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The Longevity of Mental Health Apps: A Survival Analysis of the Largest Mental Health App Database
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The Longevity of Mental Health Apps: A Survival Analysis of the Largest Mental Health App Database (2026)The Longevity of Mental Health Apps: A Su…Unregulated emotional risks of AI wellness apps (2025)Unregulated emotional risks o…Transdiagnostic-focused apps for depression and anxiety: a meta-analysis (2025)Transdiagnostic-focused apps …The evolving field of digital mental health: current evidence and implementation issues for smartphone apps, generative artificial intelligence, and virtual reality (2025)The evolving field of digital…FDA-authorized software as a medical device in mental health: a perspective on evidence, device lineage, and regulatory challenges (2025)FDA-authorized software as a …Exploring the Impact of Digital Peer Support Services on Meeting Unmet Needs Within an Employee Assistance Program: Retrospective Cohort Study (2025)Exploring the Impact of Digit…A Paradigm Shift in Progress: Generative AI’s Evolving Role in Mental Health Care (2025)A Paradigm Shift in Progress:…The need for a new generation of digital mental health tools to support more accessible, effective and equitable care (2023)The need for a new generation…The Impact of a Gamified Mobile Mental Health App (eQuoo) on Resilience and Mental Health in a Student Population: Large-Scale Randomized Controlled Trial (2023)The Impact of a Gamified Mobi…Assessing the Dynamics of the Mental Health Apple and Android App Marketplaces (2023)Assessing the Dynamics of the…Assessment of Mental Health Services Available Through Smartphone Apps (2022)Assessment of Mental Health S…The growing field of digital psychiatry: current evidence and the future of apps, social media, chatbots, and virtual reality (2021)The growing field of digital …Implementation strategies for digital mental health interventions in health care settings. (2020)Implementation strategies for…Examining the Reach of Smartphone Apps for Depression and Anxiety (2020)Examining the Reach of Smartp…Needed Innovation in Digital Health and Smartphone Applications for Mental Health (2017)Needed Innovation in Digital …Quantifying App Store Dynamics: Longitudinal Tracking of Mental Health Apps (2016)Quantifying App Store Dynamic…mHealth for mental health: Integrating smartphone technology in behavioral healthcare. (2011)mHealth for mental health: In…Smartphones for Smarter Delivery of Mental Health Programs: A Systematic Review (2013)Finding a Depression App: A Review and Content Analysis of the Depression App Marketplace (2015)Mobile Apps for Bipolar Disorder: A Systematic Review of Features and Content Quality (2015)Mobile Mindfulness Meditation: a Randomised Controlled Trial of the Effect of Two Popular Apps on Mental Health (2018)Assessment of the Data Sharing and Privacy Practices of Smartphone Apps for Depression and Smoking Cessation (2019)Smartphones in mental health: a critical review of background issues, current status and future concerns (2020)The Structure of Scientific Revolutions (1963)User Engagement in Mental Health Apps: A Review of Measurement, Reporting, and Validity (2019)Insights from user reviews to improve mental health apps (2020)Rebooting Psychotherapy Research and Practice to Reduce the Burden of Mental Illness (2011)The efficacy of smartphone‐based mental health interventions for depressive symptoms: a meta‐analysis of randomized controlled trials (2017)The impact of digital technology on psychological treatments and their dissemination (2017)Screen Time, Social Media Use, and Adolescent Development (2020)Commonly Reported Problems and Coping Strategies During the COVID-19 Crisis: A Survey of Graduate and Professional Students (2021)Efficacy and Conflicts of Interest in Randomized Controlled Trials Evaluating Headspace and Calm Apps: Systematic Review (2022)“Ethical Principles of Psychologists and Code of Conduct” (2000)Computer-based psychological treatments for depression: A systematic review and meta-analysis (2012)Internet-based vs. face-to-face cognitive behavior therapy for psychiatric and somatic disorders: an updated systematic review and meta-analysis (2017)The Engagement Problem: a Review of Engagement with Digital Mental Health Interventions and Recommendations for a Path Forward (2023)“It happened to be the perfect thing”: experiences of generative AI chatbots for mental health (2024)The Lancet Psychiatry Commission on youth mental health (2024)Interrater reliability: the kappa statistic (2012)Digital Mental Health and COVID-19: Using Technology Today to Accelerate the Curve on Access and Quality Tomorrow (2020)Mobile phone-based interventions for mental health: A systematic meta-review of 14 meta-analyses of randomized controlled trials (2022)The efficacy of mindfulness apps on symptoms of depression and anxiety: An updated meta-analysis of randomized controlled trials (2023)Hybrid care in mental health: a framework for understanding care, research, and future opportunities (2024)The Digital Navigator: Standardizing Human Technology Support in App-Integrated Clinical Care (2024)Use of Digital Mental Health for Marginalized and Underserved Populations (2019)Psychiatric diagnosis and treatment in the 21st century: paradigm shifts versus incremental integration (2022)Digital Navigator Training to Increase Access to Mental Health Care in Community-Based Organizations (2024)Digital Health Interventions for Depression and Anxiety in Low- and Middle-Income Countries: Rapid Scoping Review (2025)Post‐traumatic stress disorder: evolving conceptualization and evidence, and future research directions (2025)A Brief Measure for Assessing Generalized Anxiety Disorder (2006)From game design elements to gamefulness (2011)Power failure: why small sample size undermines the reliability of neuroscience (2013)Gamified Health Promotion in Schools: The Integration of Neuropsychological Aspects and CBT—A Systematic Review (2024)Health-Promoting Effects and Everyday Experiences With a Mental Health App Using Ecological Momentary Assessments and AI-Based Ecological Momentary Interventions Among Young People: Qualitative Interview and Focus Group Study (2025)Personalization variables in digital mental health interventions for depression and anxiety in adolescents and youth: a scoping review (2025)Objective User Engagement With Mental Health Apps: Systematic Search and Panel-Based Usage Analysis (2019)Barriers to and Facilitators of User Engagement With Digital Mental Health Interventions: Systematic Review (2021)Artificial intelligence for mental health: A narrative review of applications, challenges, and future directions in digital health (2025)Efficacy of a Conversational AI Agent for Psychiatric Symptoms and Digital Therapeutic Alliance (2026)Ambulatory Assessment (2012)mHealth: A Mechanism to Deliver More Accessible, More Effective Mental Health Care (2013)Feasibility, Acceptability, and Preliminary Efficacy of a Smartphone Intervention for Schizophrenia (2014)Systematic review and meta-analysis of AI-based conversational agents for promoting mental health and well-being (2023)Towards a youth mental health paradigm: a perspective and roadmap (2023)
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References

  • 2021The growing field of digital psychiatry: current evidence and the future of apps, social media, chatbots, and virtual reality1,192 cited
  • 2011mHealth for mental health: Integrating smartphone technology in behavioral healthcare.809 cited
  • 2017Needed Innovation in Digital Health and Smartphone Applications for Mental Health361 cited
  • 2025The evolving field of digital mental health: current evidence and implementation issues for smartphone apps, generative artificial intelligence, and virtual reality318 cited
  • 2020Implementation strategies for digital mental health interventions in health care settings.235 cited
  • 2016Quantifying App Store Dynamics: Longitudinal Tracking of Mental Health Apps176 cited
  • 2022Assessment of Mental Health Services Available Through Smartphone Apps106 cited
  • 2020Examining the Reach of Smartphone Apps for Depression and Anxiety87 cited
  • 2023The need for a new generation of digital mental health tools to support more accessible, effective and equitable care64 cited
  • 2023The Impact of a Gamified Mobile Mental Health App (eQuoo) on Resilience and Mental Health in a Student Population: Large-Scale Randomized Controlled Trial43 cited
  • 2025Unregulated emotional risks of AI wellness apps27 cited
  • 2025Transdiagnostic-focused apps for depression and anxiety: a meta-analysis18 cited
  • 2023Assessing the Dynamics of the Mental Health Apple and Android App Marketplaces18 cited

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  • 2025Exploring the Impact of Digital Peer Support Services on Meeting Unmet Needs Within an Employee Assistance Program: Retrospective Cohort Study14 cited
  • 2025A Paradigm Shift in Progress: Generative AI’s Evolving Role in Mental Health Care13 cited
  • 2025FDA-authorized software as a medical device in mental health: a perspective on evidence, device lineage, and regulatory challenges10 cited
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