ABSTRACT While the evasion of criminal consequences by elite perpetrators of sexual trafficking is frequently mischaracterized as an anomaly or institutional malfunction, this article theorizes such outcomes as the predictable result of systemic legal design. Utilizing the Jeffrey Epstein matter as a qualitative diagnostic case study, the research maps the “impunity architecture” that systematically insulates extreme wealth from penal accountability. The analysis demonstrates how operational control over exploitation – achieved through privatized logistics and managed vulnerability – deliberately degrades physical evidence. This intentional evidentiary reduction maximizes prosecutorial discretion, directly incentivizing the execution of secret, pre-charge non-prosecution agreements. This precise procedural timing legally excludes survivors from judicial participation under current victim rights frameworks. Concurrently, private governance tools, such as non-disclosure agreements, preserve the offender’s social legitimacy, which actively deters subsequent reporting. Rather than an exception, elite impunity emerges as the patterned deployment of lawful administrative tools. To neutralize the procedural advantages afforded to highly resourced defendants, this article proposes specific structural redesigns: mandatory judicial review for pre-charge settlements, detaching victim consultation rights from prosecutorial timelines, and implementing cross-jurisdictional reporting protocols. Ultimately, restoring accountability requires dismantling the statutory rules that prioritize administrative closure over transparent justice.

ABSTRACT Survivor leadership is essential to transformative anti-trafficking policy and practice, yet little research has examined how survivors themselves define it. This study explores the meaning of survivor leadership among survivors of human trafficking in the Philippines using photovoice. Survivor co-researchers identified seven key themes: valuing lived experience, public recognition, survivor-driven program design, access to professional roles, capacity building, increased funding, and collaboration with allies. Each is discussed in the context of anti-human trafficking work. This research aligns with the United Nations Sustainable Development Goals, particularly goals five (gender equality) and eight (decent work).

ABSTRACT Lesbian, gay, bisexual, transgender, queer, and other sexual and gender minority (LGBTQ+) individuals experience heightened vulnerability to trafficking in persons for the purpose of sexual exploitation, yet remain underrepresented in trafficking research and response frameworks. This qualitative, multi-source study examines how such vulnerability is produced and sustained among LGBTQ+ individuals in Albania, drawing on in-depth interviews with victims, focus groups, and interviews with frontline professionals, and analysis of anonymized case files. Using reflexive thematic analysis, the study integrates experiential, institutional, and documentary perspectives. Findings show that family rejection, early institutional failure, legal invisibility, and socio-economic exclusion interact over time to normalize exploitation and constrain viable alternatives, often blurring distinctions between agency and coercion, particularly within informal economies and intimate relationships. By situating trafficking in persons within broader social and institutional arrangements, the study highlights limitations of narrow identification frameworks and underscores the need for inclusive, rights-based, and trauma-informed responses that address structural determinants of vulnerability. The findings contribute to Sustainable Development Goals 5 (gender equality) and 16 (just, peaceful, and inclusive societies), and offer insights relevant beyond the Albanian context.

ABSTRACT In August 2024, Chrystul Kizer was convicted of killing the man she accused of trafficking and abusing her. Her case drew national attention, garnering support from anti-trafficking advocates while exposing the systemic injustices Black girls face in the criminal justice system – especially when they are survivors of sex trafficking. This Brief Report examines how misogynoir, adultification, and systemic racism contribute to the hyper-criminalization of Black girls, often preventing them from being recognized as victims. We explore how poverty, racial bias, and legal policies reinforce these disparities. Recognizing the challenges Black girls face, whether in identifying their victimization or accessing services, this report advocates for trauma-informed, culturally responsive policies that address the unique vulnerabilities of Black survivors, challenge harmful stereotypes, and promote equitable access to justice.

ABSTRACT The current study examines the minoritized identities of sex trafficking survivors compared to the professionals who served them to understand representation in a Midwestern state. Survey data from 107 anti-trafficking professionals working with survivors of sex/sex and labor trafficking combined in a Midwestern state were analyzed to uncover demographic details among 388 survivors, and 58 professionals. Relative rate ratios were calculated to understand the race/ethnicity and gender of providers and survivors relative to the population, as well as identity matching between survivors and providers. Results indicate service providers’ race/ethnicity and gender did not reflect the diversity of the survivors they served. While most survivors were White (47.2%), survivors of color were 1.5x-8x more likely than White peers to experience trafficking. The anti-trafficking providers were also overwhelmingly White (79.3%) and there were no providers identifying as Asian American or Indigenous. Matching provider to survivor gender proved to be more diverse; however, there were no transgender providers to serve the transgender survivors who represented nearly 3% of the study participants. Enhancing staff diversity improves cultural competency among workers. Implications include anti-oppressive practice in organizations to reflect upon, uncover, and ameliorate bias in systems level responses.

ABSTRACT This study explores how survivor-centered organizations enact Buzzanell’s communication theory of resilience (CTR) processes. Through thematic analysis of 27 qualitative interviews with members of anti-trafficking organizations, all five CTR processes were employed in organizational practices, with maintaining and using communication networks as the most prominent and foundational. Findings demonstrate how CTR processes – also including crafting normalcy, affirming identity anchors, constructing alternative logics, and foregrounding productive action – overlap, illustrating communication’s vital role in survivor resilience. This study offers insights for evidence-based organizational communication practices, empowering survivors and enhancing anti-trafficking efforts.

ABSTRACT The authors conducted a regional prevalence study on domestic servitude among Tanzanian women who worked abroad as part of the Prevalence Reduction Innovation Forum. Two prevalence estimation methods were employed within the study region: (1) Multi-Stage Probability Proportional to Size, revised to Stratified Simple Random Sampling (STSRS), with a sample of N = 1,052, and (2) Vincent Link-Tracing Sampling (VLTS) with a sample of N = 788. Both methodologies found that over half of Tanzanian women were victims of domestic servitude while working abroad; the STSRS sample had a rate of 69.1% of domestic servitude and the VLTS sample had a rate of 59.9%. Both sampling methods were relatively effective in producing population estimates. However, these two estimation strategies provided somewhat different estimates for population size, and even within VLTS, the population size estimates were fairly discrepant. From the perspective of applied social sciences, both estimation strategies appeared to work relatively well. Operationally, STSRS was easier to implement because of the significantly reduced complexity in tracking and tracing links required for VLTS. Additionally, the VLTS design is the most ideal method for estimating the size of a hidden domain of a highly mobile and hidden population, such as the one in this study.

ABSTRACT Scant research exists that focuses on males as survivors of commercial sexual exploitation (CSE). Moreover, the unknown needs and services for males paired with a lack of understanding regarding the exploitation of males leads to criminal justice personnel viewing them as non-victims. A 2013 service-provider survey regarding the sexual exploitation of males by ECPAT-USA found that male survivors are vastly under reported, are at danger of significant health risks, receive fewer services, and the number of gay and transgender survivors has been overestimated in estimates of the total number of male survivors. The current study updated the 2013 ECPAT-USA report and expanded the scope by also exploring services for those exploited in labor trafficking and transgender individuals as well as service changes due to COVID-19. Ten years later service agencies report that little has changed regarding risk factors, negative impacts, and services available. Some variations in agency reports include notations of additional types of illicit drugs used by CSE males, mention of intellectual disability as a CSE risk factor, greater recognition of Internet usage (i.e. as a recruitment tool and means of exploitation), and reports of women and youth perpetrators. The findings of this study suggest that the awareness and services for male and transgender CSE survivors has not seen substantial change since the 2013 report. Thus, the current study aims to raise awareness of the continued need for increased services for male CSE survivors. The problems that CSE survivors face are severe, and a cultural shift is needed toward viewing males as victims too and deserving of services.

ABSTRACT Generative AI (GenAI) holds transformative potential across sectors, yet its rapid deployment also brings significant risks, notably the potential to facilitate human trafficking through sophisticated recruitment and exploitation tactics. This Brief Report explores GenAI’s dual role in both enabling and countering trafficking, explaining how traffickers use AI to automate deceptive outreach and create exploitative content, while also considering how ethical AI can reinforce anti-trafficking efforts. It argues for a comprehensive framework grounded in Trustworthy AI (TAI) principles and strengthened by international guidelines, which prioritize transparency, fairness, and accountability. A multi-faceted approach—focused on education, regulation, technological innovation, and cross-sector partnerships—can harness AI responsibly to disrupt trafficking networks and support victims. By embedding ethical AI, expanding digital literacy, and fostering cooperation among policymakers, technologists, and NGOs, we can build societal resilience against trafficking while safeguarding human rights and digital safety.