Quantifying the magnitude and potential influence of missing data in campus sexual assault surveys: A systematic review of surveys, 2010–2016

Objective: To understand how missing data may influence conclusions drawn from campus sexual assault surveys. Methods: We systematically reviewed 40 surveys from 2010–2016. We constructed a pseudo-population of the total population targeted across schools, creating records proportional to the respective response rate and reported sexual assault prevalence. We simulated the effects of 9 scenarios where the sexual assault prevalence among nonresponders differed from that of responders. Results: The surveys represented a total female undergraduate population of 317,387 with only 77,966 (24.6%) survey responses. Among responders, 20.4% reported experiences of sexual assault. However, prevalence of sexual assault could theoretically range from 5.0 to 80.4% under extreme assumptions about prevalence in nonresponders. Smaller, but still significant differences were observed with less extreme assumptions. Conclusions: Missing data are widespread in campus sexual assault surveys. Conclusions drawn from these incomplete data are highly sensitive to assumptions about the sexual assault prevalence among nonresponders.     

Schools must include faculty and staff in sexual violence prevention efforts

Creating a normative campus environment intolerant to sexual violence is important for prevention. While prevention initiatives focusing on students are vital, faculty and staff have a central role in supporting and sustaining a comprehensive strategy for preventing campus sexual violence. Nationwide, colleges and universities recently implemented campus climate surveys. At Emory, we decided to survey faculty and staff as well as students, motivated by our use of an ecological framing of campus sexual violence. Faculty and staff are long-term members of the community, and can provide stability and continuity that reinforces prevention efforts prioritized for students. We recommend that schools use a trauma-informed approach to guide the involvement of faculty and staff in prevention. We encourage colleges and universities to consider the experiences and needs of their faculty and staff, as professionals who serve as leaders on campus and as those who guide students through their academic experiences.     

Examining the Institutional Features Influencing Sexual Assault at Small Colleges and Universities*

This article explores the relationships between institutional features of small college and university campuses and the levels of reported sexual assault. Using the mandated reporting of crime on campus through the Clery Act, we look at the combined levels of reported sexual assault for the years 2012 and 2013 at the main campuses of all accredited non‐profit, four‐year, residential, undergraduate colleges and universities in the United States that have a student body size of 2,000–2,999 students, N = 198. We find that the presence of a Greek life system, alcohol policy, religious affiliation, and the proportion of male students all influence the levels of reported sexual assault at colleges and universities, with alcohol policy being the strongest influence.     

Disclosure of sexual assault experiences among undergraduate women at historically black colleges and universities (HBCUs)

ABSTRACT

Objective: To document the sexual assault disclosure experiences of historically black college or university (HBCU) students. Participants: A total of 3,951 female, undergraduate students at 4 HBCUs. Methods: All women at the participating schools were recruited in November 2008 to participate in a Web-based survey including both closed- and open-ended questions. Survey data were weighted for nonresponse bias. Results: The majority of sexual assault survivors disclosed their experience to someone close to them, but disclosure to formal supports, particularly law enforcement agencies, was extremely rare. Nonreporters had concerns about the seriousness of the incident and their privacy. On the basis of qualitative data, strategies identified by students to increase reporting included more education and awareness about sexual assault, more survivor services and alternative mechanisms for reporting, and better strategies for protecting the confidentiality of survivors. Conclusions: Official sexual assault victimization data are of limited utility in conveying the extent of sexual assault among HBCU students, and efforts to increase reporting, such as peer education and enhanced confidentiality procedures, are needed.     

The magnitude and potential impact of missing data in a sexual violence campus climate survey

Abstract

Objective: Assess the impact of survey non-response and non-completion for a campus climate survey. Participants: Intended for all degree-seeking students at a large, public, midwestern university, November 2014. Methods: The survey covered sexual assault experiences and related attitudes. We identify the magnitude and potential impact of survey non-response by comparing demographic data between respondents and non-respondents, sexual assault prevalence between early and late respondents, and demographic and attitudinal data between survey completers and partial completers. Results: Demographic groups were differentially represented in the survey. Sexual assault prevalence based on survey results may be underestimated for men, overestimated for women. Sensitive questions did not increase drop-off. Students completing more of the survey differed from those completing less. Conclusions: Colleges must plan survey administration and data sensitivity analysis to reduce potential for bias. Resources for sexual assault-related needs based on estimates from campus climate surveys with high non-response will likely be misallocated.     

Women's self‐defense and sexual assault resistance: The state of the field

Public attention to sexual assault has increased dramatically over the last decade, spurring questions about how it can be prevented. One approach that has received scant attention is women's self‐defense training (sometimes known as sexual assault resistance training). This neglect is curious because empowerment‐based women's self‐defense (ESD) training is so far the only approach that has produced substantively significant decreases in victimization rates. In this article, I review the research evidence on women's self‐defense training. Does resisting a sexual assault affect the outcome of sexual violence? Does self‐defense training further reduce women's risk of violence? What are the other consequences of self‐defense training? How does self‐defense work for different groups of women—for example, those who have survived prior victimizations? Are the critiques of women's self‐defense training valid? Finally, what do we still need to learn about women's self‐defense? Overall, I argue that this evidence presents a compelling case that women's self‐defense training should be central to any efforts to prevent sexual violence.     

Routine activities and sexual assault: an analysis of individual- and school-level factors

The efficacy of routine activities theory is examined to explain sexual assault on the college campus. Although many research studies have utilized routine activities theory to predict sexual assault using individual-level factors, little is known about the effect of school-level factors on a student's risk of sexual assault. Based on interviews from 3,036 randomly selected students and surveys from 11 randomly selected colleges in the United States, a hierarchical linear model was created to predict student victimizations by school characteristics. For the individual, results reveal that being female, drug use, and marital status are statistically significant for predicting the probability of a sexual assault. At the institutional level, however, none of the variables are significant in predicting sexual assault among college coeds. Policy implications for prevention measures on college campuses are discussed.     

Bystander Attitudes to Prevent Sexual Assault: A Study of College Students in the United States,Japan, India,Vietnam, and China

College women are at a high risk of sexual assault. Although programs that aim to change bystander behaviors have been shown to be potentially effective in preventing sexual assault on campuses in the United States, little is known about bystander behaviors outside of the United States. The purpose of this study was to explore and compare factors affecting bystander behaviors regarding sexual assault intervention and prevention among undergraduate students in the United States, Japan, India, Vietnam, and China. A total of 1,136 students participated in a self-reported survey. Results demonstrate substantial variations across countries. Bystander behaviors are associated with multilevel factors, including gender, knowledge of individuals who have experienced a sexual assault, and knowledge about campus or community organizations.     

The alcohol contexts of consent,wanted sex,sexual pleasure,and sexual assault: Results from a probability survey of undergraduate students

Objective: To examine, in a probability sample of undergraduate students, characteristics of students’ most recent sexual experiences (including alcohol use) as well as their experiences with nonconsensual sex. Participants: In January and February 2015, 22,046 students were invited to participate in an anonymous, cross-sectional, Internet-based survey; 7,032 surveys were completed (31.9%). Methods: Measures included background characteristics (age, gender, sexual orientation), most recent sexual event items (sexual pleasure, wantedness, alcohol use), and experiences with nonconsensual sex (since college and lifetime). Results: Respondents reporting sober consensual sex were more likely to report higher levels of sexual pleasure and wantedness. Nonconsensual oral, vaginal, or anal penetration occurring during college were reported by 15.8% of women and 7.7% of men. Students more often told friends, partners, or family members and rarely disclosed to university faculty or police. Conclusions: Implications for campus policy and health education are addressed.     

Black Women's experiences of sexual assault and disclosure: Insights from the margins

Black women experience higher rates of sexual assault or rape than their White counterparts and the U.S. Department of Justice finds only one Black woman out of 15 will report her rape. This article reviews the literature on the ways in which Black women's sexual assault disclosure experiences are framed by their unique social space at the margins of society due to systemic oppression based on race, gender, and class (Settles, Pratt‐Hyatt, and Buchanan). We situate this review around three major areas of marginalization: (a) the delegitimization of Black women as victims of rape, (b) the social construction of Black women as inordinately strong, and (c) the sanctioning of intraracial sexual assault disclosure. Despite a call for action by Angela Davis in 1985, Black women's unique and varied intersectional experiences around sexual assault and disclosure are understudied. We implore scholars to continue this important research and conclude this article with insights on future research and activism.     

Patient Problems Encountered at a Student Health Service

Abstract

Objective: To assess how Ohio colleges conform to recommendations that address barriers to reporting sexual assault. Participants: A study sample of Ohio 4-year colleges (N = 105). Methods: College Web sites were examined between March and November 2011 for their availability of sexual assault policies using 8 measures. Results: Of the colleges in the sample, 66% had an online sexual assault policy. Less than 1% of colleges included definitions for applicable sexual offenses in the Ohio Revised Code. All colleges with a policy included on-campus personnel to whom a victim could report. Approximately 25% and 31% of colleges included confidential or 24/7 reporting options, respectively. Conclusions: Many colleges are failing to offer basic reporting options to victims of sexual assault. Having a clearly labeled sexual assault policy on a campus Web site that includes 24/7 reporting options and defines acts of sexual assault can aid victims in the reporting process.     

Gender Differences in Heterosexual College Students' Conceptualizations and Indicators of Sexual Consent: Implications for Contemporary Sexual Assault Prevention Education

Because sexual assault is often defined in terms of nonconsent, many prevention efforts focus on promoting the clear communication of consent as a mechanism to reduce assault. Yet little research has specifically examined how sexual consent is being conceptualized by heterosexual college students. In this study, 185 Midwestern U.S. college students provided responses to open-ended questions addressing how they define, communicate, and interpret sexual consent and nonconsent. The study aimed to assess how college students define and communicate consent, with particular attention to gender differences in consent. Results indicated no gender differences in defining consent. However, there were significant differences in how men and women indicated their own consent and nonconsent, with women reporting more verbal strategies than men and men reporting more nonverbal strategies than women, and in how they interpreted their partner's consent and nonconsent, with men relying more on nonverbal indicators of consent than women. Such gender differences may help to explain some misunderstandings or misinterpretations of consent or agreement to engage in sexual activity, which could partially contribute to the occurrence of acquaintance rape; thus, a better understanding of consent has important implications for developing sexual assault prevention initiatives.     

Unwanted sexual contact on campus: a comparison of women's and men's experiences

While sexual victimization continues to be a problem on college campuses, recent attention has been drawn to understanding gender differences in victimization rates and consequences. To date, these studies remain relatively few in number. The current study surveyed 651 male and female undergraduate students about unwanted sexual experiences during 1 academic year. Comparison of men and women revealed expected differences in incidence rates, with women reporting higher rates of unwanted contact. Within the subsample of reported victims, however, there was gender similarity in terms of the context of unwanted sexual experiences. Analyses also revealed the negative consequences of these experiences for both men and women and low rates of disclosure regardless of gender. Across the full sample of students surveyed, there were interesting gender differences in knowledge of campus support services, with women more likely to have attended a prevention program and to have indicated greater knowledge of rape crisis services.     

Parent‐Adolescent Communication About Sex: Retrospective Reports by Latino College Students

Latina female (n= 97) and Latino male (n= 69) college students (M age = 21.4 years) completed self‐report surveys regarding family of origin experiences, including sexual communication with parents while growing up. Latino parents of this comparatively highly educated sample tended to use direct rather than indirect strategies for communicating about sexuality with their children. Young women reported higher levels of sexual communication with mothers while growing up than did young men, and respondents reported less communication with fathers than mothers. Among young women, sexual communication with mother was positively associated with non‐Mexican origin and negatively associated with having older brothers living at home. In contrast, maternal education was positively associated with mother‐son communication about sex. Paternal education and the absence of older brothers positively predicted communication with both sons and daughters. The analyses provide novel information regarding sexual communication in Latino families and suggest directions for future research.     

Conveying campus sexual misconduct policy information to college and university students: Results from a 7-campus study

ABSTRACT

Objective: To examine the efficacy of different methods (ie, in-class policy reading; in-class policy reading and discussion; no reading or discussion) to deliver campus sexual misconduct policy information to students on 7 campuses. Participants: A total of 1,195 participants at 7 colleges and universities participated in the study from August to October 2014. Participants were randomly assigned at the class level and completed pretest and posttest surveys assessing knowledge of campus policy and resources and confidence to seek help for sexual assault. Results: Students exposed to a larger dosage of material (in-class policy reading plus discussion) showed greater positive changes in attitudes and knowledge than students who did not receive information or were only read the policy. However, on some indices, students who were only read the policy showed positive outcomes compared with students receiving no intervention. Conclusion: Colleges and universities must use engaging methods to disseminate campus sexual misconduct policies to students.     

Combining Primary Prevention and Risk Reduction Approaches in Sexual Assault Protection Programming

Abstract

Objective: The object of this study is to extend prior evaluations of Elemental, a sexual assault protection program that combines primary prevention and risk reduction strategies within a single program. Participants and Methods: During 2012 and 2013, program group and control group students completed pretest, posttest, and 6-week and 6-month follow-up surveys assessing sexual attitudes and knowledge as well as experiences with assault. Results: The results reinforce previous findings that Elemental is effective in reducing sexual assault risk. Program effects were both direct, in that participation was associated with lower risk of assault, and mediated, in that participation impacted attitudes and beliefs that are empirically linked to risk of later assault. Conclusions: By combining both primary prevention and risk reduction approaches, Elemental is not only effective at reducing incidences of assault, it is also consistent with a number of recent recommendations for directions in sexual assault prevention programming.     

Sexual violence on the college campus: a template for compliance with federal policy

OBJECTIVE: The author introduces a template, the Model Policy for the Prevention and Response to Sexual Assault, to assist institutions of higher education to benchmark campus policy compliance with federal laws directed at sexual assault. The author presents a detailed review of policy criteria recommended by the National Institute of Justice. The author proposes 2 unique criteria not found in the National Institute of Justice report for consideration for a comprehensive campus sexual assault policy. CONCLUSION: The template provides an inclusive system to benchmark campus sexual assault policies. Conforming to the template provides compliance with federal laws and demonstrates that the campus fosters a climate that does not tolerate sexual violence.     

Intimate partner violence,trauma, and mental health need among female community college students

ABSTRACT

Objective: The impact of interpersonal violence on college students has received considerable attention, yet no studies have been conducted among community college students, who comprise 40% of all American college students, and have unique risk factors and needs. Community College students are more likely to be women, people of color, working, parenting, and first generation college students. Participants: Data were collected from a simple random sample from four community colleges (n=435). Methods: A cross-sectional quantitative survey was used to assess the extent of intimate partner violence, trauma exposure, sexual violence, and associated mental health consequences among female students. Results: Over 27% of participants reported IPV in the past year, while 25% reported sexual assault and 34% reported other uncomfortable sexual experiences in their lifetime. Nearly 20%of participants were currently reporting PTSD symptoms. Conclusions: Community Colleges should work with service providers to build their capacity to respond to students' needs.     

Sexual Violence on the College Campus: A Template for Compliance With Federal Policy

Objective: The author introduces a template, the Model Policy for the Prevention and Response to Sexual Assault, to assist institutions of higher education to benchmark campus policy compliance with federal laws directed at sexual assault. The author presents a detailed review of policy criteria recommended by the National Institute of Justice. The author proposes 2 unique criteria not found in the National Institute of Justice report for consideration for a comprehensive campus sexual assault policy. Conclusion: The template provides an inclusive system to benchmark campus sexual assault policies. Conforming to the template provides compliance with federal laws and demonstrates that the campus fosters a climate that does not tolerate sexual violence.