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A Personalized Conversational Agent to Treat Depression in Youth and Young Adults – A Transdisciplinary Design Science Research Project
16 references·4 citing·53 second hopsampled
A Personalized Conversational Agent to Treat Depression in Youth and Young Adults – A Transdisciplinary Design Science Research Project (2022)A Personalized Conversational Agent to Tr…Designing Personality-Adaptive Conversational Agents for Mental Health Care (2022)Designing Personality-Adaptiv…Characteristics, potentials, and challenges of transdisciplinary research (2022)Characteristics, potentials, …When the Social Becomes Non-Human: Young People's Perception of Social Support in Chatbots (2021)When the Social Becomes Non-H…Mental health apps for adolescents and young adults: A systematic review of randomised controlled trials (2021)Mental health apps for adoles…Evidence of Human-Level Bonds Established With a Digital Conversational Agent: Cross-sectional, Retrospective Observational Study (2021)Evidence of Human-Level Bonds…Changes to the Psychiatric Chatbot Landscape: A Systematic Review of Conversational Agents in Serious Mental Illness: Changements du paysage psychiatrique des chatbots: une revue systématique des agents conversationnels dans la maladie mentale sérieuse (2020)Changes to the Psychiatric Ch…Effectiveness of CBT for children and adolescents with depression: A systematic review and meta-regression analysis (2019)Effectiveness of CBT for chil…The Role of Common Factors in Psychotherapy Outcomes (2018)The Role of Common Factors in…An Empathy-Driven, Conversational Artificial Intelligence Agent (Wysa) for Digital Mental Well-Being: Real-World Data Evaluation Mixed-Methods Study (2018)An Empathy-Driven, Conversati…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)Delivering Cognitive Behavior…FEDS: a Framework for Evaluation in Design Science Research (2014)FEDS: a Framework for Evaluat…Depression in adolescence (2012)Depression in adolescencePerceived barriers and facilitators to mental health help-seeking in young people: a systematic review (2010)Perceived barriers and facili…On theory development in design science research: anatomy of a research project (2008)On theory development in desi…Is there an epidemic of child or adolescent depression? (2006)Is there an epidemic of child…Design science in information systems research (2006)Design science in information…A Scoping Review of Conversational Agents in Adolescence (2026)A Scoping Review of Conversat…Recommendations for Mental Health Chatbot Conversations: An Integrative Review (2025)Recommendations for Mental He…Chatbot-delivered structured psychological intervention (SPI-Bot) for teenagers with adolescent idiopathic scoliosis in Hong Kong: protocol for a pilot randomised controlled trial (2025)Chatbot-delivered structured …Exploring the Role of Mobile Apps for Insomnia in Depression: Systematic Review (2024)Exploring the Role of Mobile …Social Theory and Social Structure (1958)The Framing of Decisions and the Psychology of Choice (1981)Design Science in Information Systems Research1 (2004)A Framework for Theory Development in Design Science Research: Multiple Perspectives (2012)Genres of Inquiry in Design-Science Research: Justification and Evaluation of Knowledge Production1 (2015)Design Science Research Contributions: Finding a Balance between Artifact and Theory (2018)Information Systems Success: The Quest for the Dependent Variable (1992)Design science in information systems research (2004)A Taxonomy of Evaluation Methods for Information Systems Artifacts (2015)Designing Transparency for Effective Human-AI Collaboration (2022)Prevalence, Severity, and Comorbidity of 12-Month DSM-IV Disorders in the National Comorbidity Survey Replication (2005)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. 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(2016)Emotion Regulation Strategies in Depressive and Anxiety Symptoms in Youth: A Meta-Analytic Review (2016)Time for united action on depression: a Lancet–World Psychiatric Association Commission (2022)Development of depression from preadolescence to young adulthood: Emerging gender differences in a 10-year longitudinal study. (1998)Meta-analysis of Observational Studies in Epidemiology A Proposal for Reporting (2000)Violence and risk of PTSD, major depression, substance abuse/dependence, and comorbidity: Results from the National Survey of Adolescents. (2003)Positive education: positive psychology and classroom interventions (2009)Does low self-esteem predict depression and anxiety? A meta-analysis of longitudinal studies. (2012)Global prevalence of depression and elevated depressive symptoms among adolescents: A systematic review and meta‐analysis (2021)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)The PHQ-9 (2001)Using thematic analysis in psychology (2006)Chatbots and Conversational Agents in Mental Health: A Review of the Psychiatric Landscape (2019)Your Robot Therapist Will See You Now: Ethical Implications of Embodied Artificial Intelligence in Psychiatry, Psychology, and Psychotherapy (2019)Comparing effect sizes in follow-up studies: ROC Area, Cohen's d, and r. (2005)An overview of the features of chatbots in mental health: A scoping review (2019)Systematic review and meta-analysis of AI-based conversational agents for promoting mental health and well-being (2023)Bergin and Garfield's Handbook of Psychotherapy and Behavior Change (2003)Measuring inconsistency in meta-analyses (2003)The Cochrane Collaboration's tool for assessing risk of bias in randomised trials (2011)Future Directions in Single-Session Youth Mental Health Interventions (2019)Long-term Outcomes of Cognitive Behavioral Therapy for Anxiety-Related Disorders (2019)Transdiagnostic approaches to mental health problems: Current status and future directions. (2020)How should meta‐regression analyses be undertaken and interpreted? (2002)Cochrane Handbook for Systematic Reviews of Interventions (2008)Impact of School-Based Interventions for Building School Belonging in Adolescence: a Systematic Review (2021)Depression and Suicidal Behavior in Adolescents (2022)Meta-analysis of the relationship between bullying and depressive symptoms in children and adolescents (2023)The Structure of Scientific Revolutions (1963)Dilemmas in a general theory of planning (1973)Institutional Ecology, `Translations' and Boundary Objects: Amateurs and Professionals in Berkeley's Museum of Vertebrate Zoology, 1907-39 (1989)Shaping healthy and sustainable food systems with behavioural food policy (2021)Exploring the practice of Labs for sustainable transformation: The challenge of ‘creating impact’ (2023)Time to strengthen the governance of new contaminants in the environment (2025)
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References

  • 2010Perceived barriers and facilitators to mental health help-seeking in young people: a systematic review3,283 cited
  • 2017Delivering Cognitive Behavior Therapy to Young Adults With Symptoms of Depression and Anxiety Using a Fully Automated Conversational Agent (Woebot): A Randomized Controlled Trial2,713 cited
  • 2012Depression in adolescence2,360 cited
  • 2014FEDS: a Framework for Evaluation in Design Science Research1,080 cited
  • 2018An Empathy-Driven, Conversational Artificial Intelligence Agent (Wysa) for Digital Mental Well-Being: Real-World Data Evaluation Mixed-Methods Study1,061 cited
  • 2006Is there an epidemic of child or adolescent depression?983 cited
  • 2018The Role of Common Factors in Psychotherapy Outcomes746 cited
  • 2008On theory development in design science research: anatomy of a research project632 cited
  • 2022Characteristics, potentials, and challenges of transdisciplinary research359 cited
  • 2019Effectiveness of CBT for children and adolescents with depression: A systematic review and meta-regression analysis319 cited
  • 2006Design science in information systems research316 cited
  • 2021Evidence of Human-Level Bonds Established With a Digital Conversational Agent: Cross-sectional, Retrospective Observational Study240 cited
  • 2021When the Social Becomes Non-Human: Young People's Perception of Social Support in Chatbots153 cited

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2022
Designing Personality-Adaptive Conversational Agents for Mental Health Care
130 cited
  • 2021Mental health apps for adolescents and young adults: A systematic review of randomised controlled trials99 cited
  • 2020Changes to the Psychiatric Chatbot Landscape: A Systematic Review of Conversational Agents in Serious Mental Illness: Changements du paysage psychiatrique des chatbots: une revue systématique des agents conversationnels dans la maladie mentale sérieuse82 cited
  • Cited by

    • 2024Exploring the Role of Mobile Apps for Insomnia in Depression: Systematic Review11 cited
    • 2025Recommendations for Mental Health Chatbot Conversations: An Integrative Review7 cited
    • 2025Chatbot-delivered structured psychological intervention (SPI-Bot) for teenagers with adolescent idiopathic scoliosis in Hong Kong: protocol for a pilot randomised controlled trial3 cited
    • 2026A Scoping Review of Conversational Agents in Adolescence2 cited