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Does Adding Inventory Increase Sales? Evidence of a Scarcity Effect in U.S. Automobile Dealerships

31 Pages Posted: 29 Jun 2013 Last revised: 11 Jun 2017

Gerard P Cachon

The Wharton School - Operations, Information and Decisions Department

Santiago Gallino

Dartmouth College - Tuck School of Business

Marcelo Olivares

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

Date Written: June 1, 2017

Abstract

What is the relationship between inventory and sales? Clearly, inventory could increase sales: expanding inventory creates more choice (options, colors, etc.) and might signal a popular/desirable product. Or, inventory might encourage a consumer to continue her search (e.g., on the theory that she can return if nothing better is found), thereby decreasing sales (a scarcity effect). We seek to identify these effects in U.S. automobile sales. Our primary research challenge is the endogenous relationship between inventory and sales — e.g., dealers influence their inventory in anticipation of demand. Hence, our estimation strategy relies on weather shocks at upstream production facilities to create exogenous variation in downstream dealership inventory. We find that the impact of adding a vehicle of a particular model to a dealer’s lot depends on which cars the dealer already has. If the added vehicle expands the available set of sub-models (e.g., adding a four-door among a set that is exclusively two-door), then sales increase. But if the added vehicle is of the same sub-model as an existing vehicle, then sales actually decrease. Hence, expanding variety across sub-models should be the first priority when adding inventory—adding inventory within a sub-model is actually detrimental. In fact, given how vehicles were allocated to dealerships in practice, we find that adding inventory actually lowered sales. However, our data indicate that there could be a substantial benefit from the implementation of a “maximizes variety, minimize duplication” allocation strategy: sales increase by 4.4 percent without changing the number of vehicles at each dealership, and a 5.2 percent is possible if inventory is allowed to decrease by 2.8 percent (and no more than 10 percent at any one dealer).

Keywords: Supply chain management, applied econometrics, instrumental variables, inventory management, automobile industry

Suggested Citation

Cachon, Gerard P and Gallino, Santiago and Olivares, Marcelo, Does Adding Inventory Increase Sales? Evidence of a Scarcity Effect in U.S. Automobile Dealerships (June 1, 2017). Available at SSRN: https://ssrn.com/abstract=2286800 or http://dx.doi.org/10.2139/ssrn.2286800

Gerard P Cachon

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

Philadelphia, PA 19104
United States

Santiago Gallino

Dartmouth College - Tuck School of Business ( email )

100 Tuck Dr
Hanover, NH 03755
United States

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

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