Predicting behavioral health-involved police encounters
A machine learning approach
Bibliographic Data
| ID | 21564589 |
|---|---|
| Authors | Zubin Jelveh (0000-0003-2721-073X, Institute of Criminology, corresponding author), Andrea Tentner (0000-0002-0093-3367, Chicago Department of Public Health), Xander Beberman (University of Chicago), Harold Pollack (0000-0003-1629-1175, Chicago Department of Public Health) |
| Year | 2026 |
| Publication date | 2026-04-15 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Journal of Quantitative Criminology (JOURNAL) |
| Journal identifiers | ISSN: 0748-4518 • E-ISSN: 1573-7799 |
| Publisher | Springer Science and Business Media LLC (PUBLISHER) |
| DOI | 10.1007/s10940-026-09671-9 |
| OpenAlex | W7154477684 |
| Language | EN |
| References cited | 62 |
Predictive modelling · Predictive power · Gun Ownership and Violence Research · Policing Practices and Perceptions · Posttraumatic Stress Disorder Research
Prevalence of Serious Mental Illness Among Jail Inmates
Correctional policy for offenders with mental illness
Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead
Cure Violence
Fair Prediction with Disparate Impact
Random Forests
Dude, Where’s My Treatment Effect? Errors in Administrative Data Linking and the Destruction of Statistical Power in Randomized Experiments
An Algorithmic Assessment of Parole Decisions
The Effect of Housing Circumstances on Recidivism
Avoiding revolving door and homelessness
Is Dangerousness a Myth? Injuries and Police Encounters with People with Mental Illnesses
Does de‐escalation training work
Fatal Police Shootings of Victims with Mental Health Crises
Identifying Chicago’s High Users of Police-Involved Emergency Services
Machine Learning for Social Services
Policing Mentally Disordered Suspects
Risk of Future Offense Among Probationers with Co-occurring Substance Use and Mental Health Disorders
Police-mental health co-response versus police-as-usual response to behavioral health emergencies
Fairness in Criminal Justice Risk Assessments
| Citation velocity | historical |
|---|---|
| Highly cited | No |