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模拟惩教服务对帮派的作用:通过数学模型获得的见解

Modelling the role of correctional services on gangs: insights through a mathematical model.

作者信息

Nyabadza F, Ogbogbo C P, Mushanyu J

机构信息

South Africa Center of Epidemiological Modelling and Analysis, Stellenbosch University, Stellenbosch, South Africa.

Department of Mathematics and Applied Mathematics, University of Ghana, Accra, Ghana.

出版信息

R Soc Open Sci. 2017 Oct 11;4(10):170511. doi: 10.1098/rsos.170511. eCollection 2017 Oct.

Abstract

Research has shown that gang membership increases the chances of offending, antisocial behaviour and drug use. Gang membership should be acknowledged as part of crime prevention and policy designs, and when developing interventions and preventative programmes. Correctional services are designed to rehabilitate convicted offenders. We formulate a deterministic mathematical model using nonlinear ordinary differential equations to investigate the role of correctional services on the dynamics of gangs. The recruitment into gang membership is assumed to happen through an imitation process. An epidemic threshold value, [Formula: see text], termed the gang reproduction number, is proposed and defined herein in the gangs' context. The model is shown to exhibit the phenomenon of backward bifurcation. This means that gangs may persist in the population even if [Formula: see text] is less than one. Sensitivity analysis of [Formula: see text] was performed to determine the relative importance of different parameters in gang initiation. The critical efficacy * is evaluated and the implications of having functional correctional services are discussed.

摘要

研究表明,加入帮派会增加犯罪、反社会行为和吸毒的几率。在制定犯罪预防和政策设计以及制定干预措施和预防方案时,应承认帮派成员身份是其中一部分。惩教服务旨在改造被定罪的罪犯。我们使用非线性常微分方程建立了一个确定性数学模型,以研究惩教服务在帮派动态中的作用。假设加入帮派成员是通过模仿过程发生的。本文在帮派背景下提出并定义了一个流行阈值,称为帮派繁殖数,用[公式:见正文]表示。该模型显示出向后分岔现象。这意味着即使[公式:见正文]小于1,帮派也可能在人群中持续存在。对[公式:见正文]进行了敏感性分析,以确定不同参数在帮派形成中的相对重要性。评估了关键效力*,并讨论了拥有有效惩教服务的影响。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8c36/5666250/81ee98e56a78/rsos170511-g1.jpg

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