PL EN


Preferencje help
Widoczny [Schowaj] Abstrakt
Liczba wyników
2020 | 12 | nr 1 | 1--45
Tytuł artykułu

Innovation and Corporate Dynamics: A Theoretical Framework

Treść / Zawartość
Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
We provide a detailed analysis of a model of innovation and corporate dynamics that encompasses the Gibrat's Law of Proportionate Effect and the Simon growth process as particular instances. The predictions of the model are derived in terms of (i) firm size distribution, (ii) the distribution of firm growth rates, and (iii-iv) the relationships between firm size and the mean and variance of firm growth rates. We test the model against data from the worldwide pharmaceutical industry and find its predictions to be in good agreement with empirical evidence on all four dimensions. (original abstract)
Rocznik
Tom
12
Numer
Strony
1--45
Opis fizyczny
Twórcy
  • SGH Warsaw School of Economics
  • Politecnico di Milano, Italy
  • IMT Institute of Advanced Studies, Lucca, Italy
Bibliografia
  • [1] Argente D., Lee M., Moreira S., (2018), How do Firms Grow? The Life Cycle of Products Matters Working paper.
  • [2] Arkolakis C., (2016), A Unified Theory of Firm Selection and Growth, The Quarterly Journal of Economics 131(1), 89-155.
  • [3] Arkolakis C., Papageorgiou T., Timoshenko O. A., (2018), Firm Learning and Growth, Review of Economic Dynamics 27, 146-168.
  • [4] Artz K. W., Norman P. M., Hatfield D. E., Cardinal L. B., (2010), A Longitudinal Study of the Impact of R&D, Patents, and Product Innovation on Firm Performance, Journal of Product Innovation Management 27, 725-740.
  • [5] Axtell R. L., (2001), Zipf Distribution of US Firm Sizes, Science 293(5536), 1818.
  • [6] Bee M., Riccaboni M., Schiavo S., (2011), Pareto versus Lognormal: A Maximum Entropy Test, Department of Economics working paper 02-11, University of Trento.
  • [7] Bee M., Riccaboni M., Schiavo S., (2013), The Size Distribution of US Cities: Not Pareto, Even in the Tail, Economics Letters 120(2), 232-237.
  • [8] Bee M., Riccaboni M., Schiavo S., (2017), Where Gibrat Meets Zipf: Scale and Scope of French Firms, Physica A: Statistical Mechanics and its Applications 481, 265-275.
  • [9] Bernard A. B., Redding S. J., Schott P. K., (2011), Multiproduct Firms and Trade Liberalization, The Quarterly Journal of Economics 126(3), 1271-1318.
  • [10] Bottazzi G., Cefis E., Dosi G., Secchi A., (2007), Invariances and Diversities in the Patterns of Industrial Evolution: Some Evidence from Italian Manufacturing Industries, Small Business Economics 29(1-2), 137-159.
  • [11] Bottazzi G., Coad A., Jacoby N., Secchi A., (2011), Corporate Growth and Industrial Dynamics: Evidence from French Manufacturing, Applied Economics 43(1), 103-116.
  • [12] Bottazzi G., Dosi G., Lippi M., Pammolli F., Riccaboni M., (2001), Innovation and Corporate Growth in the Evolution of the Drug Industry, International Journal of Industrial Organization 19(7), 1161-1187.
  • [13] Bottazzi G., Pirino D., Tamagni F., (2015), Zipf Law and the Firm Size Distribution: A Critical Discussion of Popular Estimators, Journal of Evolutionary Economics 25(3), 585-610.
  • [14] Bottazzi G., Secchi A., (2013), Why are Distributions of Firm Growth Rates Tent-Shaped?, Economics Letters 80(3), 415-420.
  • [15] Bottazzi G., Secchi A., (2006a), Explaining the Distribution of Firm Growth Rates, The RAND Journal of Economics 37(2), 235-256.
  • [16] Bottazzi G., Secchi A., (2006b), Gibrat's Law and Diversification, Industrial and Corporate Change 15(5), 847-875.
  • [17] Brock W. A., (1999), Scaling in Economics: A Reader's Guide, Industrial and Corporate Change 8(3), 409-446.
  • [18] Buldyrev S. V., Growiec J., Pammolli F., Riccaboni M., Stanley H. E., (2007), The Growth of Business Firms: Facts and Theory, Journal of the European Economic Association 5(2-3), 574-584.
  • [19] Buldyrev S. V., Pammolli F., Riccaboni M., Yamasaki K., Fu D.-F., Matia K., Stanley H. E., (2007), A Generalized Preferential Attachment Model for Business Firms Growth Rates, European Physical Journal B 57(2), 131-138.
  • [20] Cabral L. M. B., Mata J., (2003), On The Evolution of the Firm Size Distribution: Facts and Theory, American Economic Review 93(4), 1075-1090.
  • [21] Caves R. E., (1998), Industrial Organization and New Findings on the Turnover and Mobility of Firms, Journal of Economic Literature 36(4), 1947-1982.
  • [22] Clauset A., Shalizi C. R., Newman M. E. J., (2009), Power-Law Distributions in Empirical Data, SIAM Review 51(4), 661-703.
  • [23] Coad A., (2009), The growth of firms: A survey of theories and empirical evidence, Edward Elgar Publishing.
  • [24] Coad A., (2018), Firm Age: A Survey, Journal of Evolutionary Economics 28(1), 13-43.
  • [25] Corsino M., Gabriele R., (2010), Product Innovation and Firm Growth: Evidence from the Integrated Circuit Industry, Industrial and Corporate Change 20, 29-56.
  • [26] De Fabritiis G., Pammolli F., Riccaboni M., (2003), On Size and Growth of Business Firms, Physica A 324(1-2), 38-44.
  • [27] De Vany A., Walls W. D., (1996), Bose-Einstein Dynamics and Adaptive Contracting in the Motion Picture Industry, The Economic Journal 106(439), 1493-1514.
  • [28] De Wit G., (2005), Firm Size Distributions:: An Overview of Steady-State Distributions Resulting from Firm Dynamics Models, International Journal of Industrial Organization 23(5-6), 423-450.
  • [29] Demirel P., Mazzucato M., (2010), The Evolution of Firm Growth Dynamics in the US Pharmaceutical Industry, Regional Studies 44, 1053-1066.
  • [30] Dosi G., (2007), Statistical Regularities in the Evolution of Industries. A Guide through some Evidence and Challenges for the Theory, [in:] Perspectives on Innovation, Cambridge University Press.
  • [31] Dosi G., Pereira M. C., Virgillito M. E., (2016), The Footprint of Evolutionary Processes of Learning and Selection upon the Statistical Properties of Industrial Dynamics, Industrial and Corporate Change 26(2), 187-210.
  • [32] Dunne T., Roberts M. J., Samuelson L., (1989), The Growth and Failure of US Manufacturing Plants, The Quarterly Journal of Economics 104(4), 671-698.
  • [33] Eeckhout J., (2004), Gibrat's Law for (All) Cities, American Economic Review 94(5), 1429-1451.
  • [34] Eeckhout J., (2009), Gibrat's Law for (All) Cities: Reply, American Economic Review 99(4), 1676-1683.
  • [35] Etro F., (2004), Innovation by Leaders, Economic Journal 114, 281-303.
  • [36] Evans D. S., (1987), The Relationship between Firm Growth, Size, and Age: Estimates for 100 Manufacturing Industries, The Journal of Industrial Economics 35(4), 567-581.
  • [37] Feller W., (1957), An Introduction to Probability Theory and its Applications, John Wiley.
  • [38] Frenken K., Cefis E., Stam E., (2015), Industrial Dynamics and Clusters: A Survey, Regional Studies 49(1), 10-27.
  • [39] Fu D., Pammolli F., Buldyrev S. V., Riccaboni M., Matia K., Yamasaki K., Stanley H. E., (2005), The Growth of Business Firms: Theoretical Framework and Empirical Evidence, Proceedings of the National Academy of Sciences 102(52), 18801-18806.
  • [40] Gabaix X., (1999), Zipf's Law: An Explanation, Quarterly Journal of Economics 114(3), 739-767.
  • [41] Gabaix X., (2009), Power Laws in Economics and Finance, Annual Review of Economics 1, 255-293.
  • [42] Gabaix X., (2011), The Granular Origins of Aggregate Fluctuations, Econometrica 79(3), 733-772.
  • [43] Gibrat R., (1931), Les Inégalités Économiques; Applications: aux Inégalités des Richesses, à la Concentration des Entreprises, aux Populations des Villes, aux Statistiques des Familles, etc., d'une Loi Nouvelle, la Loi de l'Effect Proportionnel, Recueil Sirey, Paris.
  • [44] Gil P. M., Figueiredo F., (2013), Firm Size Distribution Under Horizontal and Vertical Innovation, Journal of Evolutionary Economics 23(1), 129-161.
  • [45] Graves S. B., Langowitz N. S., (1993), A Longitudinal Study of the Impact of R&D, Patents, and Product Innovation on Firm Performance, Strategic Management Journal 14, 593-605.
  • [46] Growiec J., Pammolli F., Riccaboni M., Stanley H. E., (2008), On the Size Distribution of Business Firms, Economics Letters 98, 207-212.
  • [47] Hall B. H., (1987), The Relationship Between Firm Size and Firm Growth in the US Manufacturing Sector, The Journal of Industrial Economics 35(4), 583-606.
  • [48] Hopenhayn H. A., (1992), Entry, Exit, and Firm Dynamics in Long Run Equilibrium, Econometrica 60(5), 1127-1150.
  • [49] Hottman C. J., Redding S. J., Weinstein D. E., (2016), Quantifying the sources of firm heterogeneity, The Quarterly Journal of Economics 131(3), 1291-1364.
  • [50] Hymer S., Pashigian P., (1962), Firm Size and Rate of Growth, The Journal of Political Economy 70(6), 556-569.
  • [51] Ijiri Y., Simon H. A., (1977), Skew Distributions and the Sizes of Business Firms North-Holland, Amsterdam.
  • [52] Jovanovic B., (1982), Selection and the Evolution of Industry, Econometrica 50(3), 649-670.
  • [53] Kalecki M., (1945), On the Gibrat Distribution, Econometrica 13(2), 161-170.
  • [54] Klepper S., Thompson P., (2006), Submarkets and the Evolution of Market Structure, The RAND Journal of Economics 37(4), 861-886.
  • [55] Klette T. J., Kortum S., (2004), Innovating Firms and Aggregate Innovation, Journal of Political Economy 112(5), 986-1018.
  • [56] Kotz S., Kozubowski T. J., Podgorski K., (2001), The Laplace Distribution and Generalizations: A Revisit with Applications to Communications, Economics, Engineering, and Finance, Brikhauser, Boston.
  • [57] Lera S. C., Sornette D., (2017), Quantification of the Evolution of Firm Size Distributions Due to Mergers and Acquisitions, PLoS One 12(8), e0183627.
  • [58] Levy M., (2009), Gibrat's Law for (All) Cities: Comment, American Economic Review 99(4), 1672-1675.
  • [59] Luttmer E. G. J., (2007), Selection, Growth, and the Size Distribution of Firms, The Quarterly Journal of Economics 122(3), 1103-1144.
  • [60] Luttmer E. G. J., (2010), Models of Firm Heterogeneity and Growth, Annual Review of Economics 2, 547-576.
  • [61] Malevergne Y., Pisarenko V., Sornette D., (2009), Gibrat's Law for Cities: Uniformly Most Powerful Unbiased Test of the Pareto Against the Lognormal, Working Paper, Swiss Finance Institute Research Paper Series.
  • [62] Mansfield E., (1962), Entry, Gibrat's Law, Innovation, and the Growth of Firms, The American Economic Review 52(5), 1023-1051.
  • [63] Marsili O., (2005), Technology and the Size Distribution of Firms: Evidence from Dutch Manufacturing, Review of Industrial Organization 27(4), 303-328.
  • [64] Matraves C., (1999), Market Structure, R&D and Advertising in the Pharmaceutical Industry, Journal of Industrial Economics 47(2), 169-194.
  • [65] Mitzenmacher M., (2004), A Brief History of Generative Models for Power Law and Lognormal Distributions, Internet Mathematics 1(2), 226-251.
  • [66] Reed W. J., (2001), The Pareto, Zipf and Other Power Laws, Economics Letters 74(1), 15-19.
  • [67] Riccaboni M., Pammolli F., Buldyrev S. V., Ponta L., Stanley H. E., (2008), The Size Variance Relationship of Business Firm Growth Rates, Proceedings of the National Academy of Sciences 105(50), 19595.
  • [68] Rossi-Hansberg E., Wright M. L. J., (2007), Establishment Size Dynamics in the Aggregate Economy, The American Economic Review 97(5), 1639-1666.
  • [69] Segerstrom P. S., Zolnierek J. M., (1999), The R&D Incentives of Industry Leaders, International Economic Review 40, 745-766.
  • [70] Simon H. A., Bonini C. P., (1958), The Size Distribution of Business Firms, The American Economic Review 48(4), 607-617.
  • [71] Slimane S. B., (2001), Bounds on the Distribution of a Sum of Independent Lognormal Random Variables, IEEE Transactions on Communications 49(6), 975-978.
  • [72] Stanley M. H. R., Buldyrev S. V., Havlin S., Mantegna R. N., Salinger M. A., Stanley H. E., (1995), Zipf Plots and the Size Distribution of Firms, Economics Letters 49(4), 453-457.
  • [73] Stanley M. H. R., Amaral L. A. N., Buldyrev S. V., Havlin S., Leschhorn H., Maass P., Salinger M. A., Stanley H. E., (1996), Scaling Behaviour in the Growth of Companies, Nature 379, 804-806.
  • [74] Steindl J., (1965), Random Processes and the Growth of Firms: A Study of the Pareto Law, Griffin, London.
  • [75] Sutton J., (1997), Gibrat's Legacy, Journal of Economic Literature 35(1), 40-59.
  • [76] Sutton J., (1998), Technology and Market Structure: Theory and History, The MIT Press Cambridge, Mass.
  • [77] Sutton J., (2002), The Variance of Firm Growth Rates: The 'Scaling' Puzzle, Physica A 312(3-4), 577-590.
  • [78] Szyszkowicz S. S., Yanikomeroglu H., (2007), On The Tails of the Distribution of the Sum of Lognormals, IEEE ICC 2007, 5324-5329.
  • [79] Williams M. A., Pinto B. P., Park D., (2015), Global Evidence on the Distribution of Firm Growth Rates, Physica A: Statistical Mechanics and its Applications 432, 102-107.
  • [80] Yamasaki K., Matia K., Buldyrev S. V., Fu D., Pammolli F., Riccaboni M., Stanley H. E., (2006), Preferential Attachment and Growth Dynamics in Complex Systems, Physical Review E 74(3), 35103.
  • [81] Yule G. U., (1925), A Mathematical Theory of Evolution, Based on the Conclusions of Dr. JC Willis, F.R.S., Philosophical Transactions of the Royal Society of London. Series B, Containing Papers of a Biological Character 213, 21-87.
Typ dokumentu
Bibliografia
Identyfikatory
Identyfikator YADDA
bwmeta1.element.ekon-element-000171597097

Zgłoszenie zostało wysłane

Zgłoszenie zostało wysłane

Musisz być zalogowany aby pisać komentarze.
JavaScript jest wyłączony w Twojej przeglądarce internetowej. Włącz go, a następnie odśwież stronę, aby móc w pełni z niej korzystać.