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Smartphone apps for depression and anxiety: a systematic review and meta-analysis of techniques to increase engagement

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References

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2014

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The impact of guidance on Internet-based mental health interventions — A systematic review

1,036 cited

2019Objective User Engagement With Mental Health Apps: Systematic Search and Panel-Based Usage Analysis956 cited

2011A Systematic Review of the Impact of Adherence on the Effectiveness of e-Therapies876 cited

Cited by

2021Impact of Smartphone App–Based Psychological Interventions for Reducing Depressive Symptoms in People With Depression: Systematic Literature Review and Meta-analysis of Randomized Controlled Trials96 cited
2023Assessing Patient Adherence to and Engagement With Digital Interventions for Depression in Clinical Trials: Systematic Literature Review96 cited
2022Technology-supported strategies for promoting user engagement with digital mental health interventions: A systematic review80 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
2022Human Support in App-Based Cognitive Behavioral Therapies for Emotional Disorders: Scoping Review54 cited
2023App-Based Interventions for Moderate to Severe Depression48 cited
2022The Impact of Mobile Technology-Delivered Interventions on Youth Well-being: Systematic Review and 3-Level Meta-analysis46 cited
2024The digital cumulative complexity model: a framework for improving engagement in digital mental health interventions42 cited
2025A meta-analysis of persuasive design, engagement, and efficacy in 92 RCTs of mental health apps37 cited
2021Adherence With Online Therapy vs Face-to-Face Therapy and With Online Therapy vs Care as Usual: Secondary Analysis of Two Randomized Controlled Trials36 cited
2021Opportunities to Integrate Mobile App–Based Interventions Into Mental Health and Substance Use Disorder Treatment Services in the Wake of COVID-1935 cited
2021A randomized controlled feasibility trial of internet-delivered guided self-help for generalized anxiety disorder (GAD) among university students in India.34 cited
2023Digitalising mental health care: Practical recommendations from the European Psychiatric Association34 cited
2021Effect of smartphone-based stress management programs on depression and anxiety of hospital nurses in Vietnam: a three-arm randomized controlled trial31 cited
2024A New Research Model for Artificial Intelligence–Based Well-Being Chatbot Engagement: Survey Study30 cited