Factors associated with the availability of virtual consultations in primary care across 20 countries: A cross-sectional study
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Author(s)
Type
Journal Article
Abstract
Background: Virtual consultations represent a notable change in health care delivery following the COVID-19 pandemic. Understanding the dynamics of virtual consultations is critical in assessing health care system resilience and adaptability in times of crisis.
Objective: This study aimed to describe the availability and hours of use of telephone, video, and human chat consultations before and during the COVID-19 pandemic period, and identify factors associated with their availability.
Methods: Primary care physicians (PCPs) from 20 upper-middle– and high-income countries completed a cross-sectional web-based survey in 2020. Factors associated with availability were investigated using chi-square tests and effect size (ES) estimates calculated using Cramer V.
Results: A total of 1370 PCPs were included in this study (85.4% of the total sample of 1605). Telephone consultations were the most frequently available type of virtual consultations before and during the pandemic (73.1% and 90.4%, respectively). Significant increases in availability and use were observed during the pandemic for all the types of virtual consultations. The largest absolute increase in availability was observed for video consultations (39.5%), followed by telephone (17.3%) and chat (8.6%; all P<.001). The largest increase in use was observed for telephone consultations (+11 hours per week, P<.001). Digital maturity of the practice was weakly associated with availability of video consultations both before (ES 0.2) and during (ES 0.2) the pandemic (P<.001 for both), and with chat consultations before the pandemic only (ES 0.1, P=.001). Greater availability of video and chat consultations was found in PCPs who had completed digital health training, both before and during the pandemic (P<.001 for all). There was significant country-level variation in the use and availabilities of the technologies between both time periods. The association between country and the availability of telephone consultations changed from strong (ES 0.5, P<.001) to weak (ES 0.2, P=.03), while the relationship between country and video consultations changed from moderate (ES 0.3, P<.001) to strong (ES 0.5, P<.001).
Conclusions: Our study demonstrates the transformative impact of the COVID-19 pandemic on the availability of virtual consultations globally, and how practice-level factors, predominantly digital maturity, digital health training, and country, were associated with the availability of virtual consultations. Further exploration of drivers of availability, particularly at the national level, is needed to ensure sustained and effective implementation of virtual consultations.
Objective: This study aimed to describe the availability and hours of use of telephone, video, and human chat consultations before and during the COVID-19 pandemic period, and identify factors associated with their availability.
Methods: Primary care physicians (PCPs) from 20 upper-middle– and high-income countries completed a cross-sectional web-based survey in 2020. Factors associated with availability were investigated using chi-square tests and effect size (ES) estimates calculated using Cramer V.
Results: A total of 1370 PCPs were included in this study (85.4% of the total sample of 1605). Telephone consultations were the most frequently available type of virtual consultations before and during the pandemic (73.1% and 90.4%, respectively). Significant increases in availability and use were observed during the pandemic for all the types of virtual consultations. The largest absolute increase in availability was observed for video consultations (39.5%), followed by telephone (17.3%) and chat (8.6%; all P<.001). The largest increase in use was observed for telephone consultations (+11 hours per week, P<.001). Digital maturity of the practice was weakly associated with availability of video consultations both before (ES 0.2) and during (ES 0.2) the pandemic (P<.001 for both), and with chat consultations before the pandemic only (ES 0.1, P=.001). Greater availability of video and chat consultations was found in PCPs who had completed digital health training, both before and during the pandemic (P<.001 for all). There was significant country-level variation in the use and availabilities of the technologies between both time periods. The association between country and the availability of telephone consultations changed from strong (ES 0.5, P<.001) to weak (ES 0.2, P=.03), while the relationship between country and video consultations changed from moderate (ES 0.3, P<.001) to strong (ES 0.5, P<.001).
Conclusions: Our study demonstrates the transformative impact of the COVID-19 pandemic on the availability of virtual consultations globally, and how practice-level factors, predominantly digital maturity, digital health training, and country, were associated with the availability of virtual consultations. Further exploration of drivers of availability, particularly at the national level, is needed to ensure sustained and effective implementation of virtual consultations.
Date Issued
2025-03-19
Date Acceptance
2025-01-25
Citation
Journal of Medical Internet Research, 2025, 27
ISSN
1438-8871
Publisher
JMIR Publications
Journal / Book Title
Journal of Medical Internet Research
Volume
27
Copyright Statement
©Gabriele Kerr, Geva Greenfield, Edmond Li et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in the Journal of Medical Internet Research (ISSN 1438-8871), is properly cited. The complete bibliographic information, a link to the original publication on https://www.jmir.org/, as well as this copyright and license information must be included.
License URL
Identifier
10.2196/65147
Subjects
digital health
primary care
telemedicine
virtual consultation
healthcare delivery
online consultation
primary care physician
upper-middle income
upper-middle income countries
high-income countries
online survey
chi-squared test
remote healthcare
video consultation
chat consultation
telephone consultations
digital technology
virtual care
teleconsultation
telehealth
remote consultation
Publication Status
Published
Article Number
ARTN e65147
Date Publish Online
2024-08-06