How Digital Transformation Capabilities Influence Firm Performance? A Methodology for Supporting Decision-Making

S. Oliveira, Sandro Trento
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Abstract

The present paper aims to examine how digital transformation capabilities influence the performance of Small and Medium Enterprises in the high technology sector in Italy. In this way, the support methodology for the decision was developed. The aforementioned system considers a sequence of proceedings directed to the prioritization ranking of digital transformation capabilities. This stage consisted of the following steps: (i) the determination of the CSF; (ii) the assessment of digital transformation capabilities in relation to CSF; (iii) the determination of global performance of digital transformation capabilities using neurofuzzy networks. The results obtained have been satisfying, validating the proceeding proposed for assembling and the prioritization of digital transformation capability for projects on Small and Medium Enterprises of high technology under turbulent and uncertain environments.
数字化转型能力如何影响企业绩效?支持决策的方法论
本文旨在研究数字化转型能力如何影响意大利高科技行业中小企业的绩效。通过这种方式,制定了支持决策的方法。上述系统考虑针对数字转换能力的优先级排序的一系列程序。这一阶段包括以下步骤:(i)测定CSF;(ii)评估与CSF有关的数码转换能力;(iii)利用神经模糊网络确定数字化转型能力的整体表现。所得结果令人满意,验证了在动荡和不确定环境下中小高新技术企业项目数字化转型能力整合和优先排序的过程。
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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