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User Experience, Engagement, and Popularity in Mental Health Apps: Secondary Analysis of App Analytics and Expert App Reviews
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User Experience, Engagement, and Popularity in Mental Health Apps: Secondary Analysis of App Analytics and Expert App Reviews (2021)User Experience, Engagement, and Populari…User perceptions of mobile digital apps for mental health: Acceptability and usability ‐ An integrative review (2021)User perceptions of mobile di…Internet-Based Cognitive Behavioral Therapy for Depression (2021)Internet-Based Cognitive Beha…Single-session digital intervention for adolescent depression, anxiety, and well-being: Outcomes of a randomized controlled trial with Kenyan adolescents. (2020)Single-session digital interv…Insights from user reviews to improve mental health apps (2020)Insights from user reviews to…User Engagement in Mental Health Apps: A Review of Measurement, Reporting, and Validity (2019)User Engagement in Mental Hea…The efficacy of app‐supported smartphone interventions for mental health problems: a meta‐analysis of randomized controlled trials (2019)The efficacy of app‐supported…Objective User Engagement With Mental Health Apps: Systematic Search and Panel-Based Usage Analysis (2019)Objective User Engagement Wit…User Experience of Cognitive Behavioral Therapy Apps for Depression: An Analysis of App Functionality and User Reviews (2018)User Experience of Cognitive …Needed Innovation in Digital Health and Smartphone Applications for Mental Health (2017)Needed Innovation in Digital …Understanding and Promoting Effective Engagement With Digital Behavior Change Interventions (2016)Understanding and Promoting E…Review and Evaluation of Mindfulness-Based iPhone Apps (2015)Review and Evaluation of Mind…Optimizing Workplace Digital Mental Health Interventions: Systematic Review and Meta-Analysis (2025)Optimizing Workplace Digital …User perceptions and utilisation of features of an AI-enabled workplace digital mental wellness platform ‘mindline at work’ (2024)User perceptions and utilisat…Technology-enabled engagement process of brand virtual-try-on services (2024)Technology-enabled engagement…Engagement with mental health and health behavior change interventions: An integrative review of key concepts (2024)Engagement with mental health…Digital mental health interventions for the mental health care of refugees and asylum seekers: Integrative literature review (2024)Digital mental health interve…User engagement in mobile apps for people with schizophrenia: A scoping review (2023)User engagement in mobile app…The impact of guided versus supportive coaching on mental health app engagement and clinical outcomes (2023)The impact of guided versus s…Scope, Characteristics, Behavior Change Techniques, and Quality of Conversational Agents for Mental Health and Well-Being: Systematic Assessment of Apps (2023)Scope, Characteristics, Behav…Mental well-being through HR analytics: investigating an employee supportive framework (2023)Mental well-being through HR …Examining young adults daily perspectives on usage of anxiety apps: A user study (2023)Examining young adults daily …Efficacy of stand-alone digital mental health applications for anxiety and depression: A meta-analysis of randomized controlled trials (2023)Efficacy of stand-alone digit…Effectiveness of Digital Mental Health Tools to Reduce Depressive and Anxiety Symptoms in Low- and Middle-Income Countries: Systematic Review and Meta-analysis (2023)Effectiveness of Digital Ment…Barriers and strategies to improve digital mental health intervention uptake among college students of color: A modified Delphi study (2023)Barriers and strategies to im…An Integrative Engagement Model of Digital Psychotherapy: Exploratory Focus Group Findings (2023)An Integrative Engagement Mod…Systematic assessment of the quality and integrity of popular mental health smartphone apps using the American Psychiatric Association's app evaluation model (2022)Systematic assessment of the …Determination of Markers of Successful Implementation of Mental Health Apps for Young People: Systematic Review (2022)Determination of Markers of S…Mindfulness-Based Interventions in Context: Past, Present, and Future (2003)Mindfulness-based stress reduction and health benefits (2004)Mindfulness: Theoretical Foundations and Evidence for its Salutary Effects (2007)The varieties of contemplative experience: A mixed-methods study of meditation-related challenges in Western Buddhists (2017)Mindfulness on-the-go: Effects of a mindfulness meditation app on work stress and well-being. 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References

  • 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
  • 2021Internet-Based Cognitive Behavioral Therapy for Depression864 cited
  • 2019The efficacy of app‐supported smartphone interventions for mental health problems: a meta‐analysis of randomized controlled trials807 cited
  • 2015Review and Evaluation of Mindfulness-Based iPhone Apps495 cited
  • 2017Needed Innovation in Digital Health and Smartphone Applications for Mental Health361 cited
  • 2019User Engagement in Mental Health Apps: A Review of Measurement, Reporting, and Validity293 cited
  • 2020Insights from user reviews to improve mental health apps285 cited
  • 2018User Experience of Cognitive Behavioral Therapy Apps for Depression: An Analysis of App Functionality and User Reviews198 cited
  • 2020Single-session digital intervention for adolescent depression, anxiety, and well-being: Outcomes of a randomized controlled trial with Kenyan adolescents.164 cited
  • 2021User perceptions of mobile digital apps for mental health: Acceptability and usability ‐ An integrative review113 cited

Cited by

  • 2023Effectiveness of Digital Mental Health Tools to Reduce Depressive and Anxiety Symptoms in Low- and Middle-Income Countries: Systematic Review and Meta-analysis73 cited
  • 2022Determination of Markers of Successful Implementation of Mental Health Apps for Young People: Systematic Review

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53 cited
  • 2024Digital mental health interventions for the mental health care of refugees and asylum seekers: Integrative literature review35 cited
  • 2023Efficacy of stand-alone digital mental health applications for anxiety and depression: A meta-analysis of randomized controlled trials35 cited
  • 2023Mental well-being through HR analytics: investigating an employee supportive framework33 cited
  • 2023User engagement in mobile apps for people with schizophrenia: A scoping review28 cited
  • 2023Barriers and strategies to improve digital mental health intervention uptake among college students of color: A modified Delphi study27 cited
  • 2023Scope, Characteristics, Behavior Change Techniques, and Quality of Conversational Agents for Mental Health and Well-Being: Systematic Assessment of Apps23 cited
  • 2023The impact of guided versus supportive coaching on mental health app engagement and clinical outcomes22 cited
  • 2022Systematic assessment of the quality and integrity of popular mental health smartphone apps using the American Psychiatric Association's app evaluation model21 cited
  • 2024Engagement with mental health and health behavior change interventions: An integrative review of key concepts19 cited
  • 2023An Integrative Engagement Model of Digital Psychotherapy: Exploratory Focus Group Findings19 cited
  • 2024User perceptions and utilisation of features of an AI-enabled workplace digital mental wellness platform ‘mindline at work’15 cited
  • 2025Optimizing Workplace Digital Mental Health Interventions: Systematic Review and Meta-Analysis14 cited
  • 2023Examining young adults daily perspectives on usage of anxiety apps: A user study14 cited
  • 2024Technology-enabled engagement process of brand virtual-try-on services14 cited