Community violence intervention: measuring risk & protective factors for gun use among program participants

Community Violence Intervention (CVI) involves recruiting likely gun violence offenders using street outreach and offering mentorship, social services and other supports to discourage future firearm violence. Grounded in public health, CVI interventions identify an individual’s risk factors and work to enhance protective and buffering factors that can help prevent a client from offending. This paper reviews evaluations of CVI interventions to understand how participants’ risk factors are defined and measured. We used keywords to identify 38 published evaluations of 32 different CVI interventions that recruited community members and used street-outreach as the primary mode of engagement. We then used the PRISMA scoping review methodology to identify categories of risk and protective factors to screen each published evaluation for whether and how they measured participants’ risk, protective and buffering factors at program onset. We found that 56% (18/32) of evaluations included some demographic information about participants and 44% (14/32) provided additional details about their educational or employment status. The criminal justice history was reported in 59% (19/32) and gang or group affiliation in 47% (15/32) of the evaluations we reviewed. The CVI participants’ history related to gun violence was documented in 53% (17/32). Far fewer evaluations documented potential assets, buffering or protective factors of CVI participants: only 16% (5/32) reported on whether any clients were receiving social services at intake and only 6% (2/32) documented any clients’ strengths or protective factors. We also found that no two programs captured the same information about gang, criminal justice, gun violence or social risk factors. Preliminary findings suggest that many CVI programs may not be capturing whether clients face known risk factors for future gun use, and that these programs rarely capture potential protective and buffering factors that might inform program service delivery and potentially enhance the likelihood that interventions will help prevent future gun use. This study aims to support the emerging field of CVI as it works to build evidence that these interventions successfully address the specific needs of urban young people and prevent them from engaging in firearm offending.

Authors

Institutions

Publication Details

Journal
Health & Justice
Published
2026-01-26
DOI
https://doi.org/10.1186/s40352-025-00393-x
Primary Topic
Gun Ownership and Violence Research
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Community violence intervention: measuring risk & protective factors for gun use among program participants

Mahasin S. Mujahid, Juan R. Cabrera, Jason Corburn, Alice Bruno
Health & Justice
Gun Ownership and Violence Research
article

Community violence intervention: measuring risk & protective factors for gun use among program participants

Mahasin S. Mujahid, Juan R. Cabrera, Jason Corburn, Alice Bruno
article en

Abstract

Community Violence Intervention (CVI) involves recruiting likely gun violence offenders using street outreach and offering mentorship, social services and other supports to discourage future firearm violence. Grounded in public health, CVI interventions identify an individual’s risk factors and work to enhance protective and buffering factors that can help prevent a client from offending. This paper reviews evaluations of CVI interventions to understand how participants’ risk factors are defined and measured. We used keywords to identify 38 published evaluations of 32 different CVI interventions that recruited community members and used street-outreach as the primary mode of engagement. We then used the PRISMA scoping review methodology to identify categories of risk and protective factors to screen each published evaluation for whether and how they measured participants’ risk, protective and buffering factors at program onset. We found that 56% (18/32) of evaluations included some demographic information about participants and 44% (14/32) provided additional details about their educational or employment status. The criminal justice history was reported in 59% (19/32) and gang or group affiliation in 47% (15/32) of the evaluations we reviewed. The CVI participants’ history related to gun violence was documented in 53% (17/32). Far fewer evaluations documented potential assets, buffering or protective factors of CVI participants: only 16% (5/32) reported on whether any clients were receiving social services at intake and only 6% (2/32) documented any clients’ strengths or protective factors. We also found that no two programs captured the same information about gang, criminal justice, gun violence or social risk factors. Preliminary findings suggest that many CVI programs may not be capturing whether clients face known risk factors for future gun use, and that these programs rarely capture potential protective and buffering factors that might inform program service delivery and potentially enhance the likelihood that interventions will help prevent future gun use. This study aims to support the emerging field of CVI as it works to build evidence that these interventions successfully address the specific needs of urban young people and prevent them from engaging in firearm offending.

Health & JusticeVol. 14(1)
University of California, Berkeley (US)
Gender equality
Openalex Percentile: Top 83%
Gun Ownership and Violence Research
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.