Evidence map›Paper›PMID 37115549›Full record

ArticleJAMA network open2023

Virtual Care and Emergency Department Use During the COVID-19 Pandemic Among Patients of Family Physicians in Ontario, Canada.

Tara Kiran, Michael E Green, Rachel Strauss, C Fangyun Wu, Maryam Daneshvarfard, Alexander Kopp, Lauren Lapointe-Shaw, Lidija Latifovic, Eliot Frymire, Richard H Glazier

Erratum issuedAbstract read
In one paragraph

Article in JAMA network open, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 22 papers.

0numbers the graph read from it
0cells of the map it votes in
22citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

22 citing papers in PubMed.

  1. Article
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  7. Government partnerships with corporate virtual primary care.CMAJ : Canadian Medical Association journal = journal de l'Association medicale canadienne · 2025
    Article
  8. Changes in driving distance to specialist physicians in the era of virtual care: a population-based cohort study in Ontario, Canada.CMAJ : Canadian Medical Association journal = journal de l'Association medicale canadienne · 2025
    Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Primary care in the COVID-19 pandemic and beyond: Lessons from Ontario.Canadian family physician Medecin de famille canadien · 2025
    Article
  14. Article
  15. Article
  16. Article
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  18. Article
  19. Research data use in a digital society: a deliberative public engagement.International journal of population data science · 2024
    Article
  20. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

10 authors.

Tara KiranDepartment of Family and Community Medicine, St Michael's Hospital, University of Toronto, Toronto, Ontario, Canada.
Michael E GreenDepartment of Family Medicine, Queen's University, Kingston, Ontario, Canada.
Rachel StraussICES Central, Toronto, Ontario, Canada.
C Fangyun WuICES Central, Toronto, Ontario, Canada.
Maryam DaneshvarfardMAP Centre for Urban Health Solutions, Li Ka Shing Knowledge Institute, St Michael's Hospital, Toronto, Ontario, Canada.
Alexander KoppICES Central, Toronto, Ontario, Canada.
Lauren Lapointe-ShawICES Central, Toronto, Ontario, Canada.
Lidija LatifovicMAP Centre for Urban Health Solutions, Li Ka Shing Knowledge Institute, St Michael's Hospital, Toronto, Ontario, Canada.
Eliot FrymireHealth Services and Policy Research Institute, Queen's University, Kingston, Ontario, Canada.
Richard H GlazierDepartment of Family and Community Medicine, St Michael's Hospital, University of Toronto, Toronto, Ontario, Canada.

Funding

CIHR SOP 162662
6 · The paper itself

Abstract

Importance: The COVID-19 pandemic has played a role in increased use of virtual care in primary care. However, few studies have examined the association between virtual primary care visits and other health care use. Objective: To evaluate the association between the percentage of virtual visits in primary care and the rate of emergency department (ED) visits. Design, Setting, and Participants: This cross-sectional study used routinely collected administrative data and was conducted in Ontario, Canada. The sample comprised family physicians with at least 1 primary care visit claim between February 1 and October 31, 2021, and permanent Ontario residents who were alive as of March 31, 2021. All residents were assigned to physicians according to enrollment and billing data. Exposure: Family physicians' virtual visit rate was the exposure. Physicians were stratified by the percentage of total visits that they delivered virtually (via telephone or video) during the study period (0% [100% in person], >0%-20%, >20%-40%, >40%-60%, >60%-80%, >80% to <100%, or 100%). Main Outcomes and Measures: Population-level ED visit rate was calculated for each stratum of virtual care use. Multivariable regression models were used to understand the relative rate of patient ED use after adjusting for rurality of practice, patient characteristics, and 2019 ED visit rates. Results: Data were analyzed for a total of 13 820 family physicians (7114 males [51.5%]; mean [SD] age, 50 [13.1] years) with 12 951 063 patients (6 714 150 females [51.8%]; mean [SD] age, 42.6 [22.9] years) who were attached to these physicians. Most physicians provided between 40% and 80% of care virtually. A higher percentage of the physicians who provided more than 80% of care virtually were 65 years or older, female individuals, and practiced in big cities. Patient comorbidity and morbidity were similar across strata of virtual care use. The mean (SD) number of ED visits was highest among patients whose physicians provided only in-person care (470.3 [1918.8] per 1000 patients) and was lowest among patients of physicians who provided more than 80% to less than 100% of care virtually (242.0 [800.3] per 1000 patients). After adjustment for patient characteristics, patients of physicians with more than 20% of visits delivered virtually had lower rates of ED visits compared with patients of physicians who provided more than 0% to 20% of care virtually (eg, >80% to <100% vs >0%-20% virtual visits in big cities: relative rate, 0.77%; 95% CI, 0.74%-0.81%). This pattern was unchanged across all rurality of practice strata and after adjustment for 2019 ED visit rates. In urban areas, there was a gradient whereby patients of physicians providing the highest level of virtual care had the lowest ED visit rates. Conclusions and Relevance: Findings of this study show that patients of physicians who provided a higher percentage of virtual care did not have higher ED visit rates compared with patients of physicians who provided the lowest levels of virtual care. The findings refute the hypothesis that family physicians providing more care virtually during the pandemic resulted in higher ED use.

Indexed as

COVID-19PandemicsAdultCross-Sectional StudiesEmergency Service, HospitalFemaleHumansMaleMiddle AgedOntarioPhysicians, Family

Identifiers

PMID37115549
PMCPMC10148195

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.