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Hybrid care in mental health: a framework for understanding care, research, and future opportunities
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Hybrid care in mental health: a framework for understanding care, research, and future opportunities (2024)Hybrid care in mental health: a framework…Mapping Factors That Affect the Uptake of Digital Therapeutics Within Health Systems: Scoping Review (2023)Mapping Factors That Affect t…An Overview of Chatbot-Based Mobile Mental Health Apps: Insights From App Description and User Reviews (2023)An Overview of Chatbot-Based …Assessment of Mental Health Services Available Through Smartphone Apps (2022)Assessment of Mental Health S…Coached Mobile App Platform for the Treatment of Depression and Anxiety Among Primary Care Patients (2020)Coached Mobile App Platform f…Are we there yet?!—a literature review of recent digital technology advances for the treatment of early psychosis (2020)Are we there yet?!—a literatu…Objective User Engagement With Mental Health Apps: Systematic Search and Panel-Based Usage Analysis (2019)Objective User Engagement Wit…Long-Term Outcomes of a Therapist-Supported, Smartphone-Based Intervention for Elevated Symptoms of Depression and Anxiety: Quasiexperimental, Pre-Postintervention Study (2019)Long-Term Outcomes of a Thera…The present and future of blended care: current research and introduction to the B-FIT framework (2026)The present and future of ble…Creative social prescribing groups during lockdown: a photo-elicitation evaluation of group users' experiences (2026)Creative social prescribing g…Uptake, Adherence, and Attrition in Clinical Trials of Depression and Anxiety Apps (2025)Uptake, Adherence, and Attrit…The Current State/ Trends in Digital Phenotyping for Mental Health Research and Care (2025)The Current State/ Trends in …Pilot study of an app-supported psychosocial prevention intervention: a mixed-methods approach (2025)Pilot study of an app-support…Evaluating clinical outcomes for anxiety and depression: A real-world comparison of the digital clinic and primary care (2025)Evaluating clinical outcomes …Effect of Minimal Individual or Group Enhancement in an eHealth Program on Mental Health, Health Behavior, and Work Ability in Employees With Obesity: Randomized Controlled Trial (2025)Effect of Minimal Individual …Adolescents' and youths' perceived barriers and facilitators to engaging with digital mental health interventions for depression and anxiety: A scoping review (2025)Adolescents' and youths' perc…"Sighted People Have Their Pick Of The Litter": Unpacking The Need For Digital Mental Health (DMH) Tracking Services With And For The Blind Community (2025)"Sighted People Have Their Pi…Using thematic analysis in psychology (2006)Self‐Regulation, Ego Depletion, and Motivation (2007)Adherence in Internet Interventions for Anxiety and Depression (2009)Dropout rates in clinical trials of smartphone apps for depressive symptoms: A systematic review and meta-analysis (2019)Examining the impacts of the COVID-19 pandemic on family mental health in Canada: findings from a national cross-sectional study (2021)The PHQ-9 (2001)A Brief Measure for Assessing Generalized Anxiety Disorder (2006)Projections of Global Mortality and Burden of Disease from 2002 to 2030 (2006)Feasibility and Efficacy of the Addition of Heart Rate Variability Biofeedback to a Remote Digital Health Intervention for Depression (2020)A therapist-guided smartphone app for major depression in young adults: A randomized clinical trial (2021)Human Support in App-Based Cognitive Behavioral Therapies for Emotional Disorders: Scoping Review (2022)Clinical Staging of Psychiatric Disorders: A Heuristic Framework for Choosing Earlier, Safer and more Effective Interventions (2006)Positive psychotherapy. (2006)Experience sampling research in psychopathology: opening the black box of daily life (2009)ReMindCare App for Early Psychosis: Pragmatic Real World Intervention and Usability Study (2020)Smartphone-delivered self-management for first-episode psychosis: the ARIES feasibility randomised controlled trial (2020)Adverse Events Reporting in Digital Interventions Evaluations for Psychosis: A Systematic Literature Search and Individual Level Content Analysis of Adverse Event Reports (2024)The Columbia–Suicide Severity Rating Scale: Initial Validity and Internal Consistency Findings From Three Multisite Studies With Adolescents and Adults (2011)Banbury Forum Consensus Statement on the Path Forward for Digital Mental Health Treatment (2021)The Economic Burden of Adults with Major Depressive Disorder in the United States (2010 and 2018) (2021)The Effect of Digital Mental Health Literacy Interventions on Mental Health: Systematic Review and Meta-Analysis (2023)Interrater reliability: the kappa statistic (2012)Digital Mental Health and COVID-19: Using Technology Today to Accelerate the Curve on Access and Quality Tomorrow (2020)Mobile phone-based interventions for mental health: A systematic meta-review of 14 meta-analyses of randomized controlled trials (2022)The efficacy of mindfulness apps on symptoms of depression and anxiety: An updated meta-analysis of randomized controlled trials (2023)Integrated Digital Mental Health Care: A Vision for Addressing Population Mental Health Needs (2024)The Digital Navigator: Standardizing Human Technology Support in App-Integrated Clinical Care (2024)Persuasive System Design Does Matter: a Systematic Review of Adherence to Web-based Interventions (2012)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)Thematic Analysis (2017)“It happened to be the perfect thing”: experiences of generative AI chatbots for mental health (2024)Large Language Models for Mental Health Applications: Systematic Review (2024)Randomized Trial of a Generative AI Chatbot for Mental Health Treatment (2025)A Coefficient of Agreement for Nominal Scales (1960)The Measurement of Observer Agreement for Categorical Data (1977)PRISMA Extension for Scoping Reviews (PRISMA-ScR): Checklist and Explanation (2018)Adoption of Digital Therapeutics in Europe (2024)Digital Therapeutics for Improving Effectiveness of Pharmaceutical Drugs and Biological Products: Preclinical and Clinical Studies Supporting Development of Drug + Digital Combination Therapies for Chronic Diseases (2024)A scoping review and expert consensus on digital determinants of health (2025)The Multidimensional Scale of Perceived Social Support (1988)Transdiagnostic-focused apps for depression and anxiety: a meta-analysis (2025)Translating Digital Health into the Real World: The Evolving Role of Digital Navigators to Enhance Mental Health Access and Outcomes (2025)Perceived barriers and facilitators to mental health help-seeking in young people: a systematic review (2010)What is the impact of mental health-related stigma on help-seeking? A systematic review of quantitative and qualitative studies (2014)Age at onset of mental disorders worldwide: large-scale meta-analysis of 192 epidemiological studies (2021)Quantifying heterogeneity in a meta‐analysis (2002)Conducting Meta-Analyses in R with the metafor Package (2010)The PRISMA 2020 statement: an updated guideline for reporting systematic reviews (2021)
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References

  • 2019Objective User Engagement With Mental Health Apps: Systematic Search and Panel-Based Usage Analysis956 cited
  • 2023An Overview of Chatbot-Based Mobile Mental Health Apps: Insights From App Description and User Reviews402 cited
  • 2020Coached Mobile App Platform for the Treatment of Depression and Anxiety Among Primary Care Patients162 cited
  • 2022Assessment of Mental Health Services Available Through Smartphone Apps106 cited
  • 2023Mapping Factors That Affect the Uptake of Digital Therapeutics Within Health Systems: Scoping Review92 cited
  • 2019Long-Term Outcomes of a Therapist-Supported, Smartphone-Based Intervention for Elevated Symptoms of Depression and Anxiety: Quasiexperimental, Pre-Postintervention Study57 cited
  • 2020Are we there yet?!—a literature review of recent digital technology advances for the treatment of early psychosis57 cited

Cited by

  • 2025Evaluating clinical outcomes for anxiety and depression: A real-world comparison of the digital clinic and primary care20 cited
  • 2025Uptake, Adherence, and Attrition in Clinical Trials of Depression and Anxiety Apps13 cited
  • 2025Adolescents' and youths' perceived barriers and facilitators to engaging with digital mental health interventions for depression and anxiety: A scoping review8 cited
  • 2025Pilot study of an app-supported psychosocial prevention intervention: a mixed-methods approach5 cited
  • 2025The Current State/ Trends in Digital Phenotyping for Mental Health Research and Care4 cited

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  • 2025Effect of Minimal Individual or Group Enhancement in an eHealth Program on Mental Health, Health Behavior, and Work Ability in Employees With Obesity: Randomized Controlled Trial2 cited
  • 2026The present and future of blended care: current research and introduction to the B-FIT framework2 cited
  • 2026Creative social prescribing groups during lockdown: a photo-elicitation evaluation of group users' experiences1 cited
  • 2025"Sighted People Have Their Pick Of The Litter": Unpacking The Need For Digital Mental Health (DMH) Tracking Services With And For The Blind Community1 cited