The Opportunities and Risks of Large Language Models in Mental Health ; Hannah R Lawrence ; Susan B Rubin ; Daniel J McDuff
The Involvement of Service Users and People With Lived Experience in Mental Health Care Innovation Through Design: Systematic Review · Lars Veldmeijer, JMIR Mental Health, 2023 ; Differences in the Use and Opinions About New eHealth Technologies Among Patients With Psychosis: Structured Questionnaire · JMIR Mental Health, 2018 ; How Inclusive, User-Centered Design Research Can Improve Psychological Therapies for Psychosis: Development of SlowMo · Amy Hardy, JMIR Mental Health, 2018 ; Digital Mental Health for Schizophrenia and Other Severe Mental Illnesses: An International Consensus on Current Challenges and Potential Solutions · Katharine A Smith, JMIR Mental Health, 2024
Abstract ; Background: Given the growing number of adolescents exhibiting problematic internet use (PIU) and experiencing its harmful consequences, it is important to examine the factors associated with PIU. Existing research has identified perceived parental supportiveness and adolescents’ subjective mental well-being as strong predictors of PIU. However, it is unknown how these factors work together in shaping adolescents’ engagement in PIU. Objective: This paper aimed to examine the role ...
Abstract ; Background: For the World Health Organization, electronic health (eHealth) is seen as an effective way to improve therapeutic practices and disease prevention in health. Digital tools lead to major changes in the field of mental medicine, but specific analyses are required to understand and accompany these changes. Objective: Our objective was to highlight the positions of the different stakeholders of the mental health care system on eHealth services and tools, as well as to establis...
Abstract ; Background: The current paradigm in mental health care focuses on clinical recovery and symptom remission. This model’s efficacy is influenced by therapist trust in patient recovery potential and the depth of the therapeutic relationship. Schizophrenia is a chronic illness with severe symptoms where the possibility of recovery is a matter of debate. As artificial intelligence (AI) becomes integrated into the health care field, it is important to examine its ability to assess recovery potential in major psychiatric disorders such as ...
Abstract ; Background: Recommender systems help narrow down a large range of items to a smaller, personalized set. NarraGive is a first-in-field hybrid recommender system for mental health recovery narratives, recommending narratives based on their content and narrator characteristics (using content-based filtering) and on narratives beneficially impacting other similar users (using collaborative filtering). NarraGive is integrated into the Narrative Experiences Online (NEON) intervention, a web application providing access to the NEON Collecti ...
Alan J Budney ; Will M Aklin ; Mary F Brunette ; Jesse Dallery ; Ashley A Knapp
The Role of Perceived Loneliness in Youth Addictive Behaviors: Cross-National Survey Study ; Iina Savolainen ; Markus Kaakinen ; Hye-Jin Paek
Related Article ; Background: Many existing scales for microstressor assessment do not differentiate between objective (ie, observable) stressor events and stressful cognitions or concerns. They often mix items assessing objective stressor events with items measuring other aspects of stress, such as perceived stressor severity, the evoked stress reaction, or further consequences on health, which may result in spurious associations in studies that include other questionnaires that measure such co...
Abstract ; Background: New Zealand youth, especially those of Māori and Pacific descent, have high rates of depression, anxiety, and self-harm, but have low rates of help-seeking from mental health professionals. Apps, computerized therapy, and other digital tools can be effective, highly scalable treatments for anxiety and depression. Co-design processes are often used to foster engagement with end users, but this does not always lead to high levels of engagement. Objective: We aimed to carry...