AI直播在跨境运营中的表现会比KOL更好吗?

IF 5.4 2区 医学 Q2 MATERIALS SCIENCE, BIOMATERIALS ACS Biomaterials Science & Engineering Pub Date : 2023-06-01 DOI:10.1016/j.tre.2023.103130
Baozhuang Niu, Xinhu Yu, Jian Dong
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引用次数: 2

摘要

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

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.

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来源期刊
ACS Biomaterials Science & Engineering
ACS Biomaterials Science & Engineering Materials Science-Biomaterials
CiteScore
10.30
自引率
3.40%
发文量
413
期刊介绍: ACS Biomaterials Science & Engineering is the leading journal in the field of biomaterials, serving as an international forum for publishing cutting-edge research and innovative ideas on a broad range of topics: Applications and Health – implantable tissues and devices, prosthesis, health risks, toxicology Bio-interactions and Bio-compatibility – material-biology interactions, chemical/morphological/structural communication, mechanobiology, signaling and biological responses, immuno-engineering, calcification, coatings, corrosion and degradation of biomaterials and devices, biophysical regulation of cell functions Characterization, Synthesis, and Modification – new biomaterials, bioinspired and biomimetic approaches to biomaterials, exploiting structural hierarchy and architectural control, combinatorial strategies for biomaterials discovery, genetic biomaterials design, synthetic biology, new composite systems, bionics, polymer synthesis Controlled Release and Delivery Systems – biomaterial-based drug and gene delivery, bio-responsive delivery of regulatory molecules, pharmaceutical engineering Healthcare Advances – clinical translation, regulatory issues, patient safety, emerging trends Imaging and Diagnostics – imaging agents and probes, theranostics, biosensors, monitoring Manufacturing and Technology – 3D printing, inks, organ-on-a-chip, bioreactor/perfusion systems, microdevices, BioMEMS, optics and electronics interfaces with biomaterials, systems integration Modeling and Informatics Tools – scaling methods to guide biomaterial design, predictive algorithms for structure-function, biomechanics, integrating bioinformatics with biomaterials discovery, metabolomics in the context of biomaterials Tissue Engineering and Regenerative Medicine – basic and applied studies, cell therapies, scaffolds, vascularization, bioartificial organs, transplantation and functionality, cellular agriculture
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