环境因素对供应链管理中采用大数据分析的影响研究

K. Mezghani, A. Alsadi, T. Alaskar
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引用次数: 1

摘要

目前的研究结合了制度理论和TOE框架,以检查环境因素的影响,以及最高管理层支持在沙特公司的供应链管理(SCM)中采用大数据分析(BDA)的决策中的中介作用,作为转型期发展中经济的背景。使用Smartpls对PLSPM进行的统计分析表明,环境因素可以直接或间接地影响在SCM中采用BDA的意图。从理论角度看,将TOE框架与制度理论视角相结合,为我们提供了一个研究模型,该模型突出了TMS作为中介因素的重要性,有助于在处理BDA采用时吸收环境因素的影响。从管理的角度来看,这项研究应该对参与供应链管理和对使用BDA感兴趣的从业者有用,因为它向他们展示了环境因素在决定在供应链管理中采用BDA时可以发挥的关键作用。
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Study of the Environmental Factors' Effects on Big Data Analytics Adoption in Supply Chain Management
The current study combines the institutional theory and the TOE framework to examine the effects of environmental factors along with the mediating role of top managements support on the decision to adopt big data analytics (BDA) in supply chain management (SCM) in Saudi firms as context of a developing economy in transition. The statistical analyses of the PLSPM performed with Smartpls showed that the environment factors could affect directly and indirectly the intention to adopt BDA in SCM. From a theoretical perspective, combining TOE framework with an institutional theory perspective provided us with a research model that highlight the importance of TMS as a mediating factor that can help to assimilate the effects of environment factors when dealing with BDA adoption. From a managerial perspective, this research should be useful for practitioners involved in the SCM and interested by the use of BDA by showing them the critical roles that can be played by environment factors in the decision to adopt BDA in SCM.
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