Competing Retailers and Inventory: An Empirical Investigation of General Motors' Dealerships in Isolated U.S. Markets

Management Science, Forthcoming

40 Pages Posted: 22 Jun 2007 Last revised: 11 Apr 2012

See all articles by Marcelo Olivares

Marcelo Olivares

Columbia University - Columbia Business School - Decision Risk and Operations; University of Chile - Engineering Department

Gerard P Cachon

The Wharton School - Operations, Information and Decisions Department

Multiple version iconThere are 2 versions of this paper

Date Written: May 13, 2009

Abstract

We study the following question: how does competition influence the inventory holdings of General Motors' dealership operating in isolated U.S. markets? We wish to disentangle two mechanism by which local competition influences a dealer's inventory: (1) the entry or exit of a competitor can change a retailer's demand (a sales effect); (2) the entry or exit of a competitor can change the amount of buffer stock a retailer holds, which influences the probability a consumer finds a desired product in stock (a service level effect). Theory is clear on the sales effect - an increase in sales leads to an increase in inventory (albeit a less than proportional increase). However, theoretical models of inventory competition are ambiguous on the expected sign of the service level effect. Via a web crawler, we obtained data on inventory and sales for more than 200 dealerships over a six month period. Using cross-sectional variation, we estimated the effect of the number and type of local competitors on inventory holdings. We used several instrumental variables to control for the endogeneity of market entry decisions. Our results suggest that the service level effect is strong, non-linear and positive. Hence, we observe that dealers carry mory inventory (controlling for sales) when they face additional competition.

Keywords: Inventory competition, empirical, entry, supply chain management, automobile industry

Suggested Citation

Olivares, Marcelo and Cachon, Gerard P, Competing Retailers and Inventory: An Empirical Investigation of General Motors' Dealerships in Isolated U.S. Markets (May 13, 2009). Management Science, Forthcoming. Available at SSRN: https://ssrn.com/abstract=993796

Marcelo Olivares (Contact Author)

Columbia University - Columbia Business School - Decision Risk and Operations ( email )

3022 Broadway
Uris Hall, #417
New York, NY 10027
United States

HOME PAGE: http://www.columbia.edu/~mo2338/index.htm

University of Chile - Engineering Department ( email )

Republica 701 Santiago
Chile

Gerard P Cachon

The Wharton School - Operations, Information and Decisions Department ( email )

Philadelphia, PA 19104
United States

Register to save articles to
your library

Register

Paper statistics

Downloads
293
Abstract Views
2,122
rank
93,149
PlumX Metrics