Protocol: The effect of restorative justice interventions for young people on offending and reoffending: A systematic review.

This is the protocol for a Campbell systematic review. The objectives are as follows. The primary aim of this mixed methods review is to synthesise the available evidence regarding the effectiveness of restorative justice interventions (RJIs) for reducing offending and reoffending outcomes in children and young people.

Where can offenders be found when they are not committing crimes? A cross-sectional survey of British police officers on non-crime locations.

To date, the bulk of research on place and crime has concentrated on crime scene locations and home addresses of both victims and perpetrators. Beyond these locations, less is known about where offenders can be found during regular, non-criminal activity. These 'non-crime locations' provide information about offenders' lifestyles, their relationships with co-offenders, their preferred spots, and the places beyond the spatiotemporal boundaries of the crime where they may plan, manage, or deal with the aftermath of their behaviour.

Using machine learning to forecast domestic homicide via police data and super learning.

We explore the feasibility of using machine learning on a police dataset to forecast domestic homicides. Existing forecasting instruments based on ordinary statistical instruments focus on non-fatal revictimization, produce outputs with limited predictive validity, or both. We implement a "super learner," a machine learning paradigm that incorporates roughly a dozen machine learning models to increase the recall and AUC of forecasting using any one model.

The role of DNA in criminal indictments in Israel.

In their investigations of criminal cases, law enforcement agencies rely heavily on forensic evidence. Numerous studies have examined the scientific and technological advancements of DNA testing, but little evidence exists on how the availability of DNA evidence influences prosecutors' decisions to move cases forward in the criminal justice system. We created a new database by juxtaposing data from the Forensics Division of the Israel Police, which recorded the presence (or not) of DNA profiles in criminal cases (n = 9862), and data on the indictment decision for each case (2008-2019).

Comparing panic alarm systems for high-risk domestic abuse victims: a randomised controlled trial on prevention and criminal justice system outcomes.

Background: The use of panic alarm systems for victims of domestic abuse is becoming increasingly popular. However, tests of these devices are rare. Consequently, it is presently unknown whether domestic abuse offenders are deterred by warning stickers informing them that a panic alarm system is installed on the premises, or whether alarm systems reduce domestic abuse recidivism.

A global analysis of the impact of COVID-19 stay-at-home restrictions on crime.

The stay-at-home restrictions to control the spread of COVID-19 led to unparalleled sudden change in daily life, but it is unclear how they affected urban crime globally. We collected data on daily counts of crime in 27 cities across 23 countries in the Americas, Europe, the Middle East and Asia. We conducted interrupted time series analyses to assess the impact of stay-at-home restrictions on different types of crime in each city.

Victims, offenders and victim-offender overlaps of knife crime: A social network analysis approach using police records.

Knife crime is a source of concern for the police in England and Wales, however little published research exists on this crime type. Who are the offenders who use knives to commit crime, when and why? Who are their victims, and is there a victim-offender overlap? What is the social network formation for people who are exposed to knife crime? Using a multidimensional approach, our aim is to answer these questions about one of England and Wales' largest jurisdictions: Thames Valley. We first provide a state-of-the-art narrative review of the knife crime literature, followed by an analysis of population-level data on central tendency and dispersion of knife crimes reported to the police (2015-2019), on offences, offenders, victims, victim-offender overlaps and gang-related assaults.

Publisher Correction: A randomized controlled trial of restorative justice-informed treatment for domestic violence crimes.

An amendment to this paper has been published and can be accessed via a link at the top of the paper.

A randomized controlled trial of restorative justice-informed treatment for domestic violence crimes.

Recent innovation in domestic violence (DV) treatment suggests that when a batterer intervention programme (BIP) is combined with clinical elements, including motivational or readiness to change strategies, subsequent incidents of violence can be reduced. Prompted by previous research on restorative justice in reducing recidivism in crimes other than DV, a randomized controlled trial in Utah, USA, compared a typical BIP with one that included restorative justice-informed treatment, called circles of peace (CP). The findings reveal that the 'hybrid' BIP-plus-CP resulted in statistically significant reductions in both new arrests (53%) and crime severity scores (52%) for all offences, including DV, over a 24-month period.

'Lowering the threshold of effective deterrence'-Testing the effect of private security agents in public spaces on crime: A randomized controlled trial in a mass transit system.

Supplementing local police forces is a burgeoning multibillion-dollar private security industry. Millions of formal surveillance agents in public settings are tasked to act as preventative guardians, as their high visibility presence is hypothesized to create a deterrent threat to potential offenders. Yet, rigorous evidence is lacking.

Can routinely collected ambulance data about assaults contribute to reduction in community violence?

Background: The 'law of spatiotemporal concentrations of events' introduced major preventative shifts in policing communities. 'Hotspots' are at the forefront of these developments yet somewhat understudied in emergency medicine. Furthermore, little is known about interagency 'data-crossover', despite some developments through the Cardiff Model.

External validation of the Cardiff model of information sharing to reduce community violence: natural experiment.

Background: Community violence is a substantial problem for the NHS. Information sharing of emergency department data with community safety partnerships (CSP) has been associated with substantial reductions in assault attendances in emergency departments supported by academic institutions. We sought to validate these findings in a setting not supported by a public health or academic structure.