Can IT Investment Improve Customer Satisfaction? -Based on R Language

Shen Jing, Jinlin Liu
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Abstract

Based on the contingency theory, this paper uses the panel data of 41 A-share listed companies in China from 2016 to 2019 to convert the product-level data from C-CSI database into enterprise-level data, and then extracts the listed companies involved by using fixed effect model and random effect model respectively. This paper analyzes the impact of information technology investment on customer satisfaction, tests the moderating effect of environmental turbulence and marketing intensity, and carries out a robustness analysis to ensure the reliability of the research results. The results show that: (1) IT investment has a positive impact on customer satisfaction. (2) Environmental turbulence negatively moderates the relationship between the two, but IT investment still positively affects customer satisfaction. (3) Marketing intensity positively adjusts the negative adjustment relationship between IT and CS caused by environmental turbulence. In short, increasing marketing intensity under the condition of environmental turbulence can alleviate the new negative adjustment caused by environmental turbulence. The conclusion of the study provides some experience for enterprises to make IT investment decisions under the current global situation.
IT投资能提高客户满意度吗?基于R语言
本文基于权变理论,利用2016 - 2019年中国41家a股上市公司的面板数据,将C-CSI数据库中的产品级数据转换为企业级数据,然后分别采用固定效应模型和随机效应模型提取涉及的上市公司。本文分析了信息技术投资对顾客满意度的影响,检验了环境动荡和营销强度的调节作用,并进行了稳健性分析,以保证研究结果的可靠性。结果表明:(1)IT投资对客户满意度有正向影响。(2)环境动荡负向调节了两者之间的关系,但IT投资仍对客户满意度产生正向影响。(3)营销强度正向调节环境动荡导致的IT与CS的负向调节关系。总之,在环境动荡的情况下,加大营销力度可以缓解环境动荡带来的新的负面调整。研究结论为企业在当前全球形势下进行IT投资决策提供了一些经验。
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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