SZodixStudyAcademic Library
ShelvesOpen access
Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated
Digital therapeutics for mental health: Is attrition the Achilles heel?
4 references·16 citing·55 second hop
Digital therapeutics for mental health: Is attrition the Achilles heel? (2022)Digital therapeutics for mental health: I…Android and iPhone Mobile Apps for Psychosocial Wellness and Stress Management: Systematic Search in App Stores and Literature Review (2020)Android and iPhone Mobile App…A Machine Learning Approach to Understanding Patterns of Engagement With Internet-Delivered Mental Health Interventions (2020)A Machine Learning Approach t…Objective User Engagement With Mental Health Apps: Systematic Search and Panel-Based Usage Analysis (2019)Objective User Engagement Wit…Dropout rates in clinical trials of smartphone apps for depressive symptoms: A systematic review and meta-analysis (2019)Dropout rates in clinical tri…Engagement and attrition in digital mental health: current challenges and potential solutions (2025)Engagement and attrition in d…User engagement, attitudes, and the effectiveness of chatbots as a mental health intervention: A systematic review (2024)User engagement, attitudes, a…The Digital Navigator: Standardizing Human Technology Support in App-Integrated Clinical Care (2024)The Digital Navigator: Standa…Interdisciplinary perspectives on digital technologies for global mental health (2024)Interdisciplinary perspective…Integrated Digital Mental Health Care: A Vision for Addressing Population Mental Health Needs (2024)Integrated Digital Mental Hea…Digital Mental Health for Schizophrenia and Other Severe Mental Illnesses: An International Consensus on Current Challenges and Potential Solutions (2024)Digital Mental Health for Sch…User engagement in a randomised controlled trial for a digital health intervention for early psychosis (Actissist 2.0 trial) (2023)User engagement in a randomis…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…The Digital Clinic: An Innovative Mental Health Care Delivery Model Utilizing Hybrid Synchronous and Asynchronous Treatment (2023)The Digital Clinic: An Innova…Specifying the Efficacy of Digital Therapeutic Tools for Depression and Anxiety: Retrospective, 2-Cohort, Real-World Analysis (2023)Specifying the Efficacy of Di…Exploring how informed mental health app selection may impact user engagement and satisfaction (2023)Exploring how informed mental…Digital mental health care: five lessons from Act 1 and a preview of Acts 2–5 (2023)Digital mental health care: f…Digital cognitive behavioral therapy for insomnia on depression and anxiety: a systematic review and meta-analysis (2023)Digital cognitive behavioral …Assessing Patient Adherence to and Engagement With Digital Interventions for Depression in Clinical Trials: Systematic Literature Review (2023)Assessing Patient Adherence t…An exploratory analysis of the effect size of the mobile mental health Application, mindLAMP (2023)An exploratory analysis of th…Smartphone app engagement and clinical outcomes in a hybrid clinic (2022)Smartphone app engagement and…Using thematic analysis in psychology (2006)Self‐Regulation, Ego Depletion, and Motivation (2007)Adherence in Internet Interventions for Anxiety and Depression (2009)Digital Mental Health and COVID-19: Using Technology Today to Accelerate the Curve on Access and Quality Tomorrow (2020)Examining the impacts of the COVID-19 pandemic on family mental health in Canada: findings from a national cross-sectional study (2021)Trim and Fill: A Simple Funnel‐Plot–Based Method of Testing and Adjusting for Publication Bias in Meta‐Analysis (2000)Delivering Cognitive Behavior Therapy to Young Adults With Symptoms of Depression and Anxiety Using a Fully Automated Conversational Agent (Woebot): A Randomized Controlled Trial (2017)The efficacy of smartphone‐based mental health interventions for depressive symptoms: a meta‐analysis of randomized controlled trials (2017)Gamification as an approach to improve resilience and reduce attrition in mobile mental health interventions: A randomized controlled trial (2020)Digital interventions for the treatment of depression: A meta-analytic review. (2021)Current evidence on the efficacy of mental health smartphone apps for symptoms of depression and anxiety. A meta‐analysis of 176 randomized controlled trials (2024)Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement (2009)The Cochrane Collaboration's tool for assessing risk of bias in randomised trials (2011)Preferred reporting items for systematic review and meta-analysis protocols (PRISMA-P) 2015 statement (2015)“I Hate This”: A Qualitative Analysis of Adolescents' Self-Reported Challenges During the COVID-19 Pandemic (2020)Potential and Pitfalls of Mobile Mental Health Apps in Traditional Treatment: An Umbrella Review (2022)Digital interventions in mental health: An overview and future perspectives (2025)The PHQ-9 (2001)Validation and Standardization of the Generalized Anxiety Disorder Screener (GAD-7) in the General Population (2008)Global burden of disease attributable to mental and substance use disorders: findings from the Global Burden of Disease Study 2010 (2013)Smartphones and the Neuroscience of Mental Health (2021)How to e-mental health: a guideline for researchers and practitioners using digital technology in the context of mental health (2023)Diagnostic and Statistical Manual of Mental Disorders (2013)RoB 2: a revised tool for assessing risk of bias in randomised trials (2019)The PRISMA 2020 statement: an updated guideline for reporting systematic reviews (2021)Facilitating Thought Progression to Reduce Depressive Symptoms: Randomized Controlled Trial (2024)Understanding patient perspectives on digital therapeutics and its platform for insomnia: insights from focused group interviews (2024)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)Effectiveness of evidence based mental health apps on user health outcome: A systematic literature review (2025)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)Epidemiology of Adult DSM-5 Major Depressive Disorder and Its Specifiers in the United States (2018)Prevalence of Depression Symptoms in US Adults Before and During the COVID-19 Pandemic (2020)Global, regional, and national burden of 12 mental disorders in 204 countries and territories, 1990–2019: a systematic analysis for the Global Burden of Disease Study 2019 (2022)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 (2025)Digital Mental Health Interventions for University Students With Mental Health Difficulties: A Systematic Review and Meta‐Analysis (2025)Epistemic Injustice (2007)Multidisciplinary research priorities for the COVID-19 pandemic: a call for action for mental health science (2020)PRISMA 2020 explanation and elaboration: updated guidance and exemplars for reporting systematic reviews (2021)Digital Interventions for the Rehabilitation of First-Episode Psychosis: An Integrated Perspective (2025)Digital Therapeutics for People with Schizophrenia Spectrum Disorders: A Systematic Literature Review of Their Effect on Symptoms and Functioning (2025)Students’ perceptions of AI mental health chatbots: an exploratory qualitative study at Sultan Qaboos University (2025)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology (1989)Can Generative AI Chatbots Emulate Human Connection? A Relationship Science Perspective (2025)Symmetric Therapeutic Frameworks and Ethical Dimensions in AI-Based Mental Health Chatbots (2020–2025): A Systematic Review of Design Patterns, Cultural Balance, and Structural Symmetry (2025)Who Wants to Have an AI Therapist? Acceptance of Using Artificial Intelligence for Mental Health Interventions Among Clinicians, Patients and the General Community (2026)CONSORT-EHEALTH: Improving and Standardizing Evaluation Reports of Web-based and Mobile Health Interventions (2011)Understanding and Promoting Effective Engagement With Digital Behavior Change Interventions (2016)Barriers to and Facilitators of User Engagement With Digital Mental Health Interventions: Systematic Review (2021)Beyond counting clicks: rethinking engagement in digital mental health (2025)Uptake, Adherence, and Attrition in Clinical Trials of Depression and Anxiety Apps (2025)Digital Therapies for Substance Use Disorders: Recent Advances and Engagement Strategies (2026)
this work references cited by second hop

References

  • 2019Objective User Engagement With Mental Health Apps: Systematic Search and Panel-Based Usage Analysis956 cited
  • 2019Dropout rates in clinical trials of smartphone apps for depressive symptoms: A systematic review and meta-analysis546 cited
  • 2020Android and iPhone Mobile Apps for Psychosocial Wellness and Stress Management: Systematic Search in App Stores and Literature Review174 cited
  • 2020A Machine Learning Approach to Understanding Patterns of Engagement With Internet-Delivered Mental Health Interventions110 cited

Cited by

  • 2023Assessing Patient Adherence to and Engagement With Digital Interventions for Depression in Clinical Trials: Systematic Literature Review96 cited
  • 2023Digital cognitive behavioral therapy for insomnia on depression and anxiety: a systematic review and meta-analysis89 cited
  • 2025Engagement and attrition in digital mental health: current challenges and potential solutions70 cited
  • 2024User engagement, attitudes, and the effectiveness of chatbots as a mental health intervention: A systematic review63 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
  • 2024Digital Mental Health for Schizophrenia and Other Severe Mental Illnesses: An International Consensus on Current Challenges and Potential Solutions40 cited
  • 2024The Digital Navigator: Standardizing Human Technology Support in App-Integrated Clinical Care38 cited
  • 2023Digital mental health care: five lessons from Act 1 and a preview of Acts 2–5

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

35 cited
  • 2024Interdisciplinary perspectives on digital technologies for global mental health30 cited
  • 2023The Digital Clinic: An Innovative Mental Health Care Delivery Model Utilizing Hybrid Synchronous and Asynchronous Treatment30 cited
  • 2024Integrated Digital Mental Health Care: A Vision for Addressing Population Mental Health Needs28 cited
  • 2023Exploring how informed mental health app selection may impact user engagement and satisfaction25 cited
  • 2022Smartphone app engagement and clinical outcomes in a hybrid clinic21 cited
  • 2023An exploratory analysis of the effect size of the mobile mental health Application, mindLAMP21 cited
  • 2023Specifying the Efficacy of Digital Therapeutic Tools for Depression and Anxiety: Retrospective, 2-Cohort, Real-World Analysis18 cited
  • 2023User engagement in a randomised controlled trial for a digital health intervention for early psychosis (Actissist 2.0 trial)15 cited