Reviews in Digital Mental Health

Barriers and Facilitators of User Engagement With Digital Mental Health Interventions for People With Psychosis or Bipolar Disorder: Systematic Review and Best-Fit Framework Synthesis

Emily Eisner, Sophie Faulkner, Stephanie Allan, Hannah Ball, Daniela Di Basilio, Jennifer Nicholas, Aansha Priyam, Paul Wilson, Xiaolong Zhang, Sandra Bucci

JMIR Ment Health 2025 (Jan 20); 12:e65246

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Scrutinizing the Gateway Relationship Between Gaming and Gambling Disorder: Scoping Review With a Focus on the Southeast Asian Region

Kristiana Siste, Daniel L King, Enjeline Hanafi, Lee Thung Sen, Adrian Adrian, Belinda Julivia Murtani

JMIR Serious Games 2025 (Jan 15); 13:e59740

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Utility of Consumer-Grade Wearable Devices for Inferring Physical and Mental Health Outcomes in Severe Mental Illness: Systematic Review

Lamiece Hassan, Alyssa Milton, Chelsea Sawyer, Alexander J Casson, John Torous, Alan Davies, Bernalyn Ruiz-Yu, Joseph Firth

JMIR Ment Health 2025 (Jan 07); 12:e65143

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User Experiences of and Preferences for Self-Guided Digital Interventions for the Treatment of Mild to Moderate Eating Disorders: Systematic Review and Metasynthesis

Lauryn Gar-Mun Cheung, Pamela Carien Thomas, Eva Brvar, Sarah Rowe

JMIR Ment Health 2025 (Jan 03); 12:e57795

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Ecological Momentary Assessment of Self-Harm Thoughts and Behaviors: Systematic Review of Constructs From the Integrated Motivational-Volitional Model

Lizzy Winstone, Jon Heron, Ann John, Olivia J Kirtley, Paul Moran, Jennifer Muehlenkamp, Rory C O'Connor, Becky Mars

JMIR Ment Health 2024 (Dec 09); 11:e63132

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Using Artificial Intelligence to Detect Risk of Family Violence: Protocol for a Systematic Review and Meta-Analysis

Kathleen de Boer, Jessica L Mackelprang, Maja Nedeljkovic, Denny Meyer, Ravi Iyer

JMIR Res Protoc 2024 (Dec 02); 13:e54966

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Biomarkers of Response to Internet-Based Psychological Interventions: Systematic Review

Giulia Gotti, Chiara Gabelli, Sophia Russotto, Fabio Madeddu, Philippe Courtet, Jorge Lopez-Castroman, Patrizia Zeppegno, Carla Maria Gramaglia, Raffaella Calati

J Med Internet Res 2024 (Nov 29); 26:e55736

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Digital Health Interventions for Informal Family Caregivers of People With First-Episode Psychosis: Systematic Review on User Experience and Effectiveness

Pauline Sarah Münchenberg, Dinara Yessimova, Dimitra Panteli, Tobias Kurth

JMIR Ment Health 2024 (Nov 28); 11:e63743

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Mental Health Monitoring for Young People Through Mood Apps: Protocol for a Scoping Review and Systematic Search in App Stores

Selina Boege, Madison Milne-Ives, Ananya Ananthakrishnan, Cen Cong, Aditya Sharma, David Anderson, Edward Meinert

JMIR Res Protoc 2024 (Nov 19); 13:e56400

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The Journey From Nonimmersive to Immersive Multiuser Applications in Mental Health Care: Systematic Review

Iveta Fajnerova, Lukáš Hejtmánek, Michal Sedlák, Markéta Jablonská, Anna Francová, Pavla Stopková

J Med Internet Res 2024 (Nov 07); 26:e60441

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Large Language Models for Mental Health Applications: Systematic Review

Zhijun Guo, Alvina Lai, Johan H Thygesen, Joseph Farrington, Thomas Keen, Kezhi Li

JMIR Ment Health 2024 (Oct 18); 11:e57400

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Leveraging Personal Technologies in the Treatment of Schizophrenia Spectrum Disorders: Scoping Review

Jessica D'Arcey, John Torous, Toni-Rose Asuncion, Leah Tackaberry-Giddens, Aqsa Zahid, Mira Ishak, George Foussias, Sean Kidd

JMIR Ment Health 2024 (Sep 30); 11:e57150

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Digital Psychotherapies for Adults Experiencing Depressive Symptoms: Systematic Review and Meta-Analysis

Joanna Omylinska-Thurston, Supritha Aithal, Shaun Liverpool, Rebecca Clark, Zoe Moula, January Wood, Laura Viliardos, Edgar Rodríguez-Dorans, Fleur Farish-Edwards, Ailsa Parsons, Mia Eisenstadt, Marcus Bull, Linda Dubrow-Marshall, Scott Thurston, Vicky Karkou

JMIR Ment Health 2024 (Sep 30); 11:e55500

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Digital Mental Health Interventions for Alleviating Depression and Anxiety During Psychotherapy Waiting Lists: Systematic Review

Sijia Huang, Yiyue Wang, Gen Li, Brian J Hall, Thomas J Nyman

JMIR Ment Health 2024 (Sep 10); 11:e56650

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Empathic Conversational Agent Platform Designs and Their Evaluation in the Context of Mental Health: Systematic Review

Ruvini Sanjeewa, Ravi Iyer, Pragalathan Apputhurai, Nilmini Wickramasinghe, Denny Meyer

JMIR Ment Health 2024 (Sep 09); 11:e58974

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Smartphone-Delivered Attentional Bias Modification Training for Mental Health: Systematic Review and Meta-Analysis

Bilikis Banire, Matt Orr, Hailey Burns, Youna McGowan, Rita Orji, Sandra Meier

JMIR Ment Health 2024 (Sep 02); 11:e56326

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Preventive Interventions for Internet Addiction in Young Children: Systematic Review

Yansen Theopilus, Abdullah Al Mahmud, Hilary Davis, Johanna Renny Octavia

JMIR Ment Health 2024 (Aug 30); 11:e56896

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Evaluation of Digital Mental Health Technologies in the United States: Systematic Literature Review and Framework Synthesis

Julianna Catania, Steph Beaver, Rakshitha S Kamath, Emma Worthington, Minyi Lu, Hema Gandhi, Heidi C Waters, Daniel C Malone

JMIR Ment Health 2024 (Aug 30); 11:e57401

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Efficacy of eHealth Versus In-Person Cognitive Behavioral Therapy for Insomnia: Systematic Review and Meta-Analysis of Equivalence

Sofie Møgelberg Knutzen, Dinne Skjærlund Christensen, Patrick Cairns, Malene Flensborg Damholdt, Ali Amidi, Robert Zachariae

JMIR Ment Health 2024 (Aug 26); 11:e58217

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Machine Learning, Deep Learning, and Data Preprocessing Techniques for Detecting, Predicting, and Monitoring Stress and Stress-Related Mental Disorders: Scoping Review

Moein Razavi, Samira Ziyadidegan, Ahmadreza Mahmoudzadeh, Saber Kazeminasab, Elaheh Baharlouei, Vahid Janfaza, Reza Jahromi, Farzan Sasangohar

JMIR Ment Health 2024 (Aug 21); 11:e53714

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