IDEAS home Printed from https://ideas.repec.org/
MyIDEAS: Log in (now much improved!) to save this paper

Persistence of Innovation: Stylised Facts and Panel Data Evidence

  • Peters, Bettina

This paper investigates whether firms innovate persistently or discontinuously over time using an innovation panel data set on German manufacturing and service firms for the period 1994?2002. We find that innovation behaviour is permanent at the firm?level to a very large extent. Using a dynamic random effects discrete choice model and a new estimator recently proposed by Wooldrigde (2005), we further shed some light on the driving forces for this phenomenon. The econometric results confirm the hypothesis of true state dependence for manufacturing as well as for service sector firms. In addition to past innovation experience, the results further highlight the important role of knowledge provided by skilled employees and unobserved individual heterogeneity in explaining the persistence of innovation.

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: https://econstor.eu/bitstream/10419/24177/1/dp0581.pdf
Download Restriction: no

Paper provided by ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research in its series ZEW Discussion Papers with number 05-81.

as
in new window

Length:
Date of creation: 2005
Date of revision:
Handle: RePEc:zbw:zewdip:4564
Contact details of provider: Postal:
L 7,1; D - 68161 Mannheim

Phone: +49/621/1235-01
Fax: +49/621/1235-224
Web page: http://www.zew.de/
Email:


More information through EDIRC

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. Wladimir Raymond & Pierre Mohnen & Franz Palm & Sybrand Schim van der Loeff, 2006. "Persistence of Innovation in Dutch Manufacturing: Is it Spurious?," CESifo Working Paper Series 1681, CESifo Group Munich.
  2. Loof, Hans & Heshmati, Almas, 2002. "Knowledge capital and performance heterogeneity: : A firm-level innovation study," International Journal of Production Economics, Elsevier, vol. 76(1), pages 61-85, March.
  3. 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.
  4. König, Heinz & Laisney, François & Lechner, Michael & Pohlmeier, Winfried, 1993. "On the dynamics of process innovative activity: an empirical investigation using panel data," ZEW Discussion Papers 93-08, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
  5. Geroski, Paul A & Samiei, Hossein & Van Reenen, John, 1996. "How Persistently do Firms Innovate?," CEPR Discussion Papers 1433, C.E.P.R. Discussion Papers.
  6. Hall, Bronwyn H. & Mairesse, Jacques & Mulkay, Benoit, 1998. "Firm Level Investment in France and the United States: An Exploration of What We Have Learned in Twenty Years," Department of Economics, Working Paper Series qt5tp4r5nm, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
  7. Kamien,Morton I. & Schwartz,Nancy L., 1982. "Market Structure and Innovation," Cambridge Books, Cambridge University Press, number 9780521293853, November.
  8. Paul M Romer, 1999. "Endogenous Technological Change," Levine's Working Paper Archive 2135, David K. Levine.
  9. Arthur Lewbel, 2005. "Simple Endogenous Binary Choice and Selection Panel Model Estimators," Boston College Working Papers in Economics 613, Boston College Department of Economics, revised 04 Sep 2006.
  10. Mark Rogers, 2004. "Networks, Firm Size and Innovation," Small Business Economics, Springer, vol. 22(2), pages 141-153, 03.
  11. Blundell, Richard & Griffith, Rachel & Van Reenen, John, 1995. "Dynamic Count Data Models of Technological Innovation," Economic Journal, Royal Economic Society, vol. 105(429), pages 333-44, March.
  12. Cefis, Elena & Orsenigo, Luigi, 2001. "The persistence of innovative activities: A cross-countries and cross-sectors comparative analysis," Research Policy, Elsevier, vol. 30(7), pages 1139-1158, August.
  13. Cefis, Elena, 2003. "Is there persistence in innovative activities?," International Journal of Industrial Organization, Elsevier, vol. 21(4), pages 489-515, April.
  14. Kaiser, Ulrich & Kongsted, Hans Christian, 2004. "True Versus Spurious State Dependence in Firm Performance: The Case of West German Exports," ZEW Discussion Papers 04-81, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
  15. Biewen, Martin, 2004. "Measuring State Dependence in Individual Poverty Status: Are There Feedback Effects to Employment Decisions and Household Composition?," IZA Discussion Papers 1138, Institute for the Study of Labor (IZA).
  16. Geroski, P. A., 1995. "What do we know about entry?," International Journal of Industrial Organization, Elsevier, vol. 13(4), pages 421-440, December.
  17. Bruno Crepon & Emmanuel Duguet & Jacques Mairesse, 1998. "Research, Innovation, and Productivity: An Econometric Analysis at the Firm Level," NBER Working Papers 6696, National Bureau of Economic Research, Inc.
  18. Bo E. Honoré & Ekaterini Kyriazidou, 2000. "Panel Data Discrete Choice Models with Lagged Dependent Variables," Econometrica, Econometric Society, vol. 68(4), pages 839-874, July.
  19. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-51, March.
  20. Kukuk, Martin & Stadler, Manfred, 1999. "Financing constraints and the timing of innovations in the German services sector," Tübinger Diskussionsbeiträge 159, University of Tübingen, School of Business and Economics.
  21. repec:cup:macdyn:v:2:y:1998:i:3:p:322-44 is not listed on IDEAS
  22. Love, James H. & Roper, Stephen, 2001. "Location and network effects on innovation success: evidence for UK, German and Irish manufacturing plants," Research Policy, Elsevier, vol. 30(4), pages 643-661, April.
  23. Kleinknecht, Alfred, 1990. "Are There Schumpeterian Waves of Innovations?," Cambridge Journal of Economics, Oxford University Press, vol. 14(1), pages 81-92, March.
  24. Reinganum, Jennifer F, 1983. "Uncertain Innovation and the Persistence of Monopoly," American Economic Review, American Economic Association, vol. 73(4), pages 741-48, September.
  25. Flaig, Gebhard & Stadler, Manfred, 1994. "Success breeds success. The dynamics of the innovation process," Munich Reprints in Economics 20366, University of Munich, Department of Economics.
  26. Janz, Norbert & Ebling, Günther & Gottschalk, Sandra & Peters, Bettina & Schmidt, Tobias, 2002. "Innovation Activities in the German Economy: Report on Indicators from the Innovation Survey 2001," The Annual German Innovation Survey, Key Figures Reports 113888, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
  27. Peters, Bettina & Lööf, Hans & Janz, Norbert, 2003. "Firm Level Innovation and Productivity: Is there a Common Story Across Countries?," ZEW Discussion Papers 03-26, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
  28. Judd, Kenneth L, 1985. "On the Performance of Patents," Econometrica, Econometric Society, vol. 53(3), pages 567-85, May.
  29. Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
  30. Jeffrey M Wooldridge, 2002. "Simple solutions to the initial conditions problem in dynamic, nonlinear panel data models with unobserved heterogeneity," CeMMAP working papers CWP18/02, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  31. Steen Winther Blindum, 2003. "Relaxing the Strict Exogeneity Assumption in a Dynamic Random Probit Model," CAM Working Papers 2003-04, University of Copenhagen. Department of Economics. Centre for Applied Microeconometrics.
  32. Stiglitz, Joseph E & Weiss, Andrew, 1981. "Credit Rationing in Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 71(3), pages 393-410, June.
  33. Griliches, Zvi, 1990. "Patent Statistics as Economic Indicators: A Survey," Journal of Economic Literature, American Economic Association, vol. 28(4), pages 1661-1707, December.
  34. Emmanuel Duguet & Stéphanie Monjon, 2004. "Is innovation persistent at the firm Level . An econometric examination comparing the propensity score and regression methods," Cahiers de la Maison des Sciences Economiques v04075, Université Panthéon-Sorbonne (Paris 1).
  35. repec:crs:wpaper:9833 is not listed on IDEAS
  36. Paul Bishop & Nick Wiseman, 1999. "External ownership and innovation in the United Kingdom," Applied Economics, Taylor & Francis Journals, vol. 31(4), pages 443-450.
  37. Richard Blundell & Rachel Griffith & John Van Reenen, 1993. "Knowledge stocks, persistent innovation and market dominance: evidence from a panel of British manufacturing firms," IFS Working Papers W93/19, Institute for Fiscal Studies.
  38. Aghion, Philippe & Saint-Paul, Gilles, 1998. "VIRTUES OF BAD TIMES Interaction Between Productivity Growth and Economic Fluctuations," Macroeconomic Dynamics, Cambridge University Press, vol. 2(03), pages 322-344, September.
  39. Malerba, Franco & Orsenigo, Luigi, 1999. "Technological entry, exit and survival: an empirical analysis of patent data," Research Policy, Elsevier, vol. 28(6), pages 643-660, August.
  40. repec:fth:harver:1473 is not listed on IDEAS
  41. Gary Chamberlain, 1980. "Analysis of Covariance with Qualitative Data," Review of Economic Studies, Oxford University Press, vol. 47(1), pages 225-238.
  42. Carro, Jesus M., 2007. "Estimating dynamic panel data discrete choice models with fixed effects," Journal of Econometrics, Elsevier, vol. 140(2), pages 503-528, October.
  43. Kamien, Morton I & Schwartz, Nancy L, 1975. "Market Structure and Innovation: A Survey," Journal of Economic Literature, American Economic Association, vol. 13(1), pages 1-37, March.
Full references (including those not matched with items on IDEAS)

This item is featured on the following reading lists or Wikipedia pages:

  1. Socio-Economics of Innovation

When requesting a correction, please mention this item's handle: RePEc:zbw:zewdip:4564. 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: (ZBW - German National Library of Economics)

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.

This information is provided to you by IDEAS at the Research Division of the Federal Reserve Bank of St. Louis using RePEc data.