IDEAS home Printed from https://ideas.repec.org/p/uto/dipeco/201808.html
   My bibliography  Save this paper

Green Technologies and Smart Specialisation Strategies: A European Patent-Based Analysis of the Intertwining of Technological Relatedness and Key-Enabling-Technologies

Author

Listed:

Abstract

This paper investigates the move of regions towards sustainable growth through their specialisation in new green technologies. In particular, we analyse the role that smart specialisation strategies (S3) can have in this respect by addressing two research questions. First of all, we investigate whether the environmental diversification of regional technologies is, according to the S3 logic, driven by their “relatedness” to existing knowledge of green and non-green nature. Second, we analyse the role of the Key Enabling Technologies (KETs) that S3 policies recommend regions to prioritise, not only in fostering the adoption of environmental technologies, but also in affecting its dependence on the pre-existing knowledge-base. Combining regional patent and economic data for a 34-year panel (1980-2013) of 180 European regions, we find that the relatedness to the existing technological-base of the region actually makes the acquisition of a new green-tech specialisation more probable. This holds true with respect to both the green and non-green extant knowledge, pointing to a regional diversification that also benefits from the “hybridisation” of non-environmental technologies. The latter however requires a higher degree of relatedness than a “pure” green branching process. Regional KETs also help the transition towards sustainable technologies. What is more, they negatively moderate the green impact of the relatedness to pre-existing technologies, of both green and non-green nature, and thus attenuate the boundaries the latter could pose to regions in their environmental specialisation. These results confirm that S3 policies can actually boost the intertwining of a smart and sustainable kind of growth, and that the KETs inclusion within S3 can amplify the virtuous interaction between these two objectives.

Suggested Citation

  • Sandro Montresor & Francesco Quatraro,, 2018. "Green Technologies and Smart Specialisation Strategies: A European Patent-Based Analysis of the Intertwining of Technological Relatedness and Key-Enabling-Technologies," Department of Economics and Statistics Cognetti de Martiis. Working Papers 201808, University of Turin.
  • Handle: RePEc:uto:dipeco:201808
    as

    Download full text from publisher

    File URL: http://www.est.unito.it/do/home.pl/Download?doc=/allegati/wp2018dip/wp_8_2018.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Consoli, Davide & Marin, Giovanni & Marzucchi, Alberto & Vona, Francesco, 2016. "Do green jobs differ from non-green jobs in terms of skills and human capital?," Research Policy, Elsevier, vol. 45(5), pages 1046-1060.
    2. Kevin Morgan, 2008. "Greening the Realm: Sustainable Food Chains and the Public Plate," Regional Studies, Taylor & Francis Journals, vol. 42(9), pages 1237-1250.
    3. Boschma, Ron & Heimeriks, Gaston & Balland, Pierre-Alexandre, 2014. "Scientific knowledge dynamics and relatedness in biotech cities," Research Policy, Elsevier, vol. 43(1), pages 107-114.
    4. Leoncini, Riccardo & Montresor, Sandro & Rentocchini, Francesco, 2016. "CO2-reducing innovations and outsourcing: Evidence from photovoltaics and green construction in North-East Italy," Research Policy, Elsevier, vol. 45(8), pages 1649-1659.
    5. Bernhard Truffer & Lars Coenen, 2012. "Environmental Innovation and Sustainability Transitions in Regional Studies," Regional Studies, Taylor & Francis Journals, vol. 46(1), pages 1-21, November.
    6. Nick Johnstone & Ivan Haščič & Julie Poirier & Marion Hemar & Christian Michel, 2012. "Environmental policy stringency and technological innovation: evidence from survey data and patent counts," Applied Economics, Taylor & Francis Journals, vol. 44(17), pages 2157-2170, June.
    7. 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.
    8. Adrian Smith, 2003. "Transforming technological regimes for sustainable development: A role for alternative technology niches?," Science and Public Policy, Oxford University Press, vol. 30(2), pages 127-135, April.
    9. Gibbs, David & O'Neill, Kirstie, 2017. "Future green economies and regional development: a research agenda," LSE Research Online Documents on Economics 68392, London School of Economics and Political Science, LSE Library.
    10. Marzucchi, Alberto & Montresor, Sandro, 2017. "Forms of knowledge and eco-innovation modes: Evidence from Spanish manufacturing firms," Ecological Economics, Elsevier, vol. 131(C), pages 208-221.
    11. Giulio Cainelli & Massimiliano Mazzanti & Sandro Montresor, 2012. "Environmental Innovations, Local Networks and Internationalization," Industry and Innovation, Taylor & Francis Journals, vol. 19(8), pages 697-734, November.
    12. Rennings, Klaus, 2000. "Redefining innovation -- eco-innovation research and the contribution from ecological economics," Ecological Economics, Elsevier, vol. 32(2), pages 319-332, February.
    13. Koen Frenken & Luis R. Izquierdo & Paolo Zeppini, 2012. "Recombinant Innovation and Endogenous Transitions," Working Papers 12-01, Eindhoven Center for Innovation Studies, revised Jan 2012.
    14. repec:hal:wpaper:hal-00860045 is not listed on IDEAS
    15. Carolina Castaldi & Koen Frenken & Bart Los, 2015. "Related Variety, Unrelated Variety and Technological Breakthroughs: An analysis of US State-Level Patenting," Regional Studies, Taylor & Francis Journals, vol. 49(5), pages 767-781, May.
    16. Max Munday & Annette Roberts, 2006. "Developing approaches to measuring and monitoring sustainable development in Wales: A review," Regional Studies, Taylor & Francis Journals, vol. 40(5), pages 535-554.
    17. Bjørn Asheim & Ron Boschma & Philip Cooke, 2011. "Constructing Regional Advantage: Platform Policies Based on Related Variety and Differentiated Knowledge Bases," Regional Studies, Taylor & Francis Journals, vol. 45(7), pages 893-904.
    18. Harald Badinger & David Bailey & Lisa de Propris & Peter Huber & Jürgen Janger & Kurt Kratena & Hans Pitlik & Thomas Sauer & Renaud Thillaye & Jeroen C.J.M. van den Bergh, 2016. "New Dynamics for Europe: Reaping the Benefits of Socio-ecological Transition – Part II: Model and Area Chapters. WWWforEurope Deliverable No. 12," WIFO Studies, WIFO, number 58792, February.
    19. Davide Antonioli & Simone Borghesi & Massimiliano Mazzanti, 2016. "Are regional systems greening the economy? Local spillovers, green innovations and firms’ economic performances," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 25(7), pages 692-713, October.
    20. Riccardo Leoncini & Alberto Marzucchi & Sandro Montresor & Francesco Rentocchini & Ugo Rizzo, 2019. "‘Better late than never’: the interplay between green technology and age for firm growth," Small Business Economics, Springer, vol. 52(4), pages 891-904, April.
    21. Olsson, Ola & Frey, Bruno S, 2002. "Entrepreneurship as Recombinant Growth," Small Business Economics, Springer, vol. 19(2), pages 69-80, September.
    22. Frank Neffke & Martin Henning & Ron Boschma, 2011. "How Do Regions Diversify over Time? Industry Relatedness and the Development of New Growth Paths in Regions," Economic Geography, Clark University, vol. 87(3), pages 237-265, July.
    23. Ghisetti, Claudia & Pontoni, Federico, 2015. "Investigating policy and R&D effects on environmental innovation: A meta-analysis," Ecological Economics, Elsevier, vol. 118(C), pages 57-66.
    24. Betsy Donald, 2008. "Food Systems Planning and Sustainable Cities and Regions: The Role of the Firm in Sustainable Food Capitalism," Regional Studies, Taylor & Francis Journals, vol. 42(9), pages 1251-1262.
    25. Frank W. Geels, 2005. "Technological Transitions and System Innovations," Books, Edward Elgar Publishing, number 3576.
    26. Zoltan J. Acs & Luc Anselin & Attila Varga, 2008. "Patents and Innovation Counts as Measures of Regional Production of New Knowledge," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 11, pages 135-151, Edward Elgar Publishing.
    27. 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.
    28. Acs, Zoltan J & Audretsch, David B, 1989. "Patents as a Measure of Innovative Activity," Kyklos, Wiley Blackwell, vol. 42(2), pages 171-180.
    29. Ron Boschma & Pierre-Alexandre Balland & Dieter Franz Kogler, 2015. "Relatedness and technological change in cities: the rise and fall of technological knowledge in US metropolitan areas from 1981 to 2010," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 24(1), pages 223-250.
    30. Anne Nygaard Tanner, 2014. "Regional Branching Reconsidered: Emergence of the Fuel Cell Industry in European Regions," Economic Geography, Clark University, vol. 90(4), pages 403-427, October.
    31. James Simmie, 2012. "Path Dependence and New Path Creation in Renewable Energy Technologies," European Planning Studies, Taylor & Francis Journals, vol. 20(5), pages 729-731, May.
    32. Graham Haughton & Kevin Morgan, 2008. "Editorial: Sustainable Regions," Regional Studies, Taylor & Francis Journals, vol. 42(9), pages 1219-1222.
    33. Karen Turner, 2006. "Additional precision provided by region-specific data: The identification of fuel-use and pollution-generation coefficients in the Jersey economy," Regional Studies, Taylor & Francis Journals, vol. 40(4), pages 347-364.
    34. David Gibbs & Kirstie O’Neill, 2017. "Future green economies and regional development: a research agenda," Regional Studies, Taylor & Francis Journals, vol. 51(1), pages 161-173, January.
    35. Bronwyn H. Hall & Nathan Rosenberg (ed.), 2010. "Handbook of the Economics of Innovation," Handbook of the Economics of Innovation, Elsevier, edition 1, volume 1, number 1.
    36. Ron Boschma & Carlo Gianelle, 2014. "Regional Branching and Smart Specialisation Policy," JRC Research Reports JRC88242, Joint Research Centre.
    37. Jens Horbach, 2014. "Do eco-innovations need specific regional characteristics? An econometric analysis for Germany," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 34(1), pages 23-38, February.
    38. David L. Rigby, 2015. "Technological Relatedness and Knowledge Space: Entry and Exit of US Cities from Patent Classes," Regional Studies, Taylor & Francis Journals, vol. 49(11), pages 1922-1937, November.
    39. Ghisetti, Claudia & Quatraro, Francesco, 2013. "Beyond inducement in climate change: Does environmental performance spur environmental technologies? A regional analysis of cross-sectoral differences," Ecological Economics, Elsevier, vol. 96(C), pages 99-113.
    40. Ivan Haščič & Mauro Migotto, 2015. "Measuring environmental innovation using patent data," OECD Environment Working Papers 89, OECD Publishing.
    41. Antonio Vezzani & Fabio Montobbio & Sandro Montresor & Gianluca Tarasconi, 2014. "The patenting activity of the top IRI Scoreboard Companies: an introductory note," JRC Research Reports JRC86166, Joint Research Centre.
    42. Anne Nygaard Tanner, 2014. "Regional Branching Reconsidered: Emergence of the Fuel Cell Industry in European Regions," Economic Geography, Taylor & Francis Journals, vol. 90(4), pages 403-427, October.
    43. Coenen, Lars & Raven, Rob & Verbong, Geert, 2010. "Local niche experimentation in energy transitions: A theoretical and empirical exploration of proximity advantages and disadvantages," Technology in Society, Elsevier, vol. 32(4), pages 295-302.
    44. Dieter F. Kogler & David L. Rigby & Isaac Tucker, 2013. "Mapping Knowledge Space and Technological Relatedness in US Cities," European Planning Studies, Taylor & Francis Journals, vol. 21(9), pages 1374-1391, September.
    45. Albrizio, Silvia & Kozluk, Tomasz & Zipperer, Vera, 2017. "Environmental policies and productivity growth: Evidence across industries and firms," Journal of Environmental Economics and Management, Elsevier, vol. 81(C), pages 209-226.
    46. Philip Cooke, 2008. "Regional Innovation Systems, Clean Technology & Jacobian Cluster-Platform Policies," Regional Science Policy & Practice, Wiley Blackwell, vol. 1(1), pages 23-45, November.
    47. Smith, Adrian & Voß, Jan-Peter & Grin, John, 2010. "Innovation studies and sustainability transitions: The allure of the multi-level perspective and its challenges," Research Policy, Elsevier, vol. 39(4), pages 435-448, May.
    48. Ron Boschma & Koen Frenken, 2011. "Technological Relatedness, Related Variety and Economic Geography," Chapters, in: Philip Cooke & Bjørn Asheim & Ron Boschma & Ron Martin & Dafna Schwartz & Franz Tödtling (ed.), Handbook of Regional Innovation and Growth, chapter 14, Edward Elgar Publishing.
    49. Markard, Jochen & Raven, Rob & Truffer, Bernhard, 2012. "Sustainability transitions: An emerging field of research and its prospects," Research Policy, Elsevier, vol. 41(6), pages 955-967.
    50. Costantini, Valeria & Mazzanti, Massimiliano & Montini, Anna, 2013. "Environmental performance, innovation and spillovers. Evidence from a regional NAMEA," Ecological Economics, Elsevier, vol. 89(C), pages 101-114.
    51. David Gibbs, 2006. "Prospects for an Environmental Economic Geography: Linking Ecological Modernization and Regulationist Approaches," Economic Geography, Taylor & Francis Journals, vol. 82(2), pages 193-215, April.
    52. Claudia Ghisetti & Francesco Quatraro, 2013. "Beyond inducement in climate change: Does environmental performance spur environmental technologies?," Post-Print hal-00860045, HAL.
    53. Martijn van den Berge & Anet Weterings, 2014. "Relatedness in eco-technological development in European regions," Papers in Evolutionary Economic Geography (PEEG) 1413, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jun 2014.
    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. Castellani, Davide & Marin, Giovanni & Montresor, Sandro & Zanfei, Antonello, 2022. "Greenfield foreign direct investments and regional environmental technologies," Research Policy, Elsevier, vol. 51(1).
    2. Ron Boschma, Lars Coenen, Koen Frenken, Bernhard Truffer & Lars Coenen & Koen Frenken & Bernhard Truffer, 2016. "Towards a theory of regional diversification," Papers in Evolutionary Economic Geography (PEEG) 1617, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jul 2016.
    3. Quatraro, Francesco & Scandura, Alessandra, 2019. "Academic Inventors and the Antecedents of Green Technologies. A Regional Analysis of Italian Patent Data," Ecological Economics, Elsevier, vol. 156(C), pages 247-263.
    4. Lorena M. D'Agostino & Rosina Moreno, 2019. "Green regions and local firms' innovation," Papers in Regional Science, Wiley Blackwell, vol. 98(4), pages 1585-1608, August.
    5. Moreno, Rosina & Ocampo-Corrales, Diego, 2022. "The ability of European regions to diversify in renewable energies: The role of technological relatedness," Research Policy, Elsevier, vol. 51(5).
    6. Davide Castellani & Giovanni Marin & Sandro Montresor & Antonello Zanfei, 2020. "Foreign Direct Investments and Regional Specialization in Environmental Technologies," SEEDS Working Papers 0620, SEEDS, Sustainability Environmental Economics and Dynamics Studies, revised Apr 2020.
    7. Quatraro, Francesco & Scandura, Alessandra, 2020. "Regional patterns of unrelated technological diversification: the role of academic inventors," 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 202001, University of Turin.
    8. 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.
    9. Artur Santoalha & Ron Boschma, 2021. "Diversifying in green technologies in European regions: does political support matter?," Regional Studies, Taylor & Francis Journals, vol. 55(2), pages 182-195, February.
    10. Ron Boschma, 2017. "Relatedness as driver behind regional diversification: a research agenda," Papers in Evolutionary Economic Geography (PEEG) 1702, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jan 2017.
    11. Gianluca Orsatti & Francesco Quatraro & Alessandra Scandura, 2020. "Regional differences in the generation of green technologies: the role of local recombinant capabilities and academic inventors," Carlo Alberto Notebooks 617, Collegio Carlo Alberto.
    12. Ron Boschma, 2018. "The geographical dimension of structural change," Papers in Evolutionary Economic Geography (PEEG) 1839, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Nov 2018.
    13. Ron Boschma, 2021. "Designing Smart Specialization Policy: relatedness, unrelatedness, or what?," Papers in Evolutionary Economic Geography (PEEG) 2128, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Sep 2021.
    14. Gianluca Orsatti & François Perruchas & Davide Consoli & Francesco Quatraro, 2020. "Public Procurement, Local Labor Markets and Green Technological Change. Evidence from US Commuting Zones," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 75(4), pages 711-739, April.
    15. Alessandra Colombelli & Jackie Krafft & Francesco Quatraro, 2021. "Firms’ growth, green gazelles and eco-innovation: evidence from a sample of European firms," Small Business Economics, Springer, vol. 56(4), pages 1721-1738, April.
    16. Stefano Bianchini & Giacomo Damioli & Claudia Ghisetti, 2023. "The environmental effects of the “twin” green and digital transition in European regions," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 84(4), pages 877-918, April.
    17. Ron Boschma, 2015. "Towards an Evolutionary Perspective on Regional Resilience," Regional Studies, Taylor & Francis Journals, vol. 49(5), pages 733-751, May.
    18. Eugenio Zubeltzu‐Jaka & Artitzar Erauskin‐Tolosa & Iñaki Heras‐Saizarbitoria, 2018. "Shedding light on the determinants of eco‐innovation: A meta‐analytic study," Business Strategy and the Environment, Wiley Blackwell, vol. 27(7), pages 1093-1103, November.
    19. Orsatti, Gianluca & Quatraro, Francesco & Pezzoni, Michele, 2020. "The antecedents of green technologies: The role of team-level recombinant capabilities," Research Policy, Elsevier, vol. 49(3).
    20. Sebastian Losacker & Hendrik Hansmeier & Jens Horbach & Ingo Liefner, 2023. "The geography of environmental innovation: a critical review and agenda for future research," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 43(2), pages 291-316, August.

    More about this item

    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:uto:dipeco:201808. 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: Piero Cavaleri or Marina Grazioli (email available below). General contact details of provider: https://edirc.repec.org/data/detorit.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.