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Framing the Human-Centered Artificial Intelligence Concepts and Methods: Scoping Review

Framing the Human-Centered Artificial Intelligence Concepts and Methods: Scoping Review

The objective of this paper is to review the information on design principles, techniques, applications, methods, and outcomes adopted in the field of HCAI, in order to provide some insights on the discipline, in relation to the broader concepts of HCD and UCD. The scoping review was carried out according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses Extension for Scoping Reviews (PRISMA-Sc R; see Checklist 1) [7].

Roberta Bevilacqua, Tania Bailoni, Elvira Maranesi, Giulio Amabili, Federico Barbarossa, Marta Ponzano, Michele Virgolesi, Teresa Rea, Maddalena Illario, Enrico Maria Piras, Matteo Lenge, Elisa Barbi, Garifallia Sakellariou

JMIR Hum Factors 2025;12:e67350

The Effectiveness of Social Media Campaigns in Improving Knowledge and Attitudes Toward Mental Health and Help-Seeking in High-Income Countries: Scoping Review

The Effectiveness of Social Media Campaigns in Improving Knowledge and Attitudes Toward Mental Health and Help-Seeking in High-Income Countries: Scoping Review

This review will focus on high-income countries where the use and access to social media and resources for public health campaigns are comparable. The review questions include the following: (1) Is there evidence that social media campaigns have changed behavior (eg, led to increased help-seeking), improved knowledge and attitudes toward mental health, and reduced stigma in high-income countries?

Ruth Plackett, Jessica-Mae Steward, Angelos P Kassianos, Marvin Duenger, Patricia Schartau, Jessica Sheringham, Silvie Cooper, Lucy Biddle, Judi Kidger, Kate Walters

J Med Internet Res 2025;27:e68124

Effectiveness of Telemedicine-Delivered Carbohydrate-Counting Interventions in Patients With Type 1 Diabetes: Systematic Review and Meta-Analysis

Effectiveness of Telemedicine-Delivered Carbohydrate-Counting Interventions in Patients With Type 1 Diabetes: Systematic Review and Meta-Analysis

This study aimed to conduct a systematic review and quantitative synthesis of randomized controlled trials (RCTs) to assess the effectiveness of a TM-delivered CC intervention in patients with T1 DM. The findings may contribute to the development of new approaches to improve the quality of life of patients with T1 DM. The evaluation protocol was prospectively registered in PROSPERO (International Prospective Register of Systematic Reviews; CRD42024523025).

Yang Li, Yue Yang, Xiaoqin Liu, Xinting Zhang, Fei Li

J Med Internet Res 2025;27:e59579

COVID-19–Related Racism and Mental Health Among Asian Americans: Integrative Review

COVID-19–Related Racism and Mental Health Among Asian Americans: Integrative Review

We conducted an integrative review to explore mental health problems experienced by Asian Americans during the COVID-19 pandemic. The purpose of this review is to understand how anti-Asian sentiments (prejudice, hatred, or racism) impact mental health (anxiety, depression) among Asian Americans (Asian immigrants and Asian Americans) living in the United States during the COVID-19 pandemic.

Tania Von Visger, Amy Lyons, Yanjun Zhou, Kayla Wardlaw, Eunhee Park, Yu-Ping Chang

Asian Pac Isl Nurs J 2025;9:e63769

Digital Health Resilience and Well-Being Interventions for Military Members, Veterans, and Public Safety Personnel: Environmental Scan and Quality Review

Digital Health Resilience and Well-Being Interventions for Military Members, Veterans, and Public Safety Personnel: Environmental Scan and Quality Review

RBs may not be interactive in nature, but they were included in this review as they provide the target populations with valuable information related to resilience and well-being. In addition, the review was meant to be as inclusive as possible in identifying resources available to these populations and assessing the quality of such resources. Therefore, all available resources for the target populations, including apps, RBs, and WBPs, were examined.

Rashell R Allen, Myrah A Malik, Carley Aquin, Lucijana Herceg, Suzette Brémault-Phillips, Phillip R Sevigny

JMIR Mhealth Uhealth 2025;13:e64098

Physiological Sensors Equipped in Wearable Devices for Management of Long COVID Persisting Symptoms: Scoping Review

Physiological Sensors Equipped in Wearable Devices for Management of Long COVID Persisting Symptoms: Scoping Review

This variation underscores the need for a comprehensive review to synthesize existing knowledge, evaluate the effectiveness of different wearable technologies, and identify best practices for their application in long COVID management. A thorough review can help bridge the gaps in this research and guide future innovations in wearable technology for more effective monitoring and management of long COVID.

Shikha Kukreti, Meng-Ting Lu, Chun-Yin Yeh, Nai-Ying Ko

J Med Internet Res 2025;27:e69506

GPT-3.5 Turbo and GPT-4 Turbo in Title and Abstract Screening for Systematic Reviews

GPT-3.5 Turbo and GPT-4 Turbo in Title and Abstract Screening for Systematic Reviews

Evaluation metrics were expressed as sensitivity and specificity with 95% CIs, using the final list of included studies in the conventional review as the reference standard. These measures were aggregated to estimate the pooled sensitivity and specificity of LLM-assisted procedures. Additionally, we measured the time taken by each model to screen 100 studies. Further analysis details are available in Multimedia Appendix 1. LLM-assisted citation screening was conducted between June 6 and 7, 2024.

Takehiko Oami, Yohei Okada, Taka-aki Nakada

JMIR Med Inform 2025;13:e64682

The State of the Art of eHealth Self-Management Interventions for People With Chronic Obstructive Pulmonary Disease: Scoping Review

The State of the Art of eHealth Self-Management Interventions for People With Chronic Obstructive Pulmonary Disease: Scoping Review

A scoping review was performed to investigate the currently available literature. According to Munn et al [37], a scoping review is an ideal tool for providing, for example, an overview of existing literature, identifying key characteristics, and highlighting knowledge gaps, among others. Hence, this was deemed the most suitable method for answering the proposed research questions.

Eline te Braake, Roswita Vaseur, Christiane Grünloh, Monique Tabak

J Med Internet Res 2025;27:e57649

Current Status and Future Directions of Ferroptosis Research in Breast Cancer: Bibliometric Analysis

Current Status and Future Directions of Ferroptosis Research in Breast Cancer: Bibliometric Analysis

For instance, in an insightful review by Shen et al [65], the authors explicitly point out the central role of iron in innate and adaptive immune responses, further emphasizing the potential positive influence of targeted regulation of iron metabolism on antitumor immunity and cancer treatment.

Jia-Yuan Luo, Yu-Long Deng, Shang-Yi Lu, Si-Yan Chen, Rong-Quan He, Di-Yuan Qin, Bang-Teng Chi, Gang Chen, Xia Yang, Wei Peng

Interact J Med Res 2025;14:e66286

Simulation-Based Learning Supported by Technology to Enhance Critical Thinking in Nursing Students: Scoping Review

Simulation-Based Learning Supported by Technology to Enhance Critical Thinking in Nursing Students: Scoping Review

Another systematic review examined game-based learning in undergraduate nursing education and found serious games to be the most used game type. Game-based learning was effective in achieving learning outcomes, particularly in the cognitive domain [32]. However, critical thinking was not a specific outcome, and only mixed methods studies were included in the review.

Hege Vistven Stenseth, Simen A Steindal, Marianne Trygg Solberg, Mia Alexandra Ølnes, Anne Lene Sørensen, Camilla Strandell-Laine, Camilla Olaussen, Caroline Farsjø Aure, Ingunn Pedersen, Jaroslav Zlamal, Jussara Gue Martini, Paula Bresolin, Silje Christin Wang Linnerud, Andréa Aparecida Gonçalves Nes

J Med Internet Res 2025;27:e58744