Evaluating Fairness of Algorithmic Risk Assessment Instruments: The Problem With Forcing Dichotomies

Researchers and stakeholders have developed many definitions to evaluate whether algorithmic pretrial risk assessment instruments are fair in terms of their error and accuracy. Error and accuracy are often operationalized using three sets of indicators: false-positive and false-negative percentages,...

Ausführliche Beschreibung

Bibliographische Detailangaben

1. VerfasserIn:	Zottola, Samantha A. (VerfasserIn)
Beteiligte:	Desmarais, Sarah L. ; Lowder, Evan Marie ; Duhart Clarke, Sarah E.
Medienart:	Elektronisch Aufsatz
Sprache:	Englisch
Veröffentlicht:	2022
In:	Criminal justice and behavior Jahr: 2022, Band: 49, Heft: 3, Seiten: 389-410
Online-Zugang:	Volltext (lizenzpflichtig)
Journals Online & Print:	Lade...
Verfügbarkeit prüfen:	HBZ Gateway
Schlagwörter:	Federal Pretrial Risk Assessment Virginia Pretrial Risk Assessment Instrument Public Safety Assessment Algorithmic fairness Bias Pretrial Risk Assessment