IDEAS home Printed from https://ideas.repec.org/a/spr/joevec/v34y2024i3d10.1007_s00191-024-00871-9.html
   My bibliography  Save this article

Green technologies in the knowledge space: Insertion and the moderating role of industry knowledge bases

Author

Listed:
  • Mariane Santos Françoso

    (São Paulo State University (Unesp), School of Humanities and Sciences)

  • Vanessa Lima Avanci

    (University of Campinas (Unicamp))

  • Alysson Fernandes Mazoni

    (University of Campinas (Unicamp))

Abstract

This paper discussed how green technological domains are inserted into the Brazilian knowledge space. We investigated whether the insertion of technologies into the Brazilian knowledge space is affected by the fact that these technologies are green or non-green, the potential moderating effect of the industry knowledge bases with which technologies are associated, and the differences regarding the insertion of green and non-green technology domains across industries. We considered Brazilian patent and industry data from 1997 to 2020 and a multilevel analysis to answer these questions. Our results indicated that green technological domains are intensely combined with other domains, but their structural embeddedness is still low. The characteristics of sectoral knowledge bases influenced the insertion of green technologies into the national knowledge space since these technologies are more deeply embedded in the knowledge space when associated with less mature knowledge bases.

Suggested Citation

  • Mariane Santos Françoso & Vanessa Lima Avanci & Alysson Fernandes Mazoni, 2024. "Green technologies in the knowledge space: Insertion and the moderating role of industry knowledge bases," Journal of Evolutionary Economics, Springer, vol. 34(3), pages 675-697, July.
    • Handle: RePEc:spr:joevec:v:34:y:2024:i:3:d:10.1007_s00191-024-00871-9
    DOI: 10.1007/s00191-024-00871-9
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s00191-024-00871-9
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s00191-024-00871-9?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Martin Kalthaus, 2020. "Knowledge recombination along the technology life cycle," Journal of Evolutionary Economics, Springer, vol. 30(3), pages 643-704, July.
    2. Jackie Krafft & Francesco Quatraro & Pier Paolo Saviotti, 2011. "The knowledge-base evolution in biotechnology: a social network analysis," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 20(5), pages 445-475.
    3. 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, Taylor & Francis Journals, vol. 87(3), pages 237-265, July.
    4. Dieter F. Kogler & Jürgen Essletzbichler & David L. Rigby, 2017. "The evolution of specialization in the EU15 knowledge space," Journal of Economic Geography, Oxford University Press, vol. 17(2), pages 345-373.
    5. Aarstad, Jarle & Kvitastein, Olav A. & Jakobsen, Stig-Erik, 2016. "Related and unrelated variety as regional drivers of enterprise productivity and innovation: A multilevel study," Research Policy, Elsevier, vol. 45(4), pages 844-856.
    6. Cesar A. Hidalgo & Ricardo Hausmann, 2009. "The Building Blocks of Economic Complexity," Papers 0909.3890, arXiv.org.
    7. 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.
    8. Saviotti, Pier Paolo, 2007. "On the dynamics of generation and utilisation of knowledge: The local character of knowledge," Structural Change and Economic Dynamics, Elsevier, vol. 18(4), pages 387-408, December.
    9. Barbieri, Nicolò & Marzucchi, Alberto & Rizzo, Ugo, 2020. "Knowledge sources and impacts on subsequent inventions: Do green technologies differ from non-green ones?," Research Policy, Elsevier, vol. 49(2).
    10. Ivan Haščič & Nick Johnstone & Fleur Watson & Christopher Kaminker, 2010. "Climate Policy and Technological Innovation and Transfer: An Overview of Trends and Recent Empirical Results," OECD Environment Working Papers 30, OECD Publishing.
    11. Sandro Montresor & Francesco Quatraro, 2020. "Green technologies and Smart Specialisation Strategies: a European patent-based analysis of the intertwining of technological relatedness and key enabling technologies," Regional Studies, Taylor & Francis Journals, vol. 54(10), pages 1354-1365, October.
    12. Jackie Krafft & Francesco Quatraro & Pier Paolo Saviotti, 2014. "The Dynamics of Knowledge-intensive Sectors' Knowledge Base: Evidence from Biotechnology and Telecommunications," Industry and Innovation, Taylor & Francis Journals, vol. 21(3), pages 215-242, April.
    13. Antonelli, Cristiano & Krafft, Jackie & Quatraro, Francesco, 2010. "Recombinant knowledge and growth: The case of ICTs," Structural Change and Economic Dynamics, Elsevier, vol. 21(1), pages 50-69, March.
    14. Quatraro, Francesco, 2010. "Knowledge coherence, variety and economic growth: Manufacturing evidence from Italian regions," Research Policy, Elsevier, vol. 39(10), pages 1289-1302, December.
    15. Andy Stirling, 2007. "A General Framework for Analysing Diversity in Science, Technology and Society," SPRU Working Paper Series 156, SPRU - Science Policy Research Unit, University of Sussex Business School.
    16. Fleming, Lee & Sorenson, Olav, 2001. "Technology as a complex adaptive system: evidence from patent data," Research Policy, Elsevier, vol. 30(7), pages 1019-1039, August.
    17. Niccolò Innocenti & Francesco Capone & Luciana Lazzeretti, 2020. "Knowledge networks and industrial structure for regional innovation: An analysis of patents collaborations in Italy," Papers in Regional Science, Wiley Blackwell, vol. 99(1), pages 55-72, February.
    18. Mariane Santos Françoso & Ron Boschma & Nicholas Vonortas, 2024. "Regional diversification in Brazil: The role of relatedness and complexity," Growth and Change, Wiley Blackwell, vol. 55(1), March.
    19. 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.
    20. De Noni, Ivan & Orsi, Luigi & Belussi, Fiorenza, 2018. "The role of collaborative networks in supporting the innovation performances of lagging-behind European regions," Research Policy, Elsevier, vol. 47(1), pages 1-13.
    21. Jefferson Ricardo Bretas Galetti & Milene Simone Tessarin & Paulo Cesar Morceiro, 2021. "Skill relatedness, structural change and heterogeneous regions: evidence from a developing country," Papers in Regional Science, Wiley Blackwell, vol. 100(6), pages 1355-1376, December.
    22. Stefano Basilico & Uwe Cantner & Holger Graf, 2023. "Policy influence in the knowledge space: a regional application," The Journal of Technology Transfer, Springer, vol. 48(2), pages 591-622, April.
    23. Niccolò Innocenti & Francesco Capone & Luciana Lazzeretti & Sergio Petralia, 2022. "The role of inventors’ networks and variety for breakthrough inventions," Papers in Regional Science, Wiley Blackwell, vol. 101(1), pages 37-57, February.
    24. Dosi, Giovanni, 1993. "Technological paradigms and technological trajectories : A suggested interpretation of the determinants and directions of technical change," Research Policy, Elsevier, vol. 22(2), pages 102-103, April.
    25. Carolina da Silveira Bueno & Fábio Kenji Masago & José Maria Ferreira Jardim da Silveira & Bruna de Souza Moraes & Leonardo Brantes Bacellar Mendes & Ivette Raymunda Luna & Telma Teixeira Franco, 2022. "Bioenergy emerging paradigm: Collaborative networks and determinants in the upgrading process of technological frontiers," African Journal of Science, Technology, Innovation and Development, Taylor & Francis Journals, vol. 14(5), pages 1413-1428, July.
    26. Arthur, W. Brian, 2007. "The structure of invention," Research Policy, Elsevier, vol. 36(2), pages 274-287, March.
    27. Saviotti, P. P., 1988. "Information, variety and entropy in technoeconomic development," Research Policy, Elsevier, vol. 17(2), pages 89-103, April.
    28. Pierre-Alexandre Balland & Ron Boschma & Joan Crespo & David L. Rigby, 2019. "Smart specialization policy in the European Union: relatedness, knowledge complexity and regional diversification," Regional Studies, Taylor & Francis Journals, vol. 53(9), pages 1252-1268, September.
    29. Barbieri, Nicolò & Marzucchi, Alberto & Rizzo, Ugo, 2023. "Green technologies, interdependencies, and policy," Journal of Environmental Economics and Management, Elsevier, vol. 118(C).
    30. Ron Boschma, 2005. "Proximity and Innovation: A Critical Assessment," Regional Studies, Taylor & Francis Journals, vol. 39(1), pages 61-74.
    31. René Kemp, 2010. "Eco-innovation: Definition, Measurement and Open Research Issues," Economia politica, Società editrice il Mulino, issue 3, pages 397-420.
    32. Donis, Silvia & Gómez, Jaime & Salazar, Idana, 2023. "Economic complexity, property rights and the judicial system as drivers of eco-innovations: An analysis of OECD countries," Technovation, Elsevier, vol. 128(C).
    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. Nils Grashof & Stefano Basilico, 2023. "The dark side of green innovation? Green transition and regional inequality in Europe," Papers in Evolutionary Economic Geography (PEEG) 2314, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jun 2023.
    2. Francesco Quatraro, 2016. "Co-evolutionary Patterns in Regional Knowledge Bases and Economic Structure: Evidence from European Regions," Regional Studies, Taylor & Francis Journals, vol. 50(3), pages 513-539, March.
    3. 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.
    4. Colombelli, Alessandra & Quatraro, Francesco, 2018. "New firm formation and regional knowledge production modes: Italian evidence," Research Policy, Elsevier, vol. 47(1), pages 139-157.
    5. Sándor Juhász & Tom Broekel & Ron Boschma, 2021. "Explaining the dynamics of relatedness: The role of co‐location and complexity," Papers in Regional Science, Wiley Blackwell, vol. 100(1), pages 3-21, February.
    6. Francesco Quatraro, 2012. "The Co-Evolution of Knowledge and Economic Structure: Evidence from European Regions," GREDEG Working Papers 2012-16, Groupe de REcherche en Droit, Economie, Gestion (GREDEG CNRS), Université Côte d'Azur, France.
    7. Alessandra Colombelli & Francesco Quatraro, 2013. "New Firm Formation and the properties of local knowledge bases: Evidence from Italian NUTS 3 regions," Working Papers hal-00858989, HAL.
    8. Quatraro Francesco, 2011. "Knowledge Structure and Regional Economic Growth: The French case," 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 201112, University of Turin.
    9. Julia Bachtrögler-Unger & Pierre-Alexandre Balland & Ron Boschma & Thomas Schwab, 2023. "Technological Capabilities and the Twin Transition in Europe. Opportunities for Regional Collaboration and Economic Cohesion," WIFO Studies, WIFO, number 70743.
    10. Jeroen Content & Koen Frenken, 2016. "Related variety and economic development: a literature review," European Planning Studies, Taylor & Francis Journals, vol. 24(12), pages 2097-2112, December.
    11. Antonelli, Cristiano & Crespi, Francesco & Quatraro, Francesco, 2022. "Knowledge complexity and the mechanisms of knowledge generation and exploitation: The European evidence," Research Policy, Elsevier, vol. 51(8).
    12. Eva Coll-Martínez & Malia Kedjar & Patricia Renou-Maissant, 2022. "(Green) Knowledge spillovers and regional environmental support: do they matter for the entry of new green tech-based firms?," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 69(1), pages 119-161, August.
    13. Balland, Pierre-Alexandre & Boschma, Ron, 2022. "Do scientific capabilities in specific domains matter for technological diversification in European regions?," Research Policy, Elsevier, vol. 51(10).
    14. Krafft Jackie & Quatraro Francesco & Colombelli Alessandra, 2011. "High Growth Firms and Technological Knowledge: Do gazelles follow exploration or exploitation strategies?," 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 201114, University of Turin.
    15. Quatraro, Francesco, 2010. "Knowledge coherence, variety and economic growth: Manufacturing evidence from Italian regions," Research Policy, Elsevier, vol. 39(10), pages 1289-1302, December.
    16. Gergő Tóth & Zoltán Elekes & Adam Whittle & Changjun Lee & Dieter F. Kogler, 2022. "Technology Network Structure Conditions the Economic Resilience of Regions," Economic Geography, Taylor & Francis Journals, vol. 98(4), pages 355-378, August.
    17. Apa, Roberta & De Noni, Ivan & Orsi, Luigi & Sedita, Silvia Rita, 2018. "Knowledge space oddity: How to increase the intensity and relevance of the technological progress of European regions," Research Policy, Elsevier, vol. 47(9), pages 1700-1712.
    18. Mariane Santos Françoso & Ron Boschma & Nicholas Vonortas, 2024. "Regional diversification in Brazil: The role of relatedness and complexity," Growth and Change, Wiley Blackwell, vol. 55(1), March.
    19. Eduardo Hernandez-Rodriguez & Ron Boschma & Andrea Morrison & Xianjia Ye, 2023. "Functional upgrading and downgrading in global value chains: Evidence from EU regions using a relatedness/complexity framework," Papers in Evolutionary Economic Geography (PEEG) 2316, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jul 2023.
    20. Pinheiro, Flávio L. & Hartmann, Dominik & Boschma, Ron & Hidalgo, César A., 2022. "The time and frequency of unrelated diversification," Research Policy, Elsevier, vol. 51(8).

    More about this item

    Keywords

    Green technologies; Knowledge space; Knowledge base; Networks; Technological change;
    All these keywords.

    JEL classification:

    • O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General
    • Q55 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environmental Economics: Technological Innovation

    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:spr:joevec:v:34:y:2024:i:3:d:10.1007_s00191-024-00871-9. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.