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Disentangling Specific Subsets of Innovations : A Micro-Econometric Analysis of their Determinants

Based on a unique firm-level data set from the German manufacturing sector, this paper disentangles environmental and non-environmental product and process innovations. The multivariate probit analysis shows that the various innovation types are determined by different factors. The estimation results suggest a policy mix which comprises the encouragement of R&D activities, certified management systems, and specific management activities referring to environmentally friendly products when the implementation of all innovation types is to be supported.

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Paper provided by CER-ETH - Center of Economic Research (CER-ETH) at ETH Zurich in its series CER-ETH Economics working paper series with number 08/100.

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Length: 24 pages
Date of creation: Oct 2008
Date of revision:
Handle: RePEc:eth:wpswif:08-100
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  1. Borsch-Supan, Axel & Hajivassiliou, Vassilis A., 1993. "Smooth unbiased multivariate probability simulators for maximum likelihood estimation of limited dependent variable models," Journal of Econometrics, Elsevier, vol. 58(3), pages 347-368, August.
  2. Czarnitzki, Dirk & Kraft, Kornelius, 2004. "An empirical test of the asymmetric models on innovative activity: who invests more into R&D, the incumbent or the challenger?," Journal of Economic Behavior & Organization, Elsevier, vol. 54(2), pages 153-173, June.
  3. Czarnitzki, Dirk & Kraft, Kornelius, 2004. "Innovation indicators and corporate credit ratings: evidence from German firms," Economics Letters, Elsevier, vol. 82(3), pages 377-384, March.
  4. Czarnitzki, Dirk & Kraft, Kornelius, 2006. "R&D and Firm Performance in a Transition Economy," ZEW Discussion Papers 06-33, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
  5. Dirk Czarnitzki & Kornelius Kraft, 2010. "On the profitability of innovative assets," Applied Economics, Taylor & Francis Journals, vol. 42(15), pages 1941-1953.
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  7. Rehfeld, Katharina-Maria & Rennings, Klaus & Ziegler, Andreas, 2007. "Integrated product policy and environmental product innovations: An empirical analysis," Ecological Economics, Elsevier, vol. 61(1), pages 91-100, February.
  8. Sabourin, David & Baldwin, John R. & Hanel, Peter, 2000. "Determinants of Innovative Activity in Canadian Manufacturing Firms: The Role of Intellectual Property Rights," Analytical Studies Branch Research Paper Series 2000122e, Statistics Canada, Analytical Studies Branch.
  9. Wagner, Marcus, 2007. "On the relationship between environmental management, environmental innovation and patenting: Evidence from German manufacturing firms," Research Policy, Elsevier, vol. 36(10), pages 1587-1602, December.
  10. Horbach, Jens, 2008. "Determinants of environmental innovation--New evidence from German panel data sources," Research Policy, Elsevier, vol. 37(1), pages 163-173, February.
  11. Erik Brouwer & Hana Budil-Nadvornikova & Alfred Kleinknecht, 1999. "Are Urban Agglomerations a Better Breeding Place for Product Innovation? An Analysis of New Product Announcements," Regional Studies, Taylor & Francis Journals, vol. 33(6), pages 541-549.
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  14. Rennings, Klaus & Ziegler, Andreas, 2004. "Determinants of Environmental Innovations in Germany: Do Organizational Measures Matter? A Discrete Choice Analysis at the Firm Level," ZEW Discussion Papers 04-30, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
  15. Lunn, John E, 1986. "An Empirical Analysis of Process and Product Patenting: A Simultaneous Equation Framework," Journal of Industrial Economics, Wiley Blackwell, vol. 34(3), pages 319-30, March.
  16. Jan Erik Askildsen & Uwe Jirjahn & Stephan C. Smith, 2002. "Works Councils and Environmental Investment: Theory and Evidence from German Panel Data," CESifo Working Paper Series 785, CESifo Group Munich.
  17. Flaig, Gebhard & Stadler, Manfred, 1994. "Success Breeds Success. The Dynamics of the Innovation Process," Empirical Economics, Springer, vol. 19(1), pages 55-68.
  18. Brouwer, Erik & Kleinknecht, Alfred, 1996. " Firm Size, Small Business Presence and Sales of Innovative Products: A Micro-econometric Analysis," Small Business Economics, Springer, vol. 8(3), pages 189-201, June.
  19. Frondel, Manuel & Horbach, Jens & Rennings, Klaus, 2008. "What triggers environmental management and innovation? Empirical evidence for Germany," Ecological Economics, Elsevier, vol. 66(1), pages 153-160, May.
  20. Brunnermeier, Smita B. & Cohen, Mark A., 2003. "Determinants of environmental innovation in US manufacturing industries," Journal of Environmental Economics and Management, Elsevier, vol. 45(2), pages 278-293, March.
  21. Wagner, Marcus, 2008. "Empirical influence of environmental management on innovation: Evidence from Europe," Ecological Economics, Elsevier, vol. 66(2-3), pages 392-402, June.
  22. White, Halbert, 1982. "Maximum Likelihood Estimation of Misspecified Models," Econometrica, Econometric Society, vol. 50(1), pages 1-25, January.
  23. Andreas Ziegler, 2007. "Simulated classical tests in multinomial probit models," Statistical Papers, Springer, vol. 48(4), pages 655-681, October.
  24. Dirk Czarnitzki, 2006. "Research And Development In Small And Medium-Sized Enterprises: The Role Of Financial Constraints And Public Funding," Scottish Journal of Political Economy, Scottish Economic Society, vol. 53(3), pages 335-357, 07.
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  26. repec:fda:fdaddt:2005-16 is not listed on IDEAS
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