识别基于工件的探索和开发对例程形成动力学的影响:一个基于agent的模型

IF 2.2 3区 工程技术 Q1 SOCIAL SCIENCES, INTERDISCIPLINARY Jasss-The Journal of Artificial Societies and Social Simulation Pub Date : 2023-01-01 DOI:10.18564/jasss.5092
Dehua Gao, Yumei Yang
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引用次数: 0

摘要

组织例程是捕捉组织如何完成其任务的典型方式的核心。本文主要总结了学者们对人工制品和物质性在日常过程中所起的关键作用的认识的发展。然后,我们将重点放在由多个人类参与者进行的基于材料人工制品的探索和开发上,并在微观层面上的个体位置行动和作为模式例程的集体结果之间建立联系。这一方面揭示了人类演员对物质人工制品的探索和利用,另一方面揭示了作为人工表征的常规表演和人工制品之间的“(重新)框架-溢出”互动循环之间的潜在逻辑(D’adderio 2008, 2011)。随后,本研究使用基于代理的方法从“自下而上”形式化常规地层动力学。我们的模拟结果突出了三个关键方面之间的关系,包括组织任务内部和组织任务之间的情境行动之间的相互依赖性,由多个人类参与者进行的基于人工制品的探索和利用活动,以及常规系统中表征人际关系的组织结构或权力不对称。研究工作从理论上丰富了人们对套路形成动态的理解,并为管理者通过人工制品设计套路表演提供了指导。
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Identifying the Impact of Artifacts-Based Exploration and Exploitation on Routines’ Formation Dynamics: An Agent-Based Model
: Organizational routines are at the core in capturing the typical way of how organizations accomplish their tasks. This paper primarily summarizes the development of scholars’ understanding of the crucial role that artifacts and the materiality play during the course of routines. We then focus on the material artifacts-based exploration and exploitation carried out by multiple human actors, and create a link between individual situated actions at the micro-level and the collective outcome as patterned routines. This discloses the underlying logic between human actors’ exploration and exploitation of material artifacts on the one hand, and the ‘(re)framing-overflowing’ interaction loop amidst routine performances and artifacts as artifactual representations (D’Adderio 2008, 2011) on the other. Subsequently, this study uses an agent-based approach to formalize routines formation dynamics from the ‘bottom-up’. Our simulation results highlighted the relationships be-tween the three crucial aspects – which include the interdependences between situated-actions within and between organizational tasks, artifacts-based explorative and exploitative activities carried out by multiple human actors, and organizational structures or the power asymmetry characterizing interpersonal relationships within the routine system. The research work theoretically enriches people’s understanding of routines formation dynamics over time, and provides indications for managers in designing routine performances via the artifacts.
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来源期刊
CiteScore
7.40
自引率
9.50%
发文量
16
审稿时长
21 weeks
期刊介绍: The Journal of Artificial Societies and Social Simulation is an interdisciplinary journal for the exploration and understanding of social processes by means of computer simulation. Since its first issue in 1998, it has been a world-wide leading reference for readers interested in social simulation and the application of computer simulation in the social sciences. Original research papers and critical reviews on all aspects of social simulation and agent societies that fall within the journal"s objective to further the exploration and understanding of social processes by means of computer simulation are welcome.
期刊最新文献
Social Identity and Organizational Control: Results of an Agent-Based Simulation Unpacking a Black Box: A Conceptual Anatomy Framework for Agent-Based Social Simulation Models Conditions and Effects of Norm Internalization A Methodology to Develop Agent-Based Models for Policy Support Via Qualitative Inquiry Using Machine Learning for Agent Specifications in Agent-Based Models and Simulations: A Critical Review and Guidelines
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