AIMC Topic: Self-Help Groups

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The lived experience of gambling-related harm in natural language.

Psychology of addictive behaviors : journal of the Society of Psychologists in Addictive Behaviors Sep 9, 2024
OBJECTIVE: Gambling-related harms can have a significant negative impact on disordered gamblers, lower risk gamblers, and affected others. Yet, most disordered and lower risk gamblers will never seek formal treatment, often due to the stigma and sham...
Natural Language Processing Self-Help Groups Gambling Humans Emotions
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Self-help groups and opioid use disorder treatment: An investigation using a machine learning-assisted robust causal inference framework.

International journal of medical informatics Jun 24, 2024
OBJECTIVES: This study investigates the impact of participation in self-help groups on treatment completion among individuals undergoing medication for opioid use disorder (MOUD) treatment. Given the suboptimal adherence and retention rates for MOUD,...
Humans Adult Male Middle Aged Machine Learning Female Young Adult Assessment of Medication Adherence Adolescent Opioid-Related Disorders Self-Help Groups
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Natural Language Processing Reveals Vulnerable Mental Health Support Groups and Heightened Health Anxiety on Reddit During COVID-19: Observational Study.

Journal of medical Internet research Oct 12, 2020
BACKGROUND: The COVID-19 pandemic is impacting mental health, but it is not clear how people with different types of mental health problems were differentially impacted as the initial wave of cases hit.
Betacoronavirus Pneumonia, Viral Coronavirus Infections Borderline Personality Disorder Self-Help Groups Anxiety Adolescent Suicidal Ideation Stress Disorders, Post-Traumatic Social Media Natural Language Processing Humans Pandemics Male COVID-19 Global Health Young Adult Female Middle Aged Adult SARS-CoV-2 Mental Health
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Can online support groups address psychological morbidity of cancer patients? An artificial intelligence based investigation of prostate cancer trajectories.

PloS one Mar 4, 2020
BACKGROUND: Online Cancer Support Groups (OCSG) are becoming an increasingly vital source of information, experiences and empowerment for patients with cancer. Despite significant contributions to physical, psychological and emotional wellbeing of pa...
Humans Artificial Intelligence Aged Adult Self-Help Groups Emotions Prostatic Neoplasms Male Morbidity Middle Aged Time Factors
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Machine learning to support social media empowered patients in cancer care and cancer treatment decisions.

PloS one Oct 18, 2018
BACKGROUND: A primary variant of social media, online support groups (OSG) extend beyond the standard definition to incorporate a dimension of advice, support and guidance for patients. OSG are complementary, yet significant adjunct to patient journe...
Self-Help Groups Community Networks Internet Information Dissemination Patient Participation Decision Making Machine Learning Social Media Aged Quality of Life Prostatic Neoplasms Adult Aged, 80 and over Social Support Male Emotions Humans Middle Aged
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Creating a place for caregivers in personal health: the iHealthSpace copilot program and diabetes care.

Journal of diabetes science and technology Jan 1, 2011
BACKGROUND: As America's baby boom generation reaches retirement, the number of elders, and, in turn, the number of lay individuals who support them, will continue to increase. With the important services caregivers provide, it is critical that we re...
Health Records, Personal Personal Space Models, Biological Self-Help Groups Caregivers Health Services Needs and Demand User-Computer Interface Humans Health Diabetes Mellitus Adult Personal Health Services Internet Pilot Projects
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Probing Social Support and Self-Disclosure Within Chinese Online Domestic Violence Support Groups: Leveraging Multiple Machine Learning Approaches.

Journal of community psychology Jul 1, 2025
This study examines how domestic violence victims can effectively disclose their experiences in online support groups to receive meaningful support, and how community members can provide that support. Analyzing 3455 posts and 55,787 replies from Chin...
Middle Aged China Social Support Young Adult Humans Adult Self-Help Groups Machine Learning Male Self Disclosure Emotions Female Domestic Violence East Asian People Internet
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