A Dynamic Model of Entry and Exit in a Growing Industry

The potential demand in a new industry evolves over time. Demand is initially low, but advertising by the industry's early entrants can speed up demand growth. However, there is intrinsic uncertainty of the demand level in each period and uncertainty of the demand evolution path, which can be affected by the underlying economic environment. We construct a dynamic model that features the stochastically and endogenously expanding demand of a new industry, and we investigate the optimal entry and exit behavior of firms as the industry evolves. We find that firms' incentive to enter early depends critically on the cost that early entrants have to pay in developing the market. When the cost is high and the benefit spills over to potential entrants, firms have an incentive to wait, and the probability of entry can increase with the number of incumbents under certain circumstances. Firms' entry strategy is also influenced by the transition of economic states. Firms are more likely to enter under a state that shows the prospect of demand taking off soon. We also find that, in the early stage of an industry, higher demand uncertainty can induce faster entry.

[1]  J. M. Villas-Boas.  Consumer Learning, Brand Loyalty, and Competition , 2004 .

[2]  Colin Camerer,et al.  A Cognitive Hierarchy Model of Games , 2004 .

[3]  M. Keane,et al.  Brand and Quantity Choice Dynamics Under Price Uncertainty , 2003 .

[4]  Boyan Jovanovic,et al.  The Life Cycle of a Competitive Industry , 1993, Journal of Political Economy.

[5]  Barry L. Bayus,et al.  The Market Evolution and Sales Takeoff of Product Innovations , 2002, Manag. Sci..

[6]  T. Bresnahan,et al.  Entry in Monopoly Market , 1990 .

[7]  K. Train.  Discrete Choice Methods with Simulation , 2003 .

[8]  Mark J. Roberts,et al.  Patterns of Firm Entry and Exit in U.S. Manufacturing Industries , 1988 .

[9]  Preyas S. Desai,et al.  Competition in Durable Goods Markets: The Strategic Consequences of Leasing and Selling , 1999 .

[10]  Steven T. Berry.  Estimation of a Model of Entry in the Airline Industry , 1992 .

[11]  J. Miguel Villas-Boas,et al.  Strategic Entry Before Demand Takes Off , 2010, Manag. Sci..

[12]  Michael Woywode,et al.  On industry life-cycles: delay, entry, and shakeout in beer brewing , 2001 .

[13]  Avi Goldfarb,et al.  Who Thinks about the Competition? Managerial Ability and Strategic Entry in US Local Telephone Markets , 2008 .

[14]  Steven T. Berry,et al.  Automobile Prices in Market Equilibrium , 1995 .

[15]  Günter J. Hitsch.  An Empirical Model of Optimal Dynamic Product Launch and Exit Under Demand Uncertainty , 2006 .

[16]  Jeffrey R. Campbell,et al.  A Firm's First Year , 2005 .

[17]  P. Seetharaman,et al.  Bounded Rationality in Pricing under State-Dependent Demand: Do Firms Look Ahead, and if So, How Far? , 2007 .

[18]  Vijay Mahajan,et al.  New Product Diffusion Models in Marketing: A Review and Directions for Research: , 1990 .

[19]  J. M. Villas-Boas.  Predicting Advertising Pulsing Policies in an Oligopoly: A Model and Empirical Test , 1993 .

[20]  Harikesh S. Nair.  Intertemporal price discrimination with forward-looking consumers: Application to the US market for console video-games , 2007 .

[21]  Hugo Hopenhayn.  Entry, exit, and firm dynamics in long run equilibrium , 1992 .

[22]  N. S. Cardell,et al.  Variance Components Structures for the Extreme-Value and Logistic Distributions with Application to Models of Heterogeneity , 1997, Econometric Theory.

[23]  Allan Collard-Wexler,et al.  Plant Turnover and Demand Fluctuations in the Ready-Mix Concrete Industry , 2006 .

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

[25]  E. Maskin,et al.  Overview and quantity competition with large fixed costs , 1988 .

[26]  D. Fudenberg,et al.  A Theory of Exit in Duopoly , 1986 .

[27]  Gautam Gowrisankaran,et al.  Dynamic Equilibrium in the Hospital Industry , 1997 .

[28]  E. Maskin,et al.  A Theory of Dynamic Oligopoly, II: Price Competition , 1985 .

[29]  W. Oi.  The Desirability of Price Instability Under Perfect Competition , 1961 .

[30]  W. Haas,et al.  Bounded Rationality in Pricing under State Dependent Demand : Do Firms Look Ahead ? How Far Ahead ? , 2004 .

[31]  Steven Klepper,et al.  The Evolution of New Industries and the Determinants of Market Structure , 1990 .

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

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

[34]  Katja Seim,et al.  An empirical model of firm entry with endogenous product-type choices , 2006 .

[35]  Yogesh V. Joshi,et al.  Optimal Entry Timing in Markets with Social Influence , 2009, Manag. Sci..

[36]  Boyan Jovanovic.  Selection and the evolution of industry , 1981 .

[37]  Michael Gort,et al.  The Evolution of Markets and Entry, Exit and Survival of Firms , 1996 .

[38]  Ting Zhu,et al.  Market Structure and Competition in the Retail Discount Industry , 2009 .

[39]  Steven Klepper,et al.  The Making of an Oligopoly: Firm Survival and Technological Change in the Evolution of the U.S. Tire Industry , 2000, Journal of Political Economy.

[40]  Ariel Pakes,et al.  A Framework for Applied Dynamic Analysis in I.O , 2000 .

[41]  S. Klepper.  Entry, Exit, Growth, and Innovation over the Product Life Cycle , 1996 .

[42]  R. Pindyck.  Irreversibility, Uncertainty, and Investment , 1990 .

[43]  David J. Reibstein,et al.  Competitor See, Competitor Do: Incumbent Entry in New Market Niches , 2005 .

[44]  Michael J. Mazzeo.  Product Choice and Oligopoly Market Structure , 2002 .

[45]  Vivek Ghosal.  Does uncertainty influence the number of firms in an industry , 1996 .

[46]  A. Pakes,et al.  Empirical Implications of Alternative Models of Firm Dynamics , 1989 .

[47]  C. L. Benkard,et al.  Estimating Dynamic Models of Imperfect Competition , 2007 .

[48]  Brett R. Gordon.  A Dynamic Model of Consumer Replacement Cycles in the PC Processor Industry , 2009, Mark. Sci..

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

[50]  E. Maskin,et al.  A theory of dynamic oligopoly. , 1989 .

[52]  Puneet Manchanda,et al.  An Empirical Model of Advertising Dynamics , 2004 .

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

[54]  Rajshree Agarwal.  Survival of Firms over the Product Life Cycle , 1997 .

[55]  D. Xu.  A Structural Empirical Model of R&D, Firm Heterogeneity, and Industry Evolution* , 2023, The Journal of Industrial Economics.

[56]  S. Klepper,et al.  Time Paths in the Diffusion of Product Innovations , 1982 .

[57]  Benjamin Van Roy,et al.  MARKOV PERFECT INDUSTRY DYNAMICS WITH MANY FIRMS , 2008 .

[58]  Boyan Jovanovic,et al.  Entry, exit and diffusion with learning by doing , 1989 .