Siebert, Ralph Bernd (2010): Learning-by-Doing and Cannibalization Effects at Multi-Vintage Firms: Evidence from the Semiconductor Industry. Published in: The B.E. Journal of Economic Analysis & Policy , Vol. Vol. 1, No. Issue 1 (Advances) (5. May 2010)
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Previous studies on the measurement of learning-by-doing emphasize the importance of accounting for multi-vintage effects having an impact on firms’ production costs through economies of scope. This study shows that accounting for cannibalization effects on the demand side is equally important for the adequate measurement of learning. Since multi-vintage firms anticipate the demand-side cannibalization effects in their production optimization, a previously omitted incentive to decrease production is captured having an impact on the measurement of learning by doing. We derive an empirical model from a dynamic oligopoly game of learning-by-doing and allow cannibalization effects to enter from the demand side. Using quarterly firm-level data for the dynamic random access memory semiconductor industry, we find support for cannibalization effects entering firms’ pricing relations resulting in higher estimated learning effects.
|Item Type:||MPRA Paper|
|Original Title:||Learning-by-Doing and Cannibalization Effects at Multi-Vintage Firms: Evidence from the Semiconductor Industry|
|Keywords:||Dynamic Random Access Memory; Dynamics; Economies of Scale; Learning by Doing; Multiproduct Firms; Product Life Cycle; Semiconductors|
|Subjects:||L - Industrial Organization > L0 - General
D - Microeconomics > D4 - Market Structure, Pricing, and Design > D40 - General
D - Microeconomics > D0 - General > D00 - General
|Depositing User:||Ralph Bernd Siebert|
|Date Deposited:||21. Jul 2010 06:13|
|Last Modified:||30. Dec 2015 14:06|
Aizcorbe, A. and S. Kortum, 2005, “Moore’s Law and the Semiconductor Industry: A Vintage Model,” Scandinavian Journal of Economics, Vol. 107, No. 4, pp. 603-630.
Anderson, S.P., A. de Palma, and J.-F. Thisse, 1992, Discrete Choice Theory of Product Differentiation, MIT Press, Cambridge.
Argote, L. and S. Beckman, and D. Epple, 1990, “The Persistence and Transfer of Learning in Industrial Settings,” Management Science, Vol. 36, pp. 140-154.
Basar, T. and G. Olsder, 1991, Dynamic Noncooperative Game Theory, Academic Press, London, Second Edition.
Benkard, C.L., 2000, “Learning and Forgetting: The Dynamics of Aircraft Production,” American Economic Review, Vol. 90, No. 4, pp. 1034-1054.
Berndt, E., 1991, The Practice of Econometrics: Classic and Contemporary, Addison- Wesley Publishing Company.
Berry, S., 1994, “Estimating Discrete-Choice Models of Product Differentiation”, Rand Journal of Economics, Vol. 25, pp. 242-262.
Berry, S., J. Levinsohn and A. Pakes, 1995, “Automobile Prices in Market Equilibrium,” Econometrica, Vol. 63, pp. 841-889.
Bresnahan, T.F., 1987, “Competition and Collusion in the American Auto Industry: The 1955 Price War,” Journal of Industrial Economics, Vol. 35, pp. 457-482.
Bresnahan, T.F., 1989, Empirical Studies of Industries with Market Power, in: R. Schmalensee and R.D: Willig, eds. Handbook of Industrial Organization, Amsterdam: North Holland, 1989.
Cohen, W. and D. Levinthal, 1989, “Innovation and Learning: The Two Faces of R & D,” The Economic Journal, Vol. 99, pp. 569-596.
Cohen, W. and D. Levinthal, 1990, “Absorptive Capacity: A New Perspective on Learning and Innovation,” Administrative Science Quarterly, Vol. 35, pp. 128—152.
Dataquest, 1996, Semiconductor Database provided by Dataquest.
Davidson, R. and J. MacKinnon, 2000, “Bootstrap Tests: How Many Bootstraps?,” Econometric Review, Vol. 19, pp. 55-68.
Dick, A.R., 1991, “Learning by Doing and Dumping in the Semiconductor Industry,” Journal of Law and Economics, Vol. 34, pp. 133-159.
Efron, B., 1982, The Bootstrap and other Resampling Plans, Society for Industrial and Applied Mathematics.
Efron, B. and J. Tibsharani, 1993, An Introduction to the Bootstrap, London: Chapman and Hall.
Ericson, R. and A. Pakes, 1995, “Markov-Perfect Industry Dynamics: A Framework for Empirical Work,” Review of Economic Studies, Vol. 62, pp. 53-82.
Flamm, K., 1993a, “Forward Pricing vs Fair Value: An Analytical Assessment of ‘Dumping’ in DRAMs,” in: Takatoshi Ito and Anne O. Krueger ˜eds. Trade and Protectionism, Chicago and London, Chicago University Press, pp. 47—94.
Flamm, K., 1993b, “Measurement of DRAM Prices: Technology and Market Structure,” in: M. Foss, M. Manser, and A. Young, eds. Price Measurement and their Uses, University of Chicago Press.
Flamm, K., 1996, Mismanaged Trade? Brookings Institution Press, Washington, D.C.
Fudenberg, D. and J. Tirole, 1983, “Learning by Doing and Market Performance,” Bell Journal of Economics, Vol. 14, pp. 522-530.
Fudenberg, D. and J. Tirole, 1986, Dynamic Models of Oligopoly, Harwood Academic Publishers, Switzerland.
Fudenberg, D. and J. Tirole, 1991, Game Theory, MIT Press. Ghemawat, P., 1985, “Building Strategy on the Experience Curve,” Harvard Business Review, Vol. 63, pp. 143-149.
Ghemawat, P. and A.M. Spence, 1985, “Learning Curve Spillovers and Market Performance,” Quarterly Journal of Economics, Vol. 100, pp. 839-852.
Goldberg, P.K., 1995, “Product Differentiation and Oligopoly in International Markets: The Case of the U.S. Automobile Industry,” Econometrica, Vol. 63, pp. 891-951.
Gruber, H., 1992, “The Learning Curve in the Production of Semiconductor Memory Chips,” Applied Economics, Vol. 24, pp. 885-894.
Gruber, H., 1996, “Trade Policy and Learning by Doing: The Case of Semiconductors,” Research Policy, Vol. 25, pp. 723-739.
Gruber, H., 1998, “Learning by Doing and Spillovers: Further Evidence from the Semiconductor Industry,” Review of Industrial Organization, Vol. 13, No. 6, pp. 697-711.
Hall, B.H. and R.H. Ziedonis, 2001, “The Patent Paradox Revisited: An Empirical Study of Patenting in the US Semiconductor Industry, 1979-95,” Rand Journal of Economics, Vol. 32, No. 1, pp. 101-128.
Hatch N.W. and D.C.Mowery, 1998, “Process Innovation and Learning by Doing in Semiconductor Manufacturing,” Management Science, Vol. 44, No. 11, pp. 1461-1477.
Heiman, A., B. McWilliams, Z. Shen, and D. Zilberman, 2001, “Learning and Forgetting: Modeling Optimal Product Sampling Over Time,” Management Science, Vol. 47, pp. 532-546.
Heskett, J., 1976, Marketing, New York: Macmillan. Irwin, D. and P. Klenow, 1994, “Learning by Doing Spillovers in the Semiconductor Industry,” Journal of Political Economy, Vol. 102, pp. 1200-1227.
Iwata, G., 1974, “Measurement of Conjectural Variations in Oligopoly,” Econometrica, Vol. 42, pp. 947-966.
Jarmin, R.S., 1994, “Learning by Doing and Competition in the Early Rayon Industry,” Rand Journal of Economics, Vol. 25, pp. 441-454.
Jorgenson, D.W., 2001, “Information Technology and the U.S. Economy,” American Economic Review, Vol. 91, No. 1, pp. 1-32.
Jorgenson, D.W. and K. Vu, 20005, “Information Technology and the World Economy,” Scandinavian Journal of Economics, Vol. 107, No. 4, pp. 631-650.
Lieberman, M.B., 1982, The Learning Curve, Pricing, and Market Structure in the Chemical Processing Industries, in: Ph.D. Dissertation, Harvard University.
Lieberman, M.B., 1984, “The Learning Curve and Pricing in the Chemical Processing Industries,” Rand Journal of Economics, Vol. 15, pp. 213-228.
Majd, S. and R. Pindyck, 1989, “The Learning Curve and Optimal Production Under Uncertainty,” Rand Journal of Economics, Vol. 20, pp. 331-343.
Miravete, E., 2003, “Time-Consistent Protection with Learning by Doing,” European Economic Review, Vol. 47, pp. 761-790.
Moorthy, K.S. and I.P.L. Png, 1992, “Market Segmentation, Cannibalization, and the Timing of Product Introductions,” Management Science, Vol. 38, No. 3, pp. 345-359.
Mussa, M. and S. Rosen, 1978, “Monopoly and Product Quality,” Journal of Economic Theory, Vol. 18, No. 2, pp. 301-317.
Newey, W.K. and K.D.West, 1987, “A Simple, Positive Semi-Definite, Heteroskedasticity and Autocorrelation Consistent Covariance Matrix,” Econometrica, Vol. 55, No. 3, pp. 819—847.
Norton, J.A. and F.M. Bass, 1987, “A Diffusion Theory Model of Adoption and Substitution for Successive Generations of High-Technology Products,” Management Science, Vol. 33, No. 9, pp. 1069-1086.
Nye, W.W., 1996, “Firm-Specific Learning-by-Doing in Semiconductor Production: Some Evidence from the 1986 Trade Agreement,” Review of Industrial Organization, Vol. 11, pp. 383-394.
OECD/IEA, 1998, “Energy Prices and Taxes, International Energy Agency, First Quarter to Fourth Quarter, 1984- 1998,” Paris.
OECD, 1998, STAN DATABASE, 1998, Paris.
Olley, G.S. and A. Pakes, 1996, “The Dynamics of Productivity in the Telecommunications Equipment Industry,” Econometrica, Vol. 64, pp. 1236-1298.
Pakes, A. and P. McGuire, 1994, “Computing Markov Perfect Equilibria: Numerical Implications of a Dynamic Differentiated Product Model,” Rand Journal of Economics, Vol. 25, pp. 555-589.
Pakes, A. and P. McGuire, 2001, “Stochastic Approximation for Dynamic Models: Markov Perfect Equilibrium and the ’Curse’ of Dimensionality,” Econometrica, Vol. 69, No. 5, pp. 1261-1281.
Song, M., 2007, “Measuring Consumer Welfare in the CPUMarket: An Application of the Pure Characteristics Demand Model,” RAND Journal of Economics, Vol. 38, pp. 429-446.
Spence, A.M., 1981, “The Learning Curve and Competition,” Bell Journal of Economics, Vol. 12, pp. 49-70.
Stokey, N., 1988, “Learning by Doing and the Introduction of New Goods,” Journal of Political Economy, Vol. 96, pp. 701-717.
Thornton, R. and P. Thompson, 2001, “Learning from Experience and Learning from Others: An Exploration of Learning and Spillovers in Wartime Shipbuilding,” American Economic Review, Vol. 91, pp. 1350-1368.
Urban, G. L., P L. Johnson and J. R. Hauser, 1984, “Testing Competitive Market Structures,” Marketing Science, Vol. 3, No. 2, pp. 83-112.
Verboven, F., 1996, “International Price Discrimination in the European Car Market,” Rand Journal of Economics, Vol. 27, pp. 240-268.
Vives,. X., 1999, Oligopoly Pricing, MIT.
Wright, T.P., 1936, “Factors affecting the Cost of Airplanes,” Journal of Aeronautical Sciences, Vol. 3, pp. 122-128.
Zulehner, C., 2003, “Testing Dynamic Oligopolistic Interaction: Evidence from the Semiconductor Industry,” International Journal of Industrial Organization, Vol. 21, pp. 1527-1556.