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Parent Training Resource Allocation Optimization Using an Agent-Based Model of Child Maltreatment

机译:父培训资源分配优化使用基于代理的儿童虐待模型

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This paper uses our previously created agent-based model to study the optimal way of allocating parent training resources to address unmet child need, a measure of child maltreatment. We consider parent training resource allocation prioritization based upon: a family's own resources and the resources they have access to through their social network. Simulation results show that when targeting a community with a parent training intervention program, ignoring heterogeneity within a community is a mistake. This work demonstrates the utility of the developed agent-based model and suggests that child maltreatment research can benefit from a complexity science approach.
机译:本文使用先前创建的基于代理的模型来研究分配父母培训资源的最佳方式,以解决未满足儿童的需求,这是儿童虐待的衡量标准。我们考虑基于父母培训资源分配优先级:一个家庭自己的资源和他们通过社交网络访问的资源。仿真结果表明,当以父母培训干预计划定位社区时,忽略社区内的异质性是错误的。这项工作展示了基于代理的模型的效用,并提出了儿童虐待研究可以从复杂性的科学方法中受益。

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