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Role of forecast effort on supply chain profitability under various information sharing scenarios

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  • Zhu, Xiaowei
  • Mukhopadhyay, Samar K.
  • Yue, Xiaohang

Abstract

In this paper, we consider a manufacturer who sells a product to a retailer in a single selling season. Each party obtains a forecast of the market demand independent of each other. We study three different forecast scenarios: Non-Information Sharing, Information Sharing, and Retailer Forecasting cases. In the first scenario, both parties make their forecasts, but do not share the information with the other firm. In the second scenario, they share the information with each other, while in the last scenario, only the retailer makes the forecast, and shares it with the manufacturer. Noting that the forecast accuracy comes at a cost, we derive the optimal price and forecast accuracy level for each of the three cases. We then compare the optimal policies of the three cases and derive conditions under which the two parties should share information with each other. Results of extensive numerical experimentation are also presented.

Suggested Citation

  • Zhu, Xiaowei & Mukhopadhyay, Samar K. & Yue, Xiaohang, 2011. "Role of forecast effort on supply chain profitability under various information sharing scenarios," International Journal of Production Economics, Elsevier, vol. 129(2), pages 284-291, February.
    • Handle: RePEc:eee:proeco:v:129:y:2011:i:2:p:284-291
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    1. Gérard P. Cachon & Martin A. Lariviere, 2001. "Contracting to Assure Supply: How to Share Demand Forecasts in a Supply Chain," Management Science, INFORMS, vol. 47(5), pages 629-646, May.
    2. Serel, Dogan A., 2009. "Optimal ordering and pricing in a quick response system," International Journal of Production Economics, Elsevier, vol. 121(2), pages 700-714, October.
    3. Lode Li & Hongtao Zhang, 2008. "Confidentiality and Information Sharing in Supply Chain Coordination," Management Science, INFORMS, vol. 54(8), pages 1467-1481, August.
    4. Hau L. Lee & Kut C. So & Christopher S. Tang, 2000. "The Value of Information Sharing in a Two-Level Supply Chain," Management Science, INFORMS, vol. 46(5), pages 626-643, May.
    5. Byrne, P.J. & Heavey, Cathal, 2006. "The impact of information sharing and forecasting in capacitated industrial supply chains: A case study," International Journal of Production Economics, Elsevier, vol. 103(1), pages 420-437, September.
    6. Fernando Bernstein & Awi Federgruen, 2005. "Decentralized Supply Chains with Competing Retailers Under Demand Uncertainty," Management Science, INFORMS, vol. 51(1), pages 18-29, January.
    7. Vives, Xavier, 1984. "Duopoly information equilibrium: Cournot and bertrand," Journal of Economic Theory, Elsevier, vol. 34(1), pages 71-94, October.
    8. Gal-Or, Esther, 1985. "Information Sharing in Oligopoly," Econometrica, Econometric Society, vol. 53(2), pages 329-343, March.
    9. Hosoda, Takamichi & Disney, Stephen M., 2009. "Impact of market demand mis-specification on a two-level supply chain," International Journal of Production Economics, Elsevier, vol. 121(2), pages 739-751, October.
    10. Miklos Sarvary & Philip M. Parker, 1997. "Marketing Information: A Competitive Analysis," Marketing Science, INFORMS, vol. 16(1), pages 24-38.
    11. Agrawal, Sunil & Sengupta, Raghu Nandan & Shanker, Kripa, 2009. "Impact of information sharing and lead time on bullwhip effect and on-hand inventory," European Journal of Operational Research, Elsevier, vol. 192(2), pages 576-593, January.
    12. Sohn, So Young & Lim, Michael, 2008. "The effect of forecasting and information sharing in SCM for multi-generation products," European Journal of Operational Research, Elsevier, vol. 186(1), pages 276-287, April.
    13. Daughety, Andrew F. & Reinganum, Jennifer F., 2007. "Competition and confidentiality: Signaling quality in a duopoly when there is universal private information," Games and Economic Behavior, Elsevier, vol. 58(1), pages 94-120, January.
    14. Jagmohan S. Raju & Abhik Roy, 2000. "Market Information and Firm Performance," Management Science, INFORMS, vol. 46(8), pages 1075-1084, August.
    15. Fangruo Chen, 1998. "Echelon Reorder Points, Installation Reorder Points, and the Value of Centralized Demand Information," Management Science, INFORMS, vol. 44(12-Part-2), pages 221-234, December.
    16. Robert L. Winkler, 1981. "Combining Probability Distributions from Dependent Information Sources," Management Science, INFORMS, vol. 27(4), pages 479-488, April.
    17. Reiner, Gerald & Fichtinger, Johannes, 2009. "Demand forecasting for supply processes in consideration of pricing and market information," International Journal of Production Economics, Elsevier, vol. 118(1), pages 55-62, March.
    18. Gérard P. Cachon & Marshall Fisher, 2000. "Supply Chain Inventory Management and the Value of Shared Information," Management Science, INFORMS, vol. 46(8), pages 1032-1048, August.
    19. Charles J. Corbett & Xavier de Groote, 2000. "A Supplier's Optimal Quantity Discount Policy Under Asymmetric Information," Management Science, INFORMS, vol. 46(3), pages 444-450, March.
    20. Ferbar, Liljana & Creslovnik, David & Mojskerc, Blaz & Rajgelj, Martin, 2009. "Demand forecasting methods in a supply chain: Smoothing and denoising," International Journal of Production Economics, Elsevier, vol. 118(1), pages 49-54, March.
    21. Kerkkänen, Annastiina & Korpela, Jukka & Huiskonen, Janne, 2009. "Demand forecasting errors in industrial context: Measurement and impacts," International Journal of Production Economics, Elsevier, vol. 118(1), pages 43-48, March.
    22. Karen L. Donohue, 2000. "Efficient Supply Contracts for Fashion Goods with Forecast Updating and Two Production Modes," Management Science, INFORMS, vol. 46(11), pages 1397-1411, November.
    23. Yue, Xiaohang & Mukhopadhyay, Samar K. & Zhu, Xiaowei, 2006. "A Bertrand model of pricing of complementary goods under information asymmetry," Journal of Business Research, Elsevier, vol. 59(10-11), pages 1182-1192, October.
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