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- Publisher Website: 10.1371/journal.pone.0324898
- Scopus: eid_2-s2.0-105007781159
- PMID: 40460327
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Article: Association of physician-delivered virtual care near the end of life with healthcare use outcomes: A national population-based study of Canadians
| Title | Association of physician-delivered virtual care near the end of life with healthcare use outcomes: A national population-based study of Canadians |
|---|---|
| Authors | |
| Issue Date | 3-Jun-2025 |
| Publisher | Public 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 Identifier | http://hdl.handle.net/10722/358709 |
| ISSN | 2023 Impact Factor: 2.9 2023 SCImago Journal Rankings: 0.839 |
| DC Field | Value | Language |
|---|---|---|
| dc.contributor.author | Anwar, Mohammed Rashidul | - |
| dc.contributor.author | Akhter, Rabia | - |
| dc.contributor.author | Stukel, Thérèse A. | - |
| dc.contributor.author | Chung, Hannah | - |
| dc.contributor.author | Bell, Chaim M. | - |
| dc.contributor.author | Downar, James | - |
| dc.contributor.author | Stall, Nathan | - |
| dc.contributor.author | Tanuseputro, Peter | - |
| dc.contributor.author | Sinnarajah, Aynharan | - |
| dc.contributor.author | Peterson, Sandra | - |
| dc.contributor.author | Bhattarai, Asmita | - |
| dc.contributor.author | Knight, John C. | - |
| dc.contributor.author | Quinn, Kieran L. | - |
| dc.date.accessioned | 2025-08-13T07:47:33Z | - |
| dc.date.available | 2025-08-13T07:47:33Z | - |
| dc.date.issued | 2025-06-03 | - |
| dc.identifier.citation | PLoS ONE, 2025, v. 20, n. 6 | - |
| dc.identifier.issn | 1932-6203 | - |
| dc.identifier.uri | http://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.language | eng | - |
| dc.publisher | Public Library of Science | - |
| dc.relation.ispartof | PLoS ONE | - |
| dc.rights | This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License. | - |
| dc.title | Association of physician-delivered virtual care near the end of life with healthcare use outcomes: A national population-based study of Canadians | - |
| dc.type | Article | - |
| dc.identifier.doi | 10.1371/journal.pone.0324898 | - |
| dc.identifier.pmid | 40460327 | - |
| dc.identifier.scopus | eid_2-s2.0-105007781159 | - |
| dc.identifier.volume | 20 | - |
| dc.identifier.issue | 6 | - |
| dc.identifier.eissn | 1932-6203 | - |
| dc.identifier.issnl | 1932-6203 | - |
