Violence by Association and Participation: Engaging in Violence with Violent Co-Offenders Increases Future Violence

This study examines how violent co-offenders shape future offending trajectories, distinguishing between committing violence with a violent co-offender (direct exposure) versus associating with violent accomplices (indirect exposure). Using police data, we applied binary logistic regressions to a sample of Belgian offenders (N = 20,203) to examine the likelihood of general and violent reoffending. Our results show that having a violent co-offender significantly increases the likelihood of future offending, whereas non-violent co-offenders have no pronounced impact. When the co-offense with a violent co-offender involved violence, the heightened likelihood of future offending was mitigated. Among reoffenders, prior violence is associated with future violent offenses, particularly for those with less severe violent offenses. Moreover, committing violence with a violent co-offender reinforces future violence for a large part of the sample (61% of offenders in T2). Overall, violent co-offenders influence future offending both directly and indirectly, with direct participation in violence emerging as a critical predictor of future violent behavior. These findings emphasize the need for further research and targeted interventions at key moments, such as after a violent co-offense.

Authors

Publication Details

Journal
CrimRxiv
Published
2026-02-05
DOI
https://doi.org/10.21428/cb6ab371.17187b24
Primary Topic
Crime Patterns and Interventions
Type
article
Field-Weighted Citation Impact
0.00
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article

Violence by Association and Participation: Engaging in Violence with Violent Co-Offenders Increases Future Violence

Christophe Vandeviver, Joke Geeraert, Luis E.C. Rocha, Arjan Blokland
CrimRxiv
Crime Patterns and Interventions
article

Violence by Association and Participation: Engaging in Violence with Violent Co-Offenders Increases Future Violence

Christophe Vandeviver, Joke Geeraert, Luis E.C. Rocha, Arjan Blokland
article en

Abstract

This study examines how violent co-offenders shape future offending trajectories, distinguishing between committing violence with a violent co-offender (direct exposure) versus associating with violent accomplices (indirect exposure). Using police data, we applied binary logistic regressions to a sample of Belgian offenders (N = 20,203) to examine the likelihood of general and violent reoffending. Our results show that having a violent co-offender significantly increases the likelihood of future offending, whereas non-violent co-offenders have no pronounced impact. When the co-offense with a violent co-offender involved violence, the heightened likelihood of future offending was mitigated. Among reoffenders, prior violence is associated with future violent offenses, particularly for those with less severe violent offenses. Moreover, committing violence with a violent co-offender reinforces future violence for a large part of the sample (61% of offenders in T2). Overall, violent co-offenders influence future offending both directly and indirectly, with direct participation in violence emerging as a critical predictor of future violent behavior. These findings emphasize the need for further research and targeted interventions at key moments, such as after a violent co-offense.

CrimRxiv
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Crime Patterns and Interventions
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