Structural Accountability era
Structural accountability reframes civil rights around systemic reform by tying data-driven measurement to policing, zoning, and governance, using audit studies and large administrative data to reveal how ostensibly neutral policies produce racial disparities. Devah Pager's audit studies demonstrated persistent discrimination in hiring and housing by exposing how background status interacts with employer decisions, illustrating how data reveals inequality hidden in neutral procedures. Scholars like Michelle Alexander, Richard Rothstein, James Forman Jr., and Matthew Desmond connect these empirical findings to critiques of mass incarceration, housing segregation, and governance, arguing for systemic remedies rather than individual-blame explanations. Alongside this, Alex Vitale's analysis of policing and urban redesign, and digital organizing practices, show how empirical diagnostics translate into sustained public pressure and policy design aimed at reforming policing, zoning, and governance structures.