Research out of George Mason University, appearing in Violence Against Women, points to the obstacles that discourage disclosure of sexual violence, with most survey respondents expressing doubt that official channels would handle their situations adequately or without adding to their distress.
Research and survivor advocacy groups have found that people who experience sexual violence at university typically weigh several competing factors before seeking help — among them personal safety, the risk of being disbelieved, potential institutional consequences, social stigma, and the psychological burden that comes with speaking out.
Roughly a quarter of undergraduates at American universities say they have encountered some form of sexual violence, with many of those incidents never making it into official records. People belonging to racially minoritised communities, gender-diverse populations, and LGBTQIA+ groups — along with cisgender women — encounter sexual violence at disproportionately elevated rates compared with other groups. Those who live through traumatic events may find that both their psychological wellbeing and their ability to engage with schoolwork are affected in the aftermath.
To map the forces guiding sexual violence survivors toward or away from support and resources, researchers drew on survey data collected from students across the University of California system, ultimately producing a conceptual tool they named the Survivors' Calculus. Sara Wilf, an assistant professor of social work and the paper's lead author, explained that the Survivors' Calculus framework was developed to capture how people who have experienced sexual violence encounter layered systemic obstacles when trying to access safe and appropriate support — obstacles that begin at the moment of the initial trauma and persist throughout the process of seeking help.
Past experiences among survivors have been found to influence the choices they make, according to the framework. Four thematic pillars give the framework its structure. The first addresses personal discovery, internal inquiry, and the consequences that follow from acts of reporting. Finding avenues for both emotional and professional backing ranked third among the identified priorities, while oversight of logistical arrangements and privacy-related concerns falls under the fourth.
Questionnaires completed by students, faculty, and staff at multiple University of California campuses gave researchers a picture — drawn from participants' own accounts — of which individuals and organisations proved most or least useful to those who had experienced sexual violence, along with the factors that kept many from reaching out for help. Researchers built the framework as one component of a wider investigation into how people who have survived harm navigate support-seeking within university settings.
Some students have described their interactions with the Title IX office and campus police as compounding rather than alleviating the distress they had already endured. Some advocates and researchers argue that institutional reporting channels — including law enforcement and Title IX offices — may prioritise accountability for those accused over the recovery needs of those who come forward.
Among the additional findings, those who experienced harm expressed a preference for private, culturally responsive support that accounts for their individual backgrounds and lived circumstances. Confidential campus advocates and therapists — those who could hold survivors' disclosures in strict privacy — ranked as the most valued sources of support in survivors' own accounts.
People belonging to groups such as LGBTQIA+ communities and racially minoritised populations encounter a heavier set of institutional obstacles when attempting to reach safe, trauma-informed care than those outside these groups do. Research indicates that people identifying as LGBTQIA+ or belonging to racial minority groups are less likely to turn to available support systems after experiencing harm, and those who do tend to encounter poorer outcomes throughout that process.
The frequency and consequences of sexual violence at universities have led researchers to express hope that institutions will adopt this framework as a tool for identifying support approaches that avoid retraumatising those affected. Wilf noted that those who have experienced such violence weigh a range of considerations when deciding whether to seek help, and that other researchers are encouraged to apply the framework within their own institutional contexts to examine those factors more closely. Wilf also noted that the study's findings — particularly those pointing toward a wraparound model of care and survivors' preference for advocates who reflect their own identities — carry direct implications for policymakers, education leaders, social workers, and community organisations working to ensure that survivors are not left to navigate available resources without assistance.
Among the contributors listed as co-authors are Kalani Philips, affiliated with the University of California, Irvine; Laura Knittig, whose institutional home is Sam Houston State University; Leila Chiddick, Rachel LaPointe, and Victoria Copeland, all three connected to the University of California, Los Angeles; Rina Rossi, whose academic base is CUNY; and Stephanie Kathan, attached to California State University. Backing for the research came from three UCLA-based sources: the Center for the Study of Women — Barbra Streisand Center, a social justice award honouring Frank D. Gilliam Jr., and a grant programme operating under the Bruin Advocacy banner.
