Systemic exploitation risks surge during major sporting events: How Pittsburgh’s NFL draft exposes structural vulnerabilities in anti-trafficking frameworks

Indigenous frameworks often trace trafficking to colonial legacies of land theft, cultural erasure, and the disruption of traditional economies, which force communities into precarious labor. In Pittsburgh, the displacement of Black communities through redlining and urban renewal mirrors historical patterns of exploitation seen in Indigenous territories, where extractive industries create trafficking corridors. These perspectives emphasize restorative justice over punitive measures, highlighting how systemic oppression—not individual criminality—fuels vulnerability.

Major sporting events have long been linked to increased exploitation, from the 1936 Berlin Olympics used to mask Nazi atrocities to the 2014 FIFA World Cup in Brazil, where trafficking networks expanded alongside construction projects. Pittsburgh’s draft follows a pattern where temporary events expose pre-existing inequalities, with law enforcement often prioritizing optics over survivor protection. The city’s history of deindustrialization and racial segregation has created a labor market where temporary, low-wage jobs—like those in event economies—are concentrated in marginalized communities.

In the Philippines, trafficking into sporting event supply chains is tied to the global demand for cheap labor in manufacturing and hospitality, with workers often trafficked under the guise of 'opportunities.' In West Africa, major football tournaments have been linked to child trafficking for labor in construction and service industries, reflecting how sporting events become vectors for exploitation when labor protections are weak. These cases demonstrate that trafficking is not an anomaly but a predictable outcome of global capitalism’s demand for disposable labor during high-profile events.

Research consistently shows that trafficking spikes during major events due to increased demand for commercial sex and labor, but these increases are not uniform—they disproportionately affect marginalized groups with limited access to legal protections. Studies also highlight how anti-trafficking laws often criminalize sex workers, pushing them into more dangerous underground networks rather than reducing exploitation. The scientific literature emphasizes the need for harm reduction approaches, such as decriminalization of sex work and labor protections for migrant workers, to address root causes.

Artistic and spiritual traditions often frame exploitation as a rupture in communal bonds, where the commodification of bodies reflects a deeper crisis of meaning and connection. In Pittsburgh, the NFL draft’s spectacle contrasts with the city’s history of industrial decline and racial segregation, symbolizing how capitalism transforms human suffering into entertainment. Indigenous and Afro-diasporic spiritual practices, such as the Yoruba concept of 'ase' or the Black feminist tradition of 'intersectionality,' offer frameworks to understand trafficking as a violation of collective well-being rather than an individual crime.

Future scenarios suggest that without structural changes, trafficking during major events will worsen as climate migration and economic precarity increase the pool of vulnerable populations. Projections indicate that cities hosting events like the NFL draft will see a 20-30% increase in trafficking-related arrests, but these figures likely undercount actual exploitation due to underreporting and the criminalization of survivors. Alternative models, such as community-led monitoring and participatory budgeting for survivor services, could shift power dynamics and reduce harm.

Survivors of trafficking, particularly Black and Indigenous women, sex workers, and migrant laborers, are rarely centered in policy discussions, despite bearing the brunt of exploitation. In Pittsburgh, Black communities have historically faced displacement and economic exclusion, making them more vulnerable to predatory labor practices during events like the draft. Sex workers’ organizations, such as the Global Network of Sex Work Projects, argue that decriminalization is the most effective way to reduce trafficking, as criminalization drives exploitation underground and away from support services.