IDEAS home Printed from https://ideas.repec.org/p/fem/femwpa/2013.88.html
   My bibliography  Save this paper

Innovation Complementarity and Environmental Productivity Effects: Reality or Delusion? Evidence from the EU

Author

Listed:
  • Marianna Gilli

    (University of Ferrara, Italy)

  • Susanna Mancinelli

    (University of Ferrara, Italy)

  • Massimiliano Mazzanti

    (University of Ferrara & Ceris Cnr Milan, Italy)

Abstract

Innovation is a key element behind the achievement of desired environmental and economic performances. Regarding CO2, mitigation strategies would require cuts in emissions of around 80-90% with respect to 1990. We investigate whether complementarity, namely integration, between the adoption of environmental innovation measures and other technological and organizational innovations is a factor that has supported reduction in CO2 emissions per value added, that is environmental productivity. We merge new EU CIS and WIOD meso level data to assess the innovation effects on sector CO2 performances at a wide EU level. We find that jointly adopting different innovations is not a significant factor to increase environmental productivity, neither for the entire economy nor for manufacturing or narrower ETS sectors. The only case where a complementarity arises is for Northern EU manufacturing sectors that integrate eco innovations with product and process innovations to support environmental productivity. We believe that the lack of integrated innovation adoption behind environmental productivity performance is a signal of the current weaknesses economies face in tackling climate change and green economy challenges. Incremental rather than more radical strategies have predominated so far; this is probably insufficient when we look at long-term economic and environmental goals.

Suggested Citation

  • Marianna Gilli & Susanna Mancinelli & Massimiliano Mazzanti, 2013. "Innovation Complementarity and Environmental Productivity Effects: Reality or Delusion? Evidence from the EU," Working Papers 2013.88, Fondazione Eni Enrico Mattei.
  • Handle: RePEc:fem:femwpa:2013.88
    as

    Download full text from publisher

    File URL: https://feem-media.s3.eu-central-1.amazonaws.com/wp-content/uploads/NDL2013-088.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Valeria Costantini & Francesco Crespi, 2013. "Public policies for a sustainable energy sector: regulation, diversity and fostering of innovation," Journal of Evolutionary Economics, Springer, vol. 23(2), pages 401-429, April.
    2. Francesco Quatraro, 2011. "ICT capital and services complementarities: the Italian evidence," Applied Economics, Taylor & Francis Journals, vol. 43(20), pages 2603-2613.
    3. Dechezlepretre, Antoine & Glachant, Matthieu & Hascic, Ivan & Johnstone, Nick & Meniere, Yann, 2009. "Invention and Transfer of Climate Change Mitigation Technologies on a Global Scale: A Study Drawing on Patent Data," Sustainable Development Papers 54361, Fondazione Eni Enrico Mattei (FEEM).
    4. Horbach, Jens & Rammer, Christian & Rennings, Klaus, 2012. "Determinants of eco-innovations by type of environmental impact — The role of regulatory push/pull, technology push and market pull," Ecological Economics, Elsevier, vol. 78(C), pages 112-122.
    5. Peneder, Michael, 2010. "Technological regimes and the variety of innovation behaviour: Creating integrated taxonomies of firms and sectors," Research Policy, Elsevier, vol. 39(3), pages 323-334, April.
    6. Susanna Mancinelli & Massimiliano Mazzanti, 2009. "Innovation, networking and complementarity: evidence on SME performances for a local economic system in North-Eastern Italy," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 43(3), pages 567-597, September.
    7. G. M.P. Swann, 2009. "The Economics of Innovation," Books, Edward Elgar Publishing, number 13211.
    8. Costantini, Valeria & Crespi, Francesco, 2008. "Environmental regulation and the export dynamics of energy technologies," Ecological Economics, Elsevier, vol. 66(2-3), pages 447-460, June.
    9. Nick Johnstone & Ivan Haščič & David Popp, 2010. "Renewable Energy Policies and Technological Innovation: Evidence Based on Patent Counts," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 45(1), pages 133-155, January.
    10. George van Leeuwen & Pierre Mohnen, 2017. "Revisiting the Porter hypothesis: an empirical analysis of Green innovation for the Netherlands," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 26(1-2), pages 63-77, February.
    11. Schmiedeberg, Claudia, 2008. "Complementarities of innovation activities: An empirical analysis of the German manufacturing sector," Research Policy, Elsevier, vol. 37(9), pages 1492-1503, October.
    12. Franco Malerba, 2006. "Innovation and the evolution of industries," Journal of Evolutionary Economics, Springer, vol. 16(1), pages 3-23, April.
    13. Simone Borghesi & Giulio Cainelli & Massimiliano Mazzanti, 2012. "European Emission Trading Scheme and environmental innovation: an empirical analysis using CIS data for Italy," Giornale degli Economisti, GDE (Giornale degli Economisti e Annali di Economia), Bocconi University, vol. 71(1), pages 71-97, October.
    14. Arora, Ashish, 1996. "Testing for complementarities in reduced-form regressions: A note," Economics Letters, Elsevier, vol. 50(1), pages 51-55, January.
    15. Popp, David, 2006. "International innovation and diffusion of air pollution control technologies: the effects of NOX and SO2 regulation in the US, Japan, and Germany," Journal of Environmental Economics and Management, Elsevier, vol. 51(1), pages 46-71, January.
    16. Costantini, Valeria & Mazzanti, Massimiliano, 2012. "On the green and innovative side of trade competitiveness? The impact of environmental policies and innovation on EU exports," Research Policy, Elsevier, vol. 41(1), pages 132-153.
    17. Martin Carree & Boris Lokshin & René Belderbos, 2011. "A note on testing for complementarity and substitutability in the case of multiple practices," Journal of Productivity Analysis, Springer, vol. 35(3), pages 263-269, June.
    18. Jennifer Percival & Brian Cozzarin, 2008. "Complementarities Affecting the Returns to Innovation," Industry and Innovation, Taylor & Francis Journals, vol. 15(4), pages 371-392.
    19. Milgrom, Paul & Shannon, Chris, 1994. "Monotone Comparative Statics," Econometrica, Econometric Society, vol. 62(1), pages 157-180, January.
    20. Paul Ekins, 2010. "Eco-innovation for environmental sustainability: concepts, progress and policies," International Economics and Economic Policy, Springer, vol. 7(2), pages 267-290, August.
    21. Giulio Cainelli & Massimiliano Mazzanti & Roberto Zoboli, 2013. "Environmental performance, manufacturing sectors and firm growth: structural factors and dynamic relationships," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 15(4), pages 367-387, October.
    22. 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.
    23. Kemp, René & Pontoglio, Serena, 2011. "The innovation effects of environmental policy instruments — A typical case of the blind men and the elephant?," Ecological Economics, Elsevier, vol. 72(C), pages 28-36.
    24. Mohnen, Pierre & Roller, Lars-Hendrik, 2005. "Complementarities in innovation policy," European Economic Review, Elsevier, vol. 49(6), pages 1431-1450, August.
    25. Robert Repetto, 1990. "Environmental Productivity and Why It Is so Important," Challenge, Taylor & Francis Journals, vol. 33(5), pages 33-38, September.
    26. Antoine Dechezleprêtre & Matthieu Glachant & Ivan Haščič & Nick Johnstone & Yann Ménière, 2011. "Invention and Transfer of Climate Change--Mitigation Technologies: A Global Analysis," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 5(1), pages 109-130, Winter.
    27. De Marchi, Valentina, 2012. "Environmental innovation and R&D cooperation: Empirical evidence from Spanish manufacturing firms," Research Policy, Elsevier, vol. 41(3), pages 614-623.
    28. Bronwyn H. Hall & Francesca Lotti & Jacques Mairesse, 2013. "Evidence on the impact of R&D and ICT investments on innovation and productivity in Italian firms," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 22(3), pages 300-328, April.
    29. Filippetti, Andrea & Archibugi, Daniele, 2011. "Innovation in times of crisis: National Systems of Innovation, structure, and demand," Research Policy, Elsevier, vol. 40(2), pages 179-192, March.
    30. Raphael Calel & Antoine Dechezleprêtre, 2016. "Environmental Policy and Directed Technological Change: Evidence from the European Carbon Market," The Review of Economics and Statistics, MIT Press, vol. 98(1), pages 173-191, March.
    31. Giovanni Marin & Massimiliano Mazzanti, 2013. "The evolution of environmental and labor productivity dynamics," Journal of Evolutionary Economics, Springer, vol. 23(2), pages 357-399, April.
    32. Arundel, Anthony & Kemp, Rene, 2009. "Measuring Eco-Innovation," MERIT Working Papers 2009-017, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    33. Bronwyn H. Hall, 2011. "Innovation and Productivity," NBER Working Papers 17178, National Bureau of Economic Research, Inc.
    34. repec:dau:papers:123456789/10174 is not listed on IDEAS
    35. Giulio Cainelli & Massimiliano Mazzanti & Simone Borghesi, 2012. "The European Emission Trading Scheme and environmental innovation diffusion: Empirical analyses using Italian CIS data," Working Papers 201201, University of Ferrara, Department of Economics.
    36. Eugenio J. Miravete & José C. Pernías, 2006. "Innovation Complementarity And Scale Of Production," Journal of Industrial Economics, Wiley Blackwell, vol. 54(1), pages 1-29, March.
    37. York, Richard & Rosa, Eugene A. & Dietz, Thomas, 2003. "STIRPAT, IPAT and ImPACT: analytic tools for unpacking the driving forces of environmental impacts," Ecological Economics, Elsevier, vol. 46(3), pages 351-365, October.
    38. Ellerman,A. Denny & Convery,Frank J. & de Perthuis,Christian With contributions by-Name:Alberola,Emilie With contributions by-Name:Buchner,Barbara K. With contributions by-Name:Delbosc,Anaïs, 2010. "Pricing Carbon," Cambridge Books, Cambridge University Press, number 9780521196475.
    39. Galia, Fabrice & Legros, Diego, 2004. "Complementarities between obstacles to innovation: evidence from France," Research Policy, Elsevier, vol. 33(8), pages 1185-1199, October.
    40. Antonioli, Davide & Mancinelli, Susanna & Mazzanti, Massimiliano, 2013. "Is environmental innovation embedded within high-performance organisational changes? The role of human resource management and complementarity in green business strategies," Research Policy, Elsevier, vol. 42(4), pages 975-988.
    41. Rogge, Karoline S. & Hoffmann, Volker H., 2010. "The impact of the EU ETS on the sectoral innovation system for power generation technologies - Findings for Germany," Energy Policy, Elsevier, vol. 38(12), pages 7639-7652, December.
    42. Giovanni Dosi & Franco Malerba & Giovanni B. Ramello & Francesco Silva, 2006. "Information, appropriability, and the generation of innovative knowledge four decades after Arrow and Nelson: an introduction," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 15(6), pages 891-901, December.
    43. Gomez, Jaime & Vargas, Pilar, 2009. "The effect of financial constraints, absorptive capacity and complementarities on the adoption of multiple process technologies," Research Policy, Elsevier, vol. 38(1), pages 106-119, February.
    44. Massimiliano Mazzanti & Roberto Zoboli, 2009. "Embedding environmental innovation in local production systems: SME strategies, networking and industrial relations: evidence on innovation drivers in industrial districts," International Review of Applied Economics, Taylor & Francis Journals, vol. 23(2), pages 169-195.
    45. Athey, Susan. & Stern, Scott, 1969-, 1998. "An empirical framework for testing theories about complementarity in orgaziational design," Working papers WP 4022-98., Massachusetts Institute of Technology (MIT), Sloan School of Management.
    46. Marin, Giovanni & Mazzanti, Massimiliano & Montini, Anna, 2012. "Linking NAMEA and Input output for ‘consumption vs. production perspective’ analyses," Ecological Economics, Elsevier, vol. 74(C), pages 71-84.
    47. Valeria Costantini & Massimiliano Mazzanti (ed.), 2013. "The Dynamics of Environmental and Economic Systems," Springer Books, Springer, edition 127, number 978-94-007-5089-0, September.
    48. Yann Ménière & Antoine Dechezleprêtre & Matthieu Glachant & Ivan Hascic & N. Johnstone, 2011. "Invention and transfer of climate change mitigation technologies: a study drawing on patent data," Post-Print hal-00869795, HAL.
    49. Milgrom, Paul & Roberts, John, 1995. "Complementarities and fit strategy, structure, and organizational change in manufacturing," Journal of Accounting and Economics, Elsevier, vol. 19(2-3), pages 179-208, April.
    50. Ichniowski, Casey & Shaw, Kathryn & Prennushi, Giovanna, 1997. "The Effects of Human Resource Management Practices on Productivity: A Study of Steel Finishing Lines," American Economic Review, American Economic Association, vol. 87(3), pages 291-313, June.
    51. Veugelers, Reinhilde, 2012. "Which policy instruments to induce clean innovating?," Research Policy, Elsevier, vol. 41(10), pages 1770-1778.
    52. Bocquet, Rachel & Brossard, Olivier & Sabatier, Mareva, 2007. "Complementarities in organizational design and the diffusion of information technologies: An empirical analysis," Research Policy, Elsevier, vol. 36(3), pages 367-386, April.
    53. Bruno Cassiman & Reinhilde Veugelers, 2006. "In Search of Complementarity in Innovation Strategy: Internal R& D and External Knowledge Acquisition," Management Science, INFORMS, vol. 52(1), pages 68-82, January.
    54. Milgrom, Paul & Roberts, John, 1990. "The Economics of Modern Manufacturing: Technology, Strategy, and Organization," American Economic Review, American Economic Association, vol. 80(3), pages 511-528, June.
    55. Michael E. Porter & Claas van der Linde, 1995. "Toward a New Conception of the Environment-Competitiveness Relationship," Journal of Economic Perspectives, American Economic Association, vol. 9(4), pages 97-118, Fall.
    56. Arora, Ashish & Gambardella, Alfonso, 1990. "Complementarity and External Linkages: The Strategies of the Large Firms in Biotechnology," Journal of Industrial Economics, Wiley Blackwell, vol. 38(4), pages 361-379, June.
    57. René Kemp, 2010. "Eco-innovation: Definition, Measurement and Open Research Issues," Economia politica, Società editrice il Mulino, issue 3, pages 397-420.
    58. Rogge, Karoline S. & Schneider, Malte & Hoffmann, Volker H., 2011. "The innovation impact of the EU Emission Trading System -- Findings of company case studies in the German power sector," Ecological Economics, Elsevier, vol. 70(3), pages 513-523, January.
    59. Brian Cozzarin & Jennifer Percival, 2006. "Complementarities between organisational strategies and innovation," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 15(3), pages 195-217.
    60. Horbach, Jens, 2008. "Determinants of environmental innovation--New evidence from German panel data sources," Research Policy, Elsevier, vol. 37(1), pages 163-173, February.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Antonioli, Davide & Mancinelli, Susanna & Mazzanti, Massimiliano, 2013. "Is environmental innovation embedded within high-performance organisational changes? The role of human resource management and complementarity in green business strategies," Research Policy, Elsevier, vol. 42(4), pages 975-988.
    2. Massimiliano Mazzanti & Giovanni Marin & Susanna Mancinelli & Francesco Nicolli, 2015. "Carbon dioxide reducing environmental innovations, sector upstream/downstream integration and policy: evidence from the EU," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 42(4), pages 709-735, November.
    3. Davide Antonioli & Grazia Cecere & Massimiliano Mazzanti, 2018. "Information communication technologies and environmental innovations in firms: joint adoptions and productivity effects," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 61(11), pages 1905-1933, September.
    4. Borghesi, Simone & Cainelli, Giulio & Mazzanti, Massimiliano, 2015. "Linking emission trading to environmental innovation: Evidence from the Italian manufacturing industry," Research Policy, Elsevier, vol. 44(3), pages 669-683.
    5. Giulio Cainelli & Massimiliano Mazzanti & Roberto Zoboli, 2011. "Enviromental Innovations, Complementarity and Local/Global Cooperation," Working Papers 201104, University of Ferrara, Department of Economics.
    6. Cainelli, Giulio & Mazzanti, Massimiliano, 2013. "Environmental innovations in services: Manufacturing–services integration and policy transmissions," Research Policy, Elsevier, vol. 42(9), pages 1595-1604.
    7. repec:ipg:wpaper:2014-488 is not listed on IDEAS
    8. Davide Antonioli & Simone Borghesi & Massimiliano Mazzanti, 2014. "Are Regional Systems Greening the Economy? the Role of Environmental Innovations and Agglomeration Forces," Working Papers 2014.42, Fondazione Eni Enrico Mattei.
    9. Aldieri, Luigi & Kotsemir, Maxim & Vinci, Concetto Paolo, 2017. "Jacobian spillovers in environmental technological proximity: the role of Mahalanobis index on European patents within the Triad," MPRA Paper 77274, University Library of Munich, Germany.
    10. Ghisetti, Claudia & Marzucchi, Alberto & Montresor, Sandro, 2015. "The open eco-innovation mode. An empirical investigation of eleven European countries," Research Policy, Elsevier, vol. 44(5), pages 1080-1093.
    11. Giulio Cainelli & Massimiliano Mazzanti & Simone Borghesi, 2012. "The European Emission Trading Scheme and environmental innovation diffusion: Empirical analyses using Italian CIS data," Working Papers 201201, University of Ferrara, Department of Economics.
    12. Caroline Mothe & Uyen T. Nguyen-Thi & Phu Nguyen-Van, 2015. "Assessing complementarity in organizational innovations for technological innovation: the role of knowledge management practices," Applied Economics, Taylor & Francis Journals, vol. 47(29), pages 3040-3058, June.
    13. Pinget, Amandine, 2016. "Spécificités des déterminants des innovations environnementales : une approche appliquée aux PME [Specificities of determinants for environmental innovation : an approach applied to SMEs]," MPRA Paper 80108, University Library of Munich, Germany.
    14. Caroline Mothe & Uyen T. Nguyen-Thi & Phu Nguyen-Van, 2014. "Are organizational innovation practices complements or substitutes for technological innovation performance?," Working Papers of BETA 2014-12, Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg.
    15. Claudia Ghisetti & Francesco Quatraro, 2013. "Beyond inducement in climate change: Does environmental performance spur environmental technologies?," Post-Print hal-00860045, HAL.
    16. Claudia Ghisetti & Francesco Quatraro, 2013. "Beyond the Inducement in Climate Change: Do Environmental Performances Spur Enrivornmental Technologies? A Regional Analysis of Cross-Sectoral Differences," Working Papers 2013112, University of Ferrara, Department of Economics.
    17. Costantini, Valeria & Mazzanti, Massimiliano, 2012. "On the green and innovative side of trade competitiveness? The impact of environmental policies and innovation on EU exports," Research Policy, Elsevier, vol. 41(1), pages 132-153.
    18. Hottenrott, Hanna & Rexhäuser, Sascha & Veugelers, Reinhilde, 2016. "Organisational change and the productivity effects of green technology adoption," Resource and Energy Economics, Elsevier, vol. 43(C), pages 172-194.
    19. Resende, Marcelo & Strube, Eduardo & Zeidan, Rodrigo, 2014. "Complementarity of innovation policies in Brazilian industry: An econometric study," International Journal of Production Economics, Elsevier, vol. 158(C), pages 9-17.
    20. Nicolò Barbieri & Claudia Ghisetti & Marianna Gilli & Giovanni Marin & Francesco Nicolli, 2016. "A Survey Of The Literature On Environmental Innovation Based On Main Path Analysis," Journal of Economic Surveys, Wiley Blackwell, vol. 30(3), pages 596-623, July.
    21. repec:hal:wpaper:hal-00860045 is not listed on IDEAS
    22. Ghisetti,Claudia & Marzucchi,Alberto & Montresor,Sandro, 2013. "Does external knowledge affect environmental innovations? An empirical investigation of eleven European countries," INGENIO (CSIC-UPV) Working Paper Series 201301, INGENIO (CSIC-UPV), revised 23 May 2013.

    More about this item

    Keywords

    Complementarity; Innovation; Climate Change; Sector Performance;
    All these keywords.

    JEL classification:

    • L6 - Industrial Organization - - Industry Studies: Manufacturing
    • O3 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights
    • Q55 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environmental Economics: Technological Innovation

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:fem:femwpa:2013.88. See general information about how to correct material in RePEc.

    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 CitEc recognized a bibliographic reference but did not link an item in RePEc 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 RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Alberto Prina Cerai (email available below). General contact details of provider: https://edirc.repec.org/data/feemmit.html .

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

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.