4.7 Review

Using Twitter-Based Data for Sexual Violence Research: Scoping Review

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Health Care Sciences & Services

#DomesticViolence During the COVID-19 Global Pandemic: An Analysis of Public Commentary via Twitter

Gabriela Lopez et al.

Summary: This study analyzed Twitter commentary on intimate partner violence during the COVID-19 pandemic. Users expressed concerns about potential increases in violence and shared details about abuse tactics used by perpetrators during the lockdown mandates. Personal experiences of IPV victimization were also disclosed. The findings highlight the potential of social media networks in raising awareness and providing useful resources for potential victims/survivors.

DIGITAL HEALTH (2022)

Article Social Work

#Domestic Violence Isn't Stopping for Coronavirus .......: Intimate Partner Violence Conversations on Twitter during the Early Days of the COVID-19 Pandemic

Abha Rai et al.

Summary: The study analyzed discussions about intimate partner violence on Twitter during the COVID-19 pandemic, identifying five main themes including the increase and impact of violence, resources for support, general discussions, personal experiences, and others. The study highlighted the potential role of social media in preventing intimate partner violence and emphasized directions for future research and innovation.

JOURNAL OF EVIDENCE-BASED SOCIAL WORK (2022)

Article Criminology & Penology

Sexual Victimization Among Men: A Qualitative Analysis of the Twitter Hashtag #UsToo

Katherine W. Bogen et al.

Summary: This study examined the use of the hashtag #UsToo on Twitter to disclose or comment on men's experiences of sexual victimization. The findings revealed that users provided both positive and negative responses to the hashtag. Despite the popularity of the #MeToo hashtag, Twitter users were unlikely to utilize the #UsToo hashtag to disclose personal experiences of sexual victimization.

JOURNAL OF INTERPERSONAL VIOLENCE (2022)

Article Criminology & Penology

Social Media Activism and Convergence in Tweet Topics After the Initial #MeToo Movement for Two Distinct Groups of Twitter Users

Jason M. Baik et al.

Summary: Our study analyzed the conversation topics on Twitter by supporters of the #MeToo movement and users not involved in the movement. Supporters had already discussed sexual assault and harassment before #MeToo, with a significant increase in these discussions after the movement began. Non-supporters did not focus on sexual assault and harassment before #MeToo, but there was a slight increase in discussion on this topic post-movement.

JOURNAL OF INTERPERSONAL VIOLENCE (2022)

Article Criminology & Penology

Negative Attitudes and Beliefs Toward the #MeToo Movement on Twitter

Meena Nutbeam et al.

Summary: This study qualitatively analyzed social media posts on Twitter related to the #MeToo movement to examine negative attitudes and beliefs surrounding sexual assault. Findings revealed that individuals exhibited invalidation, disbelief, and concerns regarding the movement, as well as questioned the integrity of the movement itself, highlighting ongoing challenges in societal attitudes towards sexual assault despite current interventions and social movements.

JOURNAL OF INTERPERSONAL VIOLENCE (2022)

Article Public, Environmental & Occupational Health

#notokay: challenging sexual violence through digital health activism

Roma Subramanian et al.

Summary: The #notokay campaign used digital platforms to encourage women to share their experiences of sexual assault, creating a grassroots health activist discourse and exposing the pervasiveness of sexual violence. It aimed to dispel rape myths, challenge mainstream conceptualizations, and raise awareness of the issue in the public and political sphere.

CRITICAL PUBLIC HEALTH (2022)

Article Computer Science, Interdisciplinary Applications

Twitter Activism and Ethical Witnessing: Possibilities and Challenges of Feminist Politics Against Gender-Based Violence

Sonia Nunez Puente et al.

Summary: This article examines the role of digital activism in the feminist movement in Spain (8M) against gender-based violence. By analyzing hashtags on Twitter, it delves into how digital feminist activism challenges the representation of gender-based violence and the role of testimony and social interactions in this process.

SOCIAL SCIENCE COMPUTER REVIEW (2021)

Article Psychology, Social

Uncivil Reactions to Sexual Assault Online: Linguistic Features of News Reports Predict Discourse Incivility

Hannah Stevens et al.

Summary: Reports of sexual assault can lead to uncivil online discourse, with linguistic characteristics of news media and platform community norms interacting to predict expressions of rape culture in responses to these reports. The study used a computerized coding tool to analyze negative emotion, disagreement, and discussions about power relations, alongside machine learning to measure levels of toxic comments on Reddit and Twitter posts sharing news reports of sexual assault.

CYBERPSYCHOLOGY BEHAVIOR AND SOCIAL NETWORKING (2021)

Article Geriatrics & Gerontology

Modern Senicide in the Face of a Pandemic: An Examination of Public Discourse and Sentiment About Older Adults and COVID-19 Using Machine Learning

Xiaoling Xiang et al.

Summary: The study found that ageist content is prevalent in discussions about older adults and COVID-19 on Twitter, and information on the platform influences public perceptions of risk and methods for controlling the pandemic.

JOURNALS OF GERONTOLOGY SERIES B-PSYCHOLOGICAL SCIENCES AND SOCIAL SCIENCES (2021)

Article Health Care Sciences & Services

Public Sentiment and Discourse on Domestic Violence During the COVID-19 Pandemic in Australia: Analysis of Social Media Posts

Kim Usher et al.

Summary: This study analyzed public discourse and sentiment related to domestic violence during COVID-19 lockdown periods in Australia in 2020. It found that sentiment and discourse analysis on social media data is useful for measuring public expression of feelings and sharing of resources on domestic violence. The study identified both negative and neutral sentiments towards the rise in domestic violence during lockdown, as well as neutral and positive sentiments towards efforts to raise awareness and support victims.

JOURNAL OF MEDICAL INTERNET RESEARCH (2021)

Article Psychology, Multidisciplinary

Breaking the silence on sexual harassment and assault: An analysis of #MeToo tweets

Chloe Drewett et al.

Summary: This study categorized #MeToo tweets into three main categories: Facilitated Self-Disclosure, Messages of Support, and Calling Out Poor Behaviour. Most of the disclosure tweets involved experiences of sexual assault and childhood experiences.

COMPUTERS IN HUMAN BEHAVIOR (2021)

Article Psychology, Multidisciplinary

A Geospatial Analysis of Disclosure of and Social Reactions to Sexual Victimization on Twitter Using #MeToo

Katherine W. Bogen et al.

Summary: Twitter is a space for survivors of sexual violence to share experiences and receive support. Utilizing GIS hotspot analysis of tweets, resources can be targeted to survivors seeking help online. Data indicates certain geographic regions are more active in discussing sexual violence online.

WOMEN & THERAPY (2021)

Article Criminology & Penology

#WhyIDidntReport Women Speak Out About Sexual Assault on Twitter

Jeanine P. D. Guidry et al.

Summary: This study analyzed discussions on Twitter regarding why sexual assault survivors do not report, finding that most posts mentioned specific reasons for not reporting, with concerns about perpetrators in positions of power, fear of not being believed, and others invalidating the assault being prominent reasons. Tweets also mentioned different forms of violence and reasons for not reporting across individual, relational, community, and societal levels in the Social Ecological Model.

JOURNAL OF FORENSIC NURSING (2021)

Article Criminology & Penology

Leaving Was a Process, Not an Event: The Lived Experience of Dating and Domestic Violence in 140 Characters

Heather L. Storer et al.

Summary: This study focuses on reasons why IPV victims stay in abusive relationships, using data from the #WhyIStayed Twitter campaign. Analysis revealed barriers such as lack of awareness about abusive relationship dynamics, internalized social scripts, and structural obstacles affecting victims' decision-making process. Social media has the potential to capture the lived experience of IPV and provide insights into the complexities of leaving abusive relationships.

JOURNAL OF INTERPERSONAL VIOLENCE (2021)

Article Business

#MeToo, #MeThree, #MeFour: Twitter as community building across academic and corporate institutions

Axenya Kachen et al.

Summary: This research examines the relationships between organizations and individuals within the #MeToo movement on Twitter, and how social media can affect power dynamics in reporting sexual harassment and assault. By comparing academia and corporations as cultural institutions, the study explores the differing experiences of sexual harassment survivors facing persecution. It contributes to the existing literature by analyzing the semantic meaning, valence, and emotionality of tweets in university and corporate contexts, and discussing the historical amplification of #MeToo, Twitter as a social movement mechanism, and the impact of power, retaliation, and risk on survivors of sexual violence and harassment across institutions.

PSYCHOLOGY & MARKETING (2021)

Article Communication

Networked feminism: counterpublics and the intersectional issues of #MeToo

Verity Trott

Summary: This study examines over 200,000 tweets from the first three days of #MeToo to understand how the meaning and narratives of the feminist hashtag were discursively negotiated. It draws attention to the exclusivity of popular and networked feminism and elevates the voices of the multiply marginalized survivors who were erased from the dominant narratives of #MeToo. The study contributes an understanding of the power dynamics within digital feminist networks that reproduce colonial violence and oppression within mainstream neoliberal feminism and academia, and extends support to the existing research that documents how digital networks do not empower marginalized voices equitably.

FEMINIST MEDIA STUDIES (2021)

Article Criminology & Penology

#Me(n)Too? Online Social Support Toward Male and Female Survivors of Sexual Victimization

Hila Lowenstein-Barkai

Summary: Sexual victimization survivors receive widespread support on social networks, with women more likely to receive emotional support and network support, while men are more likely to receive retaliative support.

JOURNAL OF INTERPERSONAL VIOLENCE (2021)

Article Public, Environmental & Occupational Health

Twitter as a tool for social movement: An analysis of feminist activism on social media communities

Manyu Li et al.

Summary: In recent years, social media has been used as a tool for feminist movements to address issues such as sexual assault. This research explores how Twitter users utilize the platform to discuss traumatic experiences and reasons for non-disclosure, as well as engage in digital activism to promote social actions. Twitter hashtags #WhyIDidntReport and #MeToo were analyzed to uncover the psychological impacts, sense of helplessness, and social issues behind social media activism against sexual assault.

JOURNAL OF COMMUNITY PSYCHOLOGY (2021)

Article Public, Environmental & Occupational Health

Sexual Violence Victimization of Youth and Health Risk Behaviors

Kathleen C. Basile et al.

AMERICAN JOURNAL OF PREVENTIVE MEDICINE (2020)

Article Environmental Sciences

Examining the Impact of COVID-19 Lockdown in Wuhan and Lombardy: A Psycholinguistic Analysis on Weibo and Twitter

Yue Su et al.

INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH (2020)

Article Health Care Sciences & Services

Twitter Discussions and Emotions About the COVID-19 Pandemic: Machine Learning Approach

Jia Xue et al.

JOURNAL OF MEDICAL INTERNET RESEARCH (2020)

Proceedings Paper Computer Science, Artificial Intelligence

Digital Social Listening on Conversations About Sexual Harassment

Xuesi Sim et al.

2020 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA) (2020)

Article Social Sciences, Interdisciplinary

Crime and its fear in social media

Rafael Prieto Curiel et al.

PALGRAVE COMMUNICATIONS (2020)

Article Health Care Sciences & Services

The Hidden Pandemic of Family Violence During COVID-19: Unsupervised Learning of Tweets

Jia Xue et al.

JOURNAL OF MEDICAL INTERNET RESEARCH (2020)

Review Psychology, Multidisciplinary

San fermines #1a manada case: An exploratory analysis of social support for victims of sexual violence on Twitter

Maite Aurrekoetxea-Casaus

COMPUTERS IN HUMAN BEHAVIOR (2020)

Article Sociology

Putting women back in their place. Reflections on slut-shaming, the case Asia Argento and Twitter in Italy

Francesca Dragotto et al.

INTERNATIONAL REVIEW OF SOCIOLOGY-REVUE INTERNATIONALE DE SOCIOLOGIE (2020)

Article Health Care Sciences & Services

The #MeToo Movement in the United States: Text Analysis of Early Twitter Conversations

Sepideh Modrek et al.

JOURNAL OF MEDICAL INTERNET RESEARCH (2019)

Article Social Sciences, Interdisciplinary

#sendeanlat (#tellyourstory): Text Analyses of Tweets About Sexual Assault Experiences

Elif G. Ikizer et al.

SEXUALITY RESEARCH AND SOCIAL POLICY (2019)

Article Area Studies

I Would Hate To See Our Good Name Tarnished: Twitter Users Respond to Sexual Assault in Football

Deb Waterhouse-Watson

JOURNAL OF AUSTRALIAN STUDIES (2019)

Article Criminology & Penology

Using Data Mining Techniques to Examine Domestic Violence Topics on Twitter

Jia Xue et al.

VIOLENCE AND GENDER (2019)

Article Psychology, Multidisciplinary

Harnessing big data for social justice: An exploration of violence against women-related conversations on Twitter

Jia Xue et al.

HUMAN BEHAVIOR AND EMERGING TECHNOLOGIES (2019)

Proceedings Paper Computer Science, Artificial Intelligence

Can Women Break the Glass Ceiling?: An Analysis of #MeToo Hashtagged Posts on Twitter

Naeemul Hassan et al.

PROCEEDINGS OF THE 2019 IEEE/ACM INTERNATIONAL CONFERENCE ON ADVANCES IN SOCIAL NETWORKS ANALYSIS AND MINING (ASONAM 2019) (2019)

Article Psychology, Clinical

Sexual Violence Is #NotOkay: Social Reactions to Disclosures of Sexual Victimization on Twitter

Katherine W. Bogen et al.

PSYCHOLOGY OF VIOLENCE (2019)

Proceedings Paper Computer Science, Artificial Intelligence

Analysis of Women Safety in Indian Cities Using Machine Learning on Tweets

Deepak Kumar et al.

PROCEEDINGS 2019 AMITY INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE (AICAI) (2019)

Article Family Studies

All Survivors Have the Right to Heal: A #Metoomen Content Analysis

Lindsey G. Hawkins et al.

JOURNAL OF FEMINIST FAMILY THERAPY (2019)

Article Public, Environmental & Occupational Health

#MaybeHeDoesntHitYou: Social Media Underscore the Realities of Intimate Partner Violence

Heather L. McCauley et al.

JOURNAL OF WOMENS HEALTH (2018)

Proceedings Paper Computer Science, Information Systems

A Quality Type-aware Annotated Corpus and Lexicon for Harassment Research

Mohammadreza Rezvan et al.

WEBSCI'18: PROCEEDINGS OF THE 10TH ACM CONFERENCE ON WEB SCIENCE (2018)

Article Criminology & Penology

A Qualitative Analysis of Disclosing Sexual Victimization by #NotOkay During the 2016 Presidential Election

Katherine W. Bogen et al.

VIOLENCE AND GENDER (2018)

Article Health Care Sciences & Services

Don't quote me: reverse identification of research participants in social media studies

John W. Ayers et al.

NPJ DIGITAL MEDICINE (2018)

Article Sociology

Women Who Stay: A Morality Work Perspective

Jenny L. Davis et al.

SOCIAL PROBLEMS (2018)

Article Communication

Understanding the ways missing and murdered Indigenous women are framed and handled by social media users

Taima Moeke-Pickering et al.

MEDIA INTERNATIONAL AUSTRALIA (2018)

Article Political Science

Tweeting India's Nirbhaya protest: a study of emotional dynamics in an online social movement

Saifuddin Ahmed et al.

SOCIAL MOVEMENT STUDIES (2017)

Review Health Care Sciences & Services

PRESS Peer Review of Electronic Search Strategies: 2015 Guideline Statement

Jessie McGowan et al.

JOURNAL OF CLINICAL EPIDEMIOLOGY (2016)

Article Linguistics

Real men don't hate women: Twitter rape threats and group identity

Claire Hardaker et al.

JOURNAL OF PRAGMATICS (2016)

Article Multidisciplinary Sciences

Studying User Income through Language, Behaviour and Affect in Social Media

Daniel Preotiuc-Pietro et al.

PLOS ONE (2015)

Article Psychology, Clinical

Why I Stayed/Left: An Analysis of Voices of Intimate Partner Violence on Social Media

Jaclyn D. Cravens et al.

CONTEMPORARY FAMILY THERAPY (2015)

Article Public, Environmental & Occupational Health

Being silenced: The impact of negative social reactions on the disclosure of rape

Courtney E. Ahrens

AMERICAN JOURNAL OF COMMUNITY PSYCHOLOGY (2006)