This paper is in the following e-collection/theme issue:

Quality Evaluation and Descriptive Analysis/Reviews of Multiple Existing Mobile Apps (377) Mobile Health (mhealth) (2982) mHealth for Symptom and Disease Monitoring, Chronic Disease Management (1428) mHealth for Wellness, Behavior Change and Prevention (2922) Anxiety and Stress Disorders (1081) Depression and Mood Disorders; Suicide Prevention (1392) Mobile Health in Psychiatry (438)

Published on in Vol 8, No 5 (2020): May

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/17458, first published .
Mobile Apps for Mental Health Issues: Meta-Review of Meta-Analyses

Mobile Apps for Mental Health Issues: Meta-Review of Meta-Analyses

Mobile Apps for Mental Health Issues: Meta-Review of Meta-Analyses

Authors of this article:

Tania Lecomte1, 2 Author Orcid Image ;   Stéphane Potvin2, 3 Author Orcid Image ;   Marc Corbière2, 4 Author Orcid Image ;   Stéphane Guay2, 5 Author Orcid Image ;   Crystal Samson1 Author Orcid Image ;   Briana Cloutier1 Author Orcid Image ;   Audrey Francoeur1 Author Orcid Image ;   Antoine Pennou1 Author Orcid Image ;   Yasser Khazaal6 Author Orcid Image
Article Authors Cited by (192) Tweetations (16) Metrics

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  110. Yang Toh S, Lee S, Kosasih F, Lim J, Sündermann O. Preliminary effectiveness of an evidence-based mobile application to promote resilience among working adults in Singapore and Hong Kong: Intensive longitudinal study. DIGITAL HEALTH 2023;9 View
  111. Min Y, Choi Y, Kim B. Filling the mental service gap on campus: an effectiveness trial testing the utility of app-based mindfulness psychological intervention for college students. Current Psychology 2024;43(17):15434 View
  112. Wu M, Li C, Hu T, Zhao X, Qiao G, Gao X, Zhu X, Yang F. Effectiveness of Telecare Interventions on Depression Symptoms Among Older Adults: Systematic Review and Meta-Analysis. JMIR mHealth and uHealth 2024;12:e50787 View
  113. Alfaro A, Wielgosz J, Kuhn E, Carlson C, Gould C. Determinants and outcome correlates of engagement with a mobile mental health intervention for depression and anxiety in middle‐aged and older adults. Journal of Clinical Psychology 2024;80(3):509 View
  114. Dominiak M, Gędek A, Antosik A, Mierzejewski P. Prevalence, attitudes and concerns toward telepsychiatry and mobile health self-management tools among patients with mental disorders during and after the COVID-19 pandemic: a nationwide survey in Poland from 2020 to 2023. Frontiers in Psychiatry 2024;14 View
  115. Biskupiak Z, Ha V, Rohaj A, Bulaj G. Digital Therapeutics for Improving Effectiveness of Pharmaceutical Drugs and Biological Products: Preclinical and Clinical Studies Supporting Development of Drug + Digital Combination Therapies for Chronic Diseases. Journal of Clinical Medicine 2024;13(2):403 View
  116. García-Soriano G, Arnáez S, Chaves A, del Valle G, Roncero M, Moritz S. Can an app increase health literacy and reduce the stigma associated with obsessive-compulsive disorder? A crossover randomized controlled trial. Journal of Affective Disorders 2024;350:636 View
  117. Armstrong A, Oetinger K, Weimer K, Hönig K. Digital psychosocial interventions for individuals with spinal cord injury: a scoping review. Frontiers in Psychiatry 2024;15 View
  118. Chaves A, Arnáez S, García-Soriano G. The Effectiveness of a Cell Phone eHealth App in Changing Knowledge, Stigmatizing Attitudes, and Intention to Seek Help Associated With Obsessive-Compulsive Disorder: Pilot Questionnaire Study. JMIR mHealth and uHealth 2024;12:e48027 View
  119. Adibi S, Valizadeh-Haghi S, Khazaal Y, Rahmatizadeh S. Editorial: Mobile health application in addictive disorders therapy. Frontiers in Psychiatry 2024;15 View
  120. Laird B, Zuniga S, Hook J, Van Tongeren D, Joeman L, Huberty J. Mental Health and Well-Being in Racial or Ethnic Minority Individuals After Using a Faith and Prayer Mobile App (Pray.com): Feasibility and Preliminary Efficacy Trial. JMIR Formative Research 2024;8:e52560 View
  121. De Angelis M, Volpi L, Giusino D, Pietrantoni L, Fraboni F. Acceptability and Usability of a Digital Platform Promoting Mental Health at Work: A Qualitative Evaluation. International Journal of Human–Computer Interaction 2024:1 View
  122. Vargas-Nieto J, Zambrano D, Montorio I, Sanabria L. Efficacy of Digital Mindfulness-Based Interventions for Repetitive Negative Thinking: A Systematic Review and Bibliometric Analysis. Mindfulness 2024;15(3):523 View
  123. Breuer-Asher I, Ritholz M, Horwitz D, Manejwala O, Behar E, Fundoiano-Hershcovitz Y. Association of Digital Engagement With Relaxation Tools and Stress Level Reduction: Retrospective Cohort Study. JMIR Formative Research 2024;8:e50506 View
  124. Andino A, Koehler J, Rahman M. Emerging Connection of the Mental Health and Well-Being Axis with Digital Technology: A Quantitative and Qualitative Study. Journal of Technology in Behavioral Science 2024;9(4):797 View
  125. Riboldi I, Calabrese A, Piacenti S, Capogrosso C, Paioni S, Bartoli F, Carrà G, Armes J, Taylor C, Crocamo C. Understanding University Students' Perspectives towards Digital Tools for Mental Health Support: A Cross-country Study. Clinical Practice & Epidemiology in Mental Health 2024;20(1) View
  126. Dominiak M, Gędek A, Antosik A, Mierzejewski P. Mobile health for mental health support: a survey of attitudes and concerns among mental health professionals in Poland over the period 2020-2023. Frontiers in Psychiatry 2024;15 View
  127. Moore C, Kelly S, Melnyk B. The use of mHealth apps to improve hospital nurses' mental health and well‐being: A systematic review. Worldviews on Evidence-Based Nursing 2024;21(2):110 View
  128. Newby J, Upton E, Mason E, Black M. Technology-based Cognitive Behavioral Therapy Interventions. Psychiatric Clinics of North America 2024;47(2):399 View
  129. Chakrabarti S. Digital psychiatry in low-and-middle-income countries: New developments and the way forward. World Journal of Psychiatry 2024;14(3):350 View
  130. Oesterle T, Hall-Flavin D, Bormann N, Loukianova L, Fipps D, Breitinger S, Gilliam W, Wu T, Correa da Costa S, Arndt S, Karpyak V. Therapeutic Content of Mobile Phone Applications for Substance Use Disorders: An Umbrella Review. Mayo Clinic Proceedings: Digital Health 2024;2(2):192 View
  131. Gómez-Cambronero Á, Mann A, Mira A, Doherty G, Casteleyn S. Smartphone-based serious games for mental health: a scoping review. Multimedia Tools and Applications 2024;83(36):84047 View
  132. Tung I, Balaji U, Hipwell A, Low C, Smyth J. Feasibility and acceptability of measuring prenatal stress in daily life using smartphone-based ecological momentary assessment and wearable physiological monitors. Journal of Behavioral Medicine 2024;47(4):635 View
  133. Dias R, Lima R, Prado I, Colonna A, Serra‐Negra J, Bracci A, Manfredini D. Awake bruxism report in a population of dental students with and without ecological momentary assessment monitorization–A randomised trial. Journal of Oral Rehabilitation 2024;51(7):1213 View
  134. Magwood O, Saad A, Ranger D, Volpini K, Rukikamirera F, Haridas R, Sayfi S, Alexander J, Tan Y, Pottie K. Mobile apps to reduce depressive symptoms and alcohol use in youth: A systematic review and meta‐analysis. Campbell Systematic Reviews 2024;20(2) View
  135. Marciniak M, Shanahan L, Yuen K, Veer I, Walter H, Tuescher O, Kobylińska D, Kalisch R, Hermans E, Binder H, Kleim B. Burst versus continuous delivery design in digital mental health interventions: Evidence from a randomized clinical trial. DIGITAL HEALTH 2024;10 View
  136. Ahmed S, Trimmer C, Khan W, Tuck A, Rodak T, Agic B, Kavic K, Wadhawan S, Abbott M, Husain M, Husain M, McKenzie K, Quintana Y, Naeem F. A mixed methods analysis of existing assessment and evaluation tools (AETs) for mental health applications. Frontiers in Public Health 2024;12 View
  137. Goetter E, Yuen E. Technological Advances in Treating Anxiety Disorders. Psychiatric Clinics of North America 2024;47(4):813 View
  138. Stallard P, Whittle K, Moore E, Medina-Lara A, Morrish N, Cliffe B, Rhodes S, Taylor G. Clinical effectiveness and safety of adding a self-harm prevention app (BlueIce) to specialist mental health care for adolescents who repeatedly self-harm: A single blind randomised controlled trial (the BASH study). Psychiatry Research 2024;339:116017 View
  139. Neto D, Spínola C, Pinto H, Gago J. Perspectives on the Implementation of Mental Health Apps on Clinical Interventions in Mental Health. Acta Médica Portuguesa 2024;37(7-8):501 View
  140. Weiner L, Crowley R, Sheeber L, Koegler F, Davis J, Wells M, Funkhouser C, Auerbach R, Allen N. Engagement, Acceptability, and Effectiveness of the Self-Care and Coach-Supported Versions of the Vira Digital Behavior Change Platform Among Young Adults at Risk for Depression and Obesity: Pilot Randomized Controlled Trial. JMIR Mental Health 2024;11:e51366 View
  141. Postma M, Vrancken S, Daemen M, Meulen I, Volbragt N, Delespaul P, Haan L, Pluijm M, Breedvelt J, Gaag M, Lindauer R, Berg D, Bockting C, Amelsvoort T, Schwannauer M, Doi L, Reininghaus U. Working mechanisms of the use and acceptability of ecological momentary interventions: a realist evaluation of a guided self-help ecological momentary intervention targeting self-esteem. BMC Public Health 2024;24(1) View
  142. McCallum M, Baldwin M, Thompson P, Blessing K, Frisch M, Ho A, Ainsworth M, Mitchell E, Michaelides A, May C. Long-Term Efficacy of a Mobile Mental Wellness Program: Prospective Single-Arm Study. JMIR mHealth and uHealth 2024;12:e54634 View
  143. Ong L, Speicher S, Villasenor D, Kim J, Jacobs A, Macia K, Cloitre M. Brief Peer-Supported Web-Based Skills Training in Affective and Interpersonal Regulation (BPS webSTAIR) for Trauma-Exposed Veterans in the Community: Randomized Controlled Trial. Journal of Medical Internet Research 2024;26:e52130 View
  144. Horwitz A, Mills E, Sen S, Bohnert A. Comparative Effectiveness of Three Digital Interventions for Adults Seeking Psychiatric Services. JAMA Network Open 2024;7(7):e2422115 View
  145. Bhawra J, Elsahli N, Patel J. Applying Digital Technology to Understand Human Experiences of Climate Change Impacts on Food Security and Mental Health: Scoping Review. JMIR Public Health and Surveillance 2024;10:e54064 View
  146. Luo Y, Stice B, Lenz A. Mental health apps for depression: A meta‐analysis. Journal of Counseling & Development 2024 View
  147. Fürtjes S, Al-Assad M, Kische H, Beesdo-Baum K. Mental health apps within the healthcare system: associations with stigma and mental health literacy. Archives of Public Health 2024;82(1) View
  148. Lahutina S, Frankova I, Gruen M, Vermetten E, Zohar J, Spitschan M, Bajbouj M. A digital self-help tool to promote mental well-being for Ukrainians affected by war - Assessing predictors of stress. Neuroscience Applied 2024;3:104089 View
  149. Kwok I, Freedman M, Kamsickas L, Lattie E, Yang D, Moskowitz J. The SoCAP (Social Communication, Affiliation, and Presence) Taxonomy of Social Features: Scoping Review of Commercially Available eHealth Apps. Journal of Medical Internet Research 2024;26:e49714 View
  150. Sarnicka I, Raj-Koziak D, Skarzynski H, Fludra M, Karendys- Łuszcz K, Gos E. TRENDS IN THE ADVANCEMENT OF MOBILE APPLICATIONS FOR THE DIAGNOSIS AND TREATMENT OF TINNITUS: A COMPREHENSIVE REVIEW OF SCIENTIFIC LITERATURE. Journal of Hearing Science 2024;14(2):9 View
  151. Morrish N, Stallard P, Whittle K, Moore E, Rhodes S, Taylor G, Medina-Lara A. Cost-effectiveness of adding a smartphone app (BlueIce) to the mental health care of adolescents who repeatedly self-harm. Psychiatry Research 2024;342:116186 View
  152. CHUA J, CHOOLANI M, CHEE C, YI H, CHAN Y, LALOR J, CHONG Y, SHOREY S. The effectiveness of Parentbot - a digital healthcare assistant - on parenting outcomes: A randomized controlled trial. International Journal of Nursing Studies 2024;160:104906 View
  153. Molodynski A, Mohan R. Recovery from Mental Illness, Challenges, and Solutions from Across the Globe. World Social Psychiatry 2023;5(1):1 View
  154. Khazaal Y. Smartphone Apps for Addictive Disorders. World Social Psychiatry 2023;5(1):55 View
  155. Golsong K, Kaufmann L, Baldofski S, Kohls E, Rummel-Kluge C. Acceptability, User Satisfaction, and Feasibility of an App-Based Support Service During the COVID-19 Pandemic in a Psychiatric Outpatient Setting: Prospective Longitudinal Observational Study. JMIR Formative Research 2024;8:e60461 View
  156. Macrynikola N, Chang S, Torous J. Emotion Regulation Self-Efficacy as a Mechanism of Alliance and Outcomes in a Brief, Transdiagnostic Digital Mental Health Intervention: L'auto-efficacité de la régulation des émotions en tant que mécanisme d'alliance et de résultats dans une brève intervention transdiagnostique numérique en santé mentale. The Canadian Journal of Psychiatry 2024 View
  157. Martínez-García L, Fadrique-Jiménez A, -Galán V, Flors C, Osma J. RegulEm, an unified protocol based-app for the treatment of emotional disorders: a parallel mixed methods usability and quality study. BMC Medical Informatics and Decision Making 2024;24(1) View
  158. Simpson H, Tucker I. Digital atmospheres of mental health apps: A new materialist exploration of the experience of managing mental (ill)health using an app. Emotion, Space and Society 2024;53:101046 View
  159. Steyn S, Chamberlain M. A Self-Guided Smartphone App For The Reduction Of Symptoms Of Depression And Anxiety In Adult South Africans: The Vimbo Pilot. (Preprint). JMIR Formative Research 2023 View
  160. Jagemann I, Stegemann M, von Brachel R, Hirschfeld G. Gender differences in preferences for mental health apps in the general population – a choice-based conjoint analysis from Germany. BMC Psychiatry 2024;24(1) View
  161. Salihu E, Omuya H, Joseph D, Hassan J, Ali A, Chewning B. Acceptability and Scalability of a Meditation App Among Adolescents With Type 1 Diabetes Mellitus. Cureus 2024 View
  162. Recinos M, O'Hara K, Tiwari A, Whitaker D, Wekerle C, Self-Brown S. The use of technology and mobile health apps in child maltreatment interventions: Perspectives of TF-CBT therapists and SafeCare providers. Child Protection and Practice 2024;3:100075 View
  163. Güler K, Uzun S, Emirza E. Effects of Web-Based Psychotherapeutic Interventions on Depression in Mood Disorders: A Meta-Analysis Study. Journal of Psychosocial Nursing and Mental Health Services 2024:1 View
  164. Güler K, Uzun S, Emirza E. The effectiveness of telemedicine applications in mental health services: a meta-analysis study. Irish Journal of Medical Science (1971 -) 2024 View
  165. Fürtjes S, Gebel E, Kische H, Beesdo-Baum K. Characteristic of mental health app usage: a cross-sectional survey in the general population. BMC Public Health 2024;24(1) View
  166. Lee Yoon Li M, Lee Si Min S, Sündermann O. Efficacy of the mHealth App Intellect in Improving Subclinical Obsessive-Compulsive Disorder in University Students: Randomized Controlled Trial With a 4-Week Follow-Up. JMIR mHealth and uHealth 2024;12:e63316 View
  167. Boege S, Milne-Ives M, Ananthakrishnan A, Cong C, Sharma A, Anderson D, Meinert E. Mental Health Monitoring for Young People Through Mood Apps: Protocol for a Scoping Review and Systematic Search in App Stores. JMIR Research Protocols 2024;13:e56400 View
  168. Potvin S, Stip E. Les synchronicités historiques de la Chaire Eli Lilly Canada de recherche en schizophrénie. Santé mentale au Québec 2024;49(2):271 View
  169. Khazaal Y, Vera Cruz G. Le bien-être numérique, un enjeu de santé mentale technologique : la place du téléphone intelligent. Santé mentale au Québec 2024;49(2):127 View
  170. Priyam Jyoti Das , Pdiangmon Kyndait , Sungjemrenla I Jamir , Dhiraj Baishya , Juganta Kumar Kalita , Lobsang Tenzing Komu . The Role of Technology in Mental Health: Evaluating Digital Interventions for Psychological Well-being. International Journal of Scientific Research in Science and Technology 2024;11(6):366 View
  171. AlSakarneh N, Kakeesh D, Al-Marazeeq K, Banysaed A, Gammoh O. Severe depression association with the addiction to fast food and smartphones in Jordanians: a cross-sectional study. Discover Food 2024;4(1) View
  172. Butler M, McArthur E. mHealth for Women with Pregnancies with Fetal Anomalies. MCN: The American Journal of Maternal/Child Nursing 2025;50(1):39 View
  173. Katsaliaki K, Kumar S, Galetsi⁠ P. Patient and societal indicators for mHealth apps’ evaluation using Health Technology Assessment framework. Technovation 2025;140:103143 View
  174. Moretti F, Victorino C, Arouca L, Dias C, Bozza F, Fischer R. Exploring Content Preferences and Digital Mental Health Service Needs Among Socially Vulnerable Communities. Journal of Technology in Behavioral Science 2024 View
  175. Mas A, Clougher D, Anmella G, Valenzuela-Pascual C, De Prisco M, Oliva V, Fico G, Grande I, Morilla I, Segú X, Primé-Tous M, Ruíz V, Also M, Murgui S, Sant E, Sans-Corrales M, Fullana M, Sisó-Almirall A, Radua J, Blanch J, Cavero M, Vieta E, Hidalgo-Mazzei D. Trends and associated factors of mental health diagnoses in Catalan Primary Care (2010–2019). European Psychiatry 2024;67(1) View
  176. Daly K, Diaz-Gutierrez K, Beheshtian A, Heyman R, Smith Slep A, Wolff M, Ayatollahi H. Afraid of the dentist? There’s an app for that: Development and usability testing of a cognitive behavior therapy-based mobile app. PLOS Digital Health 2024;3(12):e0000690 View
  177. Metaxa A, Liverpool S, Eisenstadt A, Pollard J, Carlsson C. Improving mental health and wellbeing through the Paradym app: Quantitative evaluation of real-world data (Preprint). JMIR Formative Research 2024 View

Books/Policy Documents

  1. Cerra Z, Apicella M. Smartphone Apps for Health and Wellness. View
  2. Kumar A, Singh A, Choi B. Intelligent Human Computer Interaction. View
  3. Simões de Almeida R. Digital Therapies in Psychosocial Rehabilitation and Mental Health. View
  4. Lira D, Martínez V. Prevention and Early Treatment of Depression Through the Life Course. View
  5. Heber E, Lehr D, Ebert D, Fraunhofer L, Großmann I. Digitale Gesundheitsinterventionen. View
  6. Weisel K, Baumeister H, Ebert D. Digitale Gesundheitsinterventionen. View
  7. Graziani P, Romo L. Soigner les Addictions par les TCC. View
  8. Taquet P, Gomet R, Lemercier-Dugarin M, Nègre F. Les Addictions. View
  9. Chan G, Alslaity A, Wilson R, Rajeshsingh P, Orji R. Intelligent Systems and Applications. View
  10. Pimpalkar A, Gandhewar N, Shelke N, Somkunwar R, Raymond V. Intelligent Solutions for Cognitive Disorders. View
  11. Jesto S, Kunnumpurath B. Digital Technology in Public Health and Rehabilitation Care. View
  12. Gupta S, Vashist N, Pal P, Sharma S. Proceedings of the Second Congress on Control, Robotics, and Mechatronics. View
  13. Eisenstadt M. Integrated Science for Sustainable Development Goal 3. View