The inventory bullwhip effect in the online retail supply chain considering the price discount based on different forecasting methods

References

• Agrawal, S., Sengupta, R. N., & Shanker, K. (2009). Impact of information sharing and lead time on bullwhip effect and on-hand inventory. European Journal of Operational Research, 192(2), 576–593. https://doi.org/10.1016/j.ejor.2007.09.015
   Web of Science ®Google Scholar
• Bray, R. L., Yao, Y. L., & Huo, J. Z. (2019). Ration gaming and the bullwhip effect. Operations Research, 67(2), 453–467. https://doi.org/10.1002/nav.21745
   Web of Science ®Google Scholar
• Chung, B. D., Li, J., Yao, T., Kwon, C., & Friesz, T. L. (2012). Demand learning and dynamic pricing under competition in a state-space framework. IEEE Transactions on Engineering Management, 59(2), 240–249. https://doi.org/10.1109/TEM.2011.2140323
   Web of Science ®Google Scholar
• Dolgui, A., Ivanov, D., & Rozhkov, M. (2019). Does the ripple effect influence the bullwhip effect? An integrated analysis of structural and operational dynamics in the supply chain (dagger). International Journal of Production Research, 58(5), 1285–1301. https://doi.org/10.1080/00207543.2019.1627438
   Web of Science ®Google Scholar
• Erdem, T., Katz, M. L., & Sun, B. (2010). A simple test for distinguishing between internal reference price theories. Quantitative Marketing and Economics, 8(3), 303–332. https://doi.org/10.1007/s11129-010-9087-7
   Web of Science ®Google Scholar
• Forrester, J. W. (1958). Industrial dynamics: A major breakthrough for decision makers. Harvard Business Review, 36(4), 37–66. https://doi .org/12555-012-7854-6
   Web of Science ®Google Scholar
• Gao, D., Wang, N., He, Z., & Jia, T. (2017). The bullwhip effect in an online retail supply chain: A perspective of price-sensitive demand based on the price discount in e-commerce. IEEE Transactions on Engineering Management, 64(2), 134–148. https://doi.org/10.1109/TEM.2017.2666265
   Web of Science ®Google Scholar
• Giri, B. C., & Glock, C. H. (2022). The bullwhip effect in a manufacturing/remanufacturing supply chain under a price-induced non-standard ARMA (1,1) demand process. European Journal of Operational Research, 301(2), 458–472. https://doi.org/10.1016/j.ejor.2021.10.025
   Web of Science ®Google Scholar
• Jayaraman, V., & Baker, T. (2003). The internet as an enabler for dynamic pricing of goods. IEEE Transactions on Engineering Management, 50(4), 470–477. https://doi.org/10.1109/TEM.2003.820134
   Web of Science ®Google Scholar
• Klein, N. M., & Oglethorpe, J. E. (1987). Cognitive reference points in consumer decision making. Advance Consumers Research, 14(1), 183–187. https://doi .org/A-45741-1989
   Google Scholar
• Kopalle, P. K., & Lindsey-Mullikin, J. (2003). The impact of external reference price on consumer price expectations. Journal of Retailing, 79(4), 225–236.https://doi.org/10.1016/j.jretai.2003.09.002
   Web of Science ®Google Scholar
• Lee, H. L., Padmanabhan, V., & Whang, S. (1997a). Information distortion in a supply chain: The bullwhip effect. Management Science, 43(4), 546–558. https://doi.org/10.1287/mnsc.43.4.546
   Web of Science ®Google Scholar
• Lee, H. L., Padmanabhan, V., & Whang, S. (1997b). The bullwhip effect in supply chains. Sloan Management Review, 38(3), 93–102. https://doi .org/1phEoiM
   Google Scholar
• Lee, S., Park, S. J., & Seshadri, S. (2022). Variations of the bullwhip effect across foreign subsidiaries. Manufacturing & Service Operations Management, 25(1), 1–18. https://doi.org/10.1287/msom.2022.1137
   Google Scholar
• Lewis, R. C., & Shoemaker, S. (1997). Price-sensitivity measurement: A tool for the hospitality industry. Cornell Hotel and Restaurant Administration Quarterly, 38(2), 44–54. https://doi.org/10.1177/1096348008329659
   Google Scholar
• Liang, J., Yang, S., Huang, X., & Zhu, J. (2022). Forward or backward: The impact of vertical integration direction on the bullwhip effect. International Journal of Production Research, 60(22), 6923–6944. 6944.https://doi.org/10.1080/00207543.2022.2051765
   Web of Science ®Google Scholar
• Lu, B. L., Gong, Q. H., Huo, B. F., & Zhou, W. H. (2021). Coping with the bullwhip effect using inventory or cash: An environment-behavior-performance paradigm. Journal of Systems Science and Systems Engineering, 30(2), 215–235. https://doi.org/10.1007/s11518-021-5485-5
   Web of Science ®Google Scholar
• Ma, J. H., Lou, W. D., & Wang, Z. X. (2022). Pricing strategy and product substitution of bullwhip effect in dual parallel supply chain: Aggravation or mitigation? RAIRO - Operations Research, 56(4), 2093–2114. https://doi.org/10.1051/ro/2021180
   Web of Science ®Google Scholar
• Ma, Y., Wang, N. M., Che, A. D., Huang, Y., & Xu, J. J. (2013). The bullwhip effect on product orders and inventory: A perspective of demand forecasting techniques. International Journal of Production Research, 51(1), 281–302. https://doi.org/10.1080/00207543.2012.676682
   Web of Science ®Google Scholar
• Ma, Y., Wang, N. M., He, Z., Lu, J., & Liang, H. (2015). Analysis of the bullwhip effect in two parallel supply chains with interacting price-sensitive demands. European Journal of Operational Research, 243(3), 815–825. https://doi.org/10.1016/j.ejor.2014.12.043
   Web of Science ®Google Scholar
• Michna, Z., Disney, S. M., & Nielsen, P. (2020). The impact of stochastic lead times on the bullwhip effect under correlated demand and moving average forecasts. Omega, 93(3), 102033. https://doi.org/10.1016/j.omega.2019.02.002
   Google Scholar
• Moon, S., Russell, G. J., & Duvvuri, S. D. (2006). Profiling the reference price consumer. Journal of Retailing, 82(1), 1–11. https://doi.org/10.1016/j.jretai.2005.11.006
   Web of Science ®Google Scholar
• Pastore, E., Alfieri, A., Zotteri, G., & Boylan, J. E. (2020). The impact of demand parameter uncertainty on the bullwhip effect. European Journal of Operational Research, 283(1), 94–107. https://doi.org/10.1016/j.ejor.2019.10.031
   Web of Science ®Google Scholar
• Qu, Z., & Raff, H. (2023). Two-part tariffs, inventory stockpiling, and the bullwhip effect. European Journal of Operational Research, 308(1), 201–214. https://doi.org/10.1016/j.ejor.2022.11.022
   Web of Science ®Google Scholar
• Sheu, J. B. (2011). Marketing-driven channel coordination with revenue-sharing contracts under price promotion to end-customers. European Journal of Operational Research, 214(2), 246–255. https://doi.org/10.1016/j.ejor.2011.04.031
   Web of Science ®Google Scholar
• Sim, J., & Prabhu, V. V. (2022). The impact of credit risk on cash-bullwhip in supply chain. The Engineering Economist, 67(4), 266–287. https://doi.org/10.1080/0013791X.2022.2105463
   Web of Science ®Google Scholar
• Tai, P. D., Duc, T. T. H., & Buddhakulsomsiri, J. (2019). Measure of bullwhip effect in supply chain with price-sensitive and correlated demand. Computers & Industrial Engineering, 127(4), 408–419. https://doi.org/10.1016/j.cie.2018.10.027
   Google Scholar
• Thomas, A. V., & Mahanty, B. (2020). Interrelationship among resilience, robustness, and bullwhip effect in an inventory and order based production control system. Kybernetes, 49(3), 732–752. https://doi.org/10.1108/K-11-2018-0588
   Web of Science ®Google Scholar
• Vassian, H. J. (1955). Application of discrete variable servo theory to inventory control. Journal of the Operations Research Society of America, 3(3), 272–282. https://doi.org/10.1287/opre.3.3.272
   Web of Science ®Google Scholar
• Wang, X., & Disney, S. M. (2016). The bullwhip effect: Progress, trends and directions. European Journal of Operational Research, 250(3), 691–701. https://doi.org/10.1016/j.ejor.2015.07.022
   Web of Science ®Google Scholar
• Yao, Y. L., Duan, Y. R., & Huo, J. Z. (2021). On empirically estimating bullwhip effects: Measurement, aggregation, and impact. Journal of Operations Management, 67(1), 5–30. https://doi.org/10.1002/joom.1090
   Web of Science ®Google Scholar
• Zhang, X. L., & Burke, G. J. (2011). Analysis of compound bullwhip effect causes. European Journal of Operational Research, 210(3), 514–526. https://doi.org/10.1016/j.ejor.2010.09.030
   Web of Science ®Google Scholar