Determinants of Environmental Innovation – New Evidence from German Panel Data Sources
AbstractIn most cases, empirical analyses of environmental innovations based on firm-level data relied on survey data for one point in time. These surveys, especially designed for the analysis of environmental innovations, are useful because they allow for the inclusion of many explanatory variables such as different policy instruments or the influence of stake-holders and pressure groups. On the other hand, it is not possible to address the dynamic character of the environmental innovation process. This paper uses two German panel data bases, the establishment panel of the Institute for Employment Research (IAB) and the Mannheim Innovation Panel (MIP) of the Centre for European Economic Research (ZEW), to explore the determinants of environmental innovations. These data bases were not specifically collected to analyze environmental issues, but they contain questions that allow the identification of environmental innovations. We use discrete choice models for each of the data bases to analyze hypotheses derived from the theoretical (environmental) innovation literature. The econometric estimations show that the improvement of the technological capabilities (“knowledge capital”) by R&D or further education measures triggers environmental innovations – this result is confirmed by both data bases and both methods to measure environmental innovation. The hypothesis that “Innovation breeds innovation” is confirmed by the analysis of the MIP data. General and environmental innovative firms in the past are more likely to innovate in the present. Environmental regulation, environmental management tools and general organizational changes and improvements trigger environmental innovation, a result that has also been postulated by the famous Porter-hypothesis. Environmental management tools especially help to detect cost-savings (specifically material and energy savings). Following our econometric results, cost-savings are an important driving force of environmental innovation.
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Bibliographic InfoPaper provided by Fondazione Eni Enrico Mattei in its series Working Papers with number 2006.13.
Date of creation: Jan 2006
Date of revision:
Environmental innovation; Panel data analysis; Discrete choice models;
Find related papers by JEL classification:
- Q55 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environmental Economics: Technological Innovation
- O33 - Economic Development, Technological Change, and Growth - - Technological Change; Research and Development; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
- O38 - Economic Development, Technological Change, and Growth - - Technological Change; Research and Development; Intellectual Property Rights - - - Government Policy
- C25 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions
This paper has been announced in the following NEP Reports:
- NEP-AGR-2006-02-19 (Agricultural Economics)
- NEP-ALL-2006-02-19 (All new papers)
- NEP-DCM-2006-02-19 (Discrete Choice Models)
- NEP-ENV-2006-02-19 (Environmental Economics)
- NEP-INO-2006-02-19 (Innovation)
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.:
- Downing, Paul B. & White, Lawrence J., 1986. "Innovation in pollution control," Journal of Environmental Economics and Management, Elsevier, vol. 13(1), pages 18-29, March.
- Werner Smolny, 2003. "Determinants of innovation behaviour and investment estimates for west-german manufacturing firms," Economics of Innovation and New Technology, Taylor and Francis Journals, vol. 12(5), pages 449-463.
- Dario Bonato & Armin Schmutzler, 2000. "When do Finns Benefit from Environmental Regulations? A Simple Microeconomic Approach to the Porter Controversy," Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), vol. 136(IV), pages 513-530, December.
- Frondel, Manuel & Horbach, Jens & Rennings, Klaus, 2004. "End-of-Pipe or Cleaner Production? An Empirical Comparison of Environmental Innovation Decisions Across OECD Countries," ZEW Discussion Papers 04-82, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
- Montero, Juan-Pablo, 2002. "Permits, Standards, and Technology Innovation," Journal of Environmental Economics and Management, Elsevier, vol. 44(1), pages 23-44, July.
- Fischer, Carolyn & Parry, Ian W. H. & Pizer, William A., 2003.
"Instrument choice for environmental protection when technological innovation is endogenous,"
Journal of Environmental Economics and Management,
Elsevier, vol. 45(3), pages 523-545, May.
- Parry, Ian & Pizer, William & Fischer, Carolyn, 1998. "Instrument Choice for Environmental Protection When Technological Innovation is Endogenous," Discussion Papers dp-99-04, Resources For the Future.
- Rosenberg, Nathan, 1974. "Science, Invention and Economic Growth," Economic Journal, Royal Economic Society, vol. 84(333), pages 90-108, March.
- Rehfeld, Katharina-Maria & Rennings, Klaus & Ziegler, Andreas, 2007.
"Integrated product policy and environmental product innovations: An empirical analysis,"
Elsevier, vol. 61(1), pages 91-100, February.
- Rehfeld, Katharina-Maria & Rennings, Klaus & Ziegler, Andreas, 2004. "Integrated Product Policy and Environmental Product Innovations: An Empirical Analysis," ZEW Discussion Papers 04-71, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
- Hoffmann, Esther & Ankele, Kathrin & Ziegler, Andreas & Rennings, Klaus & Nill, Jan, 2003. "The Influence of the EU Environmental Management and Auditing Scheme on Environmental Innovations and Competitiveness in Germany: An Analysis on the Basis of Case Studies and a Large-Scale Survey," ZEW Discussion Papers 03-14, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
- Geroski, P A & Walters, C F, 1995. "Innovative Activity over the Business Cycle," Economic Journal, Royal Economic Society, vol. 105(431), pages 916-28, July.
- Adam Jaffe & Richard Newell & Robert Stavins, 2002. "Environmental Policy and Technological Change," Environmental & Resource Economics, European Association of Environmental and Resource Economists, vol. 22(1), pages 41-70, June.
- Pavitt, Keith, 1984. "Sectoral patterns of technical change: Towards a taxonomy and a theory," Research Policy, Elsevier, vol. 13(6), pages 343-373, December.
- Manuel Frondel & Jens Horbach & Klaus Rennings, 2004.
"What Triggers Environmental Management and Innovation? – Empirical Evidence for Germany,"
RWI Discussion Papers
0015, Rheinisch-Westfälisches Institut für Wirtschaftsforschung.
- 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.
- Flaig, Gebhard & Stadler, Manfred, 1994. "Success Breeds Success. The Dynamics of the Innovation Process," Empirical Economics, Springer, vol. 19(1), pages 55-68.
- 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.
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