Research of The Influence of Technological Innovation on Business Performance Based on cluster analysis

Li Guo, Jieru Liu
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Abstract

With the advent of the era of big data, the data information processing ability of enterprises has been greatly improved. By using the innovative technology of big data, enterprises can realize the networked performance management. This paper adopts cluster analysis to make empirical analysis on listed companies, Cluster analysis is to divide samples into different categories according to similarity according to certain indexes. The results of SPSS show that there is a positive correlation between enterprise innovation capability and business performance. Moreover, technological innovation has a significant impact on the performance of labor-intensive and technology-intensive enterprises, but has no significant impact on capital-intensive enterprises. Managers should pay full attention to the impact of innovation ability on business performance of enterprises, take advantage of the progress of big data technology, and improve the competitiveness of technological advancement between countries.
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基于聚类分析的技术创新对企业绩效影响研究
随着大数据时代的到来,企业的数据信息处理能力得到了极大的提高。利用大数据的创新技术,企业可以实现网络化的绩效管理。本文采用聚类分析对上市公司进行实证分析,聚类分析是根据一定的指标将样本按照相似度划分为不同的类别。SPSS分析结果表明,企业创新能力与企业绩效之间存在正相关关系。此外,技术创新对劳动密集型和技术密集型企业的绩效有显著影响,但对资本密集型企业的绩效没有显著影响。管理者应充分重视创新能力对企业经营绩效的影响,利用大数据技术的进步,提高国家间技术进步的竞争力。
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