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An Overview of Chatbot-Based Mobile Mental Health Apps: Insights From App Description and User Reviews
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An Overview of Chatbot-Based Mobile Mental Health Apps: Insights From App Description and User Reviews (2023)An Overview of Chatbot-Based Mobile Menta…Chatbots and Conversational Agents in Mental Health: A Review of the Psychiatric Landscape (2019)Chatbots and Conversational A…An overview of the features of chatbots in mental health: A scoping review (2019)An overview of the features o…Using Psychological Artificial Intelligence (Tess) to Relieve Symptoms of Depression and Anxiety: Randomized Controlled Trial (2018)Using Psychological Artificia…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…Thematic Analysis (2017)Thematic AnalysisDelivering 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…Persuasive System Design Does Matter: a Systematic Review of Adherence to Web-based Interventions (2012)Persuasive System Design Does…Understanding tailoring in communicating about health (2008)Understanding tailoring in co…Randomized Trial of a Generative AI Chatbot for Mental Health Treatment (2025)Randomized Trial of a Generat…Performance of mental health chatbot agents in detecting and managing suicidal ideation (2025)Performance of mental health …Expert and Interdisciplinary Analysis of AI-Driven Chatbots for Mental Health Support: Mixed Methods Study (2025)Expert and Interdisciplinary …Balancing risks and benefits: clinicians’ perspectives on the use of generative AI chatbots in mental healthcare (2025)Balancing risks and benefits:…AI Chatbots and Cognitive Control: Enhancing Executive Functions Through Chatbot Interactions: A Systematic Review (2025)AI Chatbots and Cognitive Con…State of the Science: Using Digital Mental Health Interventions to Extend the Impact of Psychological Services (2024)State of the Science: Using D…Large Language Models for Mental Health Applications: Systematic Review (2024)Large Language Models for Men…Hybrid care in mental health: a framework for understanding care, research, and future opportunities (2024)Hybrid care in mental health:…Artificial Intelligence, Immersive Technologies, and Neurotechnologies in Breathing Interventions for Mental and Emotional Health: A Systematic Review (2024)Artificial Intelligence, Imme…Artificial Intelligence for Psychotherapy: A Review of the Current State and Future Directions (2024)Artificial Intelligence for P…Are lonely youngsters turning to chatbots for companionship? The relationship between chatbot usage and social connectedness in Danish high-school students (2024)Are lonely youngsters turning…“It happened to be the perfect thing”: experiences of generative AI chatbots for mental health (2024)“It happened to be the perfec…Evaluation of the Current State of Chatbots for Digital Health: Scoping Review (2023)Evaluation of the Current Sta…Digitally Assisted Mindfulness in Training Self-Regulation Skills for Sustainable Mental Health: A Systematic Review (2023)Digitally Assisted Mindfulnes…Digital Health Interventions for Promoting Healthy Aging: A Systematic Review of Adoption Patterns, Efficacy, and User Experience (2023)Digital Health Interventions …AI Chatbots in Digital Mental Health (2023)AI Chatbots in Digital Mental…Does tailoring matter? Meta-analytic review of tailored print health behavior change interventions. (2007)A taxonomy of behavior change techniques used in interventions. 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(2005)Computer power and human reason (1976)Too human and not human enough: A grounded theory analysis of mental health harms from emotional dependence on the social chatbot Replika (2022)Scoping studies: towards a methodological framework (2005)Cochrane Handbook for Systematic Reviews of Interventions (2008)PRISMA Extension for Scoping Reviews (PRISMA-ScR): Checklist and Explanation (2018)Artificially intelligent chatbots in digital mental health interventions: a review (2021)Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement (2009)HISTORIAE, History of Socio-Cultural Transformation as Linguistic Data Science. A Humanities Use Case (2019)Empowering pediatric, adolescent, and young adult patients with cancer utilizing generative AI chatbots to reduce psychological burden and enhance treatment engagement: a pilot study (2025)Exploring the Application of AI and Extended Reality Technologies in Metaverse-Driven Mental Health Solutions: Scoping Review (2025)The Applications of Large Language Models in Mental Health: Scoping Review (2025)Effect-Size Indices for Dichotomized Outcomes in Meta-Analysis. (2003)Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers. (2025)The Ability of AI Therapy Bots to Set Limits With Distressed Adolescents: Simulation-Based Comparison Study (2025)
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References

  • 2017Thematic Analysis13,981 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
  • 2012Persuasive System Design Does Matter: a Systematic Review of Adherence to Web-based Interventions1,307 cited
  • 2018An Empathy-Driven, Conversational Artificial Intelligence Agent (Wysa) for Digital Mental Well-Being: Real-World Data Evaluation Mixed-Methods Study1,061 cited
  • 2019Chatbots and Conversational Agents in Mental Health: A Review of the Psychiatric Landscape1,025 cited
  • 2008Understanding tailoring in communicating about health933 cited
  • 2018Using Psychological Artificial Intelligence (Tess) to Relieve Symptoms of Depression and Anxiety: Randomized Controlled Trial712 cited
  • 2019An overview of the features of chatbots in mental health: A scoping review602 cited

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  • 2025Randomized Trial of a Generative AI Chatbot for Mental Health Treatment286 cited
  • 2024Large Language Models for Mental Health Applications: Systematic Review269 cited
  • 2024“It happened to be the perfect thing”: experiences of generative AI chatbots for mental health239 cited
  • 2023AI Chatbots in Digital Mental Health168 cited
  • 2023Digital Health Interventions for Promoting Healthy Aging: A Systematic Review of Adoption Patterns, Efficacy, and User Experience

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111 cited
  • 2024Are lonely youngsters turning to chatbots for companionship? The relationship between chatbot usage and social connectedness in Danish high-school students107 cited
  • 2023Digitally Assisted Mindfulness in Training Self-Regulation Skills for Sustainable Mental Health: A Systematic Review101 cited
  • 2023Evaluation of the Current State of Chatbots for Digital Health: Scoping Review98 cited
  • 2025Performance of mental health chatbot agents in detecting and managing suicidal ideation83 cited
  • 2024Artificial Intelligence for Psychotherapy: A Review of the Current State and Future Directions82 cited
  • 2024State of the Science: Using Digital Mental Health Interventions to Extend the Impact of Psychological Services65 cited
  • 2025AI Chatbots and Cognitive Control: Enhancing Executive Functions Through Chatbot Interactions: A Systematic Review61 cited
  • 2025Balancing risks and benefits: clinicians’ perspectives on the use of generative AI chatbots in mental healthcare53 cited
  • 2024Hybrid care in mental health: a framework for understanding care, research, and future opportunities45 cited
  • 2025Expert and Interdisciplinary Analysis of AI-Driven Chatbots for Mental Health Support: Mixed Methods Study45 cited
  • 2024Artificial Intelligence, Immersive Technologies, and Neurotechnologies in Breathing Interventions for Mental and Emotional Health: A Systematic Review41 cited