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Unlocking the Potential of Wear Time of a Wearable Device to Enhance Postpartum Depression Screening and Detection: Cross-Sectional Study

Unlocking the Potential of Wear Time of a Wearable Device to Enhance Postpartum Depression Screening and Detection: Cross-Sectional Study

Previous studies exploring wear time of a wearable device have mainly taken place in the human-computer interaction field in a general population and disease-agnostic setting [15-19]. A few studies have looked at wear time behavior in the context of biomedical research, but only in a limited capacity.

Eric Hurwitz, Samantha Meltzer-Brody, Zachary Butzin-Dozier, Rena C Patel, Noémie Elhadad, Melissa A Haendel

JMIR Form Res 2025;9:e67585

Effect of a Tailored eHealth Physical Activity Intervention on Physical Activity and Depression During Postpartum: Randomized Controlled Trial (The Postpartum Wellness Study)

Effect of a Tailored eHealth Physical Activity Intervention on Physical Activity and Depression During Postpartum: Randomized Controlled Trial (The Postpartum Wellness Study)

The website also included a page to set a weekly PA goal and visually tracked (via a graph) the number of videos watched per week. Participants randomized to the intervention group received individual login information for the Mom Zing website via email and up to 6 reminders (text and email per each participant’s preference) to log into the Mom Zing website (73% text and 27% email).

Sylvia E Badon, Nina Oberman, Maya Ramsey, Charles P Quesenberry, Elaine Kurtovich, Lizeth Gomez Chavez, Susan D Brown, Cheryl L Albright, Mibhali Bhalala, Lyndsay A Avalos

JMIR Ment Health 2025;12:e64507

Auxiliary Teaching and Student Evaluation Methods Based on Facial Expression Recognition in Medical Education

Auxiliary Teaching and Student Evaluation Methods Based on Facial Expression Recognition in Medical Education

Facial expression recognition technology can capture students’ emotional reactions, providing teachers with a more comprehensive evaluation basis, thereby more accurately assessing students’ comprehensive qualities and potential. In addition, traditional medical education often adopts a teacher-led teaching mode in teaching methods, lacking student participation and interaction.

Xueling Zhu, Roben A Juanatas

JMIR Hum Factors 2025;12:e72838

Statistical Relationship Between Wastewater Data and Case Notifications for COVID-19 Surveillance in the United States From 2020 to 2023: Bayesian Hierarchical Modeling Approach

Statistical Relationship Between Wastewater Data and Case Notifications for COVID-19 Surveillance in the United States From 2020 to 2023: Bayesian Hierarchical Modeling Approach

We restricted the analysis to counties with a minimum of 50 weeks of available wastewater data during the study period, which resulted in 107 counties being included, covering a range of geographic areas within the United States, and with periods of data incompleteness for the majority of counties. We assessed the correlation between wastewater metrics and case totals with different time lags (0 wk, 1 wk, 2 wk, etc), and found that a 0 week time lag has the highest correlation.

Masahiko Haraguchi, Fayette Klaassen, Ted Cohen, Joshua A Salomon, Nicolas A Menzies

JMIR Public Health Surveill 2025;11:e68213

Application of Machine Learning and Emerging Health Technologies in the Uptake of HIV Testing: Bibliometric Analysis of Studies Published From 2000 to 2024

Application of Machine Learning and Emerging Health Technologies in the Uptake of HIV Testing: Bibliometric Analysis of Studies Published From 2000 to 2024

The VOSviewer software (version 1.6.20) provides a visualized and comprehensive understanding of the relationships between different networks within the dataset [20]. Normalization was applied at full counting for co-citation, co-occurrence, and international collaboration analyses. A maximum of 25 countries per document and a minimum of 5 documents per country were established as eligibility criteria, resulting in 53 eligible countries, of which 13 met the collaboration threshold.

Musa Jaiteh, Edith Phalane, Yegnanew A Shiferaw, Lateef Babatunde Amusa, Hossana Twinomurinzi, Refilwe Nancy Phaswana-Mafuya

Interact J Med Res 2025;14:e64829

A Just-in-Time Adaptive Intervention (Shift) to Manage Problem Anger After Trauma: Co-Design and Development Study

A Just-in-Time Adaptive Intervention (Shift) to Manage Problem Anger After Trauma: Co-Design and Development Study

A total of 10 experts by experience (5 out of 10 were women; aged 19‐49 years old) with a history of trauma exposure and problem anger were invited to participate via the researchers’ database, which contained a list of individuals who had participated in previous trauma and anger–related research at the University of Melbourne.

Olivia Metcalf, David Forbes, Lauren M Henry, Tianchen Qian, Tracey Varker, Melissa A Brotman, Sean Cowlishaw, Karen E Lamb, Meaghan L O'Donnell

JMIR Hum Factors 2025;12:e62960

Developing a Dyadic Immersive Virtual Environment Technology Intervention for Persons Living With Dementia and Their Caregivers: Multiphasic User-Centered Design Study

Developing a Dyadic Immersive Virtual Environment Technology Intervention for Persons Living With Dementia and Their Caregivers: Multiphasic User-Centered Design Study

Caregivers were eligible if they (1) aged >18 years, (2) self-identified as informal caregivers for a person living with dementia (eg, a family member or friend providing support), (3) could participate in English, and (4) had access to a video-enabled device for Zoom participation. Of the 31 caregivers screened for focus groups, 5 (16%) were ineligible due to not identifying as a caregiver of a person living with dementia, 13 (42%) had scheduling conflicts, and 5 (16%) could not be contacted.

Elizabeth A Rochon, Ayush Thacker, Mirelle Phillips, Christine Ritchie, Ana-Maria Vranceanu, Evan Plys

JMIR Aging 2025;8:e66212

An Internet-Based and Mobile Family Management Intervention for Mothers of Very Preterm Infants Hospitalized in the Neonatal Intensive Care Unit (the Preemie Progress Program): Pilot Randomized Controlled Trial

An Internet-Based and Mobile Family Management Intervention for Mothers of Very Preterm Infants Hospitalized in the Neonatal Intensive Care Unit (the Preemie Progress Program): Pilot Randomized Controlled Trial

Finally, PP was flexibly designed so that this promising intervention could be used as a stand-alone parent training program or as a complement to structure the parent education pillar of adapted FICare programs. As the initial weeks after birth of a very preterm infant are stressful and chaotic for parents in the NICU, our team needed to understand the feasibility of our intervention and study procedures before a future definitive trial could commence with testing the efficacy of PP.

Ashley Weber, Tamilyn Bakas, Qutaibah Oudat, Nehal A Parikh, Joshua Lambert, Heather L Tubbs-Cooley, Jared Rice, Kristin Voos, Matthew Rota, Heather C Kaplan

JMIR Form Res 2025;9:e66073

Safety and Efficacy of Digital Check-in and Triage Kiosks in Emergency Departments: Systematic Review

Safety and Efficacy of Digital Check-in and Triage Kiosks in Emergency Departments: Systematic Review

A total of 4 studies reported efficacy outcomes for self-check-in, self-triage, and combined kiosk interventions [30-32,34]. Coyle et al [30] reported a high usability rate, with 97% of ED attendees using the kiosk. Of the 4 studies, 2 also observed shorter wait times associated with these systems. Mahmood et al [32] reported a 56.8% reduction in time to see a physician compared with the control group.

Elena Lammila-Escalera, Geva Greenfield, Reham Aldakhil, Hei Ming Mak, Himani Sehgal, Ana Luisa Neves, Mark J Harmon, Azeem Majeed, Benedict Hayhoe

J Med Internet Res 2025;27:e69528