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Agarwal G, Keshavarz H, Angeles R, Pirrie M, Marzanek F, Nguyen F, Brar J, Paterson JM. SARS-CoV-2 testing, test positivity and vaccination in social housing residents compared with the general population: a retrospective population-based cohort study. J Epidemiol Community Health 2025; 79:233-238. [PMID: 39547795 PMCID: PMC12015039 DOI: 10.1136/jech-2024-222526] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2024] [Accepted: 10/23/2024] [Indexed: 11/17/2024]
Abstract
BACKGROUND The consideration of unique social housing needs has largely been absent from the COVID-19 response, particularly in tailoring strategies to improve access to testing and vaccine uptake among vulnerable and high-risk populations in Ontario. Given the growing population of social housing residents, this study aimed to compare SARS-CoV-2 testing, positivity, and vaccination rates in a social housing population with those in a general population cohort in Ontario, Canada. METHODS This population-based cohort study used administrative health data from Ontario to examine SARS-CoV-2 testing, positivity and vaccination rates in social housing residents compared with the general population from 1 January 2020 to 31 December 2021. All comparisons were unadjusted, stratified by sex and age and evaluated using standardised differences. RESULTS The rates of SARS-CoV-2 PCR testing were lower among younger age groups and higher among older adults within the social housing cohort, compared with the general population cohort. SARS-CoV-2 test positivity was higher in social housing than in the general population among individuals aged 60-79 years (7.9% vs 5.3%, respectively) and 80 years and older (12.0% vs 7.9%, respectively). Overall, 34.3% of social housing residents were fully vaccinated, compared with 29.6% of the general population cohort. However, a smaller proportion of social housing residents had received a booster vaccine (36.7%) compared with the general population (52.4%). CONCLUSION Improved and targeted outreach strategies are needed to increase the uptake of COVID-19 booster vaccines among social housing residents.
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Affiliation(s)
- Gina Agarwal
- Department of Family Medicine, McMaster University, Hamilton, Ontario, Canada
| | - Homa Keshavarz
- Department of Family Medicine, McMaster University, Hamilton, Ontario, Canada
| | - Ricardo Angeles
- Department of Family Medicine, McMaster University, Hamilton, Ontario, Canada
| | - Melissa Pirrie
- Department of Family Medicine, McMaster University, Hamilton, Ontario, Canada
| | - Francine Marzanek
- Department of Family Medicine, McMaster University, Hamilton, Ontario, Canada
| | | | - Jasdeep Brar
- Department of Family Medicine, McMaster University, Hamilton, Ontario, Canada
| | - J Michael Paterson
- ICES, Toronto, Ontario, Canada
- Institute of Health Policy, Management, and Evaluation, University of Toronto, Toronto, Ontario, Canada
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Watson T, Kwong JC, Kornas K, Mishra S, Rosella LC. Quantifying the magnitude of the general contextual effect in a multilevel study of SARS-CoV-2 infection in Ontario, Canada: application of the median rate ratio in population health research. Popul Health Metr 2024; 22:27. [PMID: 39375666 PMCID: PMC11457329 DOI: 10.1186/s12963-024-00348-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2024] [Accepted: 09/29/2024] [Indexed: 10/09/2024] Open
Abstract
BACKGROUND Regional variations in SARS-CoV-2 infection were observed in Canada and other countries. Studies have used multilevel analyses to examine how a context, such as a neighbourhood, can affect the SARS-CoV-2 infection rates of the people within it. However, few multilevel studies have quantified the magnitude of the general contextual effect (GCE) in SARS-CoV-2 infection rates and assessed how it may be associated with individual- and area-level characteristics. To address this gap, we will illustrate the application of the median rate ratio (MRR) in a multilevel Poisson analysis for quantifying the GCE in SARS-CoV-2 infection rates in Ontario, Canada. METHODS We conducted a population-based, two-level multilevel observational study where individuals were nested into regions (i.e., forward sortation areas [FSAs]). The study population included community-dwelling adults in Ontario, Canada, between March 1, 2020, and May 1, 2021. The model included seven individual-level variables (age, sex, asthma, diabetes, hypertension, congestive heart failure, and chronic obstructive pulmonary disease) and four FSA census-based variables (household size, household income, employment, and driving to work). The MRR is a median value of the rate ratios comparing two patients with identical characteristics randomly selected from two different regions ordered by rate. We examined the attenuation of the MRR after including individual-level and FSA census-based variables to assess their role in explaining the variation in rates between regions. RESULTS Of the 11 789 128 Ontario adult community-dwelling residents, 343 787 had at least one SARS-CoV-2 infection during the study period. After adjusting for individual-level and FSA census-based variables, the MRR was attenuated to 1.67 (39% reduction from unadjusted MRR). The strongest FSA census-based associations were household size (RR = 1.88, 95% CI: 1.71-1.97) and driving to work (RR = 0.68, 95% CI: 0.65-0.71). CONCLUSIONS The individual- and area-level characteristics in our study accounted for approximately 40% of the between-region variation in SARS-CoV-2 infection rates measured by MRR in Ontario, Canada. These findings suggest that population-based policies to address social determinants of health that attenuate the MRR may reduce the observed between-region heterogeneity in SARS-CoV-2 infection rates.
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Affiliation(s)
- Tristan Watson
- Dalla Lana School of Public Health, Health Sciences Building 6th floor, 155 College Street, Toronto, ON, M5T 3M7, Canada.
- ICES, G1 06 2075 Bayview Ave, Toronto, ON, M4N 3M5, Canada.
| | - Jeffrey C Kwong
- Dalla Lana School of Public Health, Health Sciences Building 6th floor, 155 College Street, Toronto, ON, M5T 3M7, Canada
- ICES, G1 06 2075 Bayview Ave, Toronto, ON, M4N 3M5, Canada
- Public Health Ontario, 661 University Ave Suite 1701, Toronto, ON, M5G 1M1, Canada
- Department of Family and Community Medicine, Faculty of Medicine, University of Toronto, 6 Queen's Park Crescent West 3rd Floor, Toronto, ON, M5S 3H2, Canada
- University Health Network, 200 Elizabeth St, Toronto, ON, M5G 2C4, Canada
- Centre for Vaccine Preventable Diseases, University of Toronto, Toronto, Canada
| | - Kathy Kornas
- Dalla Lana School of Public Health, Health Sciences Building 6th floor, 155 College Street, Toronto, ON, M5T 3M7, Canada
| | - Sharmistha Mishra
- Dalla Lana School of Public Health, Health Sciences Building 6th floor, 155 College Street, Toronto, ON, M5T 3M7, Canada
- ICES, G1 06 2075 Bayview Ave, Toronto, ON, M4N 3M5, Canada
- Li Ka Shing Knowledge Institute, St. Michael's Hospital, Unity Health Toronto, 209 Victoria St, Toronto, ON, M5B 1T8, Canada
- Division of Infectious Diseases, Department of Medicine, University of Toronto, 6 Queen's Park Crescent West 3rd Floor, Toronto, ON, M5S 3H2, Canada
| | - Laura C Rosella
- Dalla Lana School of Public Health, Health Sciences Building 6th floor, 155 College Street, Toronto, ON, M5T 3M7, Canada
- ICES, G1 06 2075 Bayview Ave, Toronto, ON, M4N 3M5, Canada
- Institute for Better Health, Trillium Health Partners, 100 Queensway West, Mississauga, ON, L5B 1B8, Canada
- Department of Laboratory Medicine and Pathology, Temerty Faculty of Medicine, University of Toronto, 1 King's College Cir, Toronto, ON, M5S 1A8, Canada
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Omar H, Busolo D, Hickey J, Gupta N. Health Resilience in Arabic-speaking Adult Refugees With Type 2 Diabetes: A Grounded Theory Study During the COVID-19 Pandemic. Can J Diabetes 2024; 48:82-88. [PMID: 37865167 DOI: 10.1016/j.jcjd.2023.10.403] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/19/2023] [Revised: 09/15/2023] [Accepted: 10/16/2023] [Indexed: 10/23/2023]
Abstract
OBJECTIVES This qualitative study aimed to describe the lived experiences of Arabic-speaking refugees in managing their type 2 diabetes mellitus (T2DM) while resettling during the COVID-19 pandemic, and to generate a grounded theory of how resilience is used to facilitate living well while facing multiple health stressors. METHODS A grounded theory approach was used to conceptualize the dynamic process of resilience in living well with diabetes. Five recently resettled adult refugees with T2DM (2 women and 3 men) participated in unstructured individual interviews in Arabic in New Brunswick, Canada, during the pandemic's second wave (October 2020 to March 2021). Interview data were transcribed and analyzed thematically using open, axial, and core category coding followed by member checking. RESULTS Participants identified self-reliance as the core driver for decision-making, actions, and interpretations in health management while experiencing unplanned instability. The process was found to be facilitated by 4 distinct constructs: knowledge seeking, positive outlook, self-care, and creativity. CONCLUSIONS The substantive model derived from this study supports a strengths-based approach to clinical assessment and care of refugees with T2DM, notably during disrupted access to primary and preventive services due to forced resettlement and pandemic mitigation measures. More research is needed to increase understanding of how self-reliance can be optimized in resilience-promoting interventions to facilitate diabetes management among populations in posttraumatic circumstances.
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Affiliation(s)
- Hanin Omar
- Faculty of Nursing, University of New Brunswick, Fredericton, New Brunswick, Canada.
| | - David Busolo
- Faculty of Nursing, University of New Brunswick, Fredericton, New Brunswick, Canada
| | - Jason Hickey
- Faculty of Nursing, University of New Brunswick, Fredericton, New Brunswick, Canada
| | - Neeru Gupta
- Department of Sociology, University of New Brunswick, Fredericton, New Brunswick, Canada
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