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混合在线客服对消费者购买转化的影响研究
李顺,李莉,陈白雪
(南京理工大学经济管理学院  南京  210094)
Effect of Hybrid Online Customer Service on Purchase Conversions of Consumers
Li Shun,Li Li,Chen Baixue
(School of Economics and Management, Nanjing University of Science and Technology, Nanjing 210094, China)
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摘要 

[目的] 探究电子商务中混合在线客服对消费者购买转化的影响。[方法]以企业数据为样本,利用Logit模型探究了人工客服、智能客服及二者交互项对消费者购买转化的影响,并通过分组回归讨论混合在线客服对消费者购买转化的异质性效果。[结果] 混合在线客服提供模式下人工客服、智能客服的使用对消费者购买转化有显著的正向作用,人工客服与智能客服的使用之间存在替代关系。[局限]混合在线客服对消费者购买转化的研究有待扩展,未来可以考虑将消费者收入、消费习惯等因素加入研究模型,以及对会话内容进行分析。[结论]本研究关注消费者实际购买转化,为电商企业制定有效的客户服务运营策略提供参考和建议。

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关键词 人工客服智能客服购买转化Logit模型     
Abstract

[Objective] This paper investigates the effect of hybrid online customer service on consumers’ purchase conversions. [Methods] Using enterprise data as a sample, this paper employs the logit model to investigate the effect of human customer service, intelligent customer service and their interaction on consumers’ purchase conversions.  This paper also uses grouping regression to discuss the heterogeneous effects of hybrid online customer service on consumers’ purchase conversions. [Results] Under the hybrid online customer service delivery model, the use of human customer service and intelligent customer service have a significant positive effect on consumers’ purchase conversions, and there is a substitute relationship between the use of human customer service and intelligent customer service. [Limitations] The research model needs to be expanded, future research could consider adding factors such as consumers’ incomes and consumption habits to the research model, as well as analyzing session content. [Conclusions] Focusing on the actual purchase conversions of consumers, this study could help e-commerce companies to develop effective customer service operation strategies.

Key words Human Customer Service    Intelligent Customer Service    Purchase Conversion    Logit Model
     出版日期: 2022-07-29
ZTFLH:  F724.6  
引用本文:   
李顺, 李莉, 陈白雪. 混合在线客服对消费者购买转化的影响研究 [J]. 数据分析与知识发现, 10.11925/infotech.2096-3467.2022-0354.
Li Shun, Li Li, Chen Baixue. Effect of Hybrid Online Customer Service on Purchase Conversions of Consumers . Data Analysis and Knowledge Discovery, 0, (): 1-.
链接本文:  
https://manu44.magtech.com.cn/Jwk_infotech_wk3/CN/10.11925/infotech.2096-3467.2022-0354      或      https://manu44.magtech.com.cn/Jwk_infotech_wk3/CN/Y0/V/I/1
[1] 李顺, 李莉, 陈白雪. 混合在线客服对消费者购买转化的影响研究*[J]. 数据分析与知识发现, 2023, 7(3): 69-79.
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