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Anato JLF, Ma H, Hamilton MA, Xia Y, Harper S, Buckeridge D, Brisson M, Hillmer MP, Malikov K, Kerem A, Beall R, Wagner CE, Racine É, Baral S, Dubé È, Mishra S, Maheu-Giroux M. Impact of a vaccine passport on first-dose SARS-CoV-2 vaccine coverage by age and area-level social determinants of health in the Canadian provinces of Quebec and Ontario: an interrupted time series analysis. CMAJ Open 2023; 11:E995-E1005. [PMID: 37875315 PMCID: PMC10609911 DOI: 10.9778/cmajo.20220242] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/26/2023] Open
Abstract
BACKGROUND In Canada, all provinces implemented vaccine passports in 2021 to reduce SARS-CoV-2 transmission in non-essential indoor spaces and increase vaccine uptake (policies active September 2021-March 2022 in Quebec and Ontario). We sought to evaluate the impact of vaccine passport policies on first-dose SARS-CoV-2 vaccination coverage by age, and area-level income and proportion of racialized residents. METHODS We performed interrupted time series analyses using data from Quebec's and Ontario's vaccine registries linked to census information (population of 20.5 million people aged ≥ 12 yr; unit of analysis: dissemination area). We fit negative binomial regressions to first-dose vaccinations, using natural splines adjusting for baseline vaccination coverage (start: July 2021; end: October 2021 for Quebec, November 2021 for Ontario). We obtained counterfactual vaccination rates and coverage, and estimated the absolute and relative impacts of vaccine passports. RESULTS In both provinces, first-dose vaccination coverage before the announcement of vaccine passports was 82% (age ≥ 12 yr). The announcement resulted in estimated increases in coverage of 0.9 percentage points (95% confidence interval [CI] 0.4-1.2) in Quebec and 0.7 percentage points (95% CI 0.5-0.8) in Ontario. This corresponds to 23% (95% CI 10%-36%) and 19% (95% CI 15%-22%) more vaccinations over 11 weeks. The impact was larger among people aged 12-39 years. Despite lower coverage in lower-income and more-racialized areas, there was little variability in the absolute impact by area-level income or proportion racialized in either province. INTERPRETATION In the context of high vaccine coverage across 2 provinces, the announcement of vaccine passports had a small impact on first-dose coverage, with little impact on reducing economic and racial inequities in vaccine coverage. Findings suggest that other policies are needed to improve vaccination coverage among lower-income and racialized neighbourhoods and communities.
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Affiliation(s)
- Jorge Luis Flores Anato
- Department of Epidemiology and Biostatistics (Flores Anato, Xia, Harper, Buckeridge, Racine, Maheu-Giroux), School of Population and Global Health, McGill University, Montréal, Que.; MAP Centre for Urban Health Solutions (Ma, Hamilton, Mishra), St. Michael's Hospital, Unity Health Toronto, Toronto, Ont.; Centre de Recherche du CHU de Québec and Département de médecine sociale et préventive (Brisson), Université Laval, Québec, Que.; Ontario Ministry of Health (Hillmer, Malikov, Kerem); Institute of Health Policy, Management and Evaluation (Hillmer), University of Toronto, Toronto, Ont.; Department of Community Health Sciences (Beall), Cumming School of Medicine, University of Calgary, Calgary, Alta.; Department of Bioengineering (Wagner), McGill University, Montréal, Que.; Direction des risques biologiques (Racine, Dubé), Institut national de santé publique du Québec, Ville de Québec, Que.; Department of Epidemiology (Baral), Johns Hopkins School of Public Health, Baltimore, Md.; Département d'anthropologie (Dubé), Faculté des sciences sociales, Université Laval, Québec, Que.; Division of Infectious Diseases, Department of Medicine (Mishra), University of Toronto, Toronto, Ont
| | - Huiting Ma
- Department of Epidemiology and Biostatistics (Flores Anato, Xia, Harper, Buckeridge, Racine, Maheu-Giroux), School of Population and Global Health, McGill University, Montréal, Que.; MAP Centre for Urban Health Solutions (Ma, Hamilton, Mishra), St. Michael's Hospital, Unity Health Toronto, Toronto, Ont.; Centre de Recherche du CHU de Québec and Département de médecine sociale et préventive (Brisson), Université Laval, Québec, Que.; Ontario Ministry of Health (Hillmer, Malikov, Kerem); Institute of Health Policy, Management and Evaluation (Hillmer), University of Toronto, Toronto, Ont.; Department of Community Health Sciences (Beall), Cumming School of Medicine, University of Calgary, Calgary, Alta.; Department of Bioengineering (Wagner), McGill University, Montréal, Que.; Direction des risques biologiques (Racine, Dubé), Institut national de santé publique du Québec, Ville de Québec, Que.; Department of Epidemiology (Baral), Johns Hopkins School of Public Health, Baltimore, Md.; Département d'anthropologie (Dubé), Faculté des sciences sociales, Université Laval, Québec, Que.; Division of Infectious Diseases, Department of Medicine (Mishra), University of Toronto, Toronto, Ont
| | - Mackenzie A Hamilton
- Department of Epidemiology and Biostatistics (Flores Anato, Xia, Harper, Buckeridge, Racine, Maheu-Giroux), School of Population and Global Health, McGill University, Montréal, Que.; MAP Centre for Urban Health Solutions (Ma, Hamilton, Mishra), St. Michael's Hospital, Unity Health Toronto, Toronto, Ont.; Centre de Recherche du CHU de Québec and Département de médecine sociale et préventive (Brisson), Université Laval, Québec, Que.; Ontario Ministry of Health (Hillmer, Malikov, Kerem); Institute of Health Policy, Management and Evaluation (Hillmer), University of Toronto, Toronto, Ont.; Department of Community Health Sciences (Beall), Cumming School of Medicine, University of Calgary, Calgary, Alta.; Department of Bioengineering (Wagner), McGill University, Montréal, Que.; Direction des risques biologiques (Racine, Dubé), Institut national de santé publique du Québec, Ville de Québec, Que.; Department of Epidemiology (Baral), Johns Hopkins School of Public Health, Baltimore, Md.; Département d'anthropologie (Dubé), Faculté des sciences sociales, Université Laval, Québec, Que.; Division of Infectious Diseases, Department of Medicine (Mishra), University of Toronto, Toronto, Ont
| | - Yiqing Xia
- Department of Epidemiology and Biostatistics (Flores Anato, Xia, Harper, Buckeridge, Racine, Maheu-Giroux), School of Population and Global Health, McGill University, Montréal, Que.; MAP Centre for Urban Health Solutions (Ma, Hamilton, Mishra), St. Michael's Hospital, Unity Health Toronto, Toronto, Ont.; Centre de Recherche du CHU de Québec and Département de médecine sociale et préventive (Brisson), Université Laval, Québec, Que.; Ontario Ministry of Health (Hillmer, Malikov, Kerem); Institute of Health Policy, Management and Evaluation (Hillmer), University of Toronto, Toronto, Ont.; Department of Community Health Sciences (Beall), Cumming School of Medicine, University of Calgary, Calgary, Alta.; Department of Bioengineering (Wagner), McGill University, Montréal, Que.; Direction des risques biologiques (Racine, Dubé), Institut national de santé publique du Québec, Ville de Québec, Que.; Department of Epidemiology (Baral), Johns Hopkins School of Public Health, Baltimore, Md.; Département d'anthropologie (Dubé), Faculté des sciences sociales, Université Laval, Québec, Que.; Division of Infectious Diseases, Department of Medicine (Mishra), University of Toronto, Toronto, Ont
| | - Sam Harper
- Department of Epidemiology and Biostatistics (Flores Anato, Xia, Harper, Buckeridge, Racine, Maheu-Giroux), School of Population and Global Health, McGill University, Montréal, Que.; MAP Centre for Urban Health Solutions (Ma, Hamilton, Mishra), St. Michael's Hospital, Unity Health Toronto, Toronto, Ont.; Centre de Recherche du CHU de Québec and Département de médecine sociale et préventive (Brisson), Université Laval, Québec, Que.; Ontario Ministry of Health (Hillmer, Malikov, Kerem); Institute of Health Policy, Management and Evaluation (Hillmer), University of Toronto, Toronto, Ont.; Department of Community Health Sciences (Beall), Cumming School of Medicine, University of Calgary, Calgary, Alta.; Department of Bioengineering (Wagner), McGill University, Montréal, Que.; Direction des risques biologiques (Racine, Dubé), Institut national de santé publique du Québec, Ville de Québec, Que.; Department of Epidemiology (Baral), Johns Hopkins School of Public Health, Baltimore, Md.; Département d'anthropologie (Dubé), Faculté des sciences sociales, Université Laval, Québec, Que.; Division of Infectious Diseases, Department of Medicine (Mishra), University of Toronto, Toronto, Ont
| | - David Buckeridge
- Department of Epidemiology and Biostatistics (Flores Anato, Xia, Harper, Buckeridge, Racine, Maheu-Giroux), School of Population and Global Health, McGill University, Montréal, Que.; MAP Centre for Urban Health Solutions (Ma, Hamilton, Mishra), St. Michael's Hospital, Unity Health Toronto, Toronto, Ont.; Centre de Recherche du CHU de Québec and Département de médecine sociale et préventive (Brisson), Université Laval, Québec, Que.; Ontario Ministry of Health (Hillmer, Malikov, Kerem); Institute of Health Policy, Management and Evaluation (Hillmer), University of Toronto, Toronto, Ont.; Department of Community Health Sciences (Beall), Cumming School of Medicine, University of Calgary, Calgary, Alta.; Department of Bioengineering (Wagner), McGill University, Montréal, Que.; Direction des risques biologiques (Racine, Dubé), Institut national de santé publique du Québec, Ville de Québec, Que.; Department of Epidemiology (Baral), Johns Hopkins School of Public Health, Baltimore, Md.; Département d'anthropologie (Dubé), Faculté des sciences sociales, Université Laval, Québec, Que.; Division of Infectious Diseases, Department of Medicine (Mishra), University of Toronto, Toronto, Ont
| | - Marc Brisson
- Department of Epidemiology and Biostatistics (Flores Anato, Xia, Harper, Buckeridge, Racine, Maheu-Giroux), School of Population and Global Health, McGill University, Montréal, Que.; MAP Centre for Urban Health Solutions (Ma, Hamilton, Mishra), St. Michael's Hospital, Unity Health Toronto, Toronto, Ont.; Centre de Recherche du CHU de Québec and Département de médecine sociale et préventive (Brisson), Université Laval, Québec, Que.; Ontario Ministry of Health (Hillmer, Malikov, Kerem); Institute of Health Policy, Management and Evaluation (Hillmer), University of Toronto, Toronto, Ont.; Department of Community Health Sciences (Beall), Cumming School of Medicine, University of Calgary, Calgary, Alta.; Department of Bioengineering (Wagner), McGill University, Montréal, Que.; Direction des risques biologiques (Racine, Dubé), Institut national de santé publique du Québec, Ville de Québec, Que.; Department of Epidemiology (Baral), Johns Hopkins School of Public Health, Baltimore, Md.; Département d'anthropologie (Dubé), Faculté des sciences sociales, Université Laval, Québec, Que.; Division of Infectious Diseases, Department of Medicine (Mishra), University of Toronto, Toronto, Ont
| | - Michael P Hillmer
- Department of Epidemiology and Biostatistics (Flores Anato, Xia, Harper, Buckeridge, Racine, Maheu-Giroux), School of Population and Global Health, McGill University, Montréal, Que.; MAP Centre for Urban Health Solutions (Ma, Hamilton, Mishra), St. Michael's Hospital, Unity Health Toronto, Toronto, Ont.; Centre de Recherche du CHU de Québec and Département de médecine sociale et préventive (Brisson), Université Laval, Québec, Que.; Ontario Ministry of Health (Hillmer, Malikov, Kerem); Institute of Health Policy, Management and Evaluation (Hillmer), University of Toronto, Toronto, Ont.; Department of Community Health Sciences (Beall), Cumming School of Medicine, University of Calgary, Calgary, Alta.; Department of Bioengineering (Wagner), McGill University, Montréal, Que.; Direction des risques biologiques (Racine, Dubé), Institut national de santé publique du Québec, Ville de Québec, Que.; Department of Epidemiology (Baral), Johns Hopkins School of Public Health, Baltimore, Md.; Département d'anthropologie (Dubé), Faculté des sciences sociales, Université Laval, Québec, Que.; Division of Infectious Diseases, Department of Medicine (Mishra), University of Toronto, Toronto, Ont
| | - Kamil Malikov
- Department of Epidemiology and Biostatistics (Flores Anato, Xia, Harper, Buckeridge, Racine, Maheu-Giroux), School of Population and Global Health, McGill University, Montréal, Que.; MAP Centre for Urban Health Solutions (Ma, Hamilton, Mishra), St. Michael's Hospital, Unity Health Toronto, Toronto, Ont.; Centre de Recherche du CHU de Québec and Département de médecine sociale et préventive (Brisson), Université Laval, Québec, Que.; Ontario Ministry of Health (Hillmer, Malikov, Kerem); Institute of Health Policy, Management and Evaluation (Hillmer), University of Toronto, Toronto, Ont.; Department of Community Health Sciences (Beall), Cumming School of Medicine, University of Calgary, Calgary, Alta.; Department of Bioengineering (Wagner), McGill University, Montréal, Que.; Direction des risques biologiques (Racine, Dubé), Institut national de santé publique du Québec, Ville de Québec, Que.; Department of Epidemiology (Baral), Johns Hopkins School of Public Health, Baltimore, Md.; Département d'anthropologie (Dubé), Faculté des sciences sociales, Université Laval, Québec, Que.; Division of Infectious Diseases, Department of Medicine (Mishra), University of Toronto, Toronto, Ont
| | - Aidin Kerem
- Department of Epidemiology and Biostatistics (Flores Anato, Xia, Harper, Buckeridge, Racine, Maheu-Giroux), School of Population and Global Health, McGill University, Montréal, Que.; MAP Centre for Urban Health Solutions (Ma, Hamilton, Mishra), St. Michael's Hospital, Unity Health Toronto, Toronto, Ont.; Centre de Recherche du CHU de Québec and Département de médecine sociale et préventive (Brisson), Université Laval, Québec, Que.; Ontario Ministry of Health (Hillmer, Malikov, Kerem); Institute of Health Policy, Management and Evaluation (Hillmer), University of Toronto, Toronto, Ont.; Department of Community Health Sciences (Beall), Cumming School of Medicine, University of Calgary, Calgary, Alta.; Department of Bioengineering (Wagner), McGill University, Montréal, Que.; Direction des risques biologiques (Racine, Dubé), Institut national de santé publique du Québec, Ville de Québec, Que.; Department of Epidemiology (Baral), Johns Hopkins School of Public Health, Baltimore, Md.; Département d'anthropologie (Dubé), Faculté des sciences sociales, Université Laval, Québec, Que.; Division of Infectious Diseases, Department of Medicine (Mishra), University of Toronto, Toronto, Ont
| | - Reed Beall
- Department of Epidemiology and Biostatistics (Flores Anato, Xia, Harper, Buckeridge, Racine, Maheu-Giroux), School of Population and Global Health, McGill University, Montréal, Que.; MAP Centre for Urban Health Solutions (Ma, Hamilton, Mishra), St. Michael's Hospital, Unity Health Toronto, Toronto, Ont.; Centre de Recherche du CHU de Québec and Département de médecine sociale et préventive (Brisson), Université Laval, Québec, Que.; Ontario Ministry of Health (Hillmer, Malikov, Kerem); Institute of Health Policy, Management and Evaluation (Hillmer), University of Toronto, Toronto, Ont.; Department of Community Health Sciences (Beall), Cumming School of Medicine, University of Calgary, Calgary, Alta.; Department of Bioengineering (Wagner), McGill University, Montréal, Que.; Direction des risques biologiques (Racine, Dubé), Institut national de santé publique du Québec, Ville de Québec, Que.; Department of Epidemiology (Baral), Johns Hopkins School of Public Health, Baltimore, Md.; Département d'anthropologie (Dubé), Faculté des sciences sociales, Université Laval, Québec, Que.; Division of Infectious Diseases, Department of Medicine (Mishra), University of Toronto, Toronto, Ont
| | - Caroline E Wagner
- Department of Epidemiology and Biostatistics (Flores Anato, Xia, Harper, Buckeridge, Racine, Maheu-Giroux), School of Population and Global Health, McGill University, Montréal, Que.; MAP Centre for Urban Health Solutions (Ma, Hamilton, Mishra), St. Michael's Hospital, Unity Health Toronto, Toronto, Ont.; Centre de Recherche du CHU de Québec and Département de médecine sociale et préventive (Brisson), Université Laval, Québec, Que.; Ontario Ministry of Health (Hillmer, Malikov, Kerem); Institute of Health Policy, Management and Evaluation (Hillmer), University of Toronto, Toronto, Ont.; Department of Community Health Sciences (Beall), Cumming School of Medicine, University of Calgary, Calgary, Alta.; Department of Bioengineering (Wagner), McGill University, Montréal, Que.; Direction des risques biologiques (Racine, Dubé), Institut national de santé publique du Québec, Ville de Québec, Que.; Department of Epidemiology (Baral), Johns Hopkins School of Public Health, Baltimore, Md.; Département d'anthropologie (Dubé), Faculté des sciences sociales, Université Laval, Québec, Que.; Division of Infectious Diseases, Department of Medicine (Mishra), University of Toronto, Toronto, Ont
| | - Étienne Racine
- Department of Epidemiology and Biostatistics (Flores Anato, Xia, Harper, Buckeridge, Racine, Maheu-Giroux), School of Population and Global Health, McGill University, Montréal, Que.; MAP Centre for Urban Health Solutions (Ma, Hamilton, Mishra), St. Michael's Hospital, Unity Health Toronto, Toronto, Ont.; Centre de Recherche du CHU de Québec and Département de médecine sociale et préventive (Brisson), Université Laval, Québec, Que.; Ontario Ministry of Health (Hillmer, Malikov, Kerem); Institute of Health Policy, Management and Evaluation (Hillmer), University of Toronto, Toronto, Ont.; Department of Community Health Sciences (Beall), Cumming School of Medicine, University of Calgary, Calgary, Alta.; Department of Bioengineering (Wagner), McGill University, Montréal, Que.; Direction des risques biologiques (Racine, Dubé), Institut national de santé publique du Québec, Ville de Québec, Que.; Department of Epidemiology (Baral), Johns Hopkins School of Public Health, Baltimore, Md.; Département d'anthropologie (Dubé), Faculté des sciences sociales, Université Laval, Québec, Que.; Division of Infectious Diseases, Department of Medicine (Mishra), University of Toronto, Toronto, Ont
| | - Stefan Baral
- Department of Epidemiology and Biostatistics (Flores Anato, Xia, Harper, Buckeridge, Racine, Maheu-Giroux), School of Population and Global Health, McGill University, Montréal, Que.; MAP Centre for Urban Health Solutions (Ma, Hamilton, Mishra), St. Michael's Hospital, Unity Health Toronto, Toronto, Ont.; Centre de Recherche du CHU de Québec and Département de médecine sociale et préventive (Brisson), Université Laval, Québec, Que.; Ontario Ministry of Health (Hillmer, Malikov, Kerem); Institute of Health Policy, Management and Evaluation (Hillmer), University of Toronto, Toronto, Ont.; Department of Community Health Sciences (Beall), Cumming School of Medicine, University of Calgary, Calgary, Alta.; Department of Bioengineering (Wagner), McGill University, Montréal, Que.; Direction des risques biologiques (Racine, Dubé), Institut national de santé publique du Québec, Ville de Québec, Que.; Department of Epidemiology (Baral), Johns Hopkins School of Public Health, Baltimore, Md.; Département d'anthropologie (Dubé), Faculté des sciences sociales, Université Laval, Québec, Que.; Division of Infectious Diseases, Department of Medicine (Mishra), University of Toronto, Toronto, Ont
| | - Ève Dubé
- Department of Epidemiology and Biostatistics (Flores Anato, Xia, Harper, Buckeridge, Racine, Maheu-Giroux), School of Population and Global Health, McGill University, Montréal, Que.; MAP Centre for Urban Health Solutions (Ma, Hamilton, Mishra), St. Michael's Hospital, Unity Health Toronto, Toronto, Ont.; Centre de Recherche du CHU de Québec and Département de médecine sociale et préventive (Brisson), Université Laval, Québec, Que.; Ontario Ministry of Health (Hillmer, Malikov, Kerem); Institute of Health Policy, Management and Evaluation (Hillmer), University of Toronto, Toronto, Ont.; Department of Community Health Sciences (Beall), Cumming School of Medicine, University of Calgary, Calgary, Alta.; Department of Bioengineering (Wagner), McGill University, Montréal, Que.; Direction des risques biologiques (Racine, Dubé), Institut national de santé publique du Québec, Ville de Québec, Que.; Department of Epidemiology (Baral), Johns Hopkins School of Public Health, Baltimore, Md.; Département d'anthropologie (Dubé), Faculté des sciences sociales, Université Laval, Québec, Que.; Division of Infectious Diseases, Department of Medicine (Mishra), University of Toronto, Toronto, Ont
| | - Sharmistha Mishra
- Department of Epidemiology and Biostatistics (Flores Anato, Xia, Harper, Buckeridge, Racine, Maheu-Giroux), School of Population and Global Health, McGill University, Montréal, Que.; MAP Centre for Urban Health Solutions (Ma, Hamilton, Mishra), St. Michael's Hospital, Unity Health Toronto, Toronto, Ont.; Centre de Recherche du CHU de Québec and Département de médecine sociale et préventive (Brisson), Université Laval, Québec, Que.; Ontario Ministry of Health (Hillmer, Malikov, Kerem); Institute of Health Policy, Management and Evaluation (Hillmer), University of Toronto, Toronto, Ont.; Department of Community Health Sciences (Beall), Cumming School of Medicine, University of Calgary, Calgary, Alta.; Department of Bioengineering (Wagner), McGill University, Montréal, Que.; Direction des risques biologiques (Racine, Dubé), Institut national de santé publique du Québec, Ville de Québec, Que.; Department of Epidemiology (Baral), Johns Hopkins School of Public Health, Baltimore, Md.; Département d'anthropologie (Dubé), Faculté des sciences sociales, Université Laval, Québec, Que.; Division of Infectious Diseases, Department of Medicine (Mishra), University of Toronto, Toronto, Ont
| | - Mathieu Maheu-Giroux
- Department of Epidemiology and Biostatistics (Flores Anato, Xia, Harper, Buckeridge, Racine, Maheu-Giroux), School of Population and Global Health, McGill University, Montréal, Que.; MAP Centre for Urban Health Solutions (Ma, Hamilton, Mishra), St. Michael's Hospital, Unity Health Toronto, Toronto, Ont.; Centre de Recherche du CHU de Québec and Département de médecine sociale et préventive (Brisson), Université Laval, Québec, Que.; Ontario Ministry of Health (Hillmer, Malikov, Kerem); Institute of Health Policy, Management and Evaluation (Hillmer), University of Toronto, Toronto, Ont.; Department of Community Health Sciences (Beall), Cumming School of Medicine, University of Calgary, Calgary, Alta.; Department of Bioengineering (Wagner), McGill University, Montréal, Que.; Direction des risques biologiques (Racine, Dubé), Institut national de santé publique du Québec, Ville de Québec, Que.; Department of Epidemiology (Baral), Johns Hopkins School of Public Health, Baltimore, Md.; Département d'anthropologie (Dubé), Faculté des sciences sociales, Université Laval, Québec, Que.; Division of Infectious Diseases, Department of Medicine (Mishra), University of Toronto, Toronto, Ont.
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