Modeling Multichannel Home Video Demand in the U.S. Motion Picture Industry

The U.S. motion picture industry has become increasingly reliant on posttheatrical channel profits. Two often-cited drivers of these profits are cross-channel substitution among posttheatrical channels and seasonality in consumer preferences for any movie. The authors use a differentiated products version of the multiplicative competitive interaction model to investigate these two phenomena. They estimate the model using data from 2000 and 2001 on two posttheatrical channels in the U.S. market: purchase and rental home viewing channels. Contrary to expectations based on business press commentary, after controlling for seasonality and movie attributes, the authors find low cross-channel price and availability elasticity for both channels. To measure the extent of cross-channel cannibalization, they simulate a 28-day window of sequential release with either purchase or rental channel going first. They find that windowing reduces the sum of revenues across both channels, because more consumers choose to not purchase or rent when faced with older movies in their favored channel rather than to switch to the alternative channel with newer movies.

[1]  Donald R. Lehmann,et al.  Sales through Sequential Distribution Channels: An Application to Movies and Videos , 2000 .

[2]  Liran Einav,et al.  Seasonality in the U.S. motion picture industry , 2007 .

[3]  J. Eliashberg,et al.  A Parsimonious Model for Forecasting Gross Box-Office Revenues of Motion Pictures , 1996 .

[4]  Anita Elberse,et al.  Superstars and Underdogs: An Examination of the Long Tail Phenomenon in Video Sales , 2007 .

[5]  Jeremy T. Fox,et al.  Improving the Numerical Performance of BLP Static and Dynamic Discrete Choice Random Coefficients Demand Estimation , 2009 .

[6]  Lee G. Cooper,et al.  Market-Share Analysis: Evaluating Competitive Marketing Effectiveness , 1988 .

[7]  Lesley Chiou,et al.  The Timing of Movie Releases: Evidence from the Home Video Industry , 2008 .

[8]  Michael Raith,et al.  Resource Allocation and Organizational Form , 2009 .

[9]  Xavier Drèze,et al.  Modeling Movie Life Cycles and Market Share , 2005 .

[10]  E. J. Epstein,et al.  The big picture : money and power in Hollywood , 2006 .

[11]  Patrick Billingsley,et al.  Probability and Measure. , 1986 .

[12]  D. Jain,et al.  Consumer Choice Process for Experience Goods: An Econometric Model and Analysis , 1999 .

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

[14]  Wagner A. Kamakura,et al.  A Bayesian Model for Prelaunch Sales Forecasting of Recorded Music , 2003, Manag. Sci..

[15]  J. Eliashberg,et al.  The Motion Picture Industry: Critical Issues in Practice, Current Research, and New Research Directions , 2006 .

[16]  Jehoshua Eliashberg,et al.  The consumers' rent vs. buy decision in the rentailer , 2009 .

[17]  M. Powell.  The BOBYQA algorithm for bound constrained optimization without derivatives , 2009 .

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

[19]  Robert E. Krider,et al.  Competitive Dynamics and the Introduction of New Products: The Motion Picture Timing Game , 1998 .

[20]  Lee G. Cooper,et al.  Market-Share Analysis , 1988 .

[21]  R. Varadhan,et al.  Simple and Globally Convergent Methods for Accelerating the Convergence of Any EM Algorithm , 2008 .

[22]  Sachin Gupta,et al.  Simulated Maximum Likelihood Estimator for the Random Coefficient Logit Model Using Aggregate Data , 2009 .

[23]  Aviv Nevo.  A Practitioner's Guide to Estimation of Random‐Coefficients Logit Models of Demand , 2000 .

[24]  Liran Einav,et al.  Uniform Prices for Differentiated Goods: The Case of the Movie-Theater Industry , 2007 .

[25]  Peter E. Rossi,et al.  Bayesian Analysis of Random Coefficient Logit Models Using Aggregate Data , 2008 .

[26]  T. Hennig-Thurau,et al.  The Last Picture Show? Timing and Order of Movie Distribution Channels , 2007 .

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