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Mental Health Digital Interventions Technology: A Systematic Review
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Mental Health Digital Interventions Technology: A Systematic Review (2023)Mental Health Digital Interventions Techn…Participants’ and Nurses’ Experiences With a Digital Intervention for Patients With Depressive Symptoms and Comorbid Hypertension or Diabetes in Peru: Qualitative Post–Randomized Controlled Trial Study (2022)Participants’ and Nurses’ Exp…Mental Health Chatbot for Young Adults With Depressive Symptoms During the COVID-19 Pandemic: Single-Blind, Three-Arm Randomized Controlled Trial (2022)Mental Health Chatbot for You…Assessing the Effectiveness and Utility of a Mindfulness-Based Ecological Momentary Intervention in College Students (2022)Assessing the Effectiveness a…A Reference Architecture for Data-Driven and Adaptive Internet-Delivered Psychological Treatment Systems: Software Architecture Development and Validation Study (2022)A Reference Architecture for …Personality-based approach for tailoring persuasive mental health applications (2021)Personality-based approach fo…Mobile application for couple relationships: Results of a pilot effectiveness study (2021)Mobile application for couple…Individualized Intervention to Support Mental Health Recovery Through Implementation of Digital Tools into Clinical Care: Feasibility Study (2021)Individualized Intervention t…The role of social technologies in community care – A realist evaluation of a Danish web‐based citizen‐to‐citizen platform adopted in community care to promote belonging and mental health (2020)The role of social technologi…The Effectiveness of Online Counseling for University Students in Turkey: A Non-Randomized Controlled Trial (2020)The Effectiveness of Online C…Engagement and Usability of a Cognitive Behavioral Therapy Mobile App Compared With Web-Based Cognitive Behavioral Therapy Among College Students: Randomized Heuristic Trial (2019)Engagement and Usability of a…Mobile health (mHealth) for mental health in Asia: Objectives, strategies, and limitations (2014)Mobile health (mHealth) for m…Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement (2009)Preferred Reporting Items for…Strengthening the Reporting of Observational Studies in Epidemiology (STROBE): Explanation and Elaboration (2007)The PRISMA Statement for Reporting Systematic Reviews and Meta-Analyses of Studies That Evaluate Health Care Interventions: Explanation and Elaboration (2009)The PRISMA Statement for Reporting Systematic Reviews and Meta-Analyses of Studies That Evaluate Health Care Interventions: Explanation and Elaboration (2009)The PRISMA statement for reporting systematic reviews and meta-analyses of studies that evaluate healthcare interventions: explanation and elaboration (2009)Rayyan—a web and mobile app for systematic reviews (2016)The PRISMA 2020 statement: an updated guideline for reporting systematic reviews (2021)Barriers to improvement of mental health services in low-income and middle-income countries (2007)A Comprehensive Review and a Meta-Analysis of the Effectiveness of Internet-Based Psychotherapeutic Interventions (2008)mHealth for mental health: Integrating smartphone technology in behavioral healthcare. (2011)Next-generation psychiatric assessment: Using smartphone sensors to monitor behavior and mental health. (2015)Evaluation and selection of mobile health (mHealth) applications using AHP and fuzzy TOPSIS (2019)Mobile applications addressing violence against women: a systematic review (2020)Detecting anxiety and depression in general medical settings. (1988)Rebooting Psychotherapy Research and Practice to Reduce the Burden of Mental Illness (2011)Evidence for effective interventions to reduce mental-health-related stigma and discrimination (2015)Operationalizing Engagement With an Interpretation Bias Smartphone App Intervention: Case Series (2022)Transforming College Counseling: An In-House Solution for Student Mental Wellness (2023)Impact of Conversational and Animation Features of a Mental Health App Virtual Agent on Depressive Symptoms and User Experience Among College Students: Randomized Controlled Trial (2025)Subjective Well-Being (1984)The Satisfaction With Life Scale (1985)New Well-being Measures: Short Scales to Assess Flourishing and Positive and Negative Feelings (2009)Influence of Anonymity on Online Counseling Platforms amongst Young Adults (2023)Layanan Konseling Online dan Sikap Etis Kristen (2023)Constructing grounded theory (2014)The Age of Surveillance Capitalism: The Fight for a Human Future at the New Frontier of Power (2019)The age of surveillance capitalism: the fight for a human future at the new frontier of power (2019)Barriers and strategies to improve digital mental health intervention uptake among college students of color: A modified Delphi study (2023)Building Mutually Beneficial Collaborations Between Digital Navigators, Mental Health Professionals, and Clients: Naturalistic Observational Case Study (2024)Research Into Digital Health Intervention for Mental Health: 25-Year Retrospective on the Ethical and Legal Challenges (2024)A Second Generation Little Jiffy (1970)The partial least squares approach for structural equation modeling. (1998)The Behavior Change Technique Taxonomy (v1) of 93 Hierarchically Clustered Techniques: Building an International Consensus for the Reporting of Behavior Change Interventions (2013)Motivation-based approach for tailoring persuasive mental health applications (2022)Stress Management Apps: Systematic Search and Multidimensional Assessment of Quality and Characteristics (2023)Promoting Stress Management among Students in Higher Education: Evaluating the Effectiveness of a Persuasive Time Management Mobile App (2024)Measuring Marital Quality: A Critical Look at the Dependent Variable (1983)A Generic Measure of Relationship Satisfaction (1988)Development and validation of a measure of emotional intelligence (1998)Evaluating the efficacy of Amanda: A voice-based large language model chatbot for relationship challenges (2025)Navigating relationships with GenAI chatbots: User attitudes, acceptability, and potential (2025)“I Could Practice Flirting Without Pressure”: A Proof-of-Concept Study of an AI Chatbot-Assisted Intervention for Men Facing Distressing Involuntary Singlehood (2026)The treatment gap in mental health care. (2004)STIGMA: BARRIER TO MENTAL HEALTH CARE AMONG ETHNIC MINORITIES (2005)Persuasive System Design Does Matter: a Systematic Review of Adherence to Web-based Interventions (2012)Towards adaptive technology in routine mental health care (2022)An adaptive data-driven architecture for mental health care applications (2024)Reference Software Application Architecture for Defining Treatments for Mental Disorders (2025)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)The structure of negative emotional states: Comparison of the Depression Anxiety Stress Scales (DASS) with the Beck Depression and Anxiety Inventories (1995)The benefits of being present: Mindfulness and its role in psychological well-being. (2003)Just-in-time adaptive interventions to improve positive emotions in daily life: a randomized controlled experience sampling study (2026)Quality of engagement with in-the-moment digital CBT during periods of distress: A study of patients with suicidal thoughts and behaviors (2026)A power primer. (1992)The PHQ-9 (2001)G*Power 3: A flexible statistical power analysis program for the social, behavioral, and biomedical sciences (2007)The Potential of Chatbots for Emotional Support and Promoting Mental Well-Being in Different Cultures: Mixed Methods Study (2023)AI Chatbots for Mental Health: A Scoping Review of Effectiveness, Feasibility, and Applications (2024)The therapeutic effectiveness of artificial intelligence-based chatbots in alleviation of depressive and anxiety symptoms in short-course treatments: A systematic review and meta-analysis (2024)
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References

  • 2009Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement37,549 cited
  • 2022Mental Health Chatbot for Young Adults With Depressive Symptoms During the COVID-19 Pandemic: Single-Blind, Three-Arm Randomized Controlled Trial178 cited
  • 2014Mobile health (mHealth) for mental health in Asia: Objectives, strategies, and limitations121 cited
  • 2021Personality-based approach for tailoring persuasive mental health applications50 cited
  • 2020The Effectiveness of Online Counseling for University Students in Turkey: A Non-Randomized Controlled Trial40 cited
  • 2021Individualized Intervention to Support Mental Health Recovery Through Implementation of Digital Tools into Clinical Care: Feasibility Study30 cited
  • 2019Engagement and Usability of a Cognitive Behavioral Therapy Mobile App Compared With Web-Based Cognitive Behavioral Therapy Among College Students: Randomized Heuristic Trial26 cited
  • 2021Mobile application for couple relationships: Results of a pilot effectiveness study20 cited
  • 2022Assessing the Effectiveness and Utility of a Mindfulness-Based Ecological Momentary Intervention in College Students14 cited
  • 2022A Reference Architecture for Data-Driven and Adaptive Internet-Delivered Psychological Treatment Systems: Software Architecture Development and Validation Study11 cited
  • 2020The role of social technologies in community care – A realist evaluation of a Danish web‐based citizen‐to‐citizen platform adopted in community care to promote belonging and mental health10 cited
  • 2022Participants’ and Nurses’ Experiences With a Digital Intervention for Patients With Depressive Symptoms and Comorbid Hypertension or Diabetes in Peru: Qualitative Post–Randomized Controlled Trial Study

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