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Using Cluster Analysis to Explore Engagement and e-Attainment as Emergent Behavior in Electronic Mental Health

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References

2016Understanding and Promoting Effective Engagement With Digital Behavior Change Interventions1,112 cited
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2004A Comparison of Changes in Anxiety and Depression Symptoms of Spontaneous Users and Trial Participants of a Cognitive Behavior Therapy Website240 cited
2013Rethinking the Dose-Response Relationship Between Usage and Outcome in an Online Intervention for Depression: Randomized Controlled Trial193 cited
2006The Law of Attrition Revisited160 cited
2010Preferences for e-mental health services amongst an online Australian sample?117 cited
2017Theoretical Perspectives of Adherence to Web-Based Interventions: a Scoping Review86 cited
2010Turn on, tune in and (don’t) drop out: engagement, adherence, attrition, and alliance with internet-based interventions76 cited
2012Nonuse and Dropout Attrition for a Web-Based Mental Health Intervention Delivered in a Post-Disaster Context49 cited

Cited by

2023User Engagement Clusters of an 8-Week Digital Mental Health Intervention Guided by a Relational Agent (Woebot): Exploratory Study31 cited
2022Bridging the Digital Divide in Psychological Therapies: Observational Study of Engagement With the SlowMo Mobile App for Paranoia in Psychosis

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30 cited

2022The service user experience of SlowMo therapy: A co‐produced thematic analysis of service users’ subjective experience24 cited

2022Characterizing Use of a Multicomponent Digital Intervention to Predict Treatment Outcomes in First-Episode Psychosis: Cluster Analysis21 cited

2023Acceptability and Utility of a Smartphone App to Support Adolescent Mental Health (BeMe): Program Evaluation Study17 cited

2022Preliminary Investigation of Shift, a Novel Smartphone App to Support Junior Doctors’ Mental Health and Well-being: Examination of Symptom Progression, Usability, and Acceptability After 1 Month of Use15 cited

2023Patterns of engagement in a digital mental health service during COVID-19: a cohort study for children and young people9 cited

2025Engagement With an Internet-Administered, Guided, Low-Intensity Cognitive Behavioral Therapy Intervention for Parents of Children Treated for Cancer: Analysis of Log-Data From the ENGAGE Feasibility Trial5 cited

2022The Roles of Adherence and Usage Activity in Adolescents’ Intervention Gains During Brief Guided Online Acceptance and Commitment Therapy5 cited

2025Needs and Expectations for the myNewWay Blended Digital and Face-to-Face Psychotherapy Model of Care for Depression and Anxiety (Part 1): Participatory Design Study including People with Lived and Living Experience3 cited