Could AI livestream perform better than KOL in cross-border operations?

Baozhuang Niu, Xinhu Yu, Jian Dong
{"title":"Could AI livestream perform better than KOL in cross-border operations?","authors":"Baozhuang Niu,&nbsp;Xinhu Yu,&nbsp;Jian Dong","doi":"10.1016/j.tre.2023.103130","DOIUrl":null,"url":null,"abstract":"<div><p>AI livestream with virtual anchors enables the global brands to promote products by transcending cultural disparities. So the novel business model incorporating AI livestream in cross-border operations is worth investigating to show the tradeoffs in the global brands’ decision between AI and the widely adopted key-opinion-leader (KOL) livestream. We focus on the direct channel because such concern does not exist in the reselling channel by the use of local retailers. We develop a cross-border co-opetition model to show the bright and dark sides of AI livestream, where the tariff cost difference between the livestream channel and the existing retail channel are taken into account. We show that, although the novel features of AI livestream are extensively formulated, this new promotion tool can be beneficial only when (1) the network externality among livestream fans is very strong; or (2) the network externality is relatively weak but the tariff cost in the retail channel is high. The underlying rationality can be interpreted by two interesting effects for the offline retail channel, namely the “<em>suppress effect</em>” in AI livestream and the “<em>bailout effect</em>” in KOL livestream. We further examine the impact of cross-border logistics cost and the KOL’s stronger network externality to show the robustness of the main findings.</p></div>","PeriodicalId":49418,"journal":{"name":"Transportation Research Part E-Logistics and Transportation Review","volume":"174 ","pages":"Article 103130"},"PeriodicalIF":8.8000,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Transportation Research Part E-Logistics and Transportation Review","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1366554523001187","RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ECONOMICS","Score":null,"Total":0}
引用次数: 2

Abstract

AI livestream with virtual anchors enables the global brands to promote products by transcending cultural disparities. So the novel business model incorporating AI livestream in cross-border operations is worth investigating to show the tradeoffs in the global brands’ decision between AI and the widely adopted key-opinion-leader (KOL) livestream. We focus on the direct channel because such concern does not exist in the reselling channel by the use of local retailers. We develop a cross-border co-opetition model to show the bright and dark sides of AI livestream, where the tariff cost difference between the livestream channel and the existing retail channel are taken into account. We show that, although the novel features of AI livestream are extensively formulated, this new promotion tool can be beneficial only when (1) the network externality among livestream fans is very strong; or (2) the network externality is relatively weak but the tariff cost in the retail channel is high. The underlying rationality can be interpreted by two interesting effects for the offline retail channel, namely the “suppress effect” in AI livestream and the “bailout effect” in KOL livestream. We further examine the impact of cross-border logistics cost and the KOL’s stronger network externality to show the robustness of the main findings.

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
AI直播在跨境运营中的表现会比KOL更好吗?
虚拟主播人工智能直播可以让全球品牌超越文化差异来推广产品。因此,将人工智能直播纳入跨境运营的新型商业模式值得研究,以显示全球品牌在人工智能和广泛采用的关键意见领袖(KOL)直播之间的决策权衡。我们专注于直接渠道,因为在使用本地零售商的转售渠道中不存在这种担忧。我们开发了一个跨境合作竞争模型,以显示人工智能直播的光明和黑暗的一面,其中考虑了直播渠道和现有零售渠道之间的关税成本差异。我们表明,尽管人工智能直播的新功能被广泛制定,但这种新的推广工具只有在以下情况下才会有益:(1)直播粉丝之间的网络外部性非常强;或者(2)网络外部性较弱,但零售渠道的资费成本较高。其背后的合理性可以用线下零售渠道的两个有趣效应来解释,即AI直播的“抑制效应”和KOL直播的“救助效应”。我们进一步研究了跨境物流成本和KOL更强的网络外部性的影响,以显示主要研究结果的稳健性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
CiteScore
16.20
自引率
16.00%
发文量
285
审稿时长
62 days
期刊介绍: Transportation Research Part E: Logistics and Transportation Review is a reputable journal that publishes high-quality articles covering a wide range of topics in the field of logistics and transportation research. The journal welcomes submissions on various subjects, including transport economics, transport infrastructure and investment appraisal, evaluation of public policies related to transportation, empirical and analytical studies of logistics management practices and performance, logistics and operations models, and logistics and supply chain management. Part E aims to provide informative and well-researched articles that contribute to the understanding and advancement of the field. The content of the journal is complementary to other prestigious journals in transportation research, such as Transportation Research Part A: Policy and Practice, Part B: Methodological, Part C: Emerging Technologies, Part D: Transport and Environment, and Part F: Traffic Psychology and Behaviour. Together, these journals form a comprehensive and cohesive reference for current research in transportation science.
期刊最新文献
Technological Upgrading Investment and Encroachment Strategies in an Outsourcing Supply Chain with Licensing Assessing Markov property in driving behaviors: Insights from statistical tests Digital platforms in supply chain and logistics management: A systematic literature review Improving operations strategies at busy taxi stands: An analytical approach Deep reinforcement learning approach to solving clustered vehicle routing problems
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1