Big Data and Performance: The Mediating Effect of Customer Agility

Victoria Yousra Ourzik
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Abstract

This study investigates the impact of big data analytics capabilities on firm performance, with a focus on the mediating role of customer agility. The research is based on the dynamic capabilities theory and utilizes data from 123 senior managers. The study finds that customer sensing and customer responding mediate the relationship between big data analytics capabilities and firm performance. The results indicate a significant indirect effect of big data analytics capabilities on firm performance through customer sensing and customer responding. The study contributes to the understanding of the mechanisms underlying the impact of big data analytics and customer agility on firm performance.
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大数据与绩效:客户敏捷性的中介效应
本研究探讨了大数据分析能力对企业绩效的影响,重点关注了客户敏捷性的中介作用。本研究以动态能力理论为基础,利用123名高级管理人员的数据。研究发现,客户感知和客户响应是大数据分析能力与企业绩效之间关系的中介。研究结果表明,大数据分析能力通过客户感知和客户响应对企业绩效产生了显著的间接影响。该研究有助于理解大数据分析和客户敏捷性对公司绩效影响的潜在机制。
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