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Using agent-based modeling in routine dynamics research: a quantitative and content analysis of literature
Review of Managerial Science ( IF 5.435 ) Pub Date : 2021-03-06 , DOI: 10.1007/s11846-021-00446-z
Dehua Gao , Aliakbar Akbaritabar

This paper presents an overview of all scientific contributions using agent-based modeling (ABM) methodology in routine dynamics research. That is a specialized area of study and our extensive literature search revealed only a total of 12 contributions. We did a quantitative analysis of these published literature using co-authorship, cross-citation and bibliographic coupling methods. We then complemented the overview with a content analysis of substantial focus of these literatures. We summarized their findings and showed how ABM is applied in routine dynamics research. By elaborating on what has been done, we provide an overview of this newly emerging research field and present possible directions for future work. Even though there are only a few publications in this research field, we expect that dialogue between ABM modelers and routine scholars would be beneficial to promote the development in this area. It would be conducive to advancing the understanding of complex internal structure, processes and dynamics of organizational routines.



中文翻译:

在常规动力学研究中使用基于主体的建模:文献的定量和内容分析

本文概述了在常规动力学研究中使用基于代理的建模(ABM)方法进行的所有科学贡献。这是一个专门的研究领域,而我们广泛的文献搜索显示,总共只有12篇论文。我们使用合着,交叉引用和书目耦合方法对这些已发表的文献进行了定量分析。然后,我们对这些文献进行了实质性的内容分析,从而对概述进行了补充。我们总结了他们的发现,并展示了ABM如何在常规动力学研究中应用。通过详细说明已完成的工作,我们对这个新兴的研究领域进行了概述,并提出了未来工作的可能方向。即使该研究领域的出版物很少,我们希望ABM建模者与常规学者之间的对话将有益于促进这一领域的发展。这将有助于增进对复杂的内部结构,过程和组织程序动态的理解。

更新日期:2021-03-07
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