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Psychological and Behavioral Insights From Social Media Users: Natural Language Processing-Based Quantitative Study on Mental Well-Being.
JMIR Form Res
January 2025
Smith School of Business, Queen's University, Kingston, ON, Canada.
Background: Depression significantly impacts an individual's thoughts, emotions, behaviors, and moods; this prevalent mental health condition affects millions globally. Traditional approaches to detecting and treating depression rely on questionnaires and personal interviews, which can be time consuming and potentially inefficient. As social media has permanently shifted the pattern of our daily communications, social media postings can offer new perspectives in understanding mental illness in individuals because they provide an unbiased exploration of their language use and behavioral patterns.
View Article and Find Full Text PDFBackground: Previous studies on public compliance with policies during pandemics have primarily explained it from the perspectives of motivation theory, focusing on normative motivation (trust in policy-making institutions) and calculative motivation (fear of contracting the disease). However, the social amplification of a risk framework highlights that the media plays a key role in this process.
Objective: This study aims to integrate the motivation theory of compliance behavior and the social amplification of risk framework to uncover the "black boxes" of the mechanisms by which normative motivation and calculative motivation influence public policy compliance behavior through the use of media.
The Impact of Child and Adolescent Inpatient Psychiatric Admissions Out-of-Area or to Adult Wards: A Systematic Review.
Br J Hosp Med (Lond)
December 2024
Institute of Mental Health, School of Medicine, University of Nottingham, Nottingham, UK.
Child and adolescent psychiatric inpatient admissions out-of-area or to adult wards are frequently discussed in the national media. No previous systematic reviews have investigated the impact of such admissions. Systematic searches of MEDLINE, Embase, CINAHL, PsycINFO, PsycArticles, King's Fund, Google Scholar, The Health Foundation, Social Care Online, Cochrane Library, Royal College of Psychiatrists, Web of Science and Econ light databases were conducted alongside grey literature searches.
View Article and Find Full Text PDFHumanizing processes after harm part 1: patient safety incident investigations, litigation and the experiences of those affected.
Front Health Serv
January 2025
School of Healthcare, University of Leeds, Leeds, United Kingdom.
Background: There is a growing international policy focus on involving those affected by healthcare safety incidents, in subsequent investigations. Nonetheless, there remains little UK-based evidence exploring how this relates to the experiences of those affected over time, including the factors influencing decisions to litigate.
Aims: We aimed to explore the experiences of patients, families, staff and legal representatives affected by safety incidents over time, and the factors influencing decisions to litigate.
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