File Download

There are no files associated with this item.

  Links for fulltext
     (May Require Subscription)
Supplementary

Article: Association of physician-delivered virtual care near the end of life with healthcare use outcomes: A national population-based study of Canadians

TitleAssociation of physician-delivered virtual care near the end of life with healthcare use outcomes: A national population-based study of Canadians
Authors
Issue Date3-Jun-2025
PublisherPublic Library of Science
Citation
PLoS ONE, 2025, v. 20, n. 6 How to Cite?
Abstract

Background: The last 90 days of life are marked by high healthcare utilization in acute care settings, often conflicting with the preference to remain at home. The COVID-19 pandemic accelerated the adoption of virtual care, but its impact on healthcare utilization near the end-of-life remains unclear. This study assessed the association between physician-delivered virtual care use near the end-of-life and acute healthcare utilization, before and during the COVID-19 pandemic across four Canadian provinces. Methods: A retrospective population-based cohort study using linked health administrative data from January 1, 2018, to December 31, 2021, across British Columbia (BC), Alberta (AB), Ontario (ON), and Newfoundland & Labrador (NFLD). The study included 548,955 adult decedents who died within the study period. Virtual care use in the last 90 days of life, categorized by pre-pandemic and pandemic periods, was the primary exposure. Primary outcomes were rates of ED visits, hospitalizations, and in-hospital deaths during the last 90 days of life. Modified Poisson regression models were used to measure associations, adjusting for demographic and clinical characteristics. Results: Among the 548,955 decedents, virtual care utilization during the pandemic varied by province, ranging from 53% in NFLD to 78% in BC. During the pandemic, virtual care was associated with higher ED visits (adjusted rate ratios [aRateRs] ranging from 1.12 to 1.72) and hospitalizations (aRateRs: ranging from 1.01 to 1.59) in most provinces. Virtual care was linked to a higher risk of in-hospital death in AB (adjusted risk ratios [aRiskR]: 1.11; 95% CI: 1.08–1.14; P < 0.001) and ON (aRiskR: 1.04; 95% CI: 1.03–1.05; P < 0.001). Pre-pandemic, associations were weaker, with virtual care linked to lower in-hospital death rates in ON, AB and BC. Conclusion: Virtual care during the pandemic was linked to increased acute healthcare utilization, contrasting with pre-pandemic patterns when it appeared more selective and associated with fewer in-hospital deaths. Findings highlight the evolving role of virtual care and the need for region-specific policies to optimize end-of-life care delivery.


Persistent Identifierhttp://hdl.handle.net/10722/358709
ISSN
2023 Impact Factor: 2.9
2023 SCImago Journal Rankings: 0.839

 

DC FieldValueLanguage
dc.contributor.authorAnwar, Mohammed Rashidul-
dc.contributor.authorAkhter, Rabia-
dc.contributor.authorStukel, Thérèse A.-
dc.contributor.authorChung, Hannah-
dc.contributor.authorBell, Chaim M.-
dc.contributor.authorDownar, James-
dc.contributor.authorStall, Nathan-
dc.contributor.authorTanuseputro, Peter-
dc.contributor.authorSinnarajah, Aynharan-
dc.contributor.authorPeterson, Sandra-
dc.contributor.authorBhattarai, Asmita-
dc.contributor.authorKnight, John C.-
dc.contributor.authorQuinn, Kieran L.-
dc.date.accessioned2025-08-13T07:47:33Z-
dc.date.available2025-08-13T07:47:33Z-
dc.date.issued2025-06-03-
dc.identifier.citationPLoS ONE, 2025, v. 20, n. 6-
dc.identifier.issn1932-6203-
dc.identifier.urihttp://hdl.handle.net/10722/358709-
dc.description.abstract<p>Background: The last 90 days of life are marked by high healthcare utilization in acute care settings, often conflicting with the preference to remain at home. The COVID-19 pandemic accelerated the adoption of virtual care, but its impact on healthcare utilization near the end-of-life remains unclear. This study assessed the association between physician-delivered virtual care use near the end-of-life and acute healthcare utilization, before and during the COVID-19 pandemic across four Canadian provinces. Methods: A retrospective population-based cohort study using linked health administrative data from January 1, 2018, to December 31, 2021, across British Columbia (BC), Alberta (AB), Ontario (ON), and Newfoundland & Labrador (NFLD). The study included 548,955 adult decedents who died within the study period. Virtual care use in the last 90 days of life, categorized by pre-pandemic and pandemic periods, was the primary exposure. Primary outcomes were rates of ED visits, hospitalizations, and in-hospital deaths during the last 90 days of life. Modified Poisson regression models were used to measure associations, adjusting for demographic and clinical characteristics. Results: Among the 548,955 decedents, virtual care utilization during the pandemic varied by province, ranging from 53% in NFLD to 78% in BC. During the pandemic, virtual care was associated with higher ED visits (adjusted rate ratios [aRateRs] ranging from 1.12 to 1.72) and hospitalizations (aRateRs: ranging from 1.01 to 1.59) in most provinces. Virtual care was linked to a higher risk of in-hospital death in AB (adjusted risk ratios [aRiskR]: 1.11; 95% CI: 1.08–1.14; P < 0.001) and ON (aRiskR: 1.04; 95% CI: 1.03–1.05; P < 0.001). Pre-pandemic, associations were weaker, with virtual care linked to lower in-hospital death rates in ON, AB and BC. Conclusion: Virtual care during the pandemic was linked to increased acute healthcare utilization, contrasting with pre-pandemic patterns when it appeared more selective and associated with fewer in-hospital deaths. Findings highlight the evolving role of virtual care and the need for region-specific policies to optimize end-of-life care delivery.</p>-
dc.languageeng-
dc.publisherPublic Library of Science-
dc.relation.ispartofPLoS ONE-
dc.rightsThis work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.-
dc.titleAssociation of physician-delivered virtual care near the end of life with healthcare use outcomes: A national population-based study of Canadians-
dc.typeArticle-
dc.identifier.doi10.1371/journal.pone.0324898-
dc.identifier.pmid40460327-
dc.identifier.scopuseid_2-s2.0-105007781159-
dc.identifier.volume20-
dc.identifier.issue6-
dc.identifier.eissn1932-6203-
dc.identifier.issnl1932-6203-

Export via OAI-PMH Interface in XML Formats


OR


Export to Other Non-XML Formats