AIMC Topic: Help-Seeking Behavior

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Exploring mental health literacy on twitter: A machine learning approach.

Journal of affective disorders Apr 22, 2025
OBJECTIVES: This study investigates whether reducing mental illness stigma, enhancing help-seeking efficacy, and maintaining positive mental health mediate the relationship between the recognition of mental disorders and help-seeking attitudes.
Humans Machine Learning Mental Disorders Mental Health Social Media Social Stigma Health Literacy Help-Seeking Behavior
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The help-seeking process and predictors of mental health care use among individuals with depressive symptoms: a machine learning approach.

Frontiers in public health Nov 20, 2024
PURPOSE: The goal of the study was to identify the most important influences on professional healthcare use of people with depressive symptoms. We incorporated findings from research areas of health behaviors, stigma, and motivation to predict the he...
Humans Machine Learning Female Adult Male Middle Aged Depression Surveys and Questionnaires Mental Health Services Intention Germany Social Stigma Patient Acceptance of Health Care Help-Seeking Behavior
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Help seeking behavior by women experiencing intimate partner violence in india: A machine learning approach to identifying risk factors.

PloS one Feb 3, 2022
BACKGROUND: Despite the low prevalence of help-seeking behavior among victims of intimate partner violence (IPV) in India, quantitative evidence on risk factors, is limited. We use a previously validated exploratory approach, to examine correlates of...
Humans Machine Learning Female Risk Factors Young Adult Adult Middle Aged Adolescent Health Surveys India Intimate Partner Violence Help-Seeking Behavior
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