References
[1]. Lee, H. L., Padmanabhan, V., & Whang, S. (1997). The bullwhip effect in supply chains. Management Science. 1997, 43 (4): 546–558.
[2]. John, T., DeWitt, W., Keebler, J. S., Min, S., Nix, N. W., Smith, C. D., & Zacharia, Z. G. (2001). Defining Supply Chain Management. Journal of Business Logistics.
[3]. Yusuf, Y. Y., Gunasekaran, A., Adeleye, E. O., & Sivayoganathan, K. J. E. J. O. O. R. (2004). Agile supply chain capabilities: Determinants of competitive objectives. European journal of operational research, 159(2), 379-392.
[4]. Alzoubi, H. M., & Yanamandra, R. (2020). Investigating the mediating role of information sharing strategy on agile supply chain. Uncertain Supply Chain Management, 8(2), 273-284.
[5]. Kamble, S. S., Gunasekaran, A., & Sharma, R. (2020). Analysis of the driving and dependence power of drivers to implement Industry 4.0 in supply chain. Computers & Industrial Engineering, 149, 106804.
[6]. Choi, T. M., Wallace, S. W., & Wang, Y. (2018). Big data analytics in operations management. Production and operations management, 27(10), 1868-1883.
[7]. Waller, M. A., & Fawcett, S. E. (2013). Data science, predictive analytics, and big data: a revolution that will transform supply chain design and management. Journal of Business logistics, 34(2), 77-84.
[8]. Christopher, M., & Towill, D. (2001). An integrated model for the design of agile supply chains. International Journal of Physical Distribution & Logistics Management, 31(4), 235-246.
[9]. Wang, Y. (2025, June 23). JD.com named to Gartner’s Global Supply Chain Top 25 for second consecutive year. JD.com Corporate Blog. https: //jdcorporateblog.com/jd-com-named-to-gartners-global-supply-chain-top-25-for-second-consecutive-year/.
[10]. JD.com. (2025, April 17). 2024 annual report. JD.com Investor Relations. https: //ir.jd.com/annual-reports.
[11]. Liu, Q. D. (2017). The essence of retail. CITIC Press.
[12]. Deng, Y., Zhang, X., Wang, T., Wang, L., Zhang, Y., Wang, X., ... & Peng, X. (2023). Alibaba realizes millions in cost savings through integrated demand forecasting, inventory management, price optimization, and product recommendations. INFORMS journal on applied analytics, 53(1), 32-46.
[13]. Alibaba Group Holding Limited. (2024). Fiscal year 2024 annual report. https: //www.alibabagroup.com/zh-HK/ir-financial-reports-financial-results.