结合案例研究和多智能体模拟,分析信息系统中复杂和紧急过程的研究设计方案

Johann Habib, François de Corbière
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引用次数: 0

摘要

仿真方法在组织科学中的应用越来越广泛。然而,很少有信息系统管理方面的研究整合了这种方法。在本文中,我们首先强调仿真与分析复杂和紧急现象的相关性。然后,讨论了案例研究和多智能体仿真两种方法相结合的研究设计的价值。用两个仿真模型来说明两种方法结合的贡献,特别是对提高仿真结果的有效性。仿真的定性基础提高了所建模型的有效性,并且可以更好地解释仿真结果。反过来,模拟允许制定新的问题更具理论性和前瞻性,也加强了结果的理论概括。然而,这种方法的结合导致了对研究设计中模拟的定位的回顾。模拟在科学知识建设中并不占据中心位置,而是一个补充位置,允许超越案例研究并更新研究人员的问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A research design proposal combining case study and multi-agent simulation for analyzing complex and emergent processes in Information Systems
Simulation methods are more and more used in organization sciences. However, few researches in management of information systems integrate this methodological approach. In this paper, we first highlight simulation relevance to analyze complex and emergent phenomena. Then, the value of a research design combining two methodological approaches, case study and multi-agent simulation, is argued. Two simulation models are used to illustrate the contribution of combining both the methods, especially for improving validity of the simulation results. Qualitative foundations of the simulation improve the validity of the model built as well as they allow a better interpretation of simulation results. In return, simulation allows formulating new questions more theoretical and prospective, and also reinforces the theoretical generalization of results. Nevertheless this methodological combination leads to review the positioning of simulation in the research design. The simulation doesn’t hold a central place in the scientific knowledge building but more a complementary place, allow to surpass the case study and to renew the researcher questions.
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