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

BACKGROUND: Scholars have used data from in-person interviews, administrative systems, and surveys for sexual violence research. Using Twitter as a data source for examining the nature of sexual violence is a relatively new and underexplored area of study. OBJECTIVE: We aimed to perform a scoping review of the current literature on using Twitter data for researching sexual violence, elaborate on the validity of the methods, and discuss the implications and limitations of existing studies. METHODS: We performed a literature search in the following 6 databases: APA PsycInfo (Ovid), Scopus, PubMed, International Bibliography of Social Sciences (ProQuest), Criminal Justice Abstracts (EBSCO), and Communications Abstracts (EBSCO), in April 2022. The initial search identified 3759 articles that were imported into Covidence. Seven independent reviewers screened these articles following 2 steps: (1) title and abstract screening, and (2) full-text screening. The inclusion criteria were as follows: (1) empirical research, (2) focus on sexual violence, (3) analysis of Twitter data (ie, tweets or Twitter metadata), and (4) text in English. Finally, we selected 121 articles that met the inclusion criteria and coded these articles. RESULTS: We coded and presented the 121 articles using Twitter-based data for sexual violence research. About 70% (89/121, 73.6%) of the articles were published in peer-reviewed journals after 2018. The reviewed articles collectively analyzed about 79.6 million tweets. The primary approaches to using Twitter as a data source were content text analysis (112/121, 92.5%) and sentiment analysis (31/121, 25.6%). Hashtags (103/121, 85.1%) were the most prominent metadata feature, followed by tweet time and date, retweets, replies, URLs, and geotags. More than a third of the articles (51/121, 42.1%) used the application programming interface to collect Twitter data. Data analyses included qualitative thematic analysis, machine learning (eg, sentiment analysis, supervised machine learning, unsupervised machine learning, and social network analysis), and quantitative analysis. Only 10.7% (13/121) of the studies discussed ethical considerations. CONCLUSIONS: We described the current state of using Twitter data for sexual violence research, developed a new taxonomy describing Twitter as a data source, and evaluated the methodologies. Research recommendations include the following: development of methods for data collection and analysis, in-depth discussions about ethical norms, exploration of specific aspects of sexual violence on Twitter, examination of tweets in multiple languages, and decontextualization of Twitter data. This review demonstrates the potential of using Twitter data in sexual violence research.

Gender-based violence against women during the COVID-19 pandemic: recommendations for future.

BACKGROUND: Gender-based violence (GBV) includes any physical, sexual, psychological, economic harms, and any suffering of women in the form of limiting their freedom in personal or social life. As a global crisis, COVID-19 has exposed women to more violence, which requires serious actions. This work aims to review the most critical dimensions of the GBV against women, effective factors on it, and strategies for combating it during the COVID-19 pandemic in order to provide recommendations for future pandemics. METHODS: This study was conducted based on PRISMA-ScR. First, PubMed, Embase, Scopus, Web of Science, ProQuest, and Google Scholar were searched in April 2021 with no time limitation and location using the related keywords to COVID-19 and GBV. The searched keywords were COVID-19, gender-based violence, domestic violence, sexual violence, women, violence, abuse, and their synonyms in MESH and EMTREE. Duplicates were removed, titles and abstracts were screened, and then the characteristics and main results of included studies were recorded in the data collection form in terms of thematic content analysis. RESULTS: A total of 6255 records were identified, of which 3433 were duplicates. Based on inclusion criteria 2822 titles and abstracts were screened. Finally, 14 studies were eligible for inclusion in this study. Most of these studies were conducted in the United States, the Netherlands, and Iran, mostly with interventional and qualitative methods. CONCLUSIONS: Strengthening ICT infrastructure, providing comprehensive government policies and planning, government economic support, social support by national and international organizations should be considered by countries worldwide. It is suggested that countries provide sufficient ICT infrastructure, comprehensive policies and planning, economic support, social support by collaboration between national and international organizations, and healthcare supporting to manage incidence of GBV against women in future pandemics.

A Study on the Analysis of and Educational Solution for Digital Sex Crimes in Korea.

With the development and spread of information and communication technology, our society is experiencing side effects of digital culture while also benefiting from various digital cultures. Representative side effects have spread significantly, including Internet addiction, copyright infringement, personal information infringement, and digital sex crimes. Digital sex crimes are very serious crimes, and we must find their causes and strongly prevent and deal with them at the social level. In this study, the causes and routes of occurrence of digital sex crimes in Korea are analyzed using statistics on digital sex crimes at the national level over the past four years. The statistical analysis results are as follows. First, the main victims of digital sex crimes are women in their teens and twenties, though the number of male victims is steadily increasing. Second, illegal filming is the most common type of digital sex crime, but it is not statistically significant. In other words, various digital sex crimes are occurring evenly. Third, the relationship between the victim and the perpetrator demonstrates the most temporary relationship, and there is no significant correlation between direct and indirect recognition with respect to the route of crime recognition. Finally, deletion by a digital platform is the highest for adult sites compared to other platforms. Based on these analysis results, this study proposes educational countermeasures to digital sex crimes, such as the need for early education to prevent digital sex crimes and the diversification of crime-reporting methods via the establishment of an educational portal site.

Characterizing the Differences in Descriptions of Violence on Reddit During the COVID-19 Pandemic.

Concerns have been raised over the experiences of violence such as domestic violence (DV) and intimate partner violence (IPV) during the COVID-19 pandemic. Social media such as Reddit represent an alternative outlet for reporting experiences of violence where healthcare access has been limited. This study analyzed seven violence-related subreddits to investigate the trends of different violence patterns from January 2018 to February 2022 to enhance the health-service providers' existing service or provide some new perspective for existing violence research. Specifically, we collected violence-related texts from Reddit using keyword searching and identified six major types with supervised machine learning classifiers: DV, IPV, physical violence, sexual violence, emotional violence, and nonspecific violence or others. The increase rate (IR) of each violence type was calculated and temporally compared in five phases of the pandemic. The phases include one pre-pandemic phase (Phase 0, the date before February 26, 2020) and four pandemic phases (Phases 1-4) with separation dates of June 17, 2020, September 7, 2020, and June 4, 2021. We found that the number of IPV-related posts increased most in the earliest phase; however, that for COVID-citing IPV was highest in the mid-pandemic phase. IRs for DV, IPV, and emotional violence also showed increases across all pandemic phases, with IRs of 26.9%, 58.8%, and 28.8%, respectively, from the pre-pandemic to the first pandemic phase. In the other three pandemic phases, all the IRs for these three types of violence were positive, though lower than the IRs in the first pandemic phase. The findings highlight the importance of identifying and providing help to those who suffer from such violent experiences and support the role of social media site monitoring as a means of informative surveillance for help-providing authorities and violence research groups.

Prevalence and Correlates of Non-Dating Sexual Violence, Sexual Dating Violence, and Physical Dating Violence Victimization among U.S. High School Students during the COVID-19 Pandemic: Adolescent Behaviors and Experiences Survey, United States, 2021.

The COVID-19 pandemic created an environment of disruption and adversity for many adolescents. We sought to establish the prevalence of non-dating sexual violence, sexual dating violence, and physical dating violence victimization among adolescents during the COVID-19 pandemic and to investigate whether experiences of disruption and adversity placed adolescents at greater risk for these forms of interpersonal violence. We conducted a secondary analysis of data from the Adolescent Behavior and Experiences Survey, collected January to June 2021 from a nationally representative sample of U.S. high school students (N = 7,705). Exposures included abuse by a parent; economic, housing, and food and nutrition insecurity; interpersonal connectedness; and personal well-being. Among female students, 8.0% experienced non-dating sexual violence; 12.5% experienced sexual dating violence; and 7.7% experienced physical dating violence. Among male students, 2.2% experienced non-dating sexual violence; 2.4% experienced sexual dating violence; and 4.9% experienced physical dating violence. Among female students, both emotional and physical abuse by a parent was related to non-dating sexual violence, emotional abuse was related to sexual dating violence, and physical abuse was related to physical dating violence. Among males, emotional abuse by a parent was related to physical dating violence and physical abuse by a parent was related to sexual dating violence. Hunger was associated with sexual and physical dating violence among female students and homeless was associated with physical dating violence among male students. Although there were differences by sex, abuse by a parent, hunger, and homelessness created precarity that may have increased the likelihood that adolescents would be exposed to risky peer or dating relationships. Adolescents need support that stops and prevents experiences of non-dating sexual and dating violence connected to interventions that address adversities experienced during the COVID-19 pandemic.

Knowledge and Experience of Sexual Violence among Female Adolescents in Public Schools in Enugu State during the Covid-19 Pandemic.

Sexual violence among female adolescents is a pervasive problem. This is even worse in periods of unrest such as the COVID-19 pandemic, which heighten the vulnerability of these female adolescents' victims to the potential perpetrators of sexual violence. This study assessed the knowledge and experience of sexual violence amongst female adolescents in public schools in Enugu State, Nigeria, during the COVID-19 pandemic. Three hundred twenty-five adolescents (aged 10-19 years with a mean age of 12.8 ±2.8) female school students were purposively recruited in this cross-sectional study to complete a scale designed to measure the knowledge and experience of sexual violence among female adolescents. Findings showed a high (90.8%) knowledge level of sexual violence among adolescents. The majority of the perpetrators were their uncles (40.4%) and cousins (28.6%). Among 9.8% of the participants who had forced to have sex, about two-thirds (65.6%) have been raped 2 to 5 times. A significant difference was noted only between the respondent's class levels and their knowledge of sexual violence (p < .05) with higher classes having better knowledge. Female adolescents showed a good knowledge level about sexual violence, which might explain the low prevalence of sexual violence in the sample population. The study also provides evidence that females are most at risk of sexual violence from closer relations during times of crisis. Thus, these study findings add evidence to the literature that would guide policymakers, health, and social workers toward making campaigns and interventions that would prevent female adolescent sexual violence.

Emergency department visits in Connecticut for survivors of sexual assault before and during the COVID-19 pandemic.

STUDY OBJECTIVE: We evaluate the impact of the COVID-19 pandemic on care for survivors of sexual assault in three urban Emergency Departments (ED) in the United States. METHODS: A retrospective chart review was conducted on patients who presented after sexual assault to three EDs during 6-month intervals before and during the COVID-19 pandemic. We excluded individuals <18 years old. We performed a structured chart review to ascertain demographics, ED treatments, and adherence to guidelines for care of sexual assault survivors. RESULTS: Of 105 patients who received care after a sexual assault, 57 presented during the COVID-19 pandemic. The majority were female, White/Caucasian, and presented within 120 h of sexual assault. There was an increase in ED presentations for sexual assault during the pandemic. While there was no difference in medical care, there were fewer sexual assault advocates called during the pandemic. In addition, there was an increase in non-White survivors in the first 3 months of the pandemic that did not remain at 6 months. CONCLUSION: The care of survivors in the ED was disrupted by the COVID-19 pandemic. While medical care remained similar, fewer calls to sexual assault advocates, a key component of ED and long-term care of survivors, demonstrate a disruption in their care.

"Feel the need to prepare for Armageddon even though I do not believe it will happen": Women Veterans' Firearm Beliefs and Behaviors during the COVID-19 Pandemic, Associations with Military Sexual Assault and Posttraumatic Stress Disorder Symptoms.

AIMS: Firearm purchasing increased within the U.S. during the coronavirus disease 2019 pandemic. While rates of firearm ownership and suicide are elevated among women Veterans compared to women non-Veterans, no studies have examined if and how firearm beliefs and behaviors changed among women Veterans during the pandemic. We examined women Veterans' changes in firearm beliefs and engagement in firearm behaviors during the early pandemic era. METHOD: 3,000 post-9/11 era women Veterans were invited to participate in a survey. 501 respondents (May-December 2020) comprised the sample for this concurrent nested mixed-method analysis. Thematic analysis and log-binomial regression were used. RESULTS: 13.88% (n = 69) of women Veterans in our sample reported changes in their firearm beliefs; 22.15% (n = 109) reported engaging in firearm behaviors. The most prevalent reported behaviors were making household firearms more accessible (16.13%) and purchasing ammunition (11.97%). Smaller percentages reported carrying a firearm more frequently (6.71%), loading previously unloaded firearms (5.69%), or purchasing a firearm (4.24%). Thematic analysis suggested firearm behaviors were likely driven by a perceived increased need to protect oneself, family, and property due to: (1) uncertainties brought on by the pandemic; (2) pandemic-related threats necessitating self-defense, preparedness, and self-sufficiency; (3) political, social, and racial unrest and protests. PTSD symptom severity and military sexual assault history were associated with higher prevalence of changes in firearm beliefs and engagement in firearm behaviors during the pandemic. DISCUSSION: Consideration of women Veterans' prior experiences and pandemic-related factors may be necessary to contextualize firearm discussions and inform future research. Given associations of military sexual assault and PTSD symptoms with firearm beliefs and behaviors, it may be crucial to ensure that such discussion are trauma-informed.

An evaluation of a rapid conversion to teleSANE in response to COVID-19.

Sexual Assault Nurse Examiners (SANEs) provide expert, comprehensive medical forensic care to patients who present for services following a sexual assault. Because SANEs are not consistently available, telehealth technology is being explored as a means to provide access to this expert care (i.e., teleSANE). During the COVID-19 pandemic, teleSANE offered additional potential benefits by reducing the length of time spent and number of providers in patient exam rooms, the need for personal protective equipment that was in high demand and short supply, and provider anxiety related to providing in-person care. In the summer of 2020, the Massachusetts SANE program rapidly and temporarily converted five hospitals from in-person SANE care to teleSANE. An evaluation team interviewed 23 providers using a rapid research and evaluation methods approach to assess the temporary model and inform the future of SANE care. Evaluation findings reveal it is possible to rapidly and temporarily convert hospitals from in-person to teleSANE care in a time of broad uncertainty, and that such a change requires intensive and thoughtful planning; a shared commitment to being supportive, flexible, and responsive; and specific experience and expertise. Considerations for communities exploring how best to ensure consistent, equitable access to SANEs are discussed.

Violence Against Women - A Global Perspective.

Gender-based violence (GBV) affects more than 700 million women and girls, worldwide, manifesting systemically (eg, human trafficking) and at the interpersonal level (eg, rape, intimate partner violence) and conveying significant negative economic, social, mental, and physical health impacts. It is important for the clinician to be prepared for providing emergency, urgent, and longer-term care to women who are survivors of GBV. Panzi Hospital in the Democratic Republic of the Congo provides an example of person-centered, holistic care for survivors of GBV, including conflict-related and nonconflict-related sexual violence.

Population-Level Trends in Emergency Department Encounters for Sexual Assault Preceding and During the COVID-19 Pandemic Across Ontario, Canada.

Importance: Lockdown measures and the stress of the COVID-19 pandemic are factors associated with increased risk of violence, yet there is limited information on trends in emergency department (ED) encounters for sexual assault. Objective: To compare changes in ED encounters for sexual assault during the COVID-19 pandemic vs prepandemic estimates. Design, Setting, and Participants: This retrospective, population-based cohort study used linked health administrative data from 197 EDs across Ontario, Canada, representing more than 15 million residents. Participants included all patients who presented to an ED in Ontario from January 11, 2019, to September 10, 2021. Male and female individuals of all ages were included. Data analysis was performed from March to October 2022. Exposures: Sexual assault, defined through 27 International Statistical Classification of Diseases and Related Health Problems, Tenth Revision, procedure and diagnoses codes. Main Outcomes and Measures: Ten bimonthly time periods were used to compare differences in the frequency and rates of ED encounters for sexual assault between 2020 to 2021 (during the pandemic) compared with baseline prepandemic rates in 2019. Rate differences (RDs) and age adjusted rate ratios (aRRs) and Wald 95% CIs were calculated using Poisson regression. Results: From January 11, 2019, to September 10, 2021, there were 14 476 656 ED encounters, including 10 523 for sexual assault (9304 [88.4%] among female individuals). The median (IQR) age was 23 (17-33) years for female individuals and 15 (4-29) years for male individuals. Two months before the pandemic, ED encounters increased for sexual assault among female individuals (8.4 vs 6.9 cases per 100 000; RD, 1.51 [95% CI, 1.06 to 1.96]; aRR, 1.22 [95% CI, 1.09 to 1.38]) and male individuals (1.2 vs 1.0 cases per 100 000; RD, 0.19 [95% CI, 0.05 to 0.36]; aRR, 1.19 [95% CI, 0.87 to 1.64]). During the first 2 months of the pandemic, the rates decreased for female individuals (4.2 vs 8.3 cases per 100 000; RD, -4.07 [95% CI, -4.48 to -3.67]; aRR, 0.51 [95% CI, 0.44 to 0.58]) and male individuals (0.5 vs 1.2 cases per 100 000; RD, -0.72 [95% CI, -0.86 to -0.57]; aRR, 0.39 [95% CI, 0.26 to 0.58]). For the remainder of the study period, the rates of sexual assault oscillated, returning to prepandemic levels during the summer months and between COVID-19 waves. Conclusions and Relevance: These findings suggest that lockdown protocols should evaluate the impact of limited care for sexual assault. Survivors should still present to EDs, especially when clinical care or legal interventions are needed.

Violence and sexual abuse rates before and during the Covid-19 pandemic: A prospective population-based study on Norwegian youth.

BACKGROUND: Considerable concern is raised as to whether the pandemic has led to an increase in violence and sexual abuse against children. OBJECTIVE: The present study objective is to provide rates of violence and sexual abuse against adolescents the year before the pandemic compared to one year into the pandemic. PARTICIPANTS AND SETTING: Two samples of Norwegian 12-16-year-olds were approached. A representative pre-pandemic sample of 9240 adolescents (M age (SD) = 14.11(0.88), and a sample recruited one year into the pandemic resulting in 3540 responses (M age (SD) = 14.5 (0.96)). METHODS: An online survey was administered during school hours including established measures of violence and sexual abuse exposure. Sociodemographic characteristics were assessed. RESULTS: There was 1.4 percentage point increase in sexual abuse by an adult, and a 3.9 percentage point decrease in psychological violence by a parent during the pandemic compared to the year before the pandemic. Otherwise, violence and sexual abuse rates remained stable across these two time periods. Risk factors for violence and sexual abuse were amplified during the pandemic. CONCLUSION: Norway, a high-income welfare state, imposed measures to counteract the burden of the pandemic mitigation actions for adolescents. This might partly explain the absence of the feared increase in violence towards adolescents. The disproportionate risk for violence and sexual abuse for some groups of adolescents is however concerning, and should be followed up over time.

Sexual Violence Trends before and after Rollout of COVID-19 Mitigation Measures, Kenya.

COVID-19 mitigation measures such as curfews, lockdowns, and movement restrictions are effective in reducing the transmission of SARS-CoV-2; however, these measures can enable sexual violence. We used data from the Kenya Health Information System and different time-series approaches to model the unintended consequences of COVID-19 mitigation measures on sexual violence trends in Kenya. We found a model-dependent 73%-122% increase in reported sexual violence cases, mostly among persons 10-17 years of age, translating to 35,688 excess sexual violence cases above what would have been expected in the absence of COVID-19-related restrictions. In addition, during lockdown, the percentage of reported rape survivors receiving recommended HIV PEP decreased from 61% to 51% and STI treatment from 72% to 61%. Sexual violence mitigation measures might include establishing comprehensive national sexual violence surveillance systems, enhancing prevention efforts during school closures, and maintaining access to essential comprehensive services for all ages and sexes.

Examining the Use of Mobile Technology to Deliver Tailored Sexual Assault Prevention in a Classroom Environment in the Military: Development and Usability Study.

BACKGROUND: Advances in mobile technology over the last 10 years have expanded its use in scientific research. However, there are challenges in creating a reliable system for intervention content delivery and data collection in an environment with limited internet connectivity and limited staffing capacity. The Sexual Communication and Consent (SCC) study used tablets to provide individualized Sexual Assault Prevention and Response training in a classroom environment that was both technologically and support staff limited. OBJECTIVE: We developed the SCC Basic Military Training app and a separate Sexual Assault Response Coordinator app to support individualized training within the new SCC program. This paper presents the functionality, protocols, challenges, and feasibility of deploying mobile technology in an educational environment in the military with limited resources. METHODS: We developed both mobile apps targeting the Apple iOS ecosystem. The Basic Military Training app provided a screening instrument that routed the trainee into 1 of 5 specific intervention programs. Over 2 days of basic military training set 2 weeks apart, trainees received a combined 6 hours of program-specific tablet training, combined with universal, interactive classroom training, led by qualified instructors. The Sexual Assault Response Coordinator app, used to deliver supplemental content to a subgroup of trainees, was made available for voluntary and private use at the Sexual Assault Response Coordinator's office on base. All anonymous data were manually transferred onto laptops, where the data were aggregated into files and securely transferred to the project staff for analysis. The study was conducted at the Lackland Air Force Base, Joint Base San Antonio, with 9196 trainees providing the data. RESULTS: A total of 7742 trainees completed both the sessions of the SCC program and a series of evaluative assessments. Some trainees did not receive day 2 training, and only received day 1 training because the COVID-19 pandemic shortened the study period. Of the 190 SCC classes taught, only one class was unable to complete tablet training because of Apple licensing-related technology failure. The 360 study tablets were distributed across 3 classrooms (120 per classroom) and were handled at least 16,938 times with no reports of breakage or requiring replacement. Wi-Fi access limitations exacerbated the complexity of Apple licensing revalidation and the secure transfer of data from the classroom to project personnel. The instructor staff's limited technical knowledge to perform certain technical tasks was challenging. CONCLUSIONS: The results demonstrated the feasibility of deploying a mobile app for tablet-based training in a military educational environment. Although successful, the study was not without technical challenges. This paper gives examples of technical lessons learned and recommendations for conducting the study differently, with the aim that the knowledge gained may be helpful to other researchers encountering similar requirements.

Incidence of Emergency Department Visits for Sexual Abuse Among Youth in Hong Kong Before and During the COVID-19 Pandemic.

This cohort study assesses the incidence of emergency department (ED) visits in Hong Kong, China, for sexual abuse among youth before and during the COVID-19 pandemic.

Campus Sexual Violence Prevention and Response: Lessons from a Pandemic to Inform Future Efforts.

The COVID-19 pandemic forced institutions of higher education to transition and work in ways that were new and innovative. Even though most colleges and universities transitioned to a virtual platform, the issues that students face continued, including sexual violence (SV). For many campus prevention and response professionals, reaching students during the pandemic posed unique challenges. The COVID-19 pandemic began when the project team was 18-months into a 4-year grant to administer and evaluate the efficacy of a SV prevention and response app, uSafeUS®, at 15 4-year colleges. In this paper, we describe the transition of engaging students with the app in traditional in-person settings to remote and hybrid learning settings. The project team, in collaboration with the campus partners, devised new ways to use the app to support victims of SV and their allies, along with campus professionals in their efforts to support students. These efforts included changes to collaboration (e.g., virtual platforms) and student engagement strategies. We describe how the lessons learned from this transition are important for continuing to engage campus communities in SV prevention and response, even as campuses slowly transitioned back to hybrid and in-person activities. The knowledge gained from this transition are attributable to an ongoing and open collaboration between campus practitioners and the project team.