Exploring The Relationship Between Responsiveness And Usability And Its Impact On Customer Satisfaction In E-Commerce

Syahrul Fath, Dimas Abimanyu, Misbak Misbak
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Abstract

This research explores the use of chatbots in e-commerce from a customer perspective, with the aim of determining how responsiveness affects usability, as well as how this usability affects customer satisfaction. The data collection method used was a questionnaire distributed to 195 respondents. For model and hypothesis testing, SPSS and AMOS software were used. The results of the validity and reliability tests show that the respondent data is valid and reliable for use in hypothesis testing. The normality test shows that the questionnaire data is normally distributed. The multicollinearity test shows that multicollinearity has occurred. The results of the fit model test are that most of the criteria can be met or are fit, so the statistical interpretation results can not only be used on the sample but on the population as a whole. And the hypothesis test shows that there is a significant positive relationship between responsiveness (X) and usability (Y) of the chatbot. These findings indicate that the more responsive a chatbot is, the higher its level of usefulness in the eyes of customers. When a chatbot is able to provide relevant answers, customers tend to feel that the chatbot is effective and practical to use in meeting customer needs. Furthermore, this research also found that usability (Y) significantly influences customer satisfaction (Z). In other words, easy-to-use and effective chatbots can increase customer satisfaction in an e-commerce context. When a chatbot is designed with a simple interface, customers can easily ask questions and receive the answers or help they need. In addition, if the chatbot is able to provide accurate and relevant answers, customers feel that their needs can be met.
探索电子商务中响应性和可用性之间的关系及其对客户满意度的影响
本研究从客户角度探讨了聊天机器人在电子商务中的应用,旨在确定响应性如何影响可用性,以及可用性如何影响客户满意度。数据收集方法是向 195 名受访者发放调查问卷。模型和假设检验使用了 SPSS 和 AMOS 软件。有效性和可靠性检验的结果表明,受访者的数据在假设检验中是有效和可靠的。正态性检验表明,问卷数据呈正态分布。多重共线性检验表明存在多重共线性。拟合模型检验的结果表明,大部分标准都可以满足或拟合,因此统计解释结果不仅可以用于样本,也可以用于总体。假设检验结果表明,聊天机器人的响应性(X)和可用性(Y)之间存在显著的正相关关系。这些结果表明,聊天机器人的响应性越高,在客户心目中的实用性就越高。当聊天机器人能够提供相关答案时,客户往往会觉得聊天机器人在满足客户需求方面是有效和实用的。此外,这项研究还发现,可用性(Y)会显著影响客户满意度(Z)。换句话说,易用且有效的聊天机器人可以提高电子商务环境下的客户满意度。如果聊天机器人的界面设计简单,客户就能很容易地提出问题并得到所需的答案或帮助。此外,如果聊天机器人能提供准确、相关的答案,客户就会觉得他们的需求可以得到满足。
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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