Castellacci, Fulvio and Zheng, Jinghai (2010): Technological regimes, Schumpeterian patterns of innovation and firm level productivity growth.
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The paper investigates the relationships between technological regimes and firm-level productivity performance, and it explores how such a relationship differs in different Schumpeterian patterns of innovation. The analysis makes use of a rich dataset containing data on innovation and other economic characteristics of a large representative sample of Norwegian firms in manufacturing and service industries for the period 1998-2004. First, we decompose TFP growth into technical progress and efficiency changes by means of data envelopment analysis. We then estimate an empirical model that relates these two productivity components to the characteristics of technological regimes and a set of other firm-specific factors. The results indicate that: (1) TFP growth has mainly been achieved through technical progress, while technical efficiency has on average decreased; (2) the characteristics of technological regimes are important determinants of firm-level productivity growth, but their impacts on technical progress are different from the effects on efficiency change; (3) the estimated model works differently in the two Schumpeterian regimes. Technical progress has been more dynamic in Schumpeter Mark II industries, while efficiency change has been more important in Schumpeter Mark I markets.
|Item Type:||MPRA Paper|
|Original Title:||Technological regimes, Schumpeterian patterns of innovation and firm level productivity growth|
|Keywords:||TFP growth; technical progress; technical efficiency; technological regimes; Schumpeterian patterns of innovation; CIS data|
|Subjects:||L - Industrial Organization > L0 - General
O - Economic Development, Innovation, Technological Change, and Growth > O1 - Economic Development
|Depositing User:||Fulvio Castellacci|
|Date Deposited:||21. Dec 2010 13:27|
|Last Modified:||14. Feb 2013 12:05|
Aghion, P., Bloom, N., Blundell, R., Griffith, R. and Howitt, P. (2005): ‘Competition and innovation: an inverted U relationship’, Quarterly Journal of Economics, 120 (2), 701-728.
Banker, R. (1993): ‘Maximum likelihood, consistency and data envelopment analysis: a statistical foundation”, Management Science, 39 (10), 1265-1273.
Banker, R. and Natarajan, R. (2008): ‘Evaluating contextual variables affecting productivity using data envelopment analysis’, Operations Research, 56 (1), 48-58.
Bartelsman, E. J. and Doms, M. (2000): ‘Understanding productivity: lessons from longitudinal microdata’, Journal of Economic Literature, 38 (3), 569-594.
Breschi, S., Malerba, F., Orsenigo, L. (2000): ‘Technological regimes and Schumpeterian patterns of innovation’, Economic Journal, 110, 388-410.
Cainelli, G., Evangelista, R. and Savona, M. (2006): ‘Innovation and economic performance in services: a firm-level analysis’, Cambridge Journal of Economics, 30, 435-458.
Castellacci, F. (2007): ‘Technological regimes and sectoral differences in productivity growth’, Industrial and Corporate Change, 16 (6), 1105-1145.
Castellacci, F. (2008a): ‘Innovation and the competitiveness of industries: comparing the mainstream and the evolutionary approaches’, Technological Forecasting and Social Change, 75, 984-1006.
Castellacci, F. (2008b): ‘Technological paradigms, regimes and trajectories: manufacturing and service industries in a new taxonomy of sectoral patterns of innovation”, Research Policy, 37, 978-994.
Castellacci, F., Clausen, T., Nås, S.O. and Verspagen, B. (2009): ‘Historical fingertips? A taxonomy of innovation in Norway’, in Fagerberg, J., Mowery, D. and Verspagen, B. (Eds.), Innovation, Path-dependency and Policy: the Norwegian Case, Oxford University Press.
Cazals, C., Florens, J. and Simar, L. (2002): ‘Nonparametric frontier estimation: a robust approach’, Journal of Econometrics, 106, 1-25.
Caves, R. (1998): ‘Industrial organization and new findings on the turnover and mobility of firms’, Journal of Economic Literature, XXXVI, 1947-1982.
Cefis, E. and L. Orsenigo (2001), ‘The persistence of innovative activities: a cross-countries and cross-sectors comparative analysis’, Research Policy, 30, 1139-1158.
Cohen, W. M. and R. Levin (1989), ‘Empirical studies of innovation and market structure’, in R. Schmalensee and R.D. Willig (Eds.), Handbook of Industrial Organization, Volume II, North Holland.
Crepon, B., Duguet, E. and Mairesse, J. (1998): ‘Research, innovation and productivity: an econometric analysis at the firm level’, Economics of Innovation and New Technology, 7 (2), 115-158.
Crespi, G., Criscuolo, C. Haskel, J. and Slaughter, M. (2007): ‘Productivity Growth, Knowledge Flows and Spillovers’ CEP Discussion Papers 785, Centre for Economic Performance, LSE.
Dosi, G. (1988), ‘Sources, procedures, and microeconomic effects of innovation’, Journal of Economic Literature, XXVI, 1120-1171.
Dosi, G., Marengo, L. and Pasquali, C. (2006): ‘How much should society fuel the greed of innovators? On the relations between appropriability, opportunities and rates of innovation’, Research Policy, 35 (8), 1110-1121.
Duguet, E. (2006): ‘Innovation height, spillovers and TFP growth at the firm level: Evidence from French manufacturing”, Economics of Innovation and New Technology, 15 (4&5), 415-442.
Färe, R. and Grosskopf, M. N. (1996): Intertemporal Production Frontiers: With Dynamics DEA, Kluwer Academic, Boston.
Färe, R., Grosskopf, M. N., Norris, M. and Zhang, Z. (1994): ‘Productivity growth, technical progress, and efficiency changes in industrialized countries’, American Economic Review, 84 (1), 66-83.
Farrell, M. J. (1957): ‘The measurement of productive efficiency’, Journal of the Royal Statistical Society, 120 (3), 253-281.
Foster, L., Haltiwanger, J. and C. J. Krizan (1998), ‘Aggregate productivity growth: lessons from microeconomic evidence’, NBER Working Paper, No. 6803.
Griffith, R., Huergo, H., Mairesse, J. and Peters, B. (2006): ‘Innovation and Productivity Across Four European Countries’, Oxford Review of Economic Policy, 22(4), 483-498.
Griliches, Z. (1979): ‘Issues in assessing the contribution of research and development to productivity growth’, The Bell Journal of Economics, 10, 92-116.
Hall, B. and Mairesse, J. (2006): ‘Empirical studies of innovation in the knowledge-driven economy’, Economics of Innovation and New Technology, 15, (4&5), 289-299.
Heshmati, A. (2003): ‘Productivity growth, efficiency and outsourcing in manufacturing and service industries’, Journal of Economic Surveys, 17 (1), 79-112.
Janz, N., Lööf, H. and Peters, B. (2003): ‘Firm Level Innovation and Productivity: Is there a Common Story Across Countries?’ ZEW Discussion Papers 03-26.
Laursen, K. and V. Meliciani (2002), ‘The relative importance of international vis-à-vis national technological spillovers for market share dynamics’, Industrial and Corporate Change, 11, 875-894.
Lee, K. and C. Lim (2001), ‘Technological regimes, catching-up and leapfrogging: findings from the Korean industries’, Research Policy, 30, 459-483.
Los, B. and B. Verspagen (2004), ‘Technology spillovers and their impact on productivity’, in H. Hanusch and A. Pyka (eds.), Elgar Companion to Neo-Schumpeterian Economics, Edward Elgar: Cheltenham, UK.
Lotti, F. (2007): ‘Firm Dynamics in Manufacturing and Services: a Broken Mirror?’, Industrial and Corporate Change, 16, 347-369.
Lööf, H., Heshmati, A., Asplund, R. and Nås, S. O. (2001): ‘Innovation and Performance in Manufacturing Industries: A Comparison of the Nordic Countries’, Working Paper Series in Economics and Finance 0457, Stockholm School of Economics.
Lööf, H. and Heshmati, A. (2006): ‘On the relationship between innovation and performance: A sensitivity analysis’, Economics of Innovation and New Technology, 15 (4&5), 317-344.
Malerba, F. (2002): ‘Sectoral systems of innovation and production’, Research Policy, 31 (2), 247-264.
Malerba, F. and F. Montobbio (2003): ‘Exploring factors affecting international technological specialization: the role of knowledge flows and the structure of innovative activity’, Journal of Evolutionary Economics, 13, 411-434.
Malerba, F., Orsenigo, L. (1995): ‘Schumpeterian patterns of innovation’, Cambridge Journal of Economics, 19, 47-65.
Malerba, F., Orsenigo, L. (1996): ‘Schumpeterian patterns of innovation are technology-specific’, Research Policy, 25, 451-478.
Marsili, O., Verspagen, B. (2002): ‘Technology and the dynamics of industrial structure: an empirical mapping of Dutch manufacturing’, Industrial and Corporate Change, 11 (4), 791-815.
Nelson, R.R. and S.G. Winter (1982): An Evolutionary Theory of Economic Change, The Belknap Press of Harvard University Press, Cambridge, USA.
Nishimizu, M. and Page, J.M. (1982): ‘Total factor productivity growth, technical progress and technical efficiency change: dimensions of productivity change in Yugoslavia, 1965-78’, Economic Journal, 92, 920-936.
Parelman, S. (1995): ‘R&D, technological progress and efficiency change in industrial activities’, Review of Income and Wealth, 41 (3), 349-366.
Parisi, M. L., Schiantarelli, F. and Sembenelli, A. (2006): ‘Productivity, innovation and R&D: Micro evidence for Italy’, European Economic Review, 50 (8), 2037-2061.
Park, K. and Lee, K. (2006): ‘Linking the technological regime to the technological catch-up: analysing Korea and Taiwan using US patent data’, Industrial and Corporate Change, 15 (4), 715-753.
Reichstein, T. and Salter, A. (2006): ‘Investigating the sources of process innovation among UK manufacturing firms’, Industrial and Corporate Change, 15 (4), 653-682.
Santarelli, E. and Vivarelli, M. (2007), ‘Entrepreneurship and the process of firms’ entry, survival and growth’, Industrial and Corporate Change, 16, 455-488.
Schumpeter, J. (1934), The Theory of Economic Development, Harvard University Press, Cambridge, USA.
Schumpeter, J. (1943), Capitalism, Socialism and Democracy, Harper, New York.
Simar, L. (2003): ‘Detecting outliers in frontier models: a simple approach’, Journal of Productivity Analysis, 20, 391-424.
Simar, L. and Wilson, P. (1998): ‘Sensitivity analysis of efficiency scores: how to bootstrap in nonparametric frontier models’, Management Science, 44 (1), 49-61.
Simar, L. and Wilson, P. (2000): ‘Statistical inference in nonparametric frontier models: the state of the art’, Journal of Productivity Analysis, 13, 49-78.
Simar, L. and Wilson, P. (2007): ‘Estimation and inference in two-stage, semi-parametric models of production processes’, Journal of Econometrics, 136, 31-64.
Srholec, M. and Verspagen, B. (2008): ‘The voyage of the beagle in innovation systems land. Explorations on sectors, innovation, heterogeneity and selection’, UNU-MERIT Working Paper No. 8/2008.
Van Dijk, M. (2000): ‘Technological Regimes and Industrial Dynamics: the Evidence from Dutch Manufacturing’, Industrial and Corporate Change, 9 (2), 173-194.
Van Leuwen, G. and L. Klomp (2006): ‘On the contribution of innovation to multi-factor productivity growth’, Economics of Innovation and New Technology, 15 (4&5), 367-390.
Von Tunzelmann, N. and V. Acha (2005), ‘Innovation in “low-tech” industries’, in J. Fagerberg, D. C. Mowery and R. R. Nelson (eds.), The Oxford Handbook of Innovation, Oxford University Press: Oxford.
Von Tunzelmann, N., Malerba, F., Nightingale, P. and Metcalfe, S. (2007): ‘Technological paradigms: past, present and future’, Industrial and Corporate Change, 17 (3), 467-484.
Wieser, R. (2005): ‘Research and development productivity and spillovers: empirical evidence at the firm level’, Journal of Economic Surveys, 19 (4), 587-621.
Winter, S. G. (1984), ‘Schumpeterian Competition in Alternative Technological Regimes’, Journal of Economic Behavior and Organization, 5, 137 158.
Winter, S. (2006): ‘Toward a neo-Schumpeterian theory of the firm’, Industrial and Corporate Change, 15 (1), 125-141.
Zheng, J., Liu, X. and Bigsten, A. (1998): ‘Ownership Structure and Determinants of Technical Efficiency: An Application of Data Envelopment Analysis to Chinese Enterprises (1986-1990)’ Journal of Comparative Economics, 26 (3), 465-484.
Zheng, J., Liu, X. and Bigsten, A. (2003): ‘Efficiency, technical progress, and best practice in Chinese state enterprises (1980–1994)’, Journal of Comparative Economics, 31 (1), 134-152.