The Impact of Yield-Dependent Trading Costs on Pricing and Production Planning Under Supply Uncertainty

This paper studies the role of the yield-dependent trading cost structure influencing the optimal choice of the selling price and production quantity for a firm that operates under supply uncertainty in the agricultural industry. The firm initially leases farm space, but its realized amount of fruit supply fluctuates because of weather conditions, diseases, etc. At the end of the growing season, the firm has three options: convert its crop supply to the final product, purchase additional supplies from other growers, and sell some (or all) of its crop supply in the open market without converting to the finished product. We consider the problem both from a risk-neutral and a risk-averse perspective with varying degrees of risk aversion. The paper offers three sets of contributions: (1) It shows that the use of a static cost exaggerates the initial investment in the farm space and the expected profit significantly, and the actual value gained from a secondary (emergency) option for an agricultural firm is lower under the yield-dependent cost structure. (2) It proves that although the risk-neutral firm does not benefit from fruit futures, a sufficiently risk-averse firm can benefit from the presence of a fruit futures market. The same risk-averse firm does not purchase fruit futures when it operates under static costs. Thus, fruit futures can only add value under yield-dependent trading costs. (3) Contrary to the results presented for the newsvendor problem under demand uncertainty, the firm does not always commit to a lower initial quantity (leased farm space) under risk aversion. Rather, the firm might lease a larger farm space under risk aversion.

[1]  Kumar Rajaram,et al.  Product Cycling With Uncertain Yields: Analysis and Application to the Process Industry , 2002, Oper. Res..

[2]  Gérard P. Cachon,et al.  Implementation of the Newsvendor Model with Clearance Pricing: How to (and How Not to) Estimate a Salvage Value , 2007, Manuf. Serv. Oper. Manag..

[3]  Qing Li,et al.  Joint Inventory Replenishment and Pricing Control for Systems with Uncertain Yield and Demand , 2006, Oper. Res..

[4]  Brian Tomlin,et al.  Impact of Supply Learning When Suppliers Are Unreliable , 2009, Manuf. Serv. Oper. Manag..

[5]  Timothy J. Lowe,et al.  Matching Supply and Demand: The Value of a Second Chance in Producing Hybrid Seed Corn , 2001, Manuf. Serv. Oper. Manag..

[6]  Maqbool Dada,et al.  A Newsvendor's Procurement Problem when Suppliers Are Unreliable , 2007, Manuf. Serv. Oper. Manag..

[7]  Ioana Popescu,et al.  An Elasticity Approach to the Newsvendor with Price-Sensitive Demand , 2011, Oper. Res..

[8]  Nan Yang,et al.  Selecting a Portfolio of Suppliers Under Demand and Supply Risks , 2008, Oper. Res..

[9]  Yimin Wang,et al.  On the Value of Mix Flexibility and Dual Sourcing in Unreliable Newsvendor Networks , 2005, Manuf. Serv. Oper. Manag..

[10]  Vipul Agrawal,et al.  Impact of Uncertainty and Risk Aversion on Price and Order Quantity in the Newsvendor Problem , 2000, Manuf. Serv. Oper. Manag..

[11]  Timothy J. Lowe,et al.  Coordinating the supply chain in the agricultural seed industry , 2008, Eur. J. Oper. Res..

[12]  Maqbool Dada,et al.  Information and Inventory Recourse for a Two-Market, Price-Setting Retailer , 2001, Manuf. Serv. Oper. Manag..

[13]  Maqbool Dada,et al.  Pricing and the Newsvendor Problem: A Review with Extensions , 1999, Oper. Res..

[14]  Yigal Gerchak,et al.  Multiple Lotsizing in Production to Order with Random Yields: Review of Recent Advances , 2004, Ann. Oper. Res..

[15]  Burak Kazaz,et al.  Production Planning Under Yield and Demand Uncertainty with Yield-Dependent Cost and Price , 2004, Manuf. Serv. Oper. Manag..

[16]  Terry A. Taylor,et al.  Channel Coordination Under Price Protection, Midlife Returns, and End-of-Life Returns in Dynamic Markets , 2001, Manag. Sci..

[17]  Srinivas Bollapragada,et al.  Myopic Heuristics for the Random Yield Problem , 1999, Oper. Res..

[18]  Hau L. Lee,et al.  Lot Sizing with Random Yields: A Review , 1995, Oper. Res..

[19]  Awi Federgruen,et al.  Multilocation Combined Pricing and Inventory Control , 2002, Manuf. Serv. Oper. Manag..

[20]  Gary D. Scudder,et al.  Supply Chain Strategies for Perishable Products: The Case of Fresh Produce , 2009 .

[21]  Christopher S. Tang,et al.  Responsive pricing under supply uncertainty , 2007, Eur. J. Oper. Res..

[22]  L. Eeckhoudt,et al.  The Risk-Averse and Prudent Newsboy , 1995 .

[23]  Yimin Wang,et al.  Pricing and Operational Recourse in Coproduction Systems , 2008, Manag. Sci..

[24]  Awi Federgruen,et al.  Combined Pricing and Inventory Control Under Uncertainty , 1999, Oper. Res..