Resource Tag: CONTENT ANALYSIS (COMMUNICATION)

This project describes content analysis of text with to identify suicidal tendencies and types. This article also describes how to make a sentence classifier that uses a neural network created using various libraries created for machine learning in the Python programming language. Attention is paid to the problem of teenage suicide and “groups of death” […]

Suicide notes are an important warning sign for suicidal behaviors. The aim of this exploratory research is (a) to contribute to understanding the place of suicide notes in the spectrum of suicidal behaviors in Portugal, and (b) to analyze the content remembered by individuals regarding a suicide note. Two complementary studies were carried out. In […]

Background In most countries, men complete suicide at twice the rate of women; masculinity plays an important role in placing men at a greater risk of suicide. This study identifies and describes trends in the topics discussed within the masculinity and suicide literature and explores changes over time. Methods We retrieved publications relating to masculinity […]

Objective Individuals experiencing suicidal ideation increasingly use social media to communicate with peers. The literature shows mixed results of its impact and lack of in-depth explorations of closed social media groups. Aim was to explore how members of a closed peer-to-peer social media group for individuals experiencing suicidal ideation communicate and perceive of their membership. […]

Background Assessment of the depiction of suicidal behavior in motion pictures would reveal the social representation of suicide that would foster suicide prevention in a country. Objectives We aimed to assess how suicidality has been depicted in Nepali movies by scrutinizing their contents against the sociodemographic checklist and WHO media guidelines for suicidal reporting. Methods […]

Understanding the mindset of people who end their lives by suicide remains a key research challenge. To this aim, we reconstruct conceptual associations and emotional perceptions of 139 authors of genuine suicide notes,  i.e., notes written moments before ending one’s own life. Our methods are grounded in cognitive network science, text analysis and psychometrics. We […]

Suicide is a leading cause of death in the US. Online posts on social media can reveal valuable information about individuals with suicidal ideation and help prevent tragic outcomes. However, studying suicidality through online posts is challenging, as people may not be willing to share their thoughts directly due to various psychological and social barriers. […]

Eekeeluak Avalak, an 18-year-old Inuk wrestler who won the first-ever gold medal for Nunavut at the Canada Summer Games in 2022, dedicated his win to his late brother who died by suicide in 2015. Avalak openly attributed sport – specifically wrestling – to saving his own life. This story raises important questions about the role […]

Introduction: With the increasing utilization of text-based suicide crisis counseling, new means of identifying at risk clients must be explored. Natural language processing (NLP) holds promise for evaluating the content of crisis counseling; here we use a data-driven approach to evaluate NLP methods in identifying client suicide risk. Methods: De-identified crisis counseling data from a regional text-based […]

Background: Firearm suicide has been more prevalent among males, but age-adjusted female firearm suicide rates increased by 20% from 2010 to 2020, outpacing the rate increase among males by about 8 percentage points, and female firearm suicide may have different contributing circumstances. In the United States, the National Violent Death Reporting System (NVDRS) is a comprehensive […]

Background: The new reality of cybersuicide raises challenges to ideologies about the traditional form of suicide that does not involve the internet (offline suicide), which may lead to changes in audience’s attitudes. However, knowledge on whether stigmatizing attitudes differ between cybersuicides and offline suicides remains limited. Objective: This study aims to consider livestreamed suicide as a typical […]

Background: There is substantial variability, by culture, in suicide rates, and also in suicide beliefs and attitudes. Suicide beliefs and attitudes predict actual suicidality. They also are elements of cultural scripts of suicide. Most suicide-scripts research has been conducted in Anglophone countries. Aims: This study investigates women’s and men’s suicide scripts in Italy. Methods: Italy’s suicide scripts, including beliefs about […]

Objectives: Suicide rates in India are amongst the highest in the world, resulting in an estimated 250,000 suicide deaths annually, and suicide rates in the state of Chhattisgarh are more than double the national average. Responsible media reporting is one of the few  population-level suicide prevention interventions. To inform media interventions, the objective of our […]

Purpose: Among Asian-American/Pacific Islander, Hispanic/Latinx, and Black youth, the US born have higher risk of suicidal thoughts and behaviors (attempts and death-by-suicide) than first-generation migrants. Research has focused on the role of acculturation, defined as the sociocultural and psychological adaptations from navigating multiple cultural environments. Methods: Using content analysis, we conducted a scoping review on acculturation-related experiences […]

Background: While considerable attention has been given to explanations for youth suicide, less is known about the reasons that young people themselves give for suicidality. Research on online communications gives an opportunity to investigate the real-time reasons young people give for feeling suicidal. Aims: This study aimed to identify the reasons that young people provide for feeling suicidal […]

Background: Little is known about presenting problems of primary posters (i.e., posters opening the thread) and their responders in nonprofessional against-suicide and pro-suicide message boards. Aims: We aimed to compare problems described in suicide message boards between different types of users (primary posters and respondents) and between against-suicide, neutral, and pro-suicide message boards. Method: In all, 1,182 archival threads with […]

With the increased awareness of situations of mental crisis and their societal impact, online services providing emergency support are becoming commonplace in many countries. Computational models, trained on discussions between help-seekers and providers, can support suicide prevention by identifying at-risk individuals. However, the lack of domain-specific models, especially in low-resource languages, poses a significant challenge […]

Suicide is one of the most serious social health issues that exists in today’s culture. Suicidal ideation, also known as suicidal thoughts, refers to people’s plans to commit suicide. It can be used as a suicide risk  measure. India is among the top countries among in the world to have annual suicide rate. Social networks […]

The present study was designed to compare the content of 113 suicide notes from attempted suicides, completed suicides and a nonsuicidal group asked to write possible suicide notes. The content analysis  examined formal, syntactical and grammatical characteristics, as well as speech patterns and verbal expressions. The letters from attempted and completed suicides had five significant […]

Context: Despite an increase in research evidence on media compliance with suicide reporting guidelines globally, evidence from Nigeria seems to be relatively limited. Aim: This study assessed the prevalence of World Health Organization (WHO) helpful/harmful suicide reporting cues in suicide stories reported by Nigerian newspapers in 2021. Setting and Design: The setting is the entire […]

Objective: This study aims to understand the processes underlying self-harmful thoughts and behaviors, with and without suicidal intent, among LGBTQ+ young people. Method: Nineteen semi-structured interviews took place between October 2019 and May 2020. Participants were aged between 16 and 25 years, had experiences of self-harm ideation and behaviors, and were part of the LGBTQ+ umbrella. A […]

Background: Religion and spirituality can be valuable resources in coping with bereavement. There is a paucity of studies focusing specifically on their role in suicide bereavement, although there are indications that religion/spirituality can be helpful for suicide survivors. Aims: The study explores the role of religion and/or spirituality in suicide bereavement by analyzing this theme in online memorials […]

Background: In populations where mental health resources are scarce or unavailable, or where stigma prevents help-seeking, the Internet may be a way to identify and reach at-risk persons using self-report validated screening tools as well as to characterize individuals seeking health information online. Aims: We examined the feasibility of delivering an Internet-based Chinese-language depression and suicide screener […]