Risk Factors For Victimization Research Articles

Using data fusion with multiple imputation to correct for misclassification in self-reported exposure: a case-control study of cannabis use and homicide victimization

BackgroundCannabis use has been causally linked to violent behaviors in experimental and case studies, but its association with homicide victimization has not been rigorously assessed through epidemiologic research.MethodsWe performed a case-control analysis using two national data systems. Cases were homicide victims from the National Violent Death Reporting System (NVDRS), and controls were participants from the National Survey on Drug Use and Health (NSDUH). While the NVDRS contained toxicological testing data on cannabis use, the NSDUH only collected self-reported data, and thus the potential misclassification in the self-reported data needed to be corrected. We took a data fusion approach by concatenating the NSDUH with a third data system, the National Roadside Survey of Alcohol and Drug Use by Drivers (NRS), which collected toxicological testing and self-reported data on cannabis use for drivers. The data fusion approach provided multiple imputations (MIs) of toxicological testing results on cannabis use for the participants in the NSDUH, which were then used in the case-control analysis. Bootstrap was used to obtain valid statistical inference.ResultsThe analyses revealed that cannabis use was associated with 3.55-fold (95% CI: 2.75–4.35) increased odds of homicide victimization. Alcohol use, being Black, male, aged 21–34 years, and having less than a high school education were also significantly associated with increased odds of homicide victimization.ConclusionsCannabis use is a major risk factor for homicide victimization. The data fusion with MI method is useful in integrative data analysis for harmonizing measures between different data sources.

Psychopathy checklist-youth version scores and recurring victimisation by an intimate partner in a justice-involved sample: A comparison of young men and women using longitudinal data.

People involved in the criminal justice system are at increased risk of recurring intimate partner violent (IPV) victimisation. Experience of trauma is linked to a variety of negative outcomes, including repeated experiences, so it is important to identify factors that may distinguish non-victims, single-event victims and recurring victims at an early stage as this could hold potential for intervention efforts. Research studies have identified individual-level risk factors for IPV victimisation but have not investigated psychopathy traits or sex differences. To examine sex differences in psychopathy scores and later IPV victimisation. Using the Pathways to Desistance study, a longitudinal study of 1354 adjudicated adolescent offenders, relationships between psychopathy checklist-youth version (PCL-YV) scores measured during the baseline wave, independent/control variables in wave 6 and self-reported IPV victimisation in wave 7 were explored using multinomial regression models. Among justice-involved young adults (average age 19), PCL-YV scores differentiated between non-victims, single-event victims and recurring victims. Higher total scores and higher ratings on the antisocial behaviours facet of psychopathy significantly increased the relative risk of recurring victimisation by an intimate partner overall, and specifically of emotional or physical intimate partner violence. For the young women but not the young men, a higher scoring on the interpersonal manipulation facet of psychopathy specifically increased the relative risk of being a recurring victim of any intimate partner violence. Sex-specific differences in relationships between high PVL-YV scores and recurring IPV victimisation can be used to screen for risk of repeated trauma for justice-involved young adults, which may change a trajectory of continued involvement in the criminal justice system to a trajectory of resilience and recovery.

Navigating online perils: Socioeconomic status, online activity lifestyles, and online fraud targeting and victimization of old adults in China

Online fraud poses a growing threat to the well-being of old adults. This study examines the causes and correlates of online fraud targeting and victimization among old adults in China. Drawing insights from the digital inequality theory and lifestyle routine activity theory and utilizing a nationally representative survey of Chinese old adults (N = 4293), this study examines how socioeconomic status and online lifestyle patterns affect their susceptibility to online fraud. The results show that old adults of better socioeconomic status are more likely to be targeted by online frauds, though not necessarily experiencing financial loss. Latent class analysis identifies four online activity lifestyles among old adults: basic, entertainment, risky, and advanced users. Subsequent analysis demonstrates that these lifestyle types predict different risks of online fraud targeting and victimization. Basic users face a heightened risk of being targeted but not necessarily monetary loss. Risky users, while not exhibiting elevated targeting risks compared to basic users, are more susceptible to financial loss once targeted. Advanced users, in contrast to basic users, face elevated risks of being targeted and monetary loss. This study offers new insights into the risk factors for online fraud targeting and victimization among old adults in China, informing the development of effective online fraud prevention programs.

“He flattered me”. A comprehensive look into online grooming risk factors: Merging voices of victims, offenders and experts through in-depth interviews

Online grooming is the process by which an adult uses the Internet to initiate a dynamic of sexual persuasion and victimisation through online contact to obtain an encounter or sexual content from a minor. Although there is an abundant literature of attempts to define the risk factors for grooming, fewer studies have addressed the risk factors qualitatively through direct interviews with offenders, victims and experts. Further understanding such characteristics of the grooming process allows the development and improvement of evidence-based prevention programmes, designed to target specific risk factors. To deepen our understanding of how risk factors operate and how offenders exploit minors’ vulnerabilities, the European H20201 project RAYUELA conducted 15 in-depth interviews with offenders, 8 with victims, and 23 with subject-matter experts from different European countries. The results, based on a categorical content analysis, are consistent with previously reported risk factors for victims. Social isolation was revealed as the most relevant factor. The age of greatest risk is in adolescence due to the characteristics of this developmental stage, among which sexual curiosity stands out. In relation to gender, although girls receive more requests from groomers, boys are more likely to accept them, showing a different perception of the risk. Other relevant factors found non-heterosexual sexual orientation, and poor family communication. In addition, a high percentage of offenders were found to be from the victims’ environment. Thus, a relevant conclusion is that risk factors cannot be separated from structural aspects of the offline reality, such as gender stereotypes and lack of sex education, so focusing on them in prevention may be more effective than addressing exclusively Internet aspects.

Cyberbullying: Risk Factors for Victimization in Rural Schools and the Influence of School Climate.

This study evaluated the prevalence rates and risk factors for cyberbullying victimization and perpetration among 7th-12th grade students (n = 3,396) enrolled in 22 public school districts across Southern Illinois. Risk factors included victimization by traditional bullying, gender identity, cell phone use, and social media usage. We also examined perceptions of school climate and safety. We observed that traditional bullying victimization, gender identity, and social media usage predicted cyberbullying victimization. Similarly, perceptions of school climate and safety were significantly and positively correlated with cyberbullying victimization. In turn, perceptions of school climate and safety predicted cyberbullying perpetration. Rurality was a factor uniquely related to perpetration. Specifically, students from non-rural schools reported higher levels of cyberbullying perpetration than did students from rural schools. Our results underscore the need for intervention and prevention programs to focus on all forms of bullying and parental monitoring of social media accounts.

The Mediating Role of Problematic Alcohol Consumption on the Association Between Pandemic-Related Strains and Domestic Violence Across Six Countries.

Research has documented that domestic violence increased worldwide during the COVID-19 pandemic. Studies have also suggested that alcohol use, which also increased during COVID-19, is a risk factor for domestic violence victimization. However, research has yet to examine whether alcohol consumption mediated the relationship between pandemic-related stressful events and domestic violence. Using structural equation modeling, the current study examines the impact of three types of pandemic-related strains (financial problems, familial problems, and work problems) on individual assessments about whether their drinking became problematic during the pandemic and then whether problematic alcohol use increases the risk of psychological and physical domestic violence. This model was analyzed across six countries: Ukraine, The Netherlands, Pakistan, Denmark, Guatemala, and the United States. Results indicate that the associations between pandemic-related strains and self-assessed problematic drinking varied by country. However, across all countries, problematic alcohol consumption was associated with increased physical and psychological domestic violence victimization. Overall, the findings of the current study support the use of programs that aim to reduce problematic consumption of alcohol with the hopes that they may, in turn, reduce psychological and physical domestic violence victimization.

Understanding Trauma in IPV: Distinguishing Complex PTSD, PTSD, and BPD in Victims and Offenders.

This work aims to shed light on the differential diagnosis of complex post-traumatic stress disorder (cPTSD), post-traumatic stress disorder (PTSD), and borderline personality disorder (BPD) within the context of intimate partner violence (IPV), which represents a highly innovative field of clinical research. To this end, a critical review of the literature was conducted to identify and compare the clinical patterns and symptomatic overlaps among cPTSD, PTSD, and BPD, with an emphasis on their manifestation in both IPV victims and offenders. The results show that despite some symptomatic similarities, cPTSD, PTSD, and BPD have distinct clinical patterns of interpersonal violence. Specifically, disturbances in self-organization (DSO) are more commonly found in offenders, while the diagnosis of cPTSD seems more aligned with the psychological functioning of victims. In addition, cPTSD and specific characteristics of BPD, such as fear of rejection and instability of identity, constitute risk factors for IPV victimization. cPTSD is shown as a predisposing factor not only for IPV victims but also for offenders, while PTSD emerges as a consequential factor. The specific pathways linking PTSD, cPTSD, and BPD with IPV have significant implications for clinical practice. Further research is needed to understand these profiles and the mechanisms linking trauma-related features to IPV, which is crucial for implementing effective violence prevention programs.

Commercial Sexual Exploitation of Children: Research to Inform Promising Approaches in Prevention, Intervention, and Evaluation Research–Introduction to the Special Issue

ABSTRACT The commercial sexual exploitation of children (CSEC) is a public health crises in the United States and results in myriad negative health outcomes. Efficacious CSEC prevention and response efforts are hindered by limited understanding of risk and protective factors for CSEC victimization, knowledge of post-CSEC recovery, best practices for conducting CSEC research, and by a dearth of CSEC research instruments. The contributors of this Special Issue represent a broad array of disciplines, training, and methodological approaches; together, we share the latest developments in prevention, intervention and evaluation for ameliorating the sexual exploitation of children and youth. http://go.unl.edu/projectlive_abmeeting.

Common and Unique Risk Factors for Intimate Partner Violence Victimization Among Sexual and Gender Minority Individuals Assigned Female at Birth.

Sexual and gender minority youth assigned female at birth (SGM-AFAB) are at disproportionately high risk for intimate partner violence victimization (IPVV), yet remain understudied. Using two time points of data collected from 367 SGM-AFAB young people (aged 16-31 years), we tested whether common, general population risk factors (childhood violence, depression, alcohol and cannabis use, and low social support) and unique stigma-related factors (enacted stigma, microaggressions, and internalized stigma) prospectively predicted psychological, physical, sexual, and identity abuse IPVV in the following 6 months. Results indicated that some traditional risk factors, including child abuse, depression, cannabis use, and low social support, raise IPVV risk among SGM-AFAB youth. Microaggressions and internalized stigma represent additional, unique IPVV risk factors in this population. SGM-affirmative efforts to prevent IPVV should address these common and SGM-specific risk factors.

Biopsychosocial risk factors for intimate partner violence perpetration and victimization in adolescents and adults reported after the COVID-19 pandemic onset: a scoping review protocol.

This scoping review aims to provide a comprehensive summary of the biological, psychological, and sociological risk factors for intimate partner violence (IPV) victimization and perpetration reported after the onset of the COVID-19 pandemic. IPV is a significant public health concern, characterized by various forms of violence inflicted by intimate partners. The onset of the COVID-19 pandemic significantly increased the global prevalence of IPV. While prior research has identified factors linked to IPV, the risk factors reported in the literature during this period have not been systematically mapped. Additionally, the similarities and differences in risk factors between perpetration and victimization have not been well delineated. This review will focus on individuals aged 12 years or older involved in dyadic romantic relationships. Primary studies and systematic reviews published from the year 2020 will be included. Full-text papers, preprints, theses, and dissertations published in English will be included. Studies focusing on factors unrelated to IPV risk will be excluded. Non-systematic reviews, opinion pieces, and protocols will also be excluded. Following the JBI methodology for scoping reviews, systematic searches will be conducted for both peer-reviewed and gray literature. Independent reviewers will screen records, select eligible studies, and extract data using a standardized form. Key risk factors will be mapped to explore their interplay. Open Science Framework https://osf.io/c2hkm.

An Attractive Target: Do Perceptions of Physical Attractiveness Shape Victimization Risks in Women’s Prisons?

ABSTRACT Emerging research suggests that physical attractiveness may yield outcomes beyond preferential treatment, such as increasing the vulnerability to victimization during adolescence. Despite growing awareness of individual and institutional victimization risk factors during incarceration, research has yet to consider the role of physical attractiveness. Drawing on survey data collected from 223 women across two Pennsylvania prisons, this article investigates whether perceptions of physical attractiveness operate as protective or risk factors for victimization experienced while incarcerated. Logistic regression results show a significant positive association between interviewer-assessed perceptions of physical attractiveness and incarcerated women’s self-reported resident-on-resident victimization. Dominance analysis results indicate that perceptions of physical attractiveness ranked nearly as high as histories of abuse in predicting incarcerated women’s risk of victimization. This study uncovers an unintended consequence of physical attractiveness for imprisoned women, demonstrating their heightened susceptibility to in-prison victimization.

INTERNET USERS’ PERCEPTION OF THE PREVALENCE OF ONLINE INVESTMENT FRAUD AND VICTIMISATION IN NIGERIA

This study investigated the prevalence of online investment fraud and victimisation among internet users in Nigeria, focusing on sociodemographic characteristics, investment behaviours, victimisation. experiences, and perceptions of fraud risk factors. The study employed a cross-sectional survey design, utilizing Google Forms for data collection and convenience sampling to recruit 164 participants from Ilorin, Kwara State. The study adopted the Routine Activities Theory (RAT) as theoretical framework. Findings reveal that a majority of respondents are young individuals with tertiary education, indicating their susceptibility to online investment fraud due to limited financial experience and a desire for quick financial gains. Notably, over half of the participants actively engage in online investments. In addition, family and friends' recommendations and the pursuit of financial freedom influencing investment decisions significantly. However, a substantial proportion of investors report falling victim to online investment fraud, predominantly through Ponzi/pyramid schemes, crypto currency scams, and forex trading scams. Financial losses vary among victims, with factors such as lack of regulation, poverty, unemployment, and insufficient training on fraud prevention contributing to vulnerability. Statistical analysis indicates a significant relationship between investment experience and the perception of high returns as a risk factor for fraud victimisation. These findings underscore the urgent need for regulatory measures, public awareness campaigns, and educational initiatives to mitigate the risks associated with online investment fraud in Nigeria.

Sextortion: Prevalence and correlates in 10 countries

The growing threat of sexual extortion (”sextortion”) has garnered significant attention in the news and by law enforcement agencies around the world. Foundational knowledge of prevalence and risk factors, however, is still nascent. The present study surveyed 16,693 respondents, distributed equally across 10 different countries, to assess prevalence of victimization and perpetration of threatening to disseminate intimate images. Weighted by gender, age, region, and population, 14.5% of respondents indicated at least one experience of victimization, while 4.8% of respondents indicated perpetration of the same. Demographic risk factors for perpetration and victimization were also assessed. Consistent with findings from other studies, men (15.7%) were 1.17 times more likely to report being victimized compared to women (13.2%), and 1.43 times more likely to report perpetration. LGBTQ+ respondents were 2.07 times more likely to report victimization compared to non-LGBTQ+ respondents, and 2.51 times more likely to report offending behaviors. Age was significantly associated, with younger participants more likely to report both victimization and perpetration experiences. The most common type of perpetrator, as reported by victims, was a former or current partner. Despite the strong likelihood of under-reporting given the topic area, the study found that experiencing threats to distribute intimate content is a relatively commonplace occurrence, impacting 1 in 7 adults. Implications for potential mitigation are discussed.

Campus climate impacts on sexual violence: a Bayesian comparison of undergraduate and community colleges

Objective Sexual violence is endemic on college campuses. Four-year campuses present high-risk environments for sexual violence and heavy episodic drinking is a robust risk factor for victimization. However, limited literature exists on sexual violence at two-year institutions, with most research focused on four-year campuses. We examined whether campus climates affect sexual violence prevalence rates. Participants Sexual misconduct campus climate data from two-year and four-year campus students. Methods We used Bayesian logistic regressions to compare sexual victimization odds between two- and four-year campuses. Results Four-year students were twice as likely to have experienced sexual victimization and 2.5 times more likely to engage in heavy episodic drinking compared to two-year students. The risk of sexual victimization associated with heavy episodic drinking was reliably similar across campus types. Conclusions Campus climates reliably impact student’s risk of sexual victimization. Based on these findings, two- and four-year campuses may need to implement distinct prevention services.

Risk factors of sexual violence perpetration and victimization among adolescents: A study of Norwegian high school students.

Sexual violence among adolescents represents a significant problem in society. In this study, we aimed to examine risk factors for sexual violence perpetration in adolescent men and victimization in adolescent women among a community sample of Norwegian high school students. The participants (560 men and 751 women, aged between 16 and 21 years) responded to online questionnaires covering physical and non-physical forms of sexual harassment and possible risk factors identified in the literature. Last year's prevalence rate of physical sexual perpetration reported by adolescent men was 7%. Comparably, the prevalence of physical sexual victimization reported by adolescent women was 30%. Path analyses suggest that sociosexuality was associated with adolescent men's sexual perpetration indirectly through sexual risk taking, alcohol intoxication, porn exposure, and sexual underperception that in turn was positively associated with undesirable non-physical solicitation from and toward women. In addition, rape stereotypes were associated with perpetration behavior in adolescent men. For adolescent women, sociosexuality was associated with being sexually victimized primarily through sexual risk behavior, alcohol intoxication, and sexual overperception. These factors were again positively associated with sexual derogation from adolescent women and solicitation from adolescent men. Prior sexual abuse victimization was only indirectly associated with victimization. The factors associated with adolescent men's perpetration and adolescent women's victimization were highly similar. Future work aimed at reducing sexual violence in adolescence within the educational context might find it more effective to specifically target non-physical forms of sexual harassment.

Differentiating risk: The association between relationship type and risk of repeat victimization of domestic abuse

Abstract Much of the literature on domestic abuse focuses on those in intimate partner relationships or ex-partners, however, in the UK the Home Office definition also includes those in familial relationships. The Domestic Abuse, Stalking, and Harassment and Honour-Based Violence Risk Assessment assumes homogeneous risk factors across all relationships. This paper therefore examines the risk factors for repeat victimization of domestic abuse by relationship type between the victim and perpetrator in a UK police force. Using police-recorded domestic abuse incident and crime data, a logistic regression model found that the most similar repeat victimization risk profiles for 14,519 victims were amongst partners and ex-partners, with both relationships demonstrating the greatest degree of gender asymmetry, compared with other familial relationships. Physical violence was the strongest predictor of repeat victimization and was a statistically significant predictor for ex-partners, partners, and all familial relationships. Coercive behaviour was also a significant predictor for all relationships apart from partners, but not at the same magnitude as physical abuse. Recognizing the difference in risk by relationship type may assist the police in deciding the most appropriate response and interventions to reduce the risk of further harm.

Examining Individual and Contextual Correlates of Victimization for Juvenile Human Trafficking in Florida.

Despite extant literature on individual-level risk factors for sex trafficking among children and adolescents, little is known about the impact of social and ecological contexts on risk of human trafficking victimization. The purpose of this study was to examine the correlates signaling risk of human trafficking victimization at the individual, family, social, and community levels utilizing a sample of 40,531 justice-involved male and female youth, a small fraction of whom were suspected or verified victims of human trafficking between 2011 and 2015 (N = 801, including 699 female and 102 male youth). Using this sample, we examined differences across individual, family, social, and community characteristics of youth involved in the juvenile justice system who have a history of trafficking victimization and youth without such histories. Series of logistic regression analyses were conducted using varying control groups, created through exact matching and randomized matching groups to address sample imbalances. These analyses indicate that, at the individual level, youth who had experienced childhood adversities were more likely to report human trafficking victimization. Sex differences were found regarding risk factors pertaining to the family and broader socio-ecological contexts. Female youth who had witnessed family violence had an antisocial partner or antisocial friends, or resided in a community with a greater proportion of the population being foreign-born or speaking English less than very well were at heightened risk for human trafficking victimization. Little evidence was found for community-level risk factors of victimization in this specific sample of justice-involved youth. These findings encourage more research to unpack the multilevel correlates of victimizations at the individual, family, social, and community levels, recognizing potential differences between female and male youth regarding the factors that put them at heightened risk for juvenile sex trafficking victimizations. Practice and policy should direct awareness and prevention measures to social and ecological contexts.

The association between social/legal and perceptual aspects of ethnicity and ethnic bullying and victimization

ABSTRACT Controversial findings on the role of school ethnic diversity on ethnic bullying and victimization suggest the relevance of different categorizations of ethnicity in understanding this association. The present study aims to use an operationalization of both social/legal (i.e., citizenship status) and perceptual (i.e., others’ perception of diversity) aspects to analyse the impact of ethnic diversity on ethnic bullying and victimization, considering both individual and classroom-level associations. Participants were 960 students (52% girls; M = 15.19; SD = .60) from 58 first-year high school classrooms. Multilevel analyses showed that the lack of Italian citizenship appeared to be a risk factor for ethnic victimization on both individual and classroom levels, over and above the differences in students’ perceptions. No effects were found for ethnic bullying perpetration.

Unique and shared risk factors for early childhood victimisation and polyvictimisation in a Brazilian population-based birth cohort

Identifying modifiable risk factors for child victimisation and polyvictimisation (exposure to multiple types of victimisation) is critical for informing prevention efforts, yet little evidence is available in low- and middle-income countries. The authors aimed to estimate the prevalence of child victimisation and polyvictimisation, and examine unique and shared risk factors in a population-based cohort in Southern Brazil. Lifetime child victimisation was based on maternal report when children were aged 4 years old (N∼3900) and included five types of victimisation (conventional crime, child maltreatment, peer/sibling victimisation, sexual victimisation, and witnessing/indirect victimisation) and polyvictimisation. Based on a socioecological model, possible risk factors were examined in four levels: community, maternal and family, parent, and child. Conventional crime and peer/sibling victimisation were the most common types of victimisation (46.0 and 46.5%, respectively), followed by witnessing/indirect victimisation (27.0%), and child maltreatment (11.3%). Sexual victimisation had the lowest prevalence (1.4%). One in 10 (10.1%) children experienced polyvictimisation. In general, boys had higher victimisation rates than girls. There were few risk factors related only to specific types of victimisation (e.g., child disability was uniquely associated with child maltreatment and peer/sibling victimisation). Instead, most risk factors were shared across nearly all victimisation types and also associated with polyvictimisation. These shared risk factors were: violent neighbourhood and low social cohesion, maternal adverse childhood experiences, younger maternal age, parental antisocial behaviour, intimate partner violence against mothers, and maternal depression. These findings reveal a general pattern of accumulative risk effects for different types of victimisation and polyvictimisation, rather than unique risk profiles in children aged four year Prevention efforts should target risk factors at multiple levels (e.g.,: community, maternal and family and parent) during early childhood. Wellcome Trust grant 10735_Z_18_Z.

Socioecological Risk and Protective Factors for Sexual Victimization in Post-Secondary Students in Ireland: A Brief Report.

Although numerous predictors of sexual violence (SV) have been identified, there is a need to further explore protective factors and examine the nature and strength of associations between predictors and SV outcomes using a hierarchical predictive model. Cross-sectional data from the My World Survey Post-Second Level (2019) in Ireland were used. The sample contained 8, 288 post-secondary students, 69% female, aged 18 to 25 years (M = 20.25, SD = 1.85). Univariate and multivariate binary logistic regression analyses were conducted to identify correlates of two SV outcomes (i.e., forced/pressured to have sex and being touched in a sexual manner without consent) across societal, community, relationship, and individual levels. Approximately 25% of females and 10% of males reported being forced/pressured to have sex, whereas 55% of females and 23% of males reported being touched in a sexual manner without consent. Key predictors of SV in multivariate analyses included being female and experiencing violence in a romantic relationship, whereas discrimination, living on campus or in rented accommodation (compared with living at home) were also significant predictors of both SV outcomes. Parental conflict, sexual initiation, depressive symptoms, older age, and an avoidant coping style significantly predicted being forced/pressured to have sex, whereas being bullied and engaging in problem drinking were unique predictors of being touched sexually without consent. Findings highlight the importance of considering salient risk and protective factors at the individual, relationship, community and societal level to predict SV and effectively guide the delivery of interventions and support services for post-secondary students affected by SV.