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Mathematical Modeling and Optimization of Platform Service Supply Chains: A Literature Review

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  • Xiaotong Guo

    (School of Economics and Management, Southeast University, Nanjing 210096, China)

  • Yong He

    (School of Economics and Management, Southeast University, Nanjing 210096, China)

Abstract

With the increasing importance of the platform service supply chain (PSSC) in creating economic value, academic research is paying more and more attention to it. The current literature’s research topics and problems cover broad areas. This review adopts bibliometric analysis and thematic analysis to review the related literature systematically and comprehensively. We divided the literature about PSSC into six groups according to the literature’s research topic and research question. Each literature’s research problem and research method are categorized and summarized. Our review results demonstrate that the supply chain’s members’ operational decisions and the supply chain’s coordination are two main types of research questions. Pricing decisions have received the most attention. In terms of the research method, game models are the most common method used in research to achieve the optimization of the PSSC.

Suggested Citation

  • Xiaotong Guo & Yong He, 2022. "Mathematical Modeling and Optimization of Platform Service Supply Chains: A Literature Review," Mathematics, MDPI, vol. 10(22), pages 1-19, November.
    • Handle: RePEc:gam:jmathe:v:10:y:2022:i:22:p:4307-:d:975445
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    as
    1. Li, Yongjian & Bai, Xuanming & Xue, Kelei, 2020. "Business modes in the sharing economy: How does the OEM cooperate with third-party sharing platforms?," International Journal of Production Economics, Elsevier, vol. 221(C).
    2. Baris Yildiz & Martin Savelsbergh, 2019. "Provably High-Quality Solutions for the Meal Delivery Routing Problem," Transportation Science, INFORMS, vol. 53(5), pages 1372-1388, September.
    3. Ma, Cheng & Dai, Yuankang & Li, Zhongfei, 2022. "Financing format selection for electronic business platforms with a capital-constrained e-tailer," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 162(C).
    4. Tong, Tingting & Dai, Hongyan & Xiao, Qin & Yan, Nina, 2020. "Will dynamic pricing outperform? Theoretical analysis and empirical evidence from O2O on-demand food service market," International Journal of Production Economics, Elsevier, vol. 219(C), pages 375-385.
    5. Guo, Dongliang & Fan, Zhi-Ping & Sun, Minghe, 2022. "B2C car-sharing services: Sharing mode selection and value-added service investment," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 165(C).
    6. Choi, Tsan-Ming & Feng, Lipan & Li, Rong, 2020. "Information disclosure structure in supply chains with rental service platforms in the blockchain technology era," International Journal of Production Economics, Elsevier, vol. 221(C).
    7. Wang, Chengfu & Chen, Xiangfeng & Jin, Wei & Fan, Xiaojun, 2022. "Credit guarantee types for financing retailers through online peer-to-peer lending: Equilibrium and coordinating strategy," European Journal of Operational Research, Elsevier, vol. 297(1), pages 380-392.
    8. He, Peng & He, Yong & Tang, Xiaoying & Ma, Shigui & Xu, Henry, 2022. "Channel encroachment and logistics integration strategies in an e-commerce platform service supply chain," International Journal of Production Economics, Elsevier, vol. 244(C).
    9. Yuyan Wang & Zhaoqing Yu & Liang Shen & Wenquan Dong, 2021. "E-Commerce Supply Chain Models under Altruistic Preference," Mathematics, MDPI, vol. 9(6), pages 1-19, March.
    10. Avinadav, Tal & Chernonog, Tatyana & Fruchter, Gila E. & Prasad, Ashutosh, 2020. "Contract design when quality is co-created in a supply chain," European Journal of Operational Research, Elsevier, vol. 286(3), pages 908-918.
    11. Sun, Xiaojie & Tang, Wansheng & Chen, Jing & Zhang, Jianxiong, 2020. "Optimal investment strategy of a free-floating sharing platform," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 138(C).
    12. Yong Zha & Jiahong Zhang & Xiaohang Yue & Zhongsheng Hua, 2015. "Service supply chain coordination with platform effort-induced demand," Annals of Operations Research, Springer, vol. 235(1), pages 785-806, December.
    13. Avinadav, Tal & Levy, Priel, 2022. "Value of information in a mobile app supply chain under hidden or known information superiority," International Journal of Production Economics, Elsevier, vol. 248(C).
    14. Li Zhou & Chunqiao Tan & Huimin Zhao, 2022. "Information Disclosure Decision for Tourism O2O Supply Chain Based on Blockchain Technology," Mathematics, MDPI, vol. 10(12), pages 1-21, June.
    15. Haoyu Liu & Shulin Liu, 2019. "Considering In-App Advertising Mode, Platform-App Channel Coordination by a Sustainable Cooperative Advertising Mechanism," Sustainability, MDPI, vol. 12(1), pages 1-28, December.
    16. He, Bo & Mirchandani, Prakash & Wang, Yong, 2020. "Removing barriers for grocery stores: O2O platform and self-scheduling delivery capacity," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 141(C).
    17. Ma, Deqing & Hu, Jinsong, 2022. "The optimal combination between blockchain and sales format in an internet platform-based closed-loop supply chain," International Journal of Production Economics, Elsevier, vol. 254(C).
    18. Lei Yang & Jingna Ji & Kebing Chen, 2016. "Game Models on Optimal Strategies in a Tourism Dual-Channel Supply Chain," Discrete Dynamics in Nature and Society, Hindawi, vol. 2016, pages 1-15, May.
    19. Chang, Shuhua & Li, Anqi & Wang, Xin & Wang, Xinyu, 2022. "Joint optimization of e-commerce supply chain financing strategy and channel contract," European Journal of Operational Research, Elsevier, vol. 303(2), pages 908-927.
    20. Wang, Zheng, 2018. "Delivering meals for multiple suppliers: Exclusive or sharing logistics service," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 118(C), pages 496-512.
    21. Wang, Lisha & Chen, Jing & Song, Huaming, 2021. "Marketplace or reseller? Platform strategy in the presence of customer returns," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 153(C).
    22. Wen, Xin & Siqin, Tana, 2020. "How do product quality uncertainties affect the sharing economy platforms with risk considerations? A mean-variance analysis," International Journal of Production Economics, Elsevier, vol. 224(C).
    23. Yan, Nina & Liu, Yang & Xu, Xun & He, Xiuli, 2020. "Strategic dual-channel pricing games with e-retailer finance," European Journal of Operational Research, Elsevier, vol. 283(1), pages 138-151.
    24. Niu, Baozhuang & Li, Qiyang & Mu, Zihao & Chen, Lei & Ji, Ping, 2021. "Platform logistics or self-logistics? Restaurants’ cooperation with online food-delivery platform considering profitability and sustainability," International Journal of Production Economics, Elsevier, vol. 234(C).
    25. Chongfeng Lan & Jianfeng Zhu & Daqing Gong, 2021. "New Product Presale Strategies considering Consumers’ Loss Aversion in the E-Commerce Supply Chain," Discrete Dynamics in Nature and Society, Hindawi, vol. 2021, pages 1-13, July.
    26. Bian, Yiwen & Cui, Yitong & Yan, Shuai & Han, Xiaohua, 2021. "Optimal strategy of a customer-to-customer sharing platform: Whether to launch its own sharing service?," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 149(C).
    27. Zhihui Wu & Lichao Feng & Dongyan Chen, 2018. "Coordinating Pricing and Advertising Decisions for Supply Chain under Consignment Contract in the Dynamic Setting," Complexity, Hindawi, vol. 2018, pages 1-11, September.
    28. Avinadav, Tal & Chernonog, Tatyana & Perlman, Yael, 2015. "The effect of risk sensitivity on a supply chain of mobile applications under a consignment contract with revenue sharing and quality investment," International Journal of Production Economics, Elsevier, vol. 168(C), pages 31-40.
    29. Yuting Chen & Rong Zhang & Bin Liu, 2021. "Fixed, flexible, and dynamics pricing decisions of Airbnb mode with social learning," Tourism Economics, , vol. 27(5), pages 893-914, August.
    30. Zhang, Xuefeng & Li, Guo & Liu, Mengqi & Sethi, Suresh P., 2021. "Online platform service investment: A bane or a boon for supplier encroachment," International Journal of Production Economics, Elsevier, vol. 235(C).
    31. Jinjin Zhang & Xin Li & Yong-Hong Kuo & Yan Chen, 2021. "Coordinating Supply Chain Financing for E-commerce Companies Through a Loan Contract," SAGE Open, , vol. 11(4), pages 21582440211, December.
    32. Wang, Chengfu & Fan, Xiaojun & Yin, Zhe, 2019. "Financing online retailers: Bank vs. electronic business platform, equilibrium, and coordinating strategy," European Journal of Operational Research, Elsevier, vol. 276(1), pages 343-356.
    33. Rath, Sambit Brata & Basu, Preetam & Mandal, Prasenjit & Paul, Samit, 2021. "Financing models for an online seller with performance risk in an E-commerce marketplace," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 155(C).
    34. Haoyu Liu & Shulin Liu, 2020. "Research on Advertising and Quality of Paid Apps, Considering the Effects of Reference Price and Goodwill," Mathematics, MDPI, vol. 8(5), pages 1-23, May.
    35. Li, Pei & Tan, Dan & Wang, Guangyong & Wei, Hang & Wu, Jilan, 2021. "Retailer's vertical integration strategies under different business modes," European Journal of Operational Research, Elsevier, vol. 294(3), pages 965-975.
    36. 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).
    37. Shen, Bin & Xu, Xiaoyan & Yuan, Quan, 2020. "Selling secondhand products through an online platform with blockchain," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 142(C).
    38. Lingxiao Liu & Vijay Kumar, 2022. "Research on the Operation of Agricultural Products E-Commerce Platform Based on Cloud Computing," Mathematical Problems in Engineering, Hindawi, vol. 2022, pages 1-8, May.
    39. Avinadav, Tal & Chernonog, Tatyana & Khmelnitsky, Eugene, 2021. "Revenue-sharing between developers of virtual products and platform distributors," European Journal of Operational Research, Elsevier, vol. 290(3), pages 927-945.
    40. Zhang, Jun & Liu, Feng & Tang, Jiafu & Li, Yanhui, 2019. "The online integrated order picking and delivery considering Pickers’ learning effects for an O2O community supermarket," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 123(C), pages 180-199.
    41. Xiaolong Guo & Shengming Zheng & Yugang Yu & Fuqiang Zhang, 2021. "Optimal Bundling Strategy for a Retail Platform Under Agency Selling," Production and Operations Management, Production and Operations Management Society, vol. 30(7), pages 2273-2284, July.
    42. Wei Luo & Kevin Shang, 2015. "Joint Inventory and Cash Management for Multidivisional Supply Chains," Operations Research, INFORMS, vol. 63(5), pages 1098-1116, October.
    43. Decheng Wen & Dongwei Yan & Xiaojing Sun & Xiao Chen & Lingzhong Guo, 2021. "Evolutionary Game Analysis of Online Shopping Quality Control: The Roles of Risk Attitude and Government Supervision," Complexity, Hindawi, vol. 2021, pages 1-18, September.
    44. Peng Xing & Junzhu Yao & Meixia Wang & Hassan Zargarzadeh, 2022. "Quality Effort Strategy of O2O Takeout Service Supply Chain under Three Operation Modes," Complexity, Hindawi, vol. 2022, pages 1-14, June.
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    1. Kateryna Czerniachowska & Radosław Wichniarek & Krzysztof Żywicki, 2023. "A Model for an Order-Picking Problem with a One-Directional Conveyor and Buffer," Sustainability, MDPI, vol. 15(18), pages 1-18, September.
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