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系统动力学模拟模型在儿童和青少年超重与肥胖中的应用:系统综述。

System dynamics simulation models on overweight and obesity in children and adolescents: A systematic review.

机构信息

System Dynamics Group, University of Bergen, Bergen, Norway.

Department of Nutrition, University of Oslo, Oslo, Norway.

出版信息

Obes Rev. 2023 Sep;24 Suppl 2:e13632. doi: 10.1111/obr.13632.

Abstract

It has increasingly been recognized that developing successful obesity prevention policies and interventions requires understanding of the complex mechanisms driving the obesity pandemic and that models could be useful tools for simulating policies. This paper reviews system dynamics simulation models of mechanisms driving childhood overweight and obesity and/or testing of preventive interventions. A systematic literature search was conducted in six databases from inception to January 2023 using terms related to overweight/obesity, children, and system dynamics. Study descriptives, mechanisms, and where to intervene (the leverage points), as well as quality assessments of the simulation models were extracted by two researchers into a predetermined template and narratively synthesized. Seventeen papers describing 15 models were included. Models describing the mechanisms ranged from only intrapersonal factors to models cutting across multiple levels of the ecological model, but mechanisms across levels were lacking. The majority of interventions tested in the simulation models were changes to existing model parameters with less emphasis on models that alter system structure. In conclusion, existing models included mechanisms driving youth obesity at multiple levels of the ecological model. This is useful for developing an integrated simulation model combining mechanisms at multiple levels and allowing for testing fundamental system changes.

摘要

人们越来越认识到,要制定成功的肥胖预防政策和干预措施,就必须了解推动肥胖流行的复杂机制,而模型可能是模拟政策的有用工具。本文回顾了驱动儿童超重和肥胖的机制的系统动力学模拟模型,以及预防干预措施的测试。从开始到 2023 年 1 月,使用与超重/肥胖、儿童和系统动力学相关的术语,在六个数据库中进行了系统的文献检索。两名研究人员将研究描述、机制和干预的着力点(干预的着力点)以及对模拟模型的质量评估提取到一个预定的模板中,并进行了叙述性综合。共纳入 17 篇描述 15 个模型的论文。描述机制的模型范围从仅涉及个人因素到跨越生态模型多个层次的模型,但缺乏跨层次的机制。在模拟模型中测试的大多数干预措施都是对现有模型参数的更改,而较少强调改变系统结构的模型。总之,现有的模型包括生态模型多个层次驱动青少年肥胖的机制。这对于开发一个综合的模拟模型很有用,该模型可以将多个层次的机制结合起来,并允许测试基本的系统变化。

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