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Therapeutic Activities as a Link between Program Usage and Clinical Outcomes in Digital Mental Health Interventions: a Proposed Research Framework
16 references·9 citing·46 second hop
Therapeutic Activities as a Link between Program Usage and Clinical Outcomes in Digital Mental Health Interventions: a Proposed Research Framework (2022)Therapeutic Activities as a Link between …Objective User Engagement With Mental Health Apps: Systematic Search and Panel-Based Usage Analysis (2019)Objective User Engagement Wit…Is there a trial bias impacting user engagement with unguided e-mental health interventions? A systematic comparison of published reports and real-world usage of the same programs (2019)Is there a trial bias impacti…Evaluation of the Effectiveness of a Musical Cognitive Restructuring App for Black Inner-City Girls: Survey, Usage, and Focus Group Evaluation (2019)Evaluation of the Effectivene…Clinically Meaningful Use of Mental Health Apps and its Effects on Depression: Mixed Methods Study (2019)Clinically Meaningful Use of …Beyond the Trial: Systematic Review of Real-World Uptake and Engagement With Digital Self-Help Interventions for Depression, Low Mood, or Anxiety (2018)Beyond the Trial: Systematic …A Framework for Analyzing and Measuring Usage and Engagement Data (AMUsED) in Digital Interventions: Viewpoint (2018)A Framework for Analyzing and…Mindfulness mediates the physiological markers of stress: Systematic review and meta-analysis (2017)Mindfulness mediates the phys…Understanding and Promoting Effective Engagement With Digital Behavior Change Interventions (2016)Understanding and Promoting E…Conceptualising engagement with digital behaviour change interventions: a systematic review using principles from critical interpretive synthesis (2016)Conceptualising engagement wi…Behavioral Intervention Technologies: Evidence review and recommendations for future research in mental health (2013)Behavioral Intervention Techn…Adherence in Internet Interventions for Anxiety and Depression (2009)Adherence in Internet Interve…A Behavior Change Model for Internet Interventions (2009)A Behavior Change Model for I…From Theory to Intervention: Mapping Theoretically Derived Behavioural Determinants to Behaviour Change Techniques (2008)From Theory to Intervention: …A taxonomy of behavior change techniques used in interventions. (2008)A taxonomy of behavior change…Evaluation of physical activity web sites for use of behavior change theories (2003)Evaluation of physical activi…Contemporary behavioral activation treatments for depression: Procedures, principles, and progress (2003)Contemporary behavioral activ…Efficacy of a Conversational AI Agent for Psychiatric Symptoms and Digital Therapeutic Alliance (2026)Efficacy of a Conversational …Sustained engagement with a digital youth mental health platform: A mixed-methods study (2025)Sustained engagement with a d…Insights from fifteen years of real-world development, testing and implementation of youth digital mental health interventions (2025)Insights from fifteen years o…Evaluating the Reach, Usage, Human Support Needs, and Clinical Outcomes of Digital Parent Training for Child Oppositional Defiant Disorder Before and During Wartime: Longitudinal Study (2025)Evaluating the Reach, Usage, …Does human support add value to persuasive design-based digital mental health interventions? A propensity score matching study of a digital parenting program (2025)Does human support add value …Skill enactment and knowledge acquisition among community users of digital mental health interventions: qualitative study with thematic analysis (2024)Skill enactment and knowledge…Skill Enactment Among University Students Using a Brief Video-Based Mental Health Intervention: Mixed Methods Study Within a Randomized Controlled Trial (2024)Skill Enactment Among Univers…Naturalistic use of a digital mental health intervention for depression and anxiety: A randomized clinical trial (2024)Naturalistic use of a digital…Protocol for a randomised controlled trial evaluating the effectiveness of a CBT-based smartphone application for improving mental health outcomes in adolescents: the MobiliseMe study (2022)Protocol for a randomised con…Internet-Based and Other Computerized Psychological Treatments for Adult Depression: A Meta-Analysis (2009)A Systematic Review of the Impact of Adherence on the Effectiveness of e-Therapies (2011)Engagement in Behavioral Parent Training: Review of the Literature and Implications for Practice (2016)Accelerating Digital Mental Health Research From Early Design and Creation to Successful Implementation and Sustainment (2017)Engaging Children and Young People in Digital Mental Health Interventions: Systematic Review of Modes of Delivery, Facilitators, and Barriers (2020)The Measurement of Observer Agreement for Categorical Data (1977)The theory of planned behavior (1991)Self-Efficacy: The Exercise of Control (1999)Effective techniques in healthy eating and physical activity interventions: A meta-regression. (2009)The Behavior Change Technique Taxonomy (v1) of 93 Hierarchically Clustered Techniques: Building an International Consensus for the Reporting of Behavior Change Interventions (2013)A Cognitive-Behavioral Conceptualization of Complicated Grief. 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(2000)Using the Internet to Promote Health Behavior Change: A Systematic Review and Meta-analysis of the Impact of Theoretical Basis, Use of Behavior Change Techniques, and Mode of Delivery on Efficacy (2010)Developing and Evaluating Digital Interventions to Promote Behavior Change in Health and Health Care: Recommendations Resulting From an International Workshop (2017)Systematic review and meta-analysis (2019)The Handbook of Behavior Change (2020)Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement (2009)Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement (2009)Preferred reporting items for systematic reviews and meta-analyses: the PRISMA Statement. (2009)Effect of Engagement With Digital Interventions on Mental Health Outcomes: A Systematic Review and Meta-Analysis (2021)Computer Therapy for the Anxiety and Depressive Disorders Is Effective, Acceptable and Practical Health Care: A Meta-Analysis (2010)Computer-based psychological treatments for depression: A systematic review and meta-analysis (2012)Dropout rates in clinical trials of smartphone apps for depressive symptoms: A systematic review and meta-analysis (2019)The Lancet Psychiatry Commission: a blueprint for protecting physical health in people with mental illness (2019)Examining the impacts of the COVID-19 pandemic on family mental health in Canada: findings from a national cross-sectional study (2021)Using thematic analysis in psychology (2006)Self‐Regulation, Ego Depletion, and Motivation (2007)Digital Mental Health and COVID-19: Using Technology Today to Accelerate the Curve on Access and Quality Tomorrow (2020)Are interventions theory-based? 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References

  • 2008A taxonomy of behavior change techniques used in interventions.2,524 cited
  • 2008From Theory to Intervention: Mapping Theoretically Derived Behavioural Determinants to Behaviour Change Techniques1,789 cited
  • 2016Conceptualising engagement with digital behaviour change interventions: a systematic review using principles from critical interpretive synthesis1,200 cited
  • 2009Adherence in Internet Interventions for Anxiety and Depression1,133 cited
  • 2016Understanding and Promoting Effective Engagement With Digital Behavior Change Interventions1,112 cited
  • 2019Objective User Engagement With Mental Health Apps: Systematic Search and Panel-Based Usage Analysis956 cited
  • 2013Behavioral Intervention Technologies: Evidence review and recommendations for future research in mental health692 cited
  • 2018Beyond the Trial: Systematic Review of Real-World Uptake and Engagement With Digital Self-Help Interventions for Depression, Low Mood, or Anxiety666 cited
  • 2003Contemporary behavioral activation treatments for depression: Procedures, principles, and progress634 cited
  • 2009A Behavior Change Model for Internet Interventions591 cited
  • 2017Mindfulness mediates the physiological markers of stress: Systematic review and meta-analysis579 cited
  • 2019Is there a trial bias impacting user engagement with unguided e-mental health interventions? A systematic comparison of published reports and real-world usage of the same programs142 cited
  • 2003Evaluation of physical activity web sites for use of behavior change theories

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96 cited
  • 2019Clinically Meaningful Use of Mental Health Apps and its Effects on Depression: Mixed Methods Study91 cited
  • 2018A Framework for Analyzing and Measuring Usage and Engagement Data (AMUsED) in Digital Interventions: Viewpoint68 cited
  • 2019Evaluation of the Effectiveness of a Musical Cognitive Restructuring App for Black Inner-City Girls: Survey, Usage, and Focus Group Evaluation31 cited
  • Cited by

    • 2026Efficacy of a Conversational AI Agent for Psychiatric Symptoms and Digital Therapeutic Alliance19 cited
    • 2025Insights from fifteen years of real-world development, testing and implementation of youth digital mental health interventions11 cited
    • 2024Naturalistic use of a digital mental health intervention for depression and anxiety: A randomized clinical trial8 cited
    • 2025Sustained engagement with a digital youth mental health platform: A mixed-methods study5 cited
    • 2024Skill enactment and knowledge acquisition among community users of digital mental health interventions: qualitative study with thematic analysis4 cited
    • 2022Protocol for a randomised controlled trial evaluating the effectiveness of a CBT-based smartphone application for improving mental health outcomes in adolescents: the MobiliseMe study4 cited
    • 2024Skill Enactment Among University Students Using a Brief Video-Based Mental Health Intervention: Mixed Methods Study Within a Randomized Controlled Trial1 cited
    • 2025Does human support add value to persuasive design-based digital mental health interventions? A propensity score matching study of a digital parenting program1 cited
    • 2025Evaluating the Reach, Usage, Human Support Needs, and Clinical Outcomes of Digital Parent Training for Child Oppositional Defiant Disorder Before and During Wartime: Longitudinal Study1 cited