Advanced Search
MyIDEAS: Login

Technological regimes, Schumpeterian patterns of innovation and firm level productivity growth

Contents:

Author Info

  • Castellacci, Fulvio
  • Zheng, Jinghai

Abstract

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.

Download Info

If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
File URL: http://mpra.ub.uni-muenchen.de/27588/
File Function: original version
Download Restriction: no

Bibliographic Info

Paper provided by University Library of Munich, Germany in its series MPRA Paper with number 27588.

as in new window
Length:
Date of creation: 2010
Date of revision:
Handle: RePEc:pra:mprapa:27588

Contact details of provider:
Postal: Schackstr. 4, D-80539 Munich, Germany
Phone: +49-(0)89-2180-2219
Fax: +49-(0)89-2180-3900
Web page: http://mpra.ub.uni-muenchen.de
More information through EDIRC

Related research

Keywords: TFP growth; technical progress; technical efficiency; technological regimes; Schumpeterian patterns of innovation; CIS data;

Other versions of this item:

Find related papers by JEL classification:

This paper has been announced in the following NEP Reports:

References

References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
as in new window
  1. Lucia Foster & John Haltiwanger & C.J. Krizan, 1998. "Aggregate Productivity Growth: Lessons from Microeconomic Evidence," NBER Working Papers 6803, National Bureau of Economic Research, Inc.
  2. Hall, Bronwyn & Mairesse, Jacques, 2006. "Empirical studies of innovation in the knowledge driven economy," MERIT Working Papers 028, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
  3. Almas Heshmati, 2003. "Productivity Growth, Efficiency and Outsourcing in Manufacturing and Service Industries," Journal of Economic Surveys, Wiley Blackwell, vol. 17(1), pages 79-112, February.
  4. Léopold Simar & Paul Wilson, 2000. "Statistical Inference in Nonparametric Frontier Models: The State of the Art," Journal of Productivity Analysis, Springer, vol. 13(1), pages 49-78, January.
  5. Castellacci, Fulvio, 2007. "Technological regimes and sectoral differences in productivity growth," MPRA Paper 27598, University Library of Munich, Germany.
  6. Srholec, Martin & Verspagen, Bart, 2008. "The Voyage of the Beagle in Innovation Systems Land.Explorations on Sectors, Innovation, Heterogeneity and Selection," MERIT Working Papers 008, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
  7. Elena Cefis & Luigi Orsenigo, 1998. "The Persistence of Innovative Activities. A Cross-Countries and Cross-Sectors Comparative Analysis," Department of Economics Working Papers 9804, Department of Economics, University of Trento, Italia.
  8. Mark Doms & Eric J. Bartelsman, 2000. "Understanding Productivity: Lessons from Longitudinal Microdata," Journal of Economic Literature, American Economic Association, vol. 38(3), pages 569-594, September.
  9. Santarelli, Enrico & Vivarelli, Marco, 2006. "Entrepreneurship and the Process of Firms’ Entry, Survival and Growth," IZA Discussion Papers 2475, Institute for the Study of Labor (IZA).
  10. Rachel Griffith & Elena Huergo & Jacques Mairesse & Bettina Peters, 2006. "Innovation and Productivity Across Four European Countries," Oxford Review of Economic Policy, Oxford University Press, vol. 22(4), pages 483-498, Winter.
  11. Fare, Rolf & Shawna Grosskopf & Mary Norris & Zhongyang Zhang, 1994. "Productivity Growth, Technical Progress, and Efficiency Change in Industrialized Countries," American Economic Review, American Economic Association, vol. 84(1), pages 66-83, March.
  12. Lööf, Hans & Heshmati, Almas, 2001. "On the Relationship between Innovation and Performance: A sensitivity Analysis," Working Paper Series in Economics and Finance 0446, Stockholm School of Economics, revised 01 Oct 2001.
  13. Kyoo-Ho Park & Keun Lee, 2006. "Linking the technological regime to the technological catch-up: analyzing Korea and Taiwan using the US patent data," Industrial and Corporate Change, Oxford University Press, vol. 15(4), pages 715-753, August.
  14. Castellacci, Fulvio, 2008. "Technological paradigms, regimes and trajectories: Manufacturing and service industries in a new taxonomy of sectoral patterns of innovation," Research Policy, Elsevier, vol. 37(6-7), pages 978-994, July.
  15. Giulio Cainelli & Rinaldo Evangelista & Maria Savona, 2006. "Innovation and economic performance in services: a firm-level analysis," Cambridge Journal of Economics, Oxford University Press, vol. 30(3), pages 435-458, May.
  16. SIMAR, Léopold & WILSON, Paul, 1995. "Sensitivity Analysis to Efficiency Scores : How to Bootstrap in Nonparametric Frontier Models," CORE Discussion Papers 1995043, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
  17. Orietta Marsili & Bart Verspagen, 2002. "Technology and the dynamics of industrial structures: an empirical mapping of Dutch manufacturing," Industrial and Corporate Change, Oxford University Press, vol. 11(4), pages 791-815, August.
  18. Zvi Griliches, 1998. "Issues in Assessing the Contribution of Research and Development to Productivity Growth," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 17-45 National Bureau of Economic Research, Inc.
  19. Howitt, Peter & Griffith, Rachel & Aghion, Philippe & Blundell, Richard & Bloom, Nick, 2005. "Competition and Innovation: An Inverted-U Relationship," Scholarly Articles 4481507, Harvard University Department of Economics.
  20. Cazals, Catherine & Florens, Jean-Pierre & Simar, Leopold, 2002. "Nonparametric frontier estimation: a robust approach," Journal of Econometrics, Elsevier, vol. 106(1), pages 1-25, January.
  21. Parisi, Maria Laura & Schiantarelli, Fabio & Sembenelli, Alessandro, 2006. "Productivity, innovation and R&D: Micro evidence for Italy," European Economic Review, Elsevier, vol. 50(8), pages 2037-2061, November.
  22. Simar, Leopold & Wilson, Paul W., 2007. "Estimation and inference in two-stage, semi-parametric models of production processes," Journal of Econometrics, Elsevier, vol. 136(1), pages 31-64, January.
  23. Rajiv D. Banker, 1993. "Maximum Likelihood, Consistency and Data Envelopment Analysis: A Statistical Foundation," Management Science, INFORMS, vol. 39(10), pages 1265-1273, October.
  24. Zheng, Jinghai & Liu, Xiaoxuan & Bigsten, Arne, 1998. "Ownership Structure and Determinants of Technical Efficiency: An Application of Data Envelopment Analysis to Chinese Enterprises (1986-1990)," Journal of Comparative Economics, Elsevier, vol. 26(3), pages 465-484, September.
  25. Francesca Lotti, 2007. "Firm dynamics in manufacturing and services: a broken mirror?," Industrial and Corporate Change, Oxford University Press, vol. 16(3), pages 347-369, June.
  26. Nick von Tunzelmann & Franco Malerba & Paul Nightingale & Stan Metcalfe, 2008. "Technological paradigms: past, present and future," Industrial and Corporate Change, Oxford University Press, vol. 17(3), pages 467-484, June.
  27. Bruno Crepon & Emmanuel Duguet & Jacques Mairessec, 1998. "Research, Innovation And Productivi[Ty: An Econometric Analysis At The Firm Level," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 7(2), pages 115-158.
  28. Franco Malerba & Fabio Montobbio, 2003. "Exploring factors affecting international technological specialization: the role of knowledge flows and the structure of innovative activity," Journal of Evolutionary Economics, Springer, vol. 13(4), pages 411-434, October.
  29. Giovanni Dosi & Luigi Marengo & Corrado Pasquali, 2006. "How Much Should Society Fuel the Greed of Innovators? On the Relations between Appropriability, Opportunities and Rates of Innovation," LEM Papers Series 2006/17, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
  30. Breschi, Stefano & Malerba, Franco & Orsenigo, Luigi, 2000. "Technological Regimes and Schumpeterian Patterns of Innovation," Economic Journal, Royal Economic Society, vol. 110(463), pages 388-410, April.
  31. Janz, Norbert & Lööf, Hans & Peters, Bettina, 2004. "Firm Level Innovation and Productivity - Is there a Common Story Across Countries?," Working Paper Series in Economics and Institutions of Innovation 24, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
  32. repec:fth:inseep:9833 is not listed on IDEAS
  33. Emmanuel Duguet, 2006. "Innovation height, spillovers and tfp growth at the firm level: Evidence from French manufacturing," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 15(4-5), pages 415-442.
  34. Crepon, B. & Duguet, E. & Mairesse, J., 1998. "Research Investment, Innovation and Productivity: An Econometric Analysis at the Firm Level," Papiers d'Economie Mathématique et Applications 98.15, Université Panthéon-Sorbonne (Paris 1).
  35. Keld Laursen & Valentina Meliciani, 2002. "The relative importance of international vis-ý-vis national technological spillovers for market share dynamics," Industrial and Corporate Change, Oxford University Press, vol. 11(4), pages 875-894, August.
  36. Dosi, Giovanni, 1988. "Sources, Procedures, and Microeconomic Effects of Innovation," Journal of Economic Literature, American Economic Association, vol. 26(3), pages 1120-71, September.
  37. Malerba, Franco, 2002. "Sectoral systems of innovation and production," Research Policy, Elsevier, vol. 31(2), pages 247-264, February.
  38. Lee, Keun & Lim, Chaisung, 2001. "Technological regimes, catching-up and leapfrogging: findings from the Korean industries," Research Policy, Elsevier, vol. 30(3), pages 459-483, March.
  39. George Van Leeuwen & Luuk Klomp, 2006. "On the contribution of innovation to multi-factor productivity growth," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 15(4-5), pages 367-390.
  40. Toke Reichstein & Ammon Salter, 2006. "Investigating the sources of process innovation among UK manufacturing firms," Industrial and Corporate Change, Oxford University Press, vol. 15(4), pages 653-682, August.
  41. Zheng, Jinghai & Liu, Xiaxuan & Bigsten, Arne, 2000. "Efficiency, Technical Progress, and Best Practice in Chinese State Enterprises (1980-1994)," Working Papers in Economics 30, University of Gothenburg, Department of Economics.
  42. Winter, Sidney G., 1984. "Schumpeterian competition in alternative technological regimes," Journal of Economic Behavior & Organization, Elsevier, vol. 5(3-4), pages 287-320.
  43. Malerba, Franco & Orsenigo, Luigi, 1996. "Schumpeterian patterns of innovation are technology-specific," Research Policy, Elsevier, vol. 25(3), pages 451-478, May.
  44. Castellacci, Fulvio, 2008. "Innovation and the competitiveness of industries: comparing the mainstream and the evolutionary approaches," MPRA Paper 27523, University Library of Munich, Germany.
  45. van Dijk, Machiel, 2000. "Technological Regimes and Industrial Dynamics: The Evidence from Dutch Manufacturing," Industrial and Corporate Change, Oxford University Press, vol. 9(2), pages 173-94, June.
  46. Robert Wieser, 2005. "Research And Development Productivity And Spillovers: Empirical Evidence At The Firm Level," Journal of Economic Surveys, Wiley Blackwell, vol. 19(4), pages 587-621, 09.
  47. Richard E. Caves, 1998. "Industrial Organization and New Findings on the Turnover and Mobility of Firms," Journal of Economic Literature, American Economic Association, vol. 36(4), pages 1947-1982, December.
  48. Malerba, Franco & Orsenigo, Luigi, 1995. "Schumpeterian Patterns of Innovation," Cambridge Journal of Economics, Oxford University Press, vol. 19(1), pages 47-65, February.
  49. Léopold Simar, 2003. "Detecting Outliers in Frontier Models: A Simple Approach," Journal of Productivity Analysis, Springer, vol. 20(3), pages 391-424, November.
Full references (including those not matched with items on IDEAS)

Citations

Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
as in new window

Cited by:
  1. Oh, Dong-Hyun & Lööf, Hans & Heshmati, Almas, 2009. "The Icelandic Economy: a victim of the financial crisis or simply inefficient?," Working Paper Series in Economics and Institutions of Innovation 199, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
  2. Herstad, Sverre J. & Aslesen, Heidi Wiig & Ebersberger, Bernd, 2014. "On industrial knowledge bases, commercial opportunities and global innovation network linkages," Research Policy, Elsevier, vol. 43(3), pages 495-504.
  3. Muscio, Alessandro & Nardone, Gianluca & Stasi, Antonio, 2012. "Perceived Technological Regimes: An Empirical Analysis of the Apulian Wine Industry," 2012 International European Forum, February 13-17, 2012, Innsbruck-Igls, Austria 144969, International European Forum on Innovation and System Dynamics in Food Networks.
  4. Michael Peneder & Martin Wörter, 2013. "Competition, R&D and Innovation: Testing the Inverted-U in a Simultaneous System," WIFO Working Papers 448, WIFO.
  5. Baraldi, Anna Laura & Cantabene, Claudia & Perani, Giulio, 2013. "Reverse causality in the R&D – patents relationship: an interpretation of the innovation persistence," MPRA Paper 47684, University Library of Munich, Germany.
  6. Fulvio Castellacci, 2011. "How does competition affect the relationship between innovation and productivity? Estimation of a CDM model for Norway," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 20(7), pages 637-658, August.
  7. Aiello, Francesco & Pupo, Valeria & Ricotta, Fernanda, 2013. "Firm heterogeneity in TFP, sectoral innovation and geography. Evidence from Italy," MPRA Paper 48573, University Library of Munich, Germany.
  8. Fassio Claudio, 2011. "Sectoral invariances or distance-from-the-frontier effect among European mid-low tech sectors," Department of Economics and Statistics Cognetti de Martiis LEI & BRICK - Laboratory of Economics of Innovation "Franco Momigliano", Bureau of Research in Innovation, Complexity and Knowledge, Collegio 201115, University of Turin.
  9. Castellacci, Fulvio & Lie, Christine, 2013. "Do the effects of R&D tax credits vary across industries? A meta-regression analysis," MPRA Paper 47937, University Library of Munich, Germany.
  10. Ho, Dong-huyn & Lööf, Hans, 2009. "Creating Innovations, Productivity and Growth - the efficiency of Icelandic firms," Working Paper Series in Economics and Institutions of Innovation 162, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
  11. J. Herstad , Sverre & Ebersberger , Bernd & Asheim, Bjørn, 2013. "MNC affiliation, knowledge bases and involvement in global innovation networks," CIRCLE Electronic Working Papers 2013/12, Lund University, CIRCLE - Center for Innovation, Research and Competences in the Learning Economy.

Lists

This item is not listed on Wikipedia, on a reading list or among the top items on IDEAS.

Statistics

Access and download statistics

Corrections

When requesting a correction, please mention this item's handle: RePEc:pra:mprapa:27588. See general information about how to correct material in RePEc.

For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Ekkehart Schlicht).

If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

If references are entirely missing, you can add them using this form.

If the full references list an item that is present in RePEc, but the system did not link to it, you can help with this form.

If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your profile, as there may be some citations waiting for confirmation.

Please note that corrections may take a couple of weeks to filter through the various RePEc services.