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Applying Natural Language Processing Techniques to Map Trends in Insomnia Treatment Terms on the r/Insomnia Subreddit: Infodemiology Study.
J Med Internet Res
January 2025
Division of Sleep Medicine, Harvard Medical School, Boston, MA, United States.
Background: People share health-related experiences and treatments, such as for insomnia, in digital communities. Natural language processing tools can be leveraged to understand the terms used in digital spaces to discuss insomnia and insomnia treatments.
Objective: The aim of this study is to summarize and chart trends of insomnia treatment terms on a digital insomnia message board.
Reducing self-stigma among survivors of childhood maltreatment: Randomized controlled trial of a brief video intervention.
Psychol Trauma
January 2025
Department of Psychiatry, Columbia University Irving Medical Center.
Objective: Survivors of childhood maltreatment (CM) often experience self-stigma, the internalization of negative attitudes such as shame, self-blame, and a reluctance to disclose their experiences. These self-perceptions pose a significant barrier to treatment-seeking and may exacerbate psychiatric distress. Prior research indicates that social contact-based interventions are effective in reducing stigma, but no study to date has examined their impact on self-stigma and increasing openness to treatment-seeking among CM survivors.
View Article and Find Full Text PDFA randomized trial of virtual reality eye movement desensitization and reprocessing therapy for major depressive disorder with childhood trauma: A 3-month follow-up study.
Psychol Trauma
January 2025
Department of Psychiatry, First Affiliated Hospital of Jinan University.
Objective: Eye movement desensitization and reprocessing therapy (EMDR) is effective in treating major depressive disorder (MDD) with childhood trauma, and virtual reality (VR) can further extend its application form. However, the utilization of VR-EMDR in treating MDD with childhood trauma is still in its infancy, and whether it can improve depressive symptoms and traumatic experience remains unknown.
Method: Seventy-two MDD patients were randomly allocated to the intervention group and the wait-list control group on a 1:1 basis.
Validation of a transdiagnostic psychopathology ecological momentary assessment protocol in a university student sample.
Psychol Assess
January 2025
Maastricht University, Faculty of Psychology and Neuroscience, Department of Clinical Psychological Science.
Ecological momentary assessment (EMA) collects real-time data in daily life, enhancing ecological validity and reducing recall bias. An EMA questionnaire that measures symptoms and transdiagnostic factors was recently developed with network modeling purposes. This study examines this EMA protocol's (a) subjective experience (e.
View Article and Find Full Text PDFCommon and uncommon risky drinking patterns in young adulthood uncovered by person-specific computational modeling.
Psychol Addict Behav
January 2025
Department of Psychology, University of Michigan.
Objective: Alcohol use offers social benefits for young adults, but also carries risk of significant negative consequences. Better understanding of processes driving alcohol use for those who experience negative consequences can prevent these harms. These at-risk young adults likely have drinking patterns in common and patterns unique to each individual.
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