An Internet Appendix to: The Impact of Duplicate Orders on Demand Estimation and Capacity Investment

Stanford University GSB Research Paper No. 1822

Posted: 22 Nov 2003

See all articles by Mor Armony

Mor Armony

New York University (NYU) - Department of Information, Operations, and Management Sciences

Erica L. Plambeck

Stanford Graduate School of Business

Date Written: June 2003

Abstract

Motivated by a $2.2 billion inventory write-off by Cisco Systems, we investigate how duplicate orders can lead a manufacturer to err in estimating the demand rate and customers' sensitivity to delay, and to make faulty decisions about capacity investment. We consider a manufacturer that sells through two distributors. If a customer finds that his distributor is out-of-stock, then he will sometimes seek to make a purchase from the other distributor; if the latter is also out-of-stock, the customer will order from both distributors. When his order is filled by one of the distributors, the customer cancels any duplicate orders. Furthermore, the customer cancels all of his outstanding orders after a random period of time.

Assuming that the manufacturer is unaware of duplicate orders, we prove that she will overestimate both the demand rate and the cancellation rate. Surprisingly, failure to account for duplicate orders can cause short-term underinvestment in capacity. However, in long term equilibrium under stable demand conditions the manufacturer overinvests in capacity. Our results suggest that Cisco's write-off was caused by estimation errors and cannot be blamed entirely on the economic downturn. Finally, we provide some guidance on estimation in the presence of double orders.

The majority of the results in our paper apply to the base case where the manufacturer dedicates a fixed fraction of her capacity to each distributor. This Appendix shows that the results remain true when the manufacturer fills distributors' orders FIFO from pooled capacity.

Suggested Citation

Armony, Mor and Plambeck, Erica L., An Internet Appendix to: The Impact of Duplicate Orders on Demand Estimation and Capacity Investment (June 2003). Stanford University GSB Research Paper No. 1822. Available at SSRN: https://ssrn.com/abstract=452083 or http://dx.doi.org/10.2139/ssrn.452083

Mor Armony

New York University (NYU) - Department of Information, Operations, and Management Sciences ( email )

44 West Fourth Street
New York, NY 10012
United States
(212) 998-0291 (Phone)
(212) 995-4227 (Fax)

Erica L. Plambeck (Contact Author)

Stanford Graduate School of Business ( email )

655 Knight Way
Stanford, CA 94305-5015
United States

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