Cumulative Risk as a Marker of Social Context

IF 1.3 4区 医学 Q3 CRIMINOLOGY & PENOLOGY Criminal Behaviour and Mental Health Pub Date : 2025-03-28 DOI:10.1002/cbm.2378
Kyle Treiber, Per-Olof H. Wikström
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Abstract

Background

This paper takes on ‘Farrington's challenge’ ‘to bridge the gap between risk factor research and more complex explanatory theories’ by offering an explanation for the unexplained statistical phenomenon of cumulative risk. We argue that cumulative risk primarily reflects the social contexts which crime relevant causal processes operate in and draw upon for their content and efficacy.

Aims

This paper tests if the immediate causes of crime according to Situational Action Theory (crime propensity and criminogenic exposure) can account for the relationship between cumulative risk (reflecting key features of family, neighbourhood, school and peer contexts) and crime involvement.

Methods

The paper uses data from the Peterborough Adolescent and Young Adult Development Study (PADS+) reflecting the social lives and criminal behaviour of a randomly sampled UK age cohort from ages 12 to 24 (2003–2016). Data used are drawn from parent and participant questionnaires, space–time budgets, community surveys, the UK Census and land use databases.

Results

Cumulative risk statistically accounts for 7% and 8% of the variance in crime prevalence and frequency, respectively, whereas crime propensity and criminogenic exposure account for 52% and 58%, respectively. Moreover, and importantly, measures of crime propensity and criminogenic exposure fully account for (statistically mediate) the association between cumulative risk and both crime prevalence and crime frequency.

Conclusions

Cumulative risk does not represent cumulative causation. The phenomenon of cumulative risk is best understood as representing the social context. Future research should focus on identifying features of social contexts that provide relevant content to and impact the efficacy of key action (and developmental) processes in crime causation.

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累积风险作为社会背景的标志。
背景:本文通过对无法解释的累积风险统计现象进行解释,承担了“Farrington的挑战”,“弥合风险因素研究与更复杂的解释理论之间的差距”。我们认为,累积风险主要反映了犯罪相关因果过程运作的社会背景,并借鉴了其内容和效力。目的:本文根据情境行为理论(犯罪倾向和犯罪源暴露)检验犯罪的直接原因是否可以解释累积风险(反映家庭、社区、学校和同伴环境的关键特征)与犯罪参与之间的关系。方法:本文使用彼得伯勒青少年和青年成人发展研究(PADS+)的数据,反映了随机抽样的英国12至24岁年龄组(2003-2016)的社会生活和犯罪行为。所使用的数据来自家长和参与者的问卷调查、时空预算、社区调查、英国人口普查和土地使用数据库。结果:累积风险在统计上分别占犯罪流行率和频率方差的7%和8%,而犯罪倾向和犯罪源暴露分别占52%和58%。此外,重要的是,犯罪倾向和犯罪源暴露的测量充分解释了(统计调解)累积风险与犯罪流行率和犯罪频率之间的关联。结论:累积风险不代表累积因果关系。累积风险现象最好理解为代表社会背景。未来的研究应侧重于确定社会背景的特征,这些特征为犯罪因果关系中的关键行动(和发展)过程提供相关内容并影响其有效性。
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来源期刊
CiteScore
1.60
自引率
0.00%
发文量
40
期刊介绍: Criminal Behaviour & Mental Health – CBMH – aims to publish original material on any aspect of the relationship between mental state and criminal behaviour. Thus, we are interested in mental mechanisms associated with offending, regardless of whether the individual concerned has a mental disorder or not. We are interested in factors that influence such relationships, and particularly welcome studies about pathways into and out of crime. These will include studies of normal and abnormal development, of mental disorder and how that may lead to offending for a subgroup of sufferers, together with information about factors which mediate such a relationship.
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