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A dynamic ERP critical failure factors modelling with FCM throughout project lifecycle phases

机译:在整个项目生命周期阶段中,使用FCM进行动态ERP关键故障因素建模

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摘要

Implementation of enterprise resource planning systems (ERPs) is a complex and costly task which usually results in serious failures. Numerous factors affect these projects implementation due to their size, complexity and high chance of failure. Therefore, identifying these factors in ERP projects is a critical issue. The majority of previous publications have been conducted in identifying ERP critical success factors (CSFs) rather than critical failure factors (CFFs). In order to help practitioners, this article studies the CFFs in ERP implementation projects. The implications of interdependency among failure factors are also usually overlooked by project managers due to perceived complexity in modelling and analysing influential factors. With this in mind, we have proposed a fuzzy cognitive map (FCM)-based dynamic model of ERP failure factors through project lifecycle phases. The main advantage of FCM lies in them being capable of modelling complex phenomena based on the experts' perceptions. This tool models uncertainty and related events, imitating human reasoning. Moreover, FCMs enable the developing of forecasting exercises through simulations. Practitioners would thus assess the joint influence of ERP implementation failure factors on project outcomes. The results make known to practitioners which problems will arise if the failure factors are not treated, and how these will impact on the outcomes of projects. Therefore, the proposed approach would help them to manage ERP implementation projects in a more effective and proactive way.
机译:企业资源计划系统(ERP)的实施是一项复杂而昂贵的任务,通常会导致严重的故障。由于这些项目的规模,复杂性和失败的可能性很高,因此许多因素会影响这些项目的实施。因此,在ERP项目中识别这些因素是一个关键问题。以前的大多数出版物都是在确定ERP关键成功因素(CSF)而非关键失败因素(CFF)的情况下进行的。为了帮助从业人员,本文研究了ERP实施项目中的CFF。由于建模和分析影响因素的复杂性,项目经理通常也常常忽略失败因素之间相互依存的含义。考虑到这一点,我们提出了贯穿项目生命周期阶段的基于模糊认知图(FCM)的ERP失败因素动态模型。 FCM的主要优点在于它们能够根据专家的感知对复杂现象进行建模。该工具模拟不确定性和相关事件,模仿人类推理。此外,FCM可以通过模拟开发预测演习。因此,从业人员将评估ERP实施失败因素对项目成果的共同影响。结果使从业人员知道,如果不处理故障因素,将会出现哪些问题,以及这些问题将如何影响项目的成果。因此,建议的方法将帮助他们以更有效和主动的方式管理ERP实施项目。

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