Mental Health Issues in Adolescence

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

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

J Med Internet Res 2025 (Jun 20); 27:e72061

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Fluctuations in Daily Happiness and Nervousness Based on Depressive and Anxious Symptoms in Adolescents or Young Adults Across 3 Latin American Cities: Experience Sampling Study

Ana L Vilela-Estrada, David Villarreal-Zegarra, Nikol Mayo-Puchoc, Nicola Holt, Ángela Flórez-Varela, Catherine Fung, Karen Ariza-Salazar, Fernando Luis Carbonetti, Sumiko Flores, Adriana Carbonel, Natividad Olivar, Carlos Gomez-Restrepo, Luis Ignacio Brusco, Stefan Priebe, Francisco Diez-Canseco

JMIR Form Res 2025 (Jun 19); 9:e65732

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Technology Effects and Child Health: Wellness Impact and Social Effects (TECHWISE): Protocol for a Prospective, Observational, Real-World Study

Scott H Kollins, Jessica Flannery, Karen Goetz, Samir Akre-Bhide

JMIR Res Protoc 2025 (Jun 19); 14:e69358

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Investigating Project Care UK, a Web-Based Self-Help Single-Session Intervention for Youth Mental Health: Program Evaluation

Maria Elizabeth Loades, Grace Perry, Noah Marshall

JMIR Ment Health 2025 (Jun 18); 12:e72077

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A Brief Engagement Intervention Adapted for Racial and Ethnic Minority Young Adults in Mental Health Services: Protocol for a Pilot Optimization Trial

Kiara L Moore, Aaron H Rodwin, Marya Gwadz, Doris F Chang, Linda M Collins, Michelle R Munson

JMIR Res Protoc 2025 (Jun 17); 14:e68885

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Predictive Performance of Machine Learning for Suicide in Adolescents: Systematic Review and Meta-Analysis

Lingjiang Liu, Zhiyuan Li, Yaxin Hu, Chunyou Li, Shuhan He, Shibei Zhang, Jie Gao, Huaiyi Zhu, Guoping Huang

J Med Internet Res 2025 (Jun 16); 27:e73052

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Mental Health Issues and 24-Hour Movement Guidelines–Based Intervention Strategies for University Students With High-Risk Social Network Addiction: Cross-Sectional Study Using a Machine Learning Approach

Lin Luo, Junfeng Yuan, Chen Xu, Huilin Xu, Haojie Tan, Yinhao Shi, Haiping Zhang, Haijun Xi

J Med Internet Res 2025 (Jun 13); 27:e72260

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Longitudinal Network Relationships Between Symptoms of Deviant Peer Affiliation and Internet Gaming Disorder in Adolescents: Prospective Cohort Study

Tingting Gao, Fengtong Qian, Rui Li, Yimeng Lyu, Yingying Su

J Med Internet Res 2025 (Jun 13); 27:e72543

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Impact of Media-Induced Uncertainty on Mental Health: Narrative-Based Perspective

Ladislav Kesner, Veronika Juríčková, Dominika Grygarová, Jiří Horáček

JMIR Ment Health 2025 (Jun 13); 12:e68640

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Digital Mental Health Interventions for the Prevention and Treatment of Social Anxiety Disorder in Children, Adolescents, and Young Adults: Systematic Review and Meta-Analysis of Randomized Controlled Trials

Noemi Walder, Alessja Frey, Thomas Berger, Stefanie Julia Schmidt

J Med Internet Res 2025 (Jun 12); 27:e67067

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Experiences of Individually Tailored Internet-Based Cognitive Behavioral Therapy During the COVID-19 Pandemic: Qualitative Interview Study

Victoria Aminoff, Matilda Baltius, Emelie Lundström, Matilda Berg, Gerhard Andersson, Mikael Ludvigsson

JMIR Form Res 2025 (Jun 11); 9:e66908

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Smartphone Ecological Momentary Assessment and Wearable Activity Tracking in Pediatric Depression: Cohort Study

Jimena Unzueta Saavedra, Emma A Deaso, Margot Austin, Laura Cadavid, Rachel Kraff, Emma E M Knowles

JMIR Form Res 2025 (Jun 11); 9:e66187

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Needs and Expectations for the myNewWay Blended Digital and Face-to-Face Psychotherapy Model of Care for Depression and Anxiety (Part 1): Participatory Design Study including People with Lived and Living Experience

Katarina Kikas, Kathleen O'Moore, Rosemaree Kathleen Miller, Julie-Anne Therese Matheson, Sophie Li, Kathleen Varghese, Peter Baldwin, Nicole Cockayne, Alexis Estelle Whitton, Jill Maree Newby

JMIR Hum Factors 2025 (Jun 11); 12:e69499

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Improving Suicidal Ideation Detection in Social Media Posts: Topic Modeling and Synthetic Data Augmentation Approach

Hamideh Ghanadian, Isar Nejadgholi, Hussein Al Osman

JMIR Form Res 2025 (Jun 11); 9:e63272

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Exploring the Barriers to and Facilitators of Using Virtual Reality Relaxation for Patients With Psychiatric Problems: Qualitative Focus Group Study

Lisanne M Robbemond, JWH Mathijs Nijland, Manna Alma, Wim Veling, Catheleine MG van Driel

J Med Internet Res 2025 (Jun 11); 27:e65308

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Use of Artificial Intelligence in Adolescents’ Mental Health Care: Systematic Scoping Review of Current Applications and Future Directions

Gauri Sharma, Mark J Yaffe, Pooria Ghadiri, Rushali Gandhi, Laura Pinkham, Genevieve Gore, Samira Abbasgholizadeh-Rahimi

JMIR Ment Health 2025 (Jun 06); 12:e70438

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Correlation Between Technology and Improved Outcomes in Youth With Type 1 Diabetes Mellitus: Prospective Study Examining Outcomes for Patients With Depression and Those With Public Insurance

Natacha D Emerson, Christopher Ferber, Nicholas J Jackson, Joshua Li, Eric Tsay, Dennis Styne, Michael Gottschalk, Steven D Mittelman, Anna-Barbara Moscicki

JMIR Diabetes 2025 (Jun 03); 10:e70380

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Detection of Depressive Symptoms in College Students Using Multimodal Passive Sensing Data and Light Gradient Boosting Machine: Longitudinal Pilot Study

Jessica L Borelli, Yuning Wang, Frances Haofei Li, Lyric N Russo, Marta Tironi, Ken Yamashita, Elayne Zhou, Jocelyn Lai, Brenda Nguyen, Iman Azimi, Christopher Marcotullio, Sina Labbaf, Salar Jafarlou, Nikil Dutt, Amir Rahmani

JMIR Form Res 2025 (Jun 03); 9:e67964

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The Role of Early Engagement in a Self-Directed, Digital Mental Health Intervention for Adolescent Anxiety: Moderated Regression Analysis

Emma-Leigh Senyard, Arlen Rowe, Govind Krishnamoorthy, Susan H Spence, Caroline Donovan, Sonja March

JMIR Pediatr Parent 2025 (Jun 02); 8:e60523

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A Self-Harm Awareness Training Module for School Staff: Co-Design and User Testing Study

Anne-Marie Burn, Hayley Gains, Joanna K Anderson

JMIR Form Res 2025 (Jun 02); 9:e69309

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