Evidence map›Paper›PMID 42384322›Full record

ArticleJournal of prevention (2022)2026

Measuring Outcomes in Evaluations of Interventions to Prevent Youth Crime and Violence: Challenges and Potential Solutions.

Sajid Humayun, Finlay Green, Helen Downham, Nick Axford

Abstract read
In one paragraph

Article in Journal of prevention (2022), 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

4 authors.

Sajid HumayunInstitute of Lifecourse Development, University of Greenwich, London, UK. sajid.humayun@greenwich.ac.uk.ORCID http://orcid.org/0000-0003-3849-1629
Finlay GreenDartington Service Design Lab, Buckfastleigh, UK.ORCID http://orcid.org/0009-0003-0322-4042
Helen DownhamInstitute of Lifecourse Development, University of Greenwich, London, UK.ORCID http://orcid.org/0009-0001-3520-8448
Nick AxfordUniversity of Plymouth, Plymouth, UK.ORCID http://orcid.org/0000-0003-2434-2091

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

There is a clear imperative to prevent youth crime and violence owing to the significant social and economic costs for individuals involved and wider society. A considerable evidence base for 'what works' in this space exists but gaps remain. To address these, it is necessary to evaluate intervention effectiveness. The aim of this article is to explore challenges and potential solutions regarding outcome measurement in such evaluations. To do this we draw on the literature and our experience as evaluators. We argue that outcome selection should be informed by a robust theory of change, and that normally this will mean focusing on non-crime/violence outcomes. We identify challenges with self-report measures of youth crime and violence, and consequent effects on participants' engagement in the intervention and the quantity and quality of data they provide. We also discuss ways of using administrative data on crime and violence in evaluations and the practical, scientific and ethical issues these raise. While the challenges identified can partially be addressed, we conclude that currently evaluations of preventive interventions should mostly focus on intermediate outcomes with a known causal link to crime and violence. The longer-term impact on crime and violence can be tracked using administrative data accessed via an archive. We appreciate policymaker and funder pressure to quantify short-term intervention impact on crime and violence but contend that it is important not to force the issue. Meanwhile, it is essential to test the feasibility and acceptability of alternative approaches to measuring crime and violence in evaluations and to share the learning.

Indexed as

CrimeOutcome Assessment, Health CareProgram EvaluationViolenceAdolescentHumansSelf ReportCrimeEvaluationMeasurementOutcomesViolenceYouth

Identifiers

PMID42384322
PMCPMC13582064

What OpenQuestion holds

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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.