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The Effectiveness and Mechanisms of Action of App-Based Interventions for Improving Mental Health and Workplace Well-Being: Randomized Controlled Trial
The Effectiveness and Mechanisms of Action of App-Based Interventions for Improving Mental Health and Workplace Well-Being: Randomized Controlled Trial
Background: Depression is the most common mental health disorder worldwide and frequently leads to workplace absence. As f...
Human Shadows in Machine Minds: Quantitative Study Interpreting AI Responses to the Rorschach Test
Human Shadows in Machine Minds: Quantitative Study Interpreting AI Responses to the Rorschach Test
Background: Multimodal large language models (LLMs) can produce humanlike descriptions of images and emotionally colored d...
Prevalence of Cognitive Distortion Markers in a Suicide Prevention Chat Service: Mixed Methods Study
Prevalence of Cognitive Distortion Markers in a Suicide Prevention Chat Service: Mixed Methods Study
Background: Suicide helplines increasingly employ chat services to aid those in urgent need, but the wording and structure...
Errors in AI-Transformed Patient-Centered Mental Health Documentation Written by Psychiatrists: Qualitative Pre-Post Study
Errors in AI-Transformed Patient-Centered Mental Health Documentation Written by Psychiatrists: Qualitative Pre-Post Study
Background: Patients’ digital access to their personal health data is becoming increasingly common worldwide. However, med...
Designing and Evaluating Digital Mental Health Interventions: Scoping Review
Designing and Evaluating Digital Mental Health Interventions: Scoping Review
Background: The ongoing adoption and use of digital interventions offer promising opportunities to meet the growing demand...
Current Landscape of Mental Health Conversational Agents From a Trauma-Informed Care Lens: Scoping Review
Current Landscape of Mental Health Conversational Agents From a Trauma-Informed Care Lens: Scoping Review
Background: Conversational agents (CAs) are increasingly used in mental health care to enhance access and engagement. Howe...
Behavior Change Techniques in Digital Health Interventions for Promoting Adolescent Health Behaviors: Systematic Umbrella Review
Behavior Change Techniques in Digital Health Interventions for Promoting Adolescent Health Behaviors: Systematic Umbrella Review
Background: Digital health interventions (DHIs) using behavior change techniques (BCTs) show promise in addressing adolesc...
Barriers and Facilitators in the Implementation of the Systematic Medical Appraisal, Referral, and Treatment (SMART) Mental Health Digital Intervention in Rural India: Mixed Methods Process Evaluation Study
Barriers and Facilitators in the Implementation of the Systematic Medical Appraisal, Referral, and Treatment (SMART) Mental Health Digital Intervention in Rural India: Mixed Methods Process Evaluation Study
Background: An estimated 150 million people have mental health care needs in India, but only 15% are able to access care. ...
Explainable AI for Well-Being Prediction From Lifestyle Data: 2-Study Design
Explainable AI for Well-Being Prediction From Lifestyle Data: 2-Study Design
Background: Well-being is a cornerstone of public health and social progress; yet, its determinants are multifaceted and d...
Web-Based Interactive Training for Managers (Managing Minds at Work) to Promote Mental Health at Work: Pilot Feasibility Cluster Randomized Controlled Trial
Web-Based Interactive Training for Managers (Managing Minds at Work) to Promote Mental Health at Work: Pilot Feasibility Cluster Randomized Controlled Trial
Background: Line managers play a key role in preventing poor mental health but often lack necessary skills and knowledge. ...
Digital Contingency Management for Substance Use Disorder Treatment: 12-Month Quasi-Experimental Design
Digital Contingency Management for Substance Use Disorder Treatment: 12-Month Quasi-Experimental Design
Background: Although contingency management (CM) has shown some efficacy in substance use disorder treatment, digital cont...
Characteristics of Suicidal Patients Who Engaged in Suicide-Related Internet Use in the United Kingdom: Cross-Sectional Survey Findings
Characteristics of Suicidal Patients Who Engaged in Suicide-Related Internet Use in the United Kingdom: Cross-Sectional Survey Findings
Background: Suicide-related internet use encompasses various online behaviours, including searching for suicide methods, s...
Directory of Public Datasets for Youth Mental Health to Enhance Research Through Data, Accessibility, and Artificial Intelligence: Scoping Review
Directory of Public Datasets for Youth Mental Health to Enhance Research Through Data, Accessibility, and Artificial Intelligence: Scoping Review
Background: Youth mental health issues have been recognized as a pressing crisis in the USA in recent years. Effective, ev...
Principles of Industry-Academic Partnerships Informed by Digital Mental Health Collaboration: Mixed Methods Study
Principles of Industry-Academic Partnerships Informed by Digital Mental Health Collaboration: Mixed Methods Study
Background: Background: Mental health disorders present a growing public health challenge, requiring innovative interventi...
Child and Adolescent Virtual Mental Health Care and Duration of Treatment: Retrospective Cohort Study
Child and Adolescent Virtual Mental Health Care and Duration of Treatment: Retrospective Cohort Study
Background: Due to public health restrictions, the COVID-19 pandemic required significant changes in the delivery of child...
Explainable AI for Depression Detection and Severity Classification From Activity Data: Development and Evaluation Study of an Interpretable Framework
Explainable AI for Depression Detection and Severity Classification From Activity Data: Development and Evaluation Study of an Interpretable Framework
Background: Depression is one of the most prevalent mental health disorders globally, affecting approximately 280 million ...
Cross-Site Predictions of Readmission After Psychiatric Hospitalization With Mood or Psychotic Disorders: Retrospective Study
Cross-Site Predictions of Readmission After Psychiatric Hospitalization With Mood or Psychotic Disorders: Retrospective Study
Background: Patients with mood or psychotic disorders experience high rates of unplanned hospital readmissions. Predicting...
Toward Digital Self-Monitoring of Mental Health in the General Population: Scoping Review of Existing Approaches to Self-Report Measurement
Toward Digital Self-Monitoring of Mental Health in the General Population: Scoping Review of Existing Approaches to Self-Report Measurement
Background: With the ubiquity of smartphones, digital self-report instruments have enormous potential to support the gener...
Barriers and Facilitators of User Engagement With Digital Mental Health Interventions for People With Psychosis or Bipolar Disorder: Systematic Review and Best-Fit Framework Synthesis
Barriers and Facilitators of User Engagement With Digital Mental Health Interventions for People With Psychosis or Bipolar Disorder: Systematic Review and Best-Fit Framework Synthesis
Background: Digital mental health interventions (DMHIs) to monitor and improve the health of people with psychosis or bipo...
Responsible Design, Integration, and Use of Generative AI in Mental Health
Responsible Design, Integration, and Use of Generative AI in Mental Health
Generative artificial intelligence (GenAI) shows potential for personalized care, psychoeducation, and even crisis predict...
Impact of a Virtual Reality Intervention on Stigma, Empathy, and Attitudes Toward Patients With Psychotic Disorders Among Mental Health Care Professionals: Randomized Controlled Trial
Impact of a Virtual Reality Intervention on Stigma, Empathy, and Attitudes Toward Patients With Psychotic Disorders Among Mental Health Care Professionals: Randomized Controlled Trial
Background: Previous studies have found that psychotic disorders are among the most stigmatized mental disorders. Of note,...
Integrating Videoconferencing Therapist Guidance Into Stepped Care Internet-Delivered Cognitive Behavioral Therapy for Child and Adolescent Anxiety: Noninferiority Randomized Controlled Trial
Integrating Videoconferencing Therapist Guidance Into Stepped Care Internet-Delivered Cognitive Behavioral Therapy for Child and Adolescent Anxiety: Noninferiority Randomized Controlled Trial
Background: Self-guided internet-delivered cognitive behavioral therapy (ICBT) achieves greater reach than ICBT delivered ...
Effectiveness of Digital Mental Health Interventions in the Workplace: Umbrella Review of Systematic Reviews
Effectiveness of Digital Mental Health Interventions in the Workplace: Umbrella Review of Systematic Reviews
Background: There is potential for digital mental health interventions to provide affordable, efficient, and scalable supp...
Establishment and Maintenance of a Digital Therapeutic Alliance in People Living With Negative Symptoms of Schizophrenia: Two Exploratory Single-Arm Studies
Establishment and Maintenance of a Digital Therapeutic Alliance in People Living With Negative Symptoms of Schizophrenia: Two Exploratory Single-Arm Studies
Background: Evidence-based digital therapeutics represent a new treatment modality in mental health, potentially providing...
Exploring the Psychological and Physiological Insights Through Digital Phenotyping by Analyzing the Discrepancies Between Subjective Insomnia Severity and Activity-Based Objective Sleep Measures: Observational Cohort Study
Exploring the Psychological and Physiological Insights Through Digital Phenotyping by Analyzing the Discrepancies Between Subjective Insomnia Severity and Activity-Based Objective Sleep Measures: Observational Cohort Study
Background: Insomnia is a prevalent sleep disorder affecting millions worldwide, with significant impacts on daily functio...
Role of Tailored Timing and Frequency Prompts on the Efficacy of an Internet-Delivered Stress Recovery Intervention for Health Care Workers: Randomized Controlled Trial
Role of Tailored Timing and Frequency Prompts on the Efficacy of an Internet-Delivered Stress Recovery Intervention for Health Care Workers: Randomized Controlled Trial
Background: Prompts offer a promising strategy to promote client engagement in internet-delivered cognitive behavioral the...
Testing the Feasibility, Acceptability, and Potential Efficacy of an Innovative Digital Mental Health Care Delivery Model Designed to Increase Access to Care: Open Trial of the Digital Clinic
Testing the Feasibility, Acceptability, and Potential Efficacy of an Innovative Digital Mental Health Care Delivery Model Designed to Increase Access to Care: Open Trial of the Digital Clinic
Background: Mental health concerns have become increasingly prevalent; however, care remains inaccessible to many. While d...
Exploring the Differentiation of Self-Concepts in the Physical and Virtual Worlds Using Euclidean Distance Analysis and Its Relationship With Digitalization and Mental Health Among Young People: Cross-Sectional Study
Exploring the Differentiation of Self-Concepts in the Physical and Virtual Worlds Using Euclidean Distance Analysis and Its Relationship With Digitalization and Mental Health Among Young People: Cross-Sectional Study
Background: Increasing observation and evidence suggest that the process of digitalization could have profound impact to t...
Digital Cognitive Assessment Tests for Older Adults: Systematic Literature Review
Digital Cognitive Assessment Tests for Older Adults: Systematic Literature Review
Background: The global health pandemic has affected the increasing older adult population, especially those with mental il...
Self-Guided Mental Health Apps Targeting Racial and Ethnic Minority Groups: Scoping Review
Self-Guided Mental Health Apps Targeting Racial and Ethnic Minority Groups: Scoping Review
Background: The use of mental health apps (MHAs) is increasing rapidly. However, little is known about the use of MHAs by ...
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