Association between virtual primary care and emergency department use during the first year of the COVID-19 pandemic in Ontario, Canada.


Journal

CMAJ : Canadian Medical Association journal = journal de l'Association medicale canadienne
ISSN: 1488-2329
Titre abrégé: CMAJ
Pays: Canada
ID NLM: 9711805

Informations de publication

Date de publication:
23 01 2023
Historique:
accepted: 17 11 2022
entrez: 23 1 2023
pubmed: 24 1 2023
medline: 26 1 2023
Statut: ppublish

Résumé

Uptake of virtual care increased substantially during the first year of the COVID-19 pandemic. The aim of this study was to evaluate whether a shift from in-person to virtual visits by primary care physicians was associated with increased use of emergency departments among their enrolled patients. We conducted an observational study of monthly virtual visits and emergency department visits from Apr. 1, 2020, to Mar. 31, 2021, using administrative data from Ontario, Canada. We used multivariable regression analysis to estimate the association between the proportion of a physician's visits that were delivered virtually and the number of emergency department visits among their enrolled patients. The proportion of virtual visits was higher among female, younger and urban physicians, and the number of emergency department visits was lower among patients of female and urban physicians. In an unadjusted analysis, a 1% increase in a physician's proportion of virtual visits was found to be associated with 11.0 (95% confidence interval [CI] 10.1-11.8) fewer emergency department visits per 1000 rostered patients. After controlling for covariates, we observed no statistically significant change in emergency department visits per 1% increase in the proportion of virtual visits (0.2, 95% CI -0.5 to 0.9). We did not find evidence that patients substituted emergency department visits in the context of decreased availability of in-person care with their family physician during the first year of the COVID-19 pandemic. Future research should focus on the long-term impact of virtual care on access and quality of patient care.

Sections du résumé

BACKGROUND
Uptake of virtual care increased substantially during the first year of the COVID-19 pandemic. The aim of this study was to evaluate whether a shift from in-person to virtual visits by primary care physicians was associated with increased use of emergency departments among their enrolled patients.
METHODS
We conducted an observational study of monthly virtual visits and emergency department visits from Apr. 1, 2020, to Mar. 31, 2021, using administrative data from Ontario, Canada. We used multivariable regression analysis to estimate the association between the proportion of a physician's visits that were delivered virtually and the number of emergency department visits among their enrolled patients.
RESULTS
The proportion of virtual visits was higher among female, younger and urban physicians, and the number of emergency department visits was lower among patients of female and urban physicians. In an unadjusted analysis, a 1% increase in a physician's proportion of virtual visits was found to be associated with 11.0 (95% confidence interval [CI] 10.1-11.8) fewer emergency department visits per 1000 rostered patients. After controlling for covariates, we observed no statistically significant change in emergency department visits per 1% increase in the proportion of virtual visits (0.2, 95% CI -0.5 to 0.9).
INTERPRETATION
We did not find evidence that patients substituted emergency department visits in the context of decreased availability of in-person care with their family physician during the first year of the COVID-19 pandemic. Future research should focus on the long-term impact of virtual care on access and quality of patient care.

Identifiants

pubmed: 36690364
pii: 195/3/E108
doi: 10.1503/cmaj.212051
pmc: PMC9876592
doi:

Types de publication

Observational Study Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

E108-E114

Commentaires et corrections

Type : CommentIn

Informations de copyright

© 2023 CMA Impact Inc. or its licensors.

Déclaration de conflit d'intérêts

Competing interests: Nadine Chami, Steve Nastos, Shaun Shaikh, James Wright, Sharada Weir and Jasmin Kantarevic are paid employees of the Ontario Medical Association (OMA). Hemant Shah, Paul Tenenbein, Taylor Lougheed, Nikolina Mizdrak and Patrick Conlon are physician members of the OMA. Hemant Shah reports funding from the Ontario Ministry of Health; consulting fees from Abbvie, Gilead, Lupin and SRx Health; honoraria from Abbvie and Gilead; participation on a data safety monitoring board with Janssen; and participation with the Canadian Association for the Study of Liver. Paul Tenenbein is vice-chair of the Mount Sinai Hospital University Health Network Academic Medical Organization. James Wright reports funding from the Canadian Institutes of Health Research, the United States National Institute for Health and the United Kingdom National Institute for Health Research, as well as consulting fees from the Canadian Medical Protective Association. He is also the chair of the data safety monitoring board for the PERK2 trial. No other competing interests were declared.

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Auteurs

Nadine Chami (N)

Economics, Policy, & Research Department (Chami, Nastos, Shaikh, Wright, Weir, Kantarevic), Ontario Medical Association; Division of Gastroenterology and Hepatology (Shah), University Health Network; University of Toronto (Shah, Kantarevic); Department of Anesthesia (Tenenbein), University Health Network; Department of Anesthesia and Pain Medicine (Tenenbein), University of Toronto, Toronto, Ont.; Department of Family Medicine (Lougheed), University of Ottawa, Ottawa, Ont.; Section of Emergency Medicine (Lougheed), Northern Ontario School of Medicine, Thunder Bay, Ont.; University Health Network (Mizdrak); Department of Family and Community Medicine (Mizdrak), University of Toronto, Toronto, Ont.; Goderich, Western University (Conlon), London, Ont.; Botnar Research Centre (Wright), University of Oxford, Oxford, UK; Hospital for Sick Children (Wright); Institute of Health Policy, Management and Evaluation (Wright), and Canadian Centre for Health Economics (Weir), and Department of Economics (Kantarevic), University of Toronto, Toronto, Ont.; Institute of Labour Economics (Kantarevic), Deutsche Post Foundation, Bonn, Germany nadine.chami@oma.org.

Hemant A Shah (HA)

Economics, Policy, & Research Department (Chami, Nastos, Shaikh, Wright, Weir, Kantarevic), Ontario Medical Association; Division of Gastroenterology and Hepatology (Shah), University Health Network; University of Toronto (Shah, Kantarevic); Department of Anesthesia (Tenenbein), University Health Network; Department of Anesthesia and Pain Medicine (Tenenbein), University of Toronto, Toronto, Ont.; Department of Family Medicine (Lougheed), University of Ottawa, Ottawa, Ont.; Section of Emergency Medicine (Lougheed), Northern Ontario School of Medicine, Thunder Bay, Ont.; University Health Network (Mizdrak); Department of Family and Community Medicine (Mizdrak), University of Toronto, Toronto, Ont.; Goderich, Western University (Conlon), London, Ont.; Botnar Research Centre (Wright), University of Oxford, Oxford, UK; Hospital for Sick Children (Wright); Institute of Health Policy, Management and Evaluation (Wright), and Canadian Centre for Health Economics (Weir), and Department of Economics (Kantarevic), University of Toronto, Toronto, Ont.; Institute of Labour Economics (Kantarevic), Deutsche Post Foundation, Bonn, Germany.

Steve Nastos (S)

Economics, Policy, & Research Department (Chami, Nastos, Shaikh, Wright, Weir, Kantarevic), Ontario Medical Association; Division of Gastroenterology and Hepatology (Shah), University Health Network; University of Toronto (Shah, Kantarevic); Department of Anesthesia (Tenenbein), University Health Network; Department of Anesthesia and Pain Medicine (Tenenbein), University of Toronto, Toronto, Ont.; Department of Family Medicine (Lougheed), University of Ottawa, Ottawa, Ont.; Section of Emergency Medicine (Lougheed), Northern Ontario School of Medicine, Thunder Bay, Ont.; University Health Network (Mizdrak); Department of Family and Community Medicine (Mizdrak), University of Toronto, Toronto, Ont.; Goderich, Western University (Conlon), London, Ont.; Botnar Research Centre (Wright), University of Oxford, Oxford, UK; Hospital for Sick Children (Wright); Institute of Health Policy, Management and Evaluation (Wright), and Canadian Centre for Health Economics (Weir), and Department of Economics (Kantarevic), University of Toronto, Toronto, Ont.; Institute of Labour Economics (Kantarevic), Deutsche Post Foundation, Bonn, Germany.

Shaun Shaikh (S)

Economics, Policy, & Research Department (Chami, Nastos, Shaikh, Wright, Weir, Kantarevic), Ontario Medical Association; Division of Gastroenterology and Hepatology (Shah), University Health Network; University of Toronto (Shah, Kantarevic); Department of Anesthesia (Tenenbein), University Health Network; Department of Anesthesia and Pain Medicine (Tenenbein), University of Toronto, Toronto, Ont.; Department of Family Medicine (Lougheed), University of Ottawa, Ottawa, Ont.; Section of Emergency Medicine (Lougheed), Northern Ontario School of Medicine, Thunder Bay, Ont.; University Health Network (Mizdrak); Department of Family and Community Medicine (Mizdrak), University of Toronto, Toronto, Ont.; Goderich, Western University (Conlon), London, Ont.; Botnar Research Centre (Wright), University of Oxford, Oxford, UK; Hospital for Sick Children (Wright); Institute of Health Policy, Management and Evaluation (Wright), and Canadian Centre for Health Economics (Weir), and Department of Economics (Kantarevic), University of Toronto, Toronto, Ont.; Institute of Labour Economics (Kantarevic), Deutsche Post Foundation, Bonn, Germany.

Paul K Tenenbein (PK)

Economics, Policy, & Research Department (Chami, Nastos, Shaikh, Wright, Weir, Kantarevic), Ontario Medical Association; Division of Gastroenterology and Hepatology (Shah), University Health Network; University of Toronto (Shah, Kantarevic); Department of Anesthesia (Tenenbein), University Health Network; Department of Anesthesia and Pain Medicine (Tenenbein), University of Toronto, Toronto, Ont.; Department of Family Medicine (Lougheed), University of Ottawa, Ottawa, Ont.; Section of Emergency Medicine (Lougheed), Northern Ontario School of Medicine, Thunder Bay, Ont.; University Health Network (Mizdrak); Department of Family and Community Medicine (Mizdrak), University of Toronto, Toronto, Ont.; Goderich, Western University (Conlon), London, Ont.; Botnar Research Centre (Wright), University of Oxford, Oxford, UK; Hospital for Sick Children (Wright); Institute of Health Policy, Management and Evaluation (Wright), and Canadian Centre for Health Economics (Weir), and Department of Economics (Kantarevic), University of Toronto, Toronto, Ont.; Institute of Labour Economics (Kantarevic), Deutsche Post Foundation, Bonn, Germany.

Taylor Lougheed (T)

Economics, Policy, & Research Department (Chami, Nastos, Shaikh, Wright, Weir, Kantarevic), Ontario Medical Association; Division of Gastroenterology and Hepatology (Shah), University Health Network; University of Toronto (Shah, Kantarevic); Department of Anesthesia (Tenenbein), University Health Network; Department of Anesthesia and Pain Medicine (Tenenbein), University of Toronto, Toronto, Ont.; Department of Family Medicine (Lougheed), University of Ottawa, Ottawa, Ont.; Section of Emergency Medicine (Lougheed), Northern Ontario School of Medicine, Thunder Bay, Ont.; University Health Network (Mizdrak); Department of Family and Community Medicine (Mizdrak), University of Toronto, Toronto, Ont.; Goderich, Western University (Conlon), London, Ont.; Botnar Research Centre (Wright), University of Oxford, Oxford, UK; Hospital for Sick Children (Wright); Institute of Health Policy, Management and Evaluation (Wright), and Canadian Centre for Health Economics (Weir), and Department of Economics (Kantarevic), University of Toronto, Toronto, Ont.; Institute of Labour Economics (Kantarevic), Deutsche Post Foundation, Bonn, Germany.

Nikolina Mizdrak (N)

Economics, Policy, & Research Department (Chami, Nastos, Shaikh, Wright, Weir, Kantarevic), Ontario Medical Association; Division of Gastroenterology and Hepatology (Shah), University Health Network; University of Toronto (Shah, Kantarevic); Department of Anesthesia (Tenenbein), University Health Network; Department of Anesthesia and Pain Medicine (Tenenbein), University of Toronto, Toronto, Ont.; Department of Family Medicine (Lougheed), University of Ottawa, Ottawa, Ont.; Section of Emergency Medicine (Lougheed), Northern Ontario School of Medicine, Thunder Bay, Ont.; University Health Network (Mizdrak); Department of Family and Community Medicine (Mizdrak), University of Toronto, Toronto, Ont.; Goderich, Western University (Conlon), London, Ont.; Botnar Research Centre (Wright), University of Oxford, Oxford, UK; Hospital for Sick Children (Wright); Institute of Health Policy, Management and Evaluation (Wright), and Canadian Centre for Health Economics (Weir), and Department of Economics (Kantarevic), University of Toronto, Toronto, Ont.; Institute of Labour Economics (Kantarevic), Deutsche Post Foundation, Bonn, Germany.

Patrick Conlon (P)

Economics, Policy, & Research Department (Chami, Nastos, Shaikh, Wright, Weir, Kantarevic), Ontario Medical Association; Division of Gastroenterology and Hepatology (Shah), University Health Network; University of Toronto (Shah, Kantarevic); Department of Anesthesia (Tenenbein), University Health Network; Department of Anesthesia and Pain Medicine (Tenenbein), University of Toronto, Toronto, Ont.; Department of Family Medicine (Lougheed), University of Ottawa, Ottawa, Ont.; Section of Emergency Medicine (Lougheed), Northern Ontario School of Medicine, Thunder Bay, Ont.; University Health Network (Mizdrak); Department of Family and Community Medicine (Mizdrak), University of Toronto, Toronto, Ont.; Goderich, Western University (Conlon), London, Ont.; Botnar Research Centre (Wright), University of Oxford, Oxford, UK; Hospital for Sick Children (Wright); Institute of Health Policy, Management and Evaluation (Wright), and Canadian Centre for Health Economics (Weir), and Department of Economics (Kantarevic), University of Toronto, Toronto, Ont.; Institute of Labour Economics (Kantarevic), Deutsche Post Foundation, Bonn, Germany.

James G Wright (JG)

Economics, Policy, & Research Department (Chami, Nastos, Shaikh, Wright, Weir, Kantarevic), Ontario Medical Association; Division of Gastroenterology and Hepatology (Shah), University Health Network; University of Toronto (Shah, Kantarevic); Department of Anesthesia (Tenenbein), University Health Network; Department of Anesthesia and Pain Medicine (Tenenbein), University of Toronto, Toronto, Ont.; Department of Family Medicine (Lougheed), University of Ottawa, Ottawa, Ont.; Section of Emergency Medicine (Lougheed), Northern Ontario School of Medicine, Thunder Bay, Ont.; University Health Network (Mizdrak); Department of Family and Community Medicine (Mizdrak), University of Toronto, Toronto, Ont.; Goderich, Western University (Conlon), London, Ont.; Botnar Research Centre (Wright), University of Oxford, Oxford, UK; Hospital for Sick Children (Wright); Institute of Health Policy, Management and Evaluation (Wright), and Canadian Centre for Health Economics (Weir), and Department of Economics (Kantarevic), University of Toronto, Toronto, Ont.; Institute of Labour Economics (Kantarevic), Deutsche Post Foundation, Bonn, Germany.

Sharada Weir (S)

Economics, Policy, & Research Department (Chami, Nastos, Shaikh, Wright, Weir, Kantarevic), Ontario Medical Association; Division of Gastroenterology and Hepatology (Shah), University Health Network; University of Toronto (Shah, Kantarevic); Department of Anesthesia (Tenenbein), University Health Network; Department of Anesthesia and Pain Medicine (Tenenbein), University of Toronto, Toronto, Ont.; Department of Family Medicine (Lougheed), University of Ottawa, Ottawa, Ont.; Section of Emergency Medicine (Lougheed), Northern Ontario School of Medicine, Thunder Bay, Ont.; University Health Network (Mizdrak); Department of Family and Community Medicine (Mizdrak), University of Toronto, Toronto, Ont.; Goderich, Western University (Conlon), London, Ont.; Botnar Research Centre (Wright), University of Oxford, Oxford, UK; Hospital for Sick Children (Wright); Institute of Health Policy, Management and Evaluation (Wright), and Canadian Centre for Health Economics (Weir), and Department of Economics (Kantarevic), University of Toronto, Toronto, Ont.; Institute of Labour Economics (Kantarevic), Deutsche Post Foundation, Bonn, Germany.

Jasmin Kantarevic (J)

Economics, Policy, & Research Department (Chami, Nastos, Shaikh, Wright, Weir, Kantarevic), Ontario Medical Association; Division of Gastroenterology and Hepatology (Shah), University Health Network; University of Toronto (Shah, Kantarevic); Department of Anesthesia (Tenenbein), University Health Network; Department of Anesthesia and Pain Medicine (Tenenbein), University of Toronto, Toronto, Ont.; Department of Family Medicine (Lougheed), University of Ottawa, Ottawa, Ont.; Section of Emergency Medicine (Lougheed), Northern Ontario School of Medicine, Thunder Bay, Ont.; University Health Network (Mizdrak); Department of Family and Community Medicine (Mizdrak), University of Toronto, Toronto, Ont.; Goderich, Western University (Conlon), London, Ont.; Botnar Research Centre (Wright), University of Oxford, Oxford, UK; Hospital for Sick Children (Wright); Institute of Health Policy, Management and Evaluation (Wright), and Canadian Centre for Health Economics (Weir), and Department of Economics (Kantarevic), University of Toronto, Toronto, Ont.; Institute of Labour Economics (Kantarevic), Deutsche Post Foundation, Bonn, Germany.

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