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How to Refine and Prioritize Key Performance Indicators for Digital Health Interventions: Tutorial on Using Consensus Methodology to Enable Meaningful Evaluation of Novel Digital Health Interventions

How to Refine and Prioritize Key Performance Indicators for Digital Health Interventions: Tutorial on Using Consensus Methodology to Enable Meaningful Evaluation of Novel Digital Health Interventions

Stakeholder consultation included a presentation of the initial KPIs at several internal meetings (monthly) within the Gravitate Health consortium, which had expanded in numbers significantly (n=250) since the initial list of KPIs was created.

Catherine McCabe, Leona Connolly, Yuri Quintana, Arielle Weir, Anne Moen, Martin Ingvar, Margaret McCann, Carmel Doyle, Mary Hughes, Maria Brenner

J Med Internet Res 2025;27:e68757

Online Information About Side Effects and Safety Concerns of Semaglutide: Mixed Methods Study of YouTube Videos

Online Information About Side Effects and Safety Concerns of Semaglutide: Mixed Methods Study of YouTube Videos

Off-label users may have a higher safety risk if they obtain semaglutide via online vendors or beauty spas without a proper medical consultation [26]. With this background, this study aimed to investigate whether You Tube videos mentioned or discussed the side effects and safety concerns of semaglutide.

Andy Wai Kan Yeung, Fabian Peter Hammerle, Sybille Behrens, Maima Matin, Michel-Edwar Mickael, Olena Litvinova, Emil D Parvanov, Maria Kletecka-Pulker, Atanas G Atanasov

JMIR Infodemiology 2025;5:e59767

The Utilization of Electronic Consultations (eConsults) to Address Emerging Questions Related to Long COVID-19 in Ontario, Canada: Mixed Methods Analysis

The Utilization of Electronic Consultations (eConsults) to Address Emerging Questions Related to Long COVID-19 in Ontario, Canada: Mixed Methods Analysis

One solution to these challenges is electronic consultation (e Consult), which allows PCPs to ask clinical questions regarding their patients to specialists using a secure web-based platform. In response to the pandemic, an e Consult service operating in Ontario, Canada, launched a long COVID specialist group, allowing PCPs to connect with specialists across multiple disciplines with expertise in long COVID to help with the diagnosis and management of their patients.

Jatinderpreet Singh, Michael Quon, Danica Goulet, Erin Keely, Clare Liddy

JMIR Hum Factors 2025;12:e58582

Association of a Novel Electronic Form for Preoperative Cardiac Risk Assessment With Reduction in Cardiac Consultations and Testing: Retrospective Cohort Study

Association of a Novel Electronic Form for Preoperative Cardiac Risk Assessment With Reduction in Cardiac Consultations and Testing: Retrospective Cohort Study

Potential causes include nonspecific referral requests or the assumption that a cardiology consultation may decrease legal risk in the event of a postoperative cardiac complication [5,13,14]. A preoperative referral to a cardiologist is an independent risk factor for low-value cardiac testing [8,14,15]. Pappas et al [16] noted significant variation in stress test orders among 118,552 patients that persisted even after adjusting for patient risk factors.

Mandeep Kumar, Kathryn Wilkinson, Ya-Huei Li, Rohit Masih, Mehak Gandhi, Haleh Saadat, Julie Culmone

JMIR Perioper Med 2024;7:e63076

Training Service Users in the Use of Telehealth: Scoping Review

Training Service Users in the Use of Telehealth: Scoping Review

Studies that focused on training users to use patient portals, unless there was a telehealth consultation component, were excluded. Studies that focused on health care professional education only were excluded. Studies of service users in any setting were eligible for inclusion. Studies of all research designs, including quantitative, qualitative, and mixed methods studies, were eligible for inclusion. Systematic reviews and literature reviews were excluded.

Emer Galvin, Shane Desselle, Blánaid Gavin, Fiona McNicholas, Shane Cullinan, John Hayden

J Med Internet Res 2024;26:e57586

Preoperative Anesthesia Virtual Video Consultations in a Preadmission Clinic: Quality Improvement Study

Preoperative Anesthesia Virtual Video Consultations in a Preadmission Clinic: Quality Improvement Study

A dedicated video consultation booking clerk was appointed at the PAC, aiming to boost the percentage of video consultations and simplify the process. Several weeks after the intervention, a reaudit was conducted on the various steps of video consultations. The objective of this stage was to increase the percentage of video consultations further and streamline the process.

Yamini Subramani, Jill Querney, Priyanka Singh, Yifan Zhang, Lee-Anne Fochesato, Nida Fatima, Natasha Wood, Mahesh Nagappa

JMIR Perioper Med 2024;7:e57541