通过系统动力学整合行为和操作要素

J. Morrison, Rogelio Oliva
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引用次数: 13

摘要

在本章中,我们将展示系统动力学的工具和原理如何促进运营管理和行为科学的整合。系统动力学的核心是发展基于过程的理论,明确地研究操作系统的物理和制度结构与这些系统中代理的行为决策规则之间的相互作用。我们首先描述了动态环境下决策的系统动力学观点。然后,我们提出了一套制定行为决策的指导原则,并描述了系统动力学家收集数据以制定这些决策规则的方法。我们从操作环境中使用了两个详细的公式示例来展示如何使用决策过程的形式化表示来通过模拟和形式化分析技术获得操作见解。本章总结了利用系统动力学的优势探索行为操作未来研究的潜在领域。
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Integration of Behavioral and Operational Elements Through System Dynamics
In this chapter, we show how the tools and principles of system dynamics facilitate the integration of operations management and behavioral sciences. At its core, system dynamics develops process-based theories that explicitly examine the interactions between the physical and institutional structures of operational systems and the behavioral decision rules of the agents in those systems. We first describe the system dynamics perspective on decision-making in dynamic environments. We then present a set of guiding principles to formulate behavioral decision making and describe the methods used by system dynamists to gather data to formulate those decision rules. We used two detailed formulation examples from operational contexts to show how the formal representation of the decision-making process was used to gain operational insights through simulation and formal analytical techniques. The chapter concludes exploring potential areas of future research in behavioral operations leveraging the strengths of system dynamics.
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