Evidence map›Paper›PMID 41586999›Full record

ReviewHealth & justice2026

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

Jason Corburn, Alice Bruno, Juan Cabrera, Sean Darling-Hammond, Mahasin Mujahid

Abstract readReview
In one paragraph

Review in Health & justice, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Jason CorburnUniversity of California, Berkeley, Berkeley, United States. Jcorburn@berkeley.edu.
Alice BrunoUniversity of California, Berkeley, Berkeley, United States.
Juan CabreraUniversity of California, Berkeley, Berkeley, United States.
Sean Darling-HammondUniversity of California, Berkeley, Berkeley, United States.
Mahasin MujahidUniversity of California, Berkeley, Berkeley, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

Community violenceFirearmGunRisk factors

Identifiers

PMID41586999
PMCPMC13005363

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.