An impact assessment of machine learning risk forecasts on parole board decisions and recidivism

R Berk - Journal of Experimental Criminology, 2017 - Springer
Abstract Objectives: The Pennsylvania Board of Probation and Parole has begun using
machine learning forecasts to help inform parole release decisions. In this paper, we …

Impact of swift and certain sanctions: Evaluation of Washington State's policy for offenders on community supervision

Z Hamilton, CM Campbell, J van Wormer… - Criminology & Public …, 2016 - Wiley Online Library
Research Summary In the wake of the mass incarceration movement, many states must now
manage the rebound of decarceration. Thermodynamic forces of the justice system …

Effects of automating recidivism risk assessment on reliability, predictive validity, and return on investment (ROI)

G Duwe, M Rocque - Criminology & Public Policy, 2017 - Wiley Online Library
Research Summary The relationship between reliability and validity is an important but often
overlooked topic of research on risk assessment tools in the criminal justice system. By …

Mental health services in Nigerian prisons: Lessons from a four-year review and the literature

AT Olagunju, SO Oluwaniyi, B Fadipe… - International Journal of …, 2018 - Elsevier
Forensic and correctional mental health services may constitute an important “safety net” for
the mentally ill and can ensure a degree of public protection. The increasing prison …

Gender-responsive risk and need assessment: Implications for the treatment of justice-involved women

EJ Salisbury, B Boppre, B Kelly - Handbook on risk and need …, 2016 - taylorfrancis.com
When properly utilized to its fullest potential, a validated, general risk and need assessment
instrument may drive nearly every subsequent criminal justice decision made on behalf of …

Racial bias and amelioration strategies for juvenile risk assessment

LC Butler, Z Hamilton, AE Krushas… - … on inequalities in …, 2022 - taylorfrancis.com
For over 30 years juvenile justice agencies have relied on risk assessments to guide
decisions regarding diversion, case management, supervision, and placement practices …

Gauging detention dosage: Assessing the impact of pretrial detention on sentencing outcomes using propensity score modeling

CM Campbell, RM Labrecque, M Weinerman… - Journal of Criminal …, 2020 - Elsevier
Objectives A small but growing body of scholarship suggests that defendants held in pretrial
detention may be more likely to receive prison sentences. This study investigates this …

[图书][B] Handbook of recidivism risk/needs assessment tools

JP Singh, DG Kroner, JS Wormith, SL Desmarais… - 2018 - books.google.com
Provides comprehensive coverage on recidivism risk/needs assessment tools Correctional
and healthcare professionals around the world utilize structured instruments referred to as …

Better practices in the development and validation of recidivism risk assessments: The Minnesota Sex Offender Screening Tool–4

G Duwe - Criminal Justice Policy Review, 2019 - journals.sagepub.com
This study examines the development and validation of the Minnesota Sex Offender
Screening Tool–4 (MnSOST-4) on a dataset consisting of 5,745 sex offenders released from …

Prediction is local: The benefits of risk assessment optimization

Z Hamilton, A Kigerl, M Kowalski - Justice Quarterly, 2022 - Taylor & Francis
In most states and jurisdictions, risk assessments are incorporated into justice system
practice. Despite decades of use, the methods of tool development are rarely translated to …