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System Dynamics as Model-Based Theory Building

机译:系统动力学作为基于模型的理论构建

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This paper introduces model-based theory building as a feature of system dynamics (SD) with large potential. It presents a systemic approach to actualizing that potential, thereby opening up a new perspective on theory building in the social sciences. The question addressed is if and how SD enables the construction of high-quality theories. This contribution is based on field experiment type projects which have been focused on model-based theory building, specifically the construction of a middle-range theory-not a general one. The process of model building and validation is analysed from a theory-building perspective. The resulting theory is evaluated by means of a set of criteria for high-quality theories. As a conclusion, the insights thus gained are presented and condensed in a tentative set of heuristic principles for model-based theory building.
机译:本文介绍了基于模型的理论构建作为具有很大潜力的系统动力学(SD)的功能。它提出了一种系统的方法来实现这一潜力,从而为社会科学中的理论构建开辟了新的视角。解决的问题是SD是否以及如何实现高质量理论的构建。这项贡献基于田间实验类型的项目,这些项目侧重于基于模型的理论构建,特别是中层理论的构建,而不是一般性理论的构建。从理论构建的角度分析了模型构建和验证的过程。由此产生的理论通过一套高质量理论的标准进行评估。作为结论,由此获得的见解将在基于模型的理论构建的试探性原则集中进行介绍和总结。

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