Switching Costs and Store Choice

Switching costs are generally regarded as anti-competitive as firms can raise prices to "locked-in" consumers, at least up to the cost of switching to a lower-priced alternative. However, there is some evidence, both theoretical and empirical, that tends to show the opposite. Namely, suppliers, anticipating the pool of rents potentially available, compete aggressively to acquire non-switching consumers. Moreover, fixed shopping costs and uncertain prices imply that there is a "real option" value embedded in consumers' shopping behavior, and which must be compensated if consumers are to switch stores. We argue that retail prices are lower when retailers use programs designed to increase customer retention, or "stickiness." We test our theory using a panel of household-level store-choice data. Contrary to the conventional wisdom, we find that loyalty is pro-competitive and leads to lower prices than would otherwise be the case. We also find that approximately 50% of the loyalty effect is attributable to the existence of a real option in store choice.

[1]  Bart J. Bronnenberg,et al.  Database Paper - The IRI Marketing Data Set , 2008, Mark. Sci..

[2]  Eric T. Bradlow,et al.  The Variety of an Assortment , 1999 .

[3]  Edward W. McLaughlin,et al.  Empirical Analysis of Budget and Allocation of Trade Promotions in the U.S. Supermarket Industry , 2007 .

[4]  M. Satterthwaite,et al.  Computable Markov-Perfect Industry Dynamics: Existence, Purification, and Multiplicity , 2007 .

[5]  Steven T. Berry,et al.  Simple Estimators for the Parameters of Discrete Dynamic Games (with Entry/Exit Examples) , 2004 .

[6]  A. Dixit Entry and Exit Decisions under Uncertainty , 1989, Journal of Political Economy.

[7]  Ricardo J. Caballero,et al.  Explaining Investment Dynamics in U.S. Manufacturing: A Generalized (S,S) Approach , 1994 .

[8]  Jason R. Blevins,et al.  Estimation of Dynamic Discrete Choice Models in Continuous Time April 28 , 2010 , 2010 .

[9]  A. Pakes,et al.  Markov-Perfect Industry Dynamics: A Framework for Empirical Work , 1995 .

[10]  Luís M. B. Cabral,et al.  Dynamic pricing in customer markets with switching costs , 2016 .

[11]  James M. Lattin,et al.  Shopping Behavior and Consumer Preference for Store Price Format: Why Large Basket Shoppers Prefer Edlp , 1998 .

[12]  Ali Hortaçsu,et al.  Testing Models of Consumer Search using Data on Web Browsing and Purchasing Behavior , 2009 .

[13]  David L. Mothersbaugh,et al.  Switching barriers and repurchase intentions in services , 2000 .

[14]  G. Häubl,et al.  Explaining Cognitive Lock-In: The Role of Skill-Based Habits of Use in Consumer Choice , 2007 .

[15]  R. Lal,et al.  The Effects of Brand Loyalty on Competitive Price Promotional Strategies , 1990 .

[16]  W. Edwards Deming Repositioning Dynamics and Pricing Strategy , 2011 .

[17]  Luís M. B. Cabral,et al.  Small Switching Costs Lead to Lower Prices , 2022 .

[18]  Avinash Dixit,et al.  Investment and Hysteresis , 1992 .

[19]  G. Zauberman The Intertemporal Dynamics of Consumer Lock-in , 2003 .

[20]  P. Brunell,et al.  Cherry picking. , 2005, Pediatrics.

[21]  Stephen P. Ryan The Costs of Environmental Regulation in a Concentrated Industry , 2012 .

[22]  Andrew Rhodes Re-examining the effects of switching costs , 2013 .

[23]  Deepak Agrawal,et al.  Effect of Brand Loyalty on Advertising and Trade Promotions: A Game Theoretic Analysis with Empirical Evidence , 1996 .

[24]  J. Pearcy,et al.  Bargains Followed by Bargains: When Switching Costs Make Markets More Competitive , 2015 .

[25]  R. Betancourt,et al.  Demand Complementarities, Household Production, and Retail Assortments , 1990 .

[26]  J. Stock,et al.  Instrumental Variables Regression with Weak Instruments , 1994 .

[27]  Karsten Hansen,et al.  The Option Value of Returns: Theory and Empirical Evidence , 2009, Mark. Sci..

[28]  J. Miguel Villas-Boas,et al.  A Short Survey on Switching Costs and Dynamic Competition , 2015 .

[29]  T. Richards,et al.  Hysteresis, Price Acceptance, and Reference Prices , 2016 .

[30]  Amos Golan,et al.  Estimating Market Power and Strategies: Answers , 2007 .

[31]  Stephen F. Hamilton,et al.  Retail Market Power in a Shopping Basket Model of Supermarket Competition , 2018, Journal of Retailing.

[32]  Margaret E. Slade,et al.  Sticky prices in a dynamic oligopoly: An investigation of (s,S) thresholds , 1999 .

[33]  Peter E. Rossi,et al.  Commentaries and Rejoinder to “Do Switching Costs Make Markets Less Competitive?” , 2009 .

[34]  Gary J. Russell,et al.  An Analysis of Assortment Choice in Grocery Retailing , 2015 .

[35]  Matthew Osborne,et al.  Consumer learning, switching costs, and heterogeneity: A structural examination , 2007 .

[36]  K. Srinivasan,et al.  Price Uncertainty and Consumer Search: A Structural Model of Consideration Set Formation , 2003 .

[37]  Stephan Seiler,et al.  Multi-Category Competition and Market Power: A Model of Supermarket Pricing , 2017 .

[38]  Polykarpos Pavlidis,et al.  Switching Costs and Market Power Under Umbrella Branding , 2012 .

[39]  K. Train,et al.  A Control Function Approach to Endogeneity in Consumer Choice Models , 2010 .

[40]  Oz Shy,et al.  A quick-and-easy method for estimating switching costs , 2001 .

[41]  Edward J. Fox,et al.  How Does Assortment Affect Grocery Store Choice? , 2009 .

[42]  Martin Pesendorfer,et al.  Asymptotic Least Squares Estimators for Dynamic Games , 2008 .

[43]  Wesley R. Hartmann,et al.  Do frequency reward programs create switching costs? A dynamic structural analysis of demand in a reward program , 2007 .

[44]  Eduardo S. Schwartz,et al.  Investment Under Uncertainty. , 1994 .

[45]  Nir Jaimovich,et al.  Reference Prices, Costs, and Nominal Rigidities , 2011 .

[46]  Elisabeth Honka Quantifying Search and Switching Costs in the U.S. Auto Insurance Industry , 2014 .

[47]  Guy Arie,et al.  Who pays for switching costs? , 2014 .

[48]  A. Pakes,et al.  Computing Markov Perfect Nash Equilibria: Numerical Implications of a Dynamic Differentiated Product Model , 1992 .

[49]  Andrew Rhodes,et al.  Multiproduct Retailing , 2012 .

[50]  Polykarpos Pavlidis,et al.  Implications of parent brand inertia for multiproduct pricing , 2012 .

[51]  Christopher S. Tang,et al.  Determining Where to Shop: Fixed and Variable Costs of Shopping , 1998 .

[52]  Peter T. L. Popkowski Leszczyc,et al.  Consumer store choice dynamics: an analysis of the competitive market structure for grocery stores , 2000 .

[53]  Mark J. Roberts,et al.  An Empirical Analysis of Dynamic, Nonprice Competition in an Oligopolistic Industry , 1988 .

[54]  Florian Heiss,et al.  Discrete Choice Methods with Simulation , 2016 .

[55]  Victor Aguirregabiria,et al.  An Estimable Dynamic Model of Entry, Exit and Growth in Oligopoly Retail Markets , 2007 .

[56]  David R. Bell,et al.  The inter-store mobility of supermarket shoppers , 2002 .

[57]  Xiao Liu,et al.  An Empirical Analysis of Consumer Purchase Behavior of Base Products and Add-ons Given Compatibility Constraints , 2017, Mark. Sci..

[58]  Andrew T. Ching,et al.  A Simple Method to Estimate the Roles of Learning, Inventories and Category Consideration in Consumer Choice , 2014 .

[59]  Howard W. Smith SUPERMARKET CHOICE AND SUPERMARKET COMPETITION IN MARKET EQUILIBRIUM , 2004 .

[60]  M. Keane Modeling Heterogeneity and State Dependence in Consumer Choice Behavior , 1997 .

[61]  John Geweke,et al.  Bayesian inference for dynamic choice models without the need for dynamic programming , 1996 .

[62]  Peter E. Rossi,et al.  NBER WORKING PAPER SERIES STATE DEPENDENCE AND ALTERNATIVE EXPLANATIONS FOR CONSUMER INERTIA , 2009 .

[63]  Peter R. Dickson,et al.  The Price Knowledge and Search of Supermarket Shoppers , 1990 .

[64]  Chang-Tai Hsieh,et al.  International Prices, Costs, and Markup Differences , 2011 .

[65]  J. Geweke,et al.  Computationally Intensive Methods for Integration in Econometrics , 2001 .

[66]  C. L. Benkard,et al.  Estimating Dynamic Models of Imperfect Competition , 2004 .

[67]  Martin Pesendorfer,et al.  Sequential Estimation of Dynamic Discrete Games: A Comment , 2010 .

[68]  Toker Doganoglu,et al.  Switching costs, experience goods and dynamic price competition , 2010 .

[69]  Victor Aguirregabiria,et al.  Sequential Estimation of Dynamic Discrete Games , 2007 .

[70]  P. Klemperer The Competitiveness of Markets with Switching Costs , 1987 .

[71]  Edgar A. Pessemier,et al.  A New Way to Determine Buying Decisions , 1959 .

[72]  Matthijs R. Wildenbeest,et al.  An empirical model of search with vertically differentiated products , 2011 .

[73]  Peter E. Rossi,et al.  Do Switching Costs Make Markets Less Competitive? , 2008 .

[74]  F. Reichheld The one number you need to grow. , 2003, Harvard business review.

[75]  P. Klemperer,et al.  Chapter 31 Coordination and Lock-In: Competition with Switching Costs and Network Effects , 2007 .