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Patient Experience of Virtual Hospital Care Provided by a Multidisciplinary Team: Protocol for a Mixed Methods Study

Patient Experience of Virtual Hospital Care Provided by a Multidisciplinary Team: Protocol for a Mixed Methods Study

The goal of this research is to identify the challenges of an emerging Australian virtual hospital and develop novel recommendations to improve the patient experience. Of the variety of challenges patients of virtual hospitals face, one example is the difficulty in building clinician-patient rapport through virtual communication [14].

Tim M Jackson, Kanesha Ward, Saranjit Singh, Rezwanul Rana, Winnifred Li, Chenyao Yu, Jason Levy, Michelle Chen, Mui Chung, Shelley Somi, Kim Offner, Enrico Coiera, Annie AY Lau

JMIR Res Protoc 2025;14:e72729

Scalable Precision Psychiatry With an Objective Measure of Psychological Stress: Prospective Real-World Study

Scalable Precision Psychiatry With an Objective Measure of Psychological Stress: Prospective Real-World Study

In a recent review of 73 studies on recommendation systems in health apps, approximately half (47%) did not attempt to validate the recommendations [37]. Those who did primarily used one or more self-reported measures of mood, sleep, anxiety, depression, or energy, and compared users who received personalized content recommendations to passive control groups that either received no content or received content at random.

Helena Wang, Norman Farb, Bechara Saab

J Med Internet Res 2025;27:e56086

Social Media and Youth Mental Health: Scoping Review of Platform and Policy Recommendations

Social Media and Youth Mental Health: Scoping Review of Platform and Policy Recommendations

Information such as recommendations to social media companies (eg, improved platform design) and government bodies (eg, strengthening existing legislations) was extracted. To collate and synthesize the recommendations provided, all documents were exported to NVivo (version 14; QSR International) [76]. The first and second authors analyzed the included recommendations, grouping them into preliminary themes and subthemes to capture conceptually similar ideas.

Jasleen Chhabra, Vita Pilkington, Ruben Benakovic, Michael James Wilson, Louise La Sala, Zac Seidler

J Med Internet Res 2025;27:e72061

Recommendations for Successful Development and Implementation of Digital Health Technology Tools

Recommendations for Successful Development and Implementation of Digital Health Technology Tools

This figure illustrates common key steps in DHTT development, directly reflecting the 10 recommendations presented in this paper. The workflow is organized into 3 main phases: planning, development, and sustainability.

Rebecca Ting Jiin Loo, Francesco Nasta, Mirco Macchi, Anaïs Baudot, Frada Burstein, Riley Bove, Maike Greve, Holger Fröhlich, Sara Khalid, Arne Küderle, Susan L Moore, Valerie Storms, John Torous, Enrico Glaab

J Med Internet Res 2025;27:e56747

Advancing Regional and Remote Health Care With Virtual Hospital Implementation: Rapid Review

Advancing Regional and Remote Health Care With Virtual Hospital Implementation: Rapid Review

Similarly, research on the barriers, facilitators, and recommendations for implementing VHs does not align with the unique challenges of regional and remote communities, such as limited access to specialists, longer travel distances, and a higher prevalence of preventable conditions [17,18].

Artika Archana Kumari, Tafheem Ahmad Wani, Michael Liem, James Boyd, Urooj Raza Khan

JMIR Hum Factors 2025;12:e64582

Telehealth Interventions in Pharmacy Practice: Systematic Review of Reviews and Recommendations

Telehealth Interventions in Pharmacy Practice: Systematic Review of Reviews and Recommendations

The research question is as follows: What are the effective telehealth interventions in pharmacy practice, and what recommendations can be made? We hope to analyze the various telehealth interventions that have been implemented in current pharmacy practice and theorize recommendations on how these interventions may be applied.

Rachel Lai Kay Chong, Andrew Siang Ee Chan, Crystal Min Siu Chua, Yi Feng Lai

J Med Internet Res 2025;27:e57129

Methodological Challenges in Randomized Controlled Trials of mHealth Interventions: Cross-Sectional Survey Study and Consensus-Based Recommendations

Methodological Challenges in Randomized Controlled Trials of mHealth Interventions: Cross-Sectional Survey Study and Consensus-Based Recommendations

Consensus methods allow for the integration of expert perspectives to produce recommendations. This approach is essential given the lack of consistent solutions to these challenges. The goal of the consensus exercise was to develop recommendations for researchers working in m Health. The intended audience is global, with participation from experts across regions, making the recommendations relevant for both high- and low-resource settings.

Jesus Lopez-Alcalde, L Susan Wieland, Yuqian Yan, Jürgen Barth, Mohammad Reza Khami, Siddharudha Shivalli, Cynthia Lokker, Harleen Kaur Rai, Paul Macharia, Sergi Yun, Elvira Lang, Agnes Bwanika Naggirinya, Concepción Campos-Asensio, Leila Ahmadian, Claudia M Witt

J Med Internet Res 2024;26:e53187

Artificial Intelligence–Augmented Clinical Decision Support Systems for Pregnancy Care: Systematic Review

Artificial Intelligence–Augmented Clinical Decision Support Systems for Pregnancy Care: Systematic Review

Specifically, in support of diagnostics and therapeutics recommendations for ectopic pregnancy, ontology has been used for supporting the annotation of medical images (eg, ultrasound images for obstetrics) [26,27]. Arden syntax was used to formalize obstetric clinical guidelines into a knowledge base that supports CDSS functions for obstetrics [29]. XML was used for encoding a knowledge base that underpins mobile app–based CDSS for prenatal care [34].

Xinnian Lin, Chen Liang, Jihong Liu, Tianchu Lyu, Nadia Ghumman, Berry Campbell

J Med Internet Res 2024;26:e54737

Digital Competencies and Training Approaches to Enhance the Capacity of Practitioners to Support the Digital Transformation of Public Health: Rapid Review of Current Recommendations

Digital Competencies and Training Approaches to Enhance the Capacity of Practitioners to Support the Digital Transformation of Public Health: Rapid Review of Current Recommendations

(2) What training approaches may best facilitate the learning and teaching of identified practice competency recommendations? and (3) What disciplines/disciplinary perspectives should be considered to facilitate identified practice competencies and training recommendations?

Swathi Ramachandran, Hsiu-Ju Chang, Catherine Worthington, Andre Kushniruk, Francisco Ibáñez-Carrasco, Hugh Davies, Geoffrey McKee, Adalsteinn Brown, Mark Gilbert, Ihoghosa Iyamu

JMIR Public Health Surveill 2024;10:e52798