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A network price elasticity of demand model with product substitution

Author

Listed:
  • Hsien-Wei Chen

    (Retailer Products Research & Development)

  • Alvin Lim

    (Retailer Products Research & Development)

Abstract

A new price model that characterizes the transfer of demands between products through the concept of product networks is proposed. Via replacing the basic unit: pairs of products, to be used when considering the relationships between demands and prices of different products, with networks, the proposed model requires less observations to calibrate. Therefore, considering all the substitute products in the proposed model in analyzing price elasticity is possible. The feasibility of the proposed approach is demonstrated in its application to data from two North American grocery stores.

Suggested Citation

  • Hsien-Wei Chen & Alvin Lim, 2023. "A network price elasticity of demand model with product substitution," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 22(4), pages 235-247, August.
    • Handle: RePEc:pal:jorapm:v:22:y:2023:i:4:d:10.1057_s41272-022-00375-w
    DOI: 10.1057/s41272-022-00375-w
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    References listed on IDEAS

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    1. Daniel Hosken & David Reiffen, 2004. "Patterns of Retail Price Variation," RAND Journal of Economics, The RAND Corporation, vol. 35(1), pages 128-146, Spring.
    2. Grewal, Dhruv & Ailawadi, Kusum L. & Gauri, Dinesh & Hall, Kevin & Kopalle, Praveen & Robertson, Jane R., 2011. "Innovations in Retail Pricing and Promotions," Journal of Retailing, Elsevier, vol. 87(S1), pages 43-52.
    3. Peter M. Guadagni & John D. C. Little, 1983. "A Logit Model of Brand Choice Calibrated on Scanner Data," Marketing Science, INFORMS, vol. 2(3), pages 203-238.
    4. Hoffman, K. Douglas & Turley, L. W. & Kelley, Scott W., 2002. "Pricing retail services," Journal of Business Research, Elsevier, vol. 55(12), pages 1015-1023, December.
    5. Kim, Byung-Do & Blattberg, Robert C & Rossi, Peter E, 1995. "Modeling the Distribution of Price Sensitivity and Implications for Optimal Retail Pricing," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(3), pages 291-303, July.
    6. 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.
    7. Strauss, Arne K. & Klein, Robert & Steinhardt, Claudius, 2018. "A review of choice-based revenue management: Theory and methods," European Journal of Operational Research, Elsevier, vol. 271(2), pages 375-387.
    8. Ayşe Kocabıyıkoğlu & Ioana Popescu, 2011. "An Elasticity Approach to the Newsvendor with Price-Sensitive Demand," Operations Research, INFORMS, vol. 59(2), pages 301-312, April.
    9. Yuyue Song & Saibal Ray & Shanling Li, 2008. "Structural Properties of Buyback Contracts for Price-Setting Newsvendors," Manufacturing & Service Operations Management, INFORMS, vol. 10(1), pages 1-18, November.
    10. A. Gürhan Kök & Marshall L. Fisher & Ramnath Vaidyanathan, 2008. "Assortment Planning: Review of Literature and Industry Practice," International Series in Operations Research & Management Science, in: Narendra Agrawal & Stephen A. Smith (ed.), Retail Supply Chain Management, chapter 0, pages 99-153, Springer.
    11. Shin, Hojung & Park, Soohoon & Lee, Euncheol & Benton, W.C., 2015. "A classification of the literature on the planning of substitutable products," European Journal of Operational Research, Elsevier, vol. 246(3), pages 686-699.
    12. Grewal, Dhruv & Janakiraman, Ramkumar & Kalyanam, Kirthi & Kannan, P.K. & Ratchford, Brian & Song, Reo & Tolerico, Stephen, 2010. "Strategic Online and Offline Retail Pricing: A Review and Research Agenda," Journal of Interactive Marketing, Elsevier, vol. 24(2), pages 138-154.
    13. 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.
    14. Kirthi Kalyanam, 1996. "Pricing Decisions Under Demand Uncertainty: A Bayesian Mixture Model Approach," Marketing Science, INFORMS, vol. 15(3), pages 207-221.
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