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Free shipping policy for imported cross-border e-commerce platforms

Author

Listed:
  • Shuihua Han

    (Xiamen University)

  • Shan Chen

    (Xiamen University)

  • Kai Yang

    (Xiamen University)

  • Hongcan Li

    (Xiamen University)

  • Fanjing Yang

    (Chengyi University College, Jimei University)

  • Zongwei Luo

    (Beijng Normal University
    BNU-HKBU UIC)

Abstract

As the imported cross-border e-commerce market is getting more competitive nowadays, the free shipping strategy, as a unique service model, plays an important role in the market share competition. Formulating a free shipping strategy to enable companies to obtain more orders and make more profits has become one of the imperative concerns of cross-border e-commerce companies. We will analyze the impact of increasing the free shipping threshold on consumer behavior and corporate profits, combine the free shipping solutions of four large cross-border e-commerce companies in the China, consider more realistic factors (i.e., commodity prices, order distribution, market competition, consumer characteristics), build a consumer purchase decision model and a consumer increase purchase model based on consumer decision theory, and provide decision support for its selection of a suitable free shipping strategy based on the real operating data of the cross-border e-commerce platform. The results indicate that raising the free shipping threshold within a certain range can help increase a company’s average order price and gross profit margin as well as reduce corporate costs. However, an excessively high free shipping threshold weakens the stimulus for consumers to increase purchases and decreases the customer conversion rate. The closer the order price is to the free shipping threshold, the more likely it is that consumers will increase their purchases; the further the order price is from the free shipping threshold, the more likely it is that consumers will pay the shipping fee. This study provides a practical reference for decisions about cross-border e-commerce free shipping policies.

Suggested Citation

  • Shuihua Han & Shan Chen & Kai Yang & Hongcan Li & Fanjing Yang & Zongwei Luo, 2024. "Free shipping policy for imported cross-border e-commerce platforms," Annals of Operations Research, Springer, vol. 335(3), pages 1537-1566, April.
  • Handle: RePEc:spr:annopr:v:335:y:2024:i:3:d:10.1007_s10479-022-04774-5
    DOI: 10.1007/s10479-022-04774-5
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    References listed on IDEAS

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    1. Huang, Wen-Hsien & Cheng, Yi-Ching, 2015. "Threshold free shipping policies for internet shoppers," Transportation Research Part A: Policy and Practice, Elsevier, vol. 82(C), pages 193-203.
    2. Yanzhe (Murray) Lei & Stefanus Jasin & Amitabh Sinha, 2018. "Joint Dynamic Pricing and Order Fulfillment for E-commerce Retailers," Manufacturing & Service Operations Management, INFORMS, vol. 20(2), pages 269-284, May.
    3. Shuihua Han & Bin Cao & Yufang Fu & Zongwei Luo, 2018. "A liner shipping competitive model with consideration of service quality management," Annals of Operations Research, Springer, vol. 270(1), pages 155-177, November.
    4. Desheng Wu, 2017. "Pass-through decision analysis in a supply chain," Annals of Operations Research, Springer, vol. 257(1), pages 297-316, October.
    5. Benrong Zheng & Chao Yang & Jun Yang & Min Zhang, 2017. "Dual-channel closed loop supply chains: forward channel competition, power structures and coordination," International Journal of Production Research, Taylor & Francis Journals, vol. 55(12), pages 3510-3527, June.
    6. Huang, Wen-Hsien & Shen, George C. & Liang, Che-Ling, 2019. "The effect of threshold free shipping policies on online shoppers' willingness to pay for shipping," Journal of Retailing and Consumer Services, Elsevier, vol. 48(C), pages 105-112.
    7. YU, Jie & Subramanian, Nachiappan & Ning, Kun & Edwards, David, 2015. "Product delivery service provider selection and customer satisfaction in the era of internet of things: A Chinese e-retailers’ perspective," International Journal of Production Economics, Elsevier, vol. 159(C), pages 104-116.
    8. Boone, Tonya & Ganeshan, Ram, 2013. "Exploratory analysis of free shipping policies of online retailers," International Journal of Production Economics, Elsevier, vol. 143(2), pages 627-632.
    9. Rotem-Mindali, Orit & Salomon, Ilan, 2007. "The impacts of E-retail on the choice of shopping trips and delivery: Some preliminary findings," Transportation Research Part A: Policy and Practice, Elsevier, vol. 41(2), pages 176-189, February.
    10. Anke Lepthien & Michel Clement, 2019. "Shipping fee schedules and return behavior," Marketing Letters, Springer, vol. 30(2), pages 151-165, June.
    11. Mingzheng Wang & Mengru Ma & Xiaohang Yue & Samar Mukhopadhyay, 2016. "A capacitated firm’s pricing strategies for strategic consumers with different search costs," Annals of Operations Research, Springer, vol. 240(2), pages 731-760, May.
    12. Ying Wei, 2020. "Optimizing constant pricing and inventory decisions for a periodic review system with batch ordering," Annals of Operations Research, Springer, vol. 291(1), pages 939-957, August.
    13. Amir Gandomi & Amirhossein Bazargan & Saeed Zolfaghari, 2019. "Designing competitive loyalty programs: a stochastic game-theoretic model to guide the choice of reward structure," Annals of Operations Research, Springer, vol. 280(1), pages 267-298, September.
    14. Hua, Guowei & Wang, Shouyang & Cheng, T.C.E., 2012. "Optimal pricing and order quantity for the newsvendor problem with free shipping," International Journal of Production Economics, Elsevier, vol. 135(1), pages 162-169.
    15. Deqing Ma & Jinsong Hu & Weihao Wang, 2021. "Differential game of product–service supply chain considering consumers’ reference effect and supply chain members’ reciprocity altruism in the online-to-offline mode," Annals of Operations Research, Springer, vol. 304(1), pages 263-297, September.
    16. Jiang, Yuanchun & Shang, Jennifer & Liu, Yezheng, 2013. "Optimizing shipping-fee schedules to maximize e-tailer profits," International Journal of Production Economics, Elsevier, vol. 146(2), pages 634-645.
    17. Mark Armstrong & Julian Wright, 2007. "Two-sided Markets, Competitive Bottlenecks and Exclusive Contracts," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 32(2), pages 353-380, August.
    18. Shao, Xiao-Feng, 2017. "Free or calculated shipping: Impact of delivery cost on supply chains moving to online retailing," International Journal of Production Economics, Elsevier, vol. 191(C), pages 267-277.
    19. Li, Shengchao & Cao, Xiaoshu & Liao, Wang & He, Yongquan, 2020. "Factors in the sea ports-of-entry and road ports-of-entry cross-border logistics route choice," Journal of Transport Geography, Elsevier, vol. 84(C).
    20. Ata Allah Taleizadeh & Mahsa Noori-daryan & Kannan Govindan, 2016. "Pricing and ordering decisions of two competing supply chains with different composite policies: a Stackelberg game-theoretic approach," International Journal of Production Research, Taylor & Francis Journals, vol. 54(9), pages 2807-2836, May.
    21. Kwon, Kysang & Cheong, Taesu, 2014. "A minimax distribution-free procedure for a newsvendor problem with free shipping," European Journal of Operational Research, Elsevier, vol. 232(1), pages 234-240.
    22. Zhu, Wenlong & Mou, Jian & Benyoucef, Morad, 2019. "Exploring purchase intention in cross-border E-commerce: A three stage model," Journal of Retailing and Consumer Services, Elsevier, vol. 51(C), pages 320-330.
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