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The Reference Effects on a Retailer’s Dynamic Pricing and Inventory Strategies with Strategic Consumers

Author

Listed:
  • Shining Wu

    (Department of Logistics and Maritime Studies, The Hong Kong Polytechnic University, Hong Kong)

  • Qian Liu

    (Department of Industrial Engineering and Logistics Management, The Hong Kong University of Science and Technology, Hong Kong)

  • Rachel Q. Zhang

    (Department of Industrial Engineering and Logistics Management, The Hong Kong University of Science and Technology, Hong Kong)

Abstract

We consider a retailer that sells the same or different versions of the product season after season. At the beginning of each season (stage 1), the retailer places an order and sells the product at the full price. As the sales unfold, the retailer has an opportunity to mark down the price (stage 2), which creates an incentive for strategic consumers to delay their purchases for price discount. However, consumers do not know the markdown price exactly when they time their purchases; instead, they learn from the retailer’s past prices and form their estimate of the markdown price, called the reference price, to decide if they purchase at the full price or wait for the markdown in the current selling season. We characterize the properties of the optimal ordering and markdown decisions and show that markdowns, if adopted appropriately, do not necessarily destroy the stability of a business even in the presence of strategic consumers. Furthermore, the consumers' reference exhibits a mean reverting pattern under certain conditions; that is, the reference fluctuates around a mean value, reflecting the practice of most stable businesses. We conduct numerical studies to investigate the impact of consumer learning about the reference price and various system parameters on the retailer’s optimal strategies and profitability in the presence of strategic consumers.

Suggested Citation

  • Shining Wu & Qian Liu & Rachel Q. Zhang, 2015. "The Reference Effects on a Retailer’s Dynamic Pricing and Inventory Strategies with Strategic Consumers," Operations Research, INFORMS, vol. 63(6), pages 1320-1335, December.
  • Handle: RePEc:inm:oropre:v:63:y:2015:i:6:p:1320-1335
    DOI: 10.1287/opre.2015.1440
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    1. Gérard P. Cachon & Robert Swinney, 2009. "Purchasing, Pricing, and Quick Response in the Presence of Strategic Consumers," Management Science, INFORMS, vol. 55(3), pages 497-511, March.
    2. Adam J. Mersereau & Dan Zhang, 2012. "Markdown Pricing with Unknown Fraction of Strategic Customers," Manufacturing & Service Operations Management, INFORMS, vol. 14(3), pages 355-370, July.
    3. Awi Federgruen & Aliza Heching, 1999. "Combined Pricing and Inventory Control Under Uncertainty," Operations Research, INFORMS, vol. 47(3), pages 454-475, June.
    4. Vishal Gaur & Young-Hoon Park, 2007. "Asymmetric Consumer Learning and Inventory Competition," Management Science, INFORMS, vol. 53(2), pages 227-240, February.
    5. E. Zabel, 1970. "Monopoly and Uncertainty," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 37(2), pages 205-219.
    6. Qian Liu & Garrett J. van Ryzin, 2008. "Strategic Capacity Rationing to Induce Early Purchases," Management Science, INFORMS, vol. 54(6), pages 1115-1131, June.
    7. Qian Liu & Garrett van Ryzin, 2011. "Strategic Capacity Rationing when Customers Learn," Manufacturing & Service Operations Management, INFORMS, vol. 13(1), pages 89-107, September.
    8. Opher Baron & Ming Hu & Sami Najafi-Asadolahi & Qu Qian, 2015. "Newsvendor Selling to Loss-Averse Consumers with Stochastic Reference Points," Manufacturing & Service Operations Management, INFORMS, vol. 17(4), pages 456-469, October.
    9. Xin Chen & David Simchi-Levi, 2004. "Coordinating Inventory Control and Pricing Strategies with Random Demand and Fixed Ordering Cost: The Infinite Horizon Case," Mathematics of Operations Research, INFORMS, vol. 29(3), pages 698-723, August.
    10. M. Güler & Taner Bi̇lgi̇ç & Refi̇k Güllü, 2014. "Joint inventory and pricing decisions with reference effects," IISE Transactions, Taylor & Francis Journals, vol. 46(4), pages 330-343.
    11. Xuanming Su, 2007. "Intertemporal Pricing with Strategic Customer Behavior," Management Science, INFORMS, vol. 53(5), pages 726-741, May.
    12. Ioana Popescu & Yaozhong Wu, 2007. "Dynamic Pricing Strategies with Reference Effects," Operations Research, INFORMS, vol. 55(3), pages 413-429, June.
    13. Zabel, Edward, 1972. "Multiperiod monopoly under uncertainty," Journal of Economic Theory, Elsevier, vol. 5(3), pages 524-536, December.
    14. Praveen K. Kopalle & Ambar G. Rao & João L. Assunção, 1996. "Asymmetric Reference Price Effects and Dynamic Pricing Policies," Marketing Science, INFORMS, vol. 15(1), pages 60-85.
    15. Tava Lennon Olsen & Rodney P. Parker, 2008. "Inventory Management Under Market Size Dynamics," Management Science, INFORMS, vol. 54(10), pages 1805-1821, October.
    16. Xuanming Su & Fuqiang Zhang, 2009. "On the Value of Commitment and Availability Guarantees When Selling to Strategic Consumers," Management Science, INFORMS, vol. 55(5), pages 713-726, May.
    17. Guoming Lai & Laurens G. Debo & Katia Sycara, 2010. "Erratum to "Buy Now and Match Later: Impact of Posterior Price Matching on Profit with Strategic Consumers"," Manufacturing & Service Operations Management, INFORMS, vol. 12(2), pages 370-370.
    18. Rui Yin & Yossi Aviv & Amit Pazgal & Christopher S. Tang, 2009. "Optimal Markdown Pricing: Implications of Inventory Display Formats in the Presence of Strategic Customers," Management Science, INFORMS, vol. 55(8), pages 1391-1408, August.
    19. Daniel Adelman & Adam J. Mersereau, 2013. "Dynamic Capacity Allocation to Customers Who Remember Past Service," Management Science, INFORMS, vol. 59(3), pages 592-612, January.
    20. Guoming Lai & Laurens G. Debo & Katia Sycara, 2010. "Buy Now and Match Later: Impact of Posterior Price Matching on Profit with Strategic Consumers," Manufacturing & Service Operations Management, INFORMS, vol. 12(1), pages 33-55, December.
    21. Eric A. Greenleaf, 1995. "The Impact of Reference Price Effects on the Profitability of Price Promotions," Marketing Science, INFORMS, vol. 14(1), pages 82-104.
    22. Xuanming Su & Fuqiang Zhang, 2008. "Strategic Customer Behavior, Commitment, and Supply Chain Performance," Management Science, INFORMS, vol. 54(10), pages 1759-1773, October.
    23. Xin Chen & David Simchi-Levi, 2004. "Coordinating Inventory Control and Pricing Strategies with Random Demand and Fixed Ordering Cost: The Finite Horizon Case," Operations Research, INFORMS, vol. 52(6), pages 887-896, December.
    24. Yossi Aviv & Amit Pazgal, 2008. "Optimal Pricing of Seasonal Products in the Presence of Forward-Looking Consumers," Manufacturing & Service Operations Management, INFORMS, vol. 10(3), pages 339-359, December.
    25. Wedad Elmaghraby & P{i}nar Keskinocak, 2003. "Dynamic Pricing in the Presence of Inventory Considerations: Research Overview, Current Practices, and Future Directions," Management Science, INFORMS, vol. 49(10), pages 1287-1309, October.
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