Accepted for/Published in: Journal of Medical Internet Research
Date Submitted: Apr 9, 2021
Open Peer Review Period: Apr 9, 2021 - Jun 4, 2021
Date Accepted: Jul 12, 2021
Date Submitted to PubMed: Jan 3, 2022
(closed for review but you can still tweet)
Warning: This is an author submission that is not peer-reviewed or edited. Preprints - unless they show as "accepted" - should not be relied on to guide clinical practice or health-related behavior and should not be reported in news media as established information.
Telehealth Before and During the COVID-19 Pandemic: What are Healthcare Workers Saying?
ABSTRACT
Background:
The COVID-19 pandemic and the lockdowns for controlling the spread of the infection have led to a surge in telehealth adoption by many healthcare organizations. It is unclear how this pandemic has impacted health professionals’ view about telehealth. The analysis of textual data such as comments posted on a discussion forum can uncover information that may not be captured by a structured survey.
Objective:
To examine the opinions of healthcare workers about telehealth services during the timeframe of March 2013 through December 2020.
Methods:
Comments about telehealth posted by healthcare workers from at least 46 countries were collected from an online discussion forum dedicated to health professionals. The analysis included the computation of sentiment scores from the textual data and the use of structural topic modeling to identify the topics of discussions as well as the factors that may be associated with the prevalence of these topics.
Results:
The analysis of the comments revealed positive opinions about the perceived benefits of telehealth services before and during the pandemic, especially the ability to reach patients who cannot come to the health facility for diverse reasons. However, opinions about these benefits were less positive during the pandemic compared to the pre-pandemic period Specific issues raised during the pandemic included technical difficulties encountered during telehealth sessions and the inability to perform certain care routines through telehealth platforms. While comments on the quality of care provided through telehealth was associated with a negative sentiment score overall, the score was less negative during the pandemic compared to the pre-pandemic period, signaling a shift in opinion on the quality of telehealth services. Also, the analysis uncovered obstacles to the adoption of telehealth, including the absence of adequate legal dispositions for telehealth services and issues regarding the payment of these services by health insurance organizations.
Conclusions:
Enhancing the adoption of telehealth services beyond the pandemic requires addressing issues related to the quality of care, payment of services, and legal disposition for delivering these services.
Citation
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Copyright
© The authors. All rights reserved. This is a privileged document currently under peer-review/community review (or an accepted/rejected manuscript). Authors have provided JMIR Publications with an exclusive license to publish this preprint on it's website for review and ahead-of-print citation purposes only. While the final peer-reviewed paper may be licensed under a cc-by license on publication, at this stage authors and publisher expressively prohibit redistribution of this draft paper other than for review purposes.