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An integrated ISM-DEMATEL model for evaluation of technological innovation capabilities' impact on the competitiveness of Small Medium Size Enterprises (SMEs)

机译:集成的ISM-DEMATEL模型,用于评估技术创新能力对中小型企业(SME)竞争力的影响

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摘要

One of the most important factors that influence firms to improve competitiveness and achieve competitive advantage is the utilization of technological innovation capabilities (TICs). In this paper, the impacts of the various aspects of these capabilities are evaluated and prioritized. After reviewing the literature, the capabilities have been categorized into six dimensions and different aspects of competitiveness have been identified. Using Interpretive Structural Modelling (ISM), the interaction amongst the factors is extracted. Cause and effect equations of Multiple Attribute Decision-making approach are used to determine the relative rate of the effects of TICs on competitiveness. The results obtained from the DEMATEL algorithm and ISM are analyzed and compared and the rates of influences are evaluated. Finally, combining both the aforementioned methods, an integrated ISM-DEMATEL model is devised through which the factors are prioritized while the importance, intensity and effect of each factor are quantitatively calculated. The findings indicate that “R&D” has the highest influence on competitiveness of SMEs, and “profitability” and “quality” have the highest scores among the affected factors.
机译:影响企业提高竞争力和获得竞争优势的最重要因素之一是技术创新能力(TIC)的利用。在本文中,对这些功能的各个方面的影响进行了评估并确定了优先级。在回顾文献之后,将能力分为六个维度,并确定了竞争力的不同方面。使用解释性结构建模(ISM),提取因素之间的相互作用。使用多属性决策方法的因果方程式来确定TIC对竞争力的相对比率。分析和比较从DEMATEL算法和ISM获得的结果,并评估影响率。最后,结合上述两种方法,设计了一个集成的ISM-DEMATEL模型,通过该模型可以对因素进行优先排序,同时可以定量计算每个因素的重要性,强度和影响。研究结果表明,“ R&D”对中小企业竞争力的影响最大,而“盈利能力”和“质量”在受影响因素中得分最高。

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