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Dynamic systems methods for models of developmental psychopathology.

机译:发展性心理病理学模型的动态系统方法。

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A survey of dynamic systems (DS) methods appropriate for testing systems-based models in developmental psychopathology is provided. The rationale for developing new methods for the field is reviewed first. In line with other scholars, we highlight the fundamental incompatibility between developmentalists' organismic, open systems models and the mechanistic research methods with which these models are tested. Key DS principles are explained and their commensurability with developmental psychopathologists' core theoretical concerns are discussed. Next, a survey of research designs and methodological techniques currently being used and refined by developmental DS researchers is provided. The strengths and limitations of each approach are discussed throughout this review. Finally, we elaborate on one specific dynamic systems method, state space grids, which addresses many of the limitations of previous DS techniques and may prove most useful for the discipline. This approach was developed as a middle road between DS methods that are mathematically heavy on the one hand and purely descriptive on the other. Examples of developmental and clinical studies that have applied state space grids are reviewed and suggestions for future analyses are made. We conclude with some implications for the application of this new methodology for studying change processes in clinical research.
机译:提供了适用于测试发展中的心理病理学中基于系统的模型的动态系统(DS)方法的调查。首先回顾了开发该领域新方法的原理。与其他学者一样,我们强调了发展主义者的有机,开放系统模型与测试这些模型的机制研究方法之间的根本不兼容性。解释了关键的DS原理,并讨论了它们与发育性精神病理学家的核心理论关注点的可比性。接下来,提供了对发展性DS研究人员当前正在使用和改进的研究设计和方法技术的调查。在本次回顾中,将讨论每种方法的优缺点。最后,我们详细介绍了一种特定的动态系统方法,即状态空间网格,它解决了以前DS技术的许多局限性,并且可能被证明对该学科最有用。开发此方法是DS方法之间的中间道路,DS方法一方面在数学上很繁重,而另一方面却仅是描述性的。审查了应用状态空间网格的开发和临床研究示例,并提出了用于未来分析的建议。我们以这种新方法在临床研究中研究变化过程的应用得出一些结论。

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