose vaccination was significantly lower for the Jane and Finch community (p = 0.0004). The number of patients during the COVID-19 pandemic versus before that decreased significantly more for pop-smear tests (p = 0.041) and surgery waitlists (p = 0.037) for the Jane and Finch community.

Conclusion: As one of the most socially vulnerable communities of GTA, the Jane and Finch community has endured a heavier burden of the disease during the COVID-19 pandemic. This work aims to help the Jane and Finch community recover faster by shedding light on health areas in which it has suffered more from the COVID-19 outcomes.

Keywords: COVID-19; Gini index; Jane and Finch community; greater Toronto area; local indicator of spatial association; socially vulnerable population; statistical tests.

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Conflict of interest statement

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Figures

Figure 1
Figure 1
Population density of the FSAs in the Jane and Finch community compared to other FSAs located in Peel, York, and City of Toronto. Created using Python.
Figure 2
Figure 2
Average ON-Marg index for all the FSAs under study in the Peel, York, and City of Toronto regions. Created using ArcGIS Pro.
Figure 3
Figure 3
Moran’s I correlation for the cumulative number of COVID-19 (a) cases, (b) hospitalizations, and (c) mortalities of the FSAs under study within Peel, York, and City of Toronto regions. Created using GeoDa.
Figure 4
Figure 4
Significance map for the FSAs under study within Peel, York, and City of Toronto regions for the cumulative number of COVID-19 (a) cases, (b) hospitalizations, and (c) mortalities.
Figure 5
Figure 5
Cluster map for the FSAs under study within Peel, York, and City of Toronto regions for the cumulative number of COVID-19 (a) cases, (b) hospitalizations, and (c) mortalities.

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References

    1. Pikoulis E, Koliakos N, Papaconstantinou D, Pararas N, Pikoulis A, Fotios-Christos S, et al. The effect of the COVID pandemic lockdown measures on surgical emergencies: experience and lessons learned from Greek tertiary hospital. World J Emerg Surg. (2021) 16:22. doi: 10.1186/s13017-021-00364-1, PMID: - DOI - PMC - PubMed
    1. Valitutti F, Zenzeri L, Mauro A, Pacifico R, Borrelli M, Muzzica S, et al. Effect of population lockdown on pediatric emergency room demands in the era of COVID-19. Front Pediatr. (2020) 8:521. doi: 10.3389/fped.2020.00521, PMID: - DOI - PMC - PubMed
    1. Solar O, Irwin A. (2010). A conceptual framework for action on the social determinants of health. Geneva: World Health Organization. Available online at: https://www.afro.who.int/sites/default/files/2017-06/SDH_conceptual_fram... (Accessed April 29, 2025).
    1. Yamada T, Dautry A, Walport M. Ready for avian flu? Nature. (2008) 454:162. doi: 10.1038/454162a, PMID: - DOI - PubMed
    1. Melvin SC, Wiggins C, Burse N, Thompson E, Monger M. The role of public health in COVID-19 emergency response efforts from a rural health perspective. Prev Chronic Dis. (2020) 17:E70. doi: 10.5888/pcd17.200256, PMID: - DOI - PMC - PubMed