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A Frontier Approach to Measuring Impact of Adoption of Flexible Manufacturing Technology on Technical Efficiency of Malaysian Manufacturing Industry

机译:衡量采用柔性制造技术对马来西亚制造业技术效率影响的前沿方法

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This paper examines the impact of the adoption of Flexible Manufacturing Technology (FMT) on the Technical Efficiency of Malaysia Manufacturing Industry. Owing to the potential multicollinearity, the Principal Component Analysis has been adopted to extract the most appropriate underlying dimensions of FMT in an effort to substitute the eight FMT variables. The study has been conducted within FMT intensively adopted 16 three-digit industries that encompass 50 five-digit industries covering the years 2000-2005. The results obtained from the two situations, one, including the industry fixed effects dummy variables and the other without these, are contrasted. It is found that the model that included the industry fixed effect dummy variables possesses a greater explanatory power. The two principal components that account for the greater variation in FMT show positive and moderately significant relationship with TE. The study concludes with sufficient evidence that FMT has a direct and moderately significant relationship with TE.
机译:本文研究了采用柔性制造技术(FMT)对马来西亚制造业技术效率的影响。由于潜在的多重共线性,已采用主成分分析来提取FMT的最适当基础维度,以替代八个FMT变量。该研究是在FMT密集采用的16个三位数行业中进行的,涵盖了2000-2005年的50个五位数行业。比较两种情况下的结果,一种情况包括工业固定效应虚拟变量,而另一种没有这些结果。发现包含行业固定效应虚拟变量的模型具有更大的解释力。导致FMT变化较大的两个主要成分与TE呈现正相关和中度显着关系。该研究以足够的证据得出结论,即FMT与TE有直接和中等显着的关系。

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