IDEAS home Printed from https://ideas.repec.org/a/eee/transe/v182y2024ics1366554524000140.html
   My bibliography  Save this article

Service design under asymmetric service provider competition: Applications of AI services

Author

Listed:
  • Yu, Shiqiang
  • Guo, Chunxiang

Abstract

Recently, with the advancement of artificial intelligence (AI) technology (e.g. ChatGPT), more enterprises are incorporating AI into their customer service to reduce costs. However, the excessive use of AI technology will also reduce consumers’ satisfaction with services, and finding a balance between high-quality human service and cost-effective AI service is crucial for enterprises. To answer this question, this paper establishes a service competition model in which a service integrator (SI) procures services from an AI service provider (ASP) and a human service provider (HSP), and then combines them to offer integrated services to consumers. The findings reveal that, under certain conditions, the introduction of low-cost AI service by SI may result in increased product price. This occurs because ASP tends to set higher price for AI service to ensure its profitability per unit. When the consumer service sensitivity is moderate, SI can generate greater profits by skillfully designing blended service instead of relying on a single service. HSP encourages SI to adopt some of its competitors’ AI service when the consumer service sensitivity is low, while ASP does the opposite. Interestingly, a win–win scenario emerges, where all competing service providers earn higher profits compared to offering exclusive services, and SI profits and consumer welfare are also higher. In addition, service integration is essential to increase revenue for all parties involved, but the revenue increase is the same regardless of which party performs the service integration.

Suggested Citation

  • Yu, Shiqiang & Guo, Chunxiang, 2024. "Service design under asymmetric service provider competition: Applications of AI services," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 182(C).
  • Handle: RePEc:eee:transe:v:182:y:2024:i:c:s1366554524000140
    DOI: 10.1016/j.tre.2024.103424
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1366554524000140
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.tre.2024.103424?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Chen, Pengyu & Liu, Xu & Wang, Qin & Zhou, Pin, 2022. "The Implications of Competition on Strategic Inventories Considering Manufacturer-to-Consumer Rebates," Omega, Elsevier, vol. 107(C).
    2. S. Chan Choi, 1991. "Price Competition in a Channel Structure with a Common Retailer," Marketing Science, INFORMS, vol. 10(4), pages 271-296.
    3. Johari, Maryam & Hosseini-Motlagh, Seyyed-Mahdi & Rasti-Barzoki, Morteza, 2019. "An evolutionary game theoretic model for analyzing pricing strategy and socially concerned behavior of manufacturers," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 128(C), pages 506-525.
    4. Arnold Tukker, 2004. "Eight types of product–service system: eight ways to sustainability? Experiences from SusProNet," Business Strategy and the Environment, Wiley Blackwell, vol. 13(4), pages 246-260, July.
    5. Serguei Netessine & Terry A. Taylor, 2007. "Product Line Design and Production Technology," Marketing Science, INFORMS, vol. 26(1), pages 101-117, 01-02.
    6. Qin, Xuelian & Liu, Zhixue & Tian, Lin, 2020. "The strategic analysis of logistics service sharing in an e-commerce platform," Omega, Elsevier, vol. 92(C).
    7. Preyas S. Desai, 2001. "Quality Segmentation in Spatial Markets: When Does Cannibalization Affect Product Line Design?," Marketing Science, INFORMS, vol. 20(3), pages 265-283, August.
    8. Wang, Di & Liu, Weihua & Shen, Xinran & Wei, Wanying, 2019. "Service order allocation under uncertain demand: Risk aversion, peer competition, and relationship strength," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 130(C), pages 293-311.
    9. Liu, Xinbao & Yang, Tianji & Pei, Jun & Liao, Haitao & Pohl, Edward A., 2019. "Replacement and inventory control for a multi-customer product service system with decreasing replacement costs," European Journal of Operational Research, Elsevier, vol. 273(2), pages 561-574.
    10. Yuetao Gao & Norman Johnson & Bo Shen & Yinliang (Ricky) Tan, 2023. "Benefits of sourcing alternative inputs of manufacturers for suppliers," Production and Operations Management, Production and Operations Management Society, vol. 32(6), pages 1880-1894, June.
    11. Wang, Junbin & Zhang, Ting & Fan, Xiaojun, 2020. "Reverse channel design with a dominant retailer and upstream competition in emerging markets: Retailer- or manufacturer- collection?," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 137(C).
    12. Liu, Jiaguo & Wang, Junjin, 2019. "Carrier alliance incentive analysis and coordination in a maritime transport chain based on service competition," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 128(C), pages 333-355.
    13. Liu, Bingbing & Yu, Yugang & Guo, Xiaolong, 2021. "Simpler and better: Supply chain contracting in the presence of contract unobservability and upstream competition," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 154(C).
    14. Rezapour, Shabnam & Allen, Janet K. & Mistree, Farrokh, 2016. "Reliable product-service supply chains for repairable products," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 95(C), pages 299-321.
    15. Jingqi Wang & Hyoduk Shin, 2015. "The Impact of Contracts and Competition on Upstream Innovation in a Supply Chain," Production and Operations Management, Production and Operations Management Society, vol. 24(1), pages 134-146, January.
    16. Li, Wei & Chen, Jing, 2018. "Pricing and quality competition in a brand-differentiated supply chain," International Journal of Production Economics, Elsevier, vol. 202(C), pages 97-108.
    17. Kamalaldin, Anmar & Sjödin, David & Hullova, Dusana & Parida, Vinit, 2021. "Configuring ecosystem strategies for digitally enabled process innovation: A framework for equipment suppliers in the process industries," Technovation, Elsevier, vol. 105(C).
    18. Siqin, Tana & Choi, Tsan-Ming & Chung, Sai-Ho, 2022. "Optimal E-tailing channel structure and service contracting in the platform era," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 160(C).
    19. Di Wang & Weihua Liu & Yanjie Liang & Shuang Wei, 2023. "Decision optimization in service supply chain: the impact of demand and supply-driven data value and altruistic behavior," Annals of Operations Research, Springer, vol. 324(1), pages 971-992, May.
    20. Andy A. Tsay & Narendra Agrawal, 2000. "Channel Dynamics Under Price and Service Competition," Manufacturing & Service Operations Management, INFORMS, vol. 2(4), pages 372-391, August.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Li, Wei & Chen, Jing, 2020. "Manufacturer’s vertical integration strategies in a three-tier supply chain," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 135(C).
    2. Song, Haiqing & Duan, Housheng & Deng, Sijing & Xu, Jiayan, 2022. "Brand extension and channel structure: An analysis of the effects of social influence," Omega, Elsevier, vol. 110(C).
    3. Chen, Jingxian & Liang, Liang & Yang, Feng, 2015. "Cooperative quality investment in outsourcing," International Journal of Production Economics, Elsevier, vol. 162(C), pages 174-191.
    4. Lu Hsiao & Ying‐Ju Chen & Hui Xiong, 2019. "Supply chain coordination with product line design and a revenue sharing scheme," Naval Research Logistics (NRL), John Wiley & Sons, vol. 66(3), pages 213-229, April.
    5. Zhang, Yu & Huang, Min & Tian, Lin & Cai, Gangshu George & Jin, Delong & Fan, Zhiping, 2023. "Manufacturer’s product line selling strategy and add-on policy in product sharing," European Journal of Operational Research, Elsevier, vol. 308(3), pages 1332-1343.
    6. Chakraborty, Tulika & Chauhan, Satyaveer S. & Ouhimmou, Mustapha, 2019. "Cost-sharing mechanism for product quality improvement in a supply chain under competition," International Journal of Production Economics, Elsevier, vol. 208(C), pages 566-587.
    7. Xia, Yu & Tan, Dan & Wang, Bolin, 2021. "Use of a product service system in a competing remanufacturing market," Omega, Elsevier, vol. 102(C).
    8. Fan, Jianchang & Ni, Debing & Fang, Xiang, 2020. "Liability cost sharing, product quality choice, and coordination in two-echelon supply chains," European Journal of Operational Research, Elsevier, vol. 284(2), pages 514-537.
    9. Yunchuan Liu & Tony Haitao Cui, 2010. "The Length of Product Line in Distribution Channels," Marketing Science, INFORMS, vol. 29(3), pages 474-482, 05-06.
    10. Li, Lin & Li, Guo, 2023. "Integrating logistics service or not? The role of platform entry strategy in an online marketplace," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 170(C).
    11. Yao, Dong-Qing & Liu, John J., 2005. "Competitive pricing of mixed retail and e-tail distribution channels," Omega, Elsevier, vol. 33(3), pages 235-247, June.
    12. Qin, Xuelian & Liu, Zhixue & Tian, Lin, 2021. "The optimal combination between selling mode and logistics service strategy in an e-commerce market," European Journal of Operational Research, Elsevier, vol. 289(2), pages 639-651.
    13. Yan, Xiaoming & Zhao, Wenhan & Yu, Yugang, 2022. "Optimal product line design with reference price effects," European Journal of Operational Research, Elsevier, vol. 302(3), pages 1045-1062.
    14. Zhou, Yu & Gao, Xiang & Luo, Suyuan & Xiong, Yu & Ye, Niangyue, 2022. "Anti-Counterfeiting in a retail Platform: A Game-Theoretic approach," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 165(C).
    15. Li, Bai-Xun & Zhou, Yong-Wu & Li, Ji-zi & Zhou, Shi-ping, 2013. "Contract choice game of supply chain competition at both manufacturer and retailer levels," International Journal of Production Economics, Elsevier, vol. 143(1), pages 188-197.
    16. Xuan Zhao & Derek Atkins & Yong Liu, 2009. "Effects of distribution channel structure in markets with vertically differentiated products," Quantitative Marketing and Economics (QME), Springer, vol. 7(4), pages 377-397, December.
    17. Luo, Zheng & Chen, Xu & Chen, Jing & Wang, Xiaojun, 2017. "Optimal pricing policies for differentiated brands under different supply chain power structures," European Journal of Operational Research, Elsevier, vol. 259(2), pages 437-451.
    18. Matsui, Kenji, 2019. "A supply chain member should set its margin later if another member's cost is highly uncertain," European Journal of Operational Research, Elsevier, vol. 275(1), pages 127-138.
    19. Raghu Nandan Giri & Shyamal Kumar Mondal & Manoranjan Maiti, 2020. "Bundle pricing strategies for two complementary products with different channel powers," Annals of Operations Research, Springer, vol. 287(2), pages 701-725, April.
    20. Qiaoyu Peng & Chuanxu Wang, 2022. "Ship space sharing strategies with different rental modes: How does NVOCCs cooperate with booking platform?," Operational Research, Springer, vol. 22(3), pages 3003-3035, July.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:transe:v:182:y:2024:i:c:s1366554524000140. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/600244/description#description .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.