Simulation modeling - An effective method in doing business and management research

Nguyen Thi Huyen Tram
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引用次数: 1

Abstract

Although simulation modeling is a popular method in doing scientific research for many disciplines, namely decision science, optimization, information technology. Social science disciplines, particularly business and management, still receive little attention in applying this method. The paper introduces simulation modeling as an effective method in doing business and management research using Dimensions database and comparative analysis to explore (1) suitability and contribution in general disciplines as well as business and management, (2) advantages and disadvantages, (3) common types of models, and (4) effective software that researchers could use for specific research problems. The findings of this study confirm that simulation modeling is an effective method in doing business and management research thanks to its abilities in dynamics reflecting the real world, abstracted illustration, and naturally accommodating more plausible behavioral assumptions. However, modelers need to be aware of computational possibilities, the model’s complexity, and validity which might impact the simulated research results. The objective of this study is a calling for more simulation-based research to tackle complicated study problems related to business organizations with advanced technology and powerful tools listed in the paper. Thus, modelers are served well by this work as a reference for basic knowledge related to simulation modeling in business and management research.
仿真建模——进行商业和管理研究的有效方法
虽然仿真建模是许多学科,即决策科学、优化、信息技术等科学研究的常用方法。社会科学学科,特别是商业和管理,在应用这种方法方面仍然很少受到关注。本文介绍了仿真建模作为进行商业和管理研究的一种有效方法,使用Dimensions数据库和比较分析来探索(1)在一般学科以及商业和管理中的适用性和贡献,(2)优点和缺点,(3)常见的模型类型,以及(4)研究人员可用于特定研究问题的有效软件。本研究的结果证实,仿真建模是进行商业和管理研究的有效方法,因为它具有动态反映现实世界的能力,抽象的说明,自然地适应更合理的行为假设。然而,建模者需要意识到计算的可能性、模型的复杂性和有效性,这可能会影响模拟的研究结果。本研究的目的是呼吁更多基于模拟的研究,以解决与商业组织相关的复杂研究问题,并在文中列出了先进的技术和强大的工具。因此,本研究为建模者提供了商业和管理研究中与仿真建模相关的基础知识参考。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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