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Gray Markets, a Product of Demand Uncertainty and Excess Inventory


Reza Ahmadi


University of California, Los Angeles (UCLA) - Anderson School of Management

Sriram Dasu


University of Southern California - Marshall School of Business

Scott M. Carr


LECG - Washington, DC

July 1, 2011


Abstract:     
Diverting large quantities of goods from authorized distribution channels to unauthorized or “gray market” channels, albeit legal, significantly affects both firms and consumers due to effects on price, revenue, service and warranty availability, and product availability. In this paper we consider mechanisms by which the uncertainty surrounding inventory ordering decisions drives gray markets. We start with a minimal stochastic supply chain model composed of a producer and a retailer; then we restructure the model to add a distributor whereby the distributor and authorized retailer have the option of diverting inventory to a gray market. Our analysis sheds light on three issues: impacts of diversion on the various supply chain participants, strategies producers could use to combat or exploit gray markets, and important considerations for authorized retailers trying to set optimal order quantities in the presence of a gray market. Our analysis yields new insights into the behavior and impact of gray markets, which can inform management strategies and policies for confronting them.

Number of Pages in PDF File: 32

Keywords: distribution channels, decisions under uncertainty, retailing and wholesale, gray markets

JEL Classification: D81

working papers series


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Date posted: October 29, 2011  

Suggested Citation

Ahmadi, Reza, Dasu, Sriram and Carr, Scott M., Gray Markets, a Product of Demand Uncertainty and Excess Inventory (July 1, 2011). Available at SSRN: http://ssrn.com/abstract=1950776 or http://dx.doi.org/10.2139/ssrn.1950776

Contact Information

Reza Ahmadi (Contact Author)
University of California, Los Angeles (UCLA) - Anderson School of Management ( email )
110 Westwood Plaza
Los Angeles, CA 90095-1481
United States
Sriram Dasu
University of Southern California - Marshall School of Business ( email )
701 Exposition Blvd
Los Angeles, CA 90089
United States
Scott M. Carr
LECG - Washington, DC ( email )
1725 Eye Street, NW
Suite 800
Washington, DC 20006
United States
Feedback to SSRN (Beta)


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