Law Enforcement and Corrections Commons^™

Carceral Data: The Limits Of Transparency-As-Accountability In Prison Risk Data, Becka Hudson, Tomas Percival

Secrecy and Society

Prison data collection is a labyrinthine infrastructure. This article engages with debates around the political potentials and limitations of transparency as a form of “accountability,” specifically as it relates to carceral management and data gathering. We examine the use of OASys, a widely used risk assessment tool in the British prison system, in order to demonstrate how transparency operates as a means of legitimating prison data collection and ensuing penal management. Prisoner options to resist their file, or “data double,” in this context are considered and the decisive role of OASys as an immediately operationalized technical structure is outlined. We …

Ai In Adjudication And Administration, Cary Coglianese, Lavi M. Ben Dor

All Faculty Scholarship

The use of artificial intelligence has expanded rapidly in recent years across many aspects of the economy. For federal, state, and local governments in the United States, interest in artificial intelligence has manifested in the use of a series of digital tools, including the occasional deployment of machine learning, to aid in the performance of a variety of governmental functions. In this paper, we canvas the current uses of such digital tools and machine-learning technologies by the judiciary and administrative agencies in the United States. Although we have yet to see fully automated decision-making find its way into either adjudication …

Police Prevention Of Domestic Homicide: Missed Opportunities And Barriers To Change, Michael D. Saxton

Electronic Thesis and Dissertation Repository

This integrated-article dissertation focused on the critical role of police in responding to domestic violence (DV) and recognizing the potential risk of adult and child homicides. The first study examined the police role in domestic homicide through an analysis of cases reviewed by the Domestic Violence Death Review Committee in Ontario, Canada. Homicide cases with police contact were found to have 1.6 times more risk factors compared to those without police contact. Cases also show an overall scarcity of formal risk assessments, even when there was prior police contact. The second study was a national survey on the types of …

Bias In, Bias Out, Sandra G. Mayson

All Faculty Scholarship

Police, prosecutors, judges, and other criminal justice actors increasingly use algorithmic risk assessment to estimate the likelihood that a person will commit future crime. As many scholars have noted, these algorithms tend to have disparate racial impacts. In response, critics advocate three strategies of resistance: (1) the exclusion of input factors that correlate closely with race; (2) adjustments to algorithmic design to equalize predictions across racial lines; and (3) rejection of algorithmic methods altogether.

This Article’s central claim is that these strategies are at best superficial and at worst counterproductive because the source of racial inequality in risk assessment lies …