IDEAS home Printed from https://ideas.repec.org/a/spr/scient/v83y2010i1d10.1007_s11192-009-0020-3.html
   My bibliography  Save this article

Matrices of science and technology interactions and patterns of structured growth: implications for development

Author

Listed:
  • Leonardo Costa Ribeiro

    (UFMG)

  • Ricardo Machado Ruiz

    (UFMG)

  • Américo Tristão Bernardes

    (UFOP)

  • Eduardo Motta Albuquerque

    (UFMG)

Abstract

Scientific and other non-patent references (NPRs) in patents are important tools to analyze interactions between science and technology. This paper organizes a database with 514,894 USPTO patents granted globally in 1974, 1982, 1990, 1998 and 2006. There are 165,762 patents with at least one reference to science and engineering (S&E) literature, from a total of 1,375,503 references. Through a lexical analysis, 71.1% of this S&E literature is classified by S&E fields. These data serve as the basis for the elaboration of global and national 3-dimensional matrices (technological domains, S&E fields and number of references). Three indicators are proposed to analyze these matrices, allowing us to identify patterns of structured growth that differentiate developed and non-developed countries. This differentiation informs suggestions for public policies for development, emphasizing the need for an articulation between the industrial and technological dimension and scientific side. The intertwinement of these two dimensions is a key component of developmental policies for the twenty-first century.

Suggested Citation

  • Leonardo Costa Ribeiro & Ricardo Machado Ruiz & Américo Tristão Bernardes & Eduardo Motta Albuquerque, 2010. "Matrices of science and technology interactions and patterns of structured growth: implications for development," Scientometrics, Springer;Akadémiai Kiadó, vol. 83(1), pages 55-75, April.
    • Handle: RePEc:spr:scient:v:83:y:2010:i:1:d:10.1007_s11192-009-0020-3
    DOI: 10.1007/s11192-009-0020-3
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11192-009-0020-3
    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/s11192-009-0020-3?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. Michel Zitt & Suzy Ramanana-Rahary & Elise Bassecoulard & Françoise Laville, 2003. "Potential science-technology spillovers in regions: An insight on geographic co-location of knowledge activities in the EU," Scientometrics, Springer;Akadémiai Kiadó, vol. 57(2), pages 295-320, June.
    2. Leonardo C. Ribeiro & Ricardo M. Ruiz & Eduardo M. Albuquerque & Américo T. Bernardes, 2006. "National Systems Of Innovation And Technological Differentiation: A Multi-Country Model," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 17(02), pages 247-257.
    3. Freeman, Chris, 1994. "The Economics of Technical Change," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 18(5), pages 463-514, October.
    4. Jiancheng Guan & Ying He, 2007. "Patent-bibliometric analysis on the Chinese science — technology linkages," Scientometrics, Springer;Akadémiai Kiadó, vol. 72(3), pages 403-425, September.
    5. Márcia Siqueira Rapini, 2005. "Interação universidade-empresa no Brasil: evidências do diretório dos grupos de pesquisa do CNPq," Textos para Discussão Cedeplar-UFMG td251, Cedeplar, Universidade Federal de Minas Gerais.
    6. Klevorick, Alvin K. & Levin, Richard C. & Nelson, Richard R. & Winter, Sidney G., 1995. "On the sources and significance of interindustry differences in technological opportunities," Research Policy, Elsevier, vol. 24(2), pages 185-205, March.
    7. Bernardes, Americo Tristao & Albuquerque, Eduardo da Motta e, 2003. "Cross-over, thresholds, and interactions between science and technology: lessons for less-developed countries," Research Policy, Elsevier, vol. 32(5), pages 865-885, May.
    8. R. J. W. Tussen & R. K. Buter & Th. N. van Leeuwen, 2000. "Technological Relevance of Science: An Assessment of Citation Linkages between Patents and Research Papers," Scientometrics, Springer;Akadémiai Kiadó, vol. 47(2), pages 389-412, February.
    9. Julie Callaert & Bart Van Looy & Arnold Verbeek & Koenraad Debackere & Bart Thijs, 2006. "Traces of Prior Art: An analysis of non-patent references found in patent documents," Scientometrics, Springer;Akadémiai Kiadó, vol. 69(1), pages 3-20, October.
    10. Chris Freeman & Luc Soete, 1997. "The Economics of Industrial Innovation, 3rd Edition," MIT Press Books, The MIT Press, edition 3, volume 1, number 0262061953, April.
    11. Sujit Bhattacharya & Martin Meyer, 2003. "Large firms and the science-technology interface Patents, patent citations, and scientific output of multinational corporations in thin films," Scientometrics, Springer;Akadémiai Kiadó, vol. 58(2), pages 265-279, October.
    12. Freeman, Chris, 1995. "The 'National System of Innovation' in Historical Perspective," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 19(1), pages 5-24, February.
    13. Arnold Verbeek & Koenraad Debackere & Marc Luwel, 2003. "Science cited in patents: A geographic "flow" analysis of bibliographic citation patterns in patents," Scientometrics, Springer;Akadémiai Kiadó, vol. 58(2), pages 241-263, October.
    14. Jeannette Colyvas & Michael Crow & Annetine Gelijns & Roberto Mazzoleni & Richard R. Nelson & Nathan Rosenberg & Bhaven N. Sampat, 2002. "How Do University Inventions Get Into Practice?," Management Science, INFORMS, vol. 48(1), pages 61-72, January.
    15. Wesley M. Cohen & Richard R. Nelson & John P. Walsh, 2003. "Links and Impacts: The Influence of Public Research on Industrial R&D," Chapters, in: Aldo Geuna & Ammon J. Salter & W. Edward Steinmueller (ed.), Science and Innovation, chapter 4, Edward Elgar Publishing.
    16. Narin, Francis & Hamilton, Kimberly S. & Olivastro, Dominic, 1997. "The increasing linkage between U.S. technology and public science," Research Policy, Elsevier, vol. 26(3), pages 317-330, October.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Mu-Hsuan Huang & Ssu-Han Chen & Chia-Ying Lin & Dar-Zen Chen, 2014. "Exploring temporal relationships between scientific and technical fronts: a case of biotechnology field," Scientometrics, Springer;Akadémiai Kiadó, vol. 98(2), pages 1085-1100, February.
    2. Leonardo Costa Ribeiro & Glenda Kruss & Gustavo Britto & Ricardo Machado Ruiz & Américo Tristão Bernardes & Eduardo da Motta e Albuquerque, 2012. "Unveiling Global Innovation Networks," Textos para Discussão Cedeplar-UFMG 463, Cedeplar, Universidade Federal de Minas Gerais.
    3. Leonardo Costa Ribeiro & Isabel de Azeredo Moura & Luiza Teixeira de Melo Franco & Márcia Siqueira Rapini & Eduardo da Motta e Albuquerque, 2009. "The scientific and technological trajectories of four Latin American countries: Mexico, Costa Rica, Argentina, and Brazil," Textos para Discussão Cedeplar-UFMG td362, Cedeplar, Universidade Federal de Minas Gerais.
    4. Roney Fraga Souza & Sheila Cristina Ferreira Leite & Rosangela Ballini & Jose´ Maria Ferreira Jardim Da Silveira, 2016. "A Dynamic Method To Identify New Fields Of Scientific Research: An Application To Bioenergy," Anais do XLII Encontro Nacional de Economia [Proceedings of the 42nd Brazilian Economics Meeting] 154, ANPEC - Associação Nacional dos Centros de Pós-Graduação em Economia [Brazilian Association of Graduate Programs in Economics].
    5. Guijie Zhang & Guang Yu & Yuqiang Feng & Luning Liu & Zhenhua Yang, 2017. "Improving the publication delay model to characterize the patent granting process," Scientometrics, Springer;Akadémiai Kiadó, vol. 111(2), pages 621-637, May.
    6. Jaimin Goh & Jaehong Lee & Wonchang Hur & Yunchang Ju, 2019. "Do Analysts Fully Reflect Information in Patents about Future Earnings?," Sustainability, MDPI, vol. 11(10), pages 1-17, May.
    7. Guijie Zhang & Yuqiang Feng & Guang Yu & Luning Liu & Yanqiqi Hao, 2017. "Analyzing the time delay between scientific research and technology patents based on the citation distribution model," Scientometrics, Springer;Akadémiai Kiadó, vol. 111(3), pages 1287-1306, June.
    8. Jorge Britto & Leonardo Costa Ribeiro & Lucas Araújo & Eduardo da Motta e Albuquerque, 2017. "Knowledge flows, firms' competencies, and patent citations: an analysis of the trajectory of IBM," Textos para Discussão Cedeplar-UFMG 561, Cedeplar, Universidade Federal de Minas Gerais.
    9. Leonardo Costa Ribeiro & Glenda Kruss & Gustavo Britto & Américo Tristão Bernardes & Eduardo Motta e Albuquerque, 2014. "A methodology for unveiling global innovation networks: patent citations as clues to cross border knowledge flows," Scientometrics, Springer;Akadémiai Kiadó, vol. 101(1), pages 61-83, October.
    10. Jung Cheol Shin & Soo Jeung Lee & Yangson Kim, 2012. "Knowledge-based innovation and collaboration: a triple-helix approach in Saudi Arabia," Scientometrics, Springer;Akadémiai Kiadó, vol. 90(1), pages 311-326, January.
    11. Chen, Lixin, 2017. "Do patent citations indicate knowledge linkage? The evidence from text similarities between patents and their citations," Journal of Informetrics, Elsevier, vol. 11(1), pages 63-79.
    12. Wang, Jean J. & Ye, Fred Y., 2021. "Probing into the interactions between papers and patents of new CRISPR/CAS9 technology: A citation comparison," Journal of Informetrics, Elsevier, vol. 15(4).
    13. Leonardo Costa Ribeiro & Ulisses Pereira Santos & Valbona Muzaka, 2022. "Trademarks as an indicator of innovation: towards a fuller picture," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(1), pages 481-508, January.
    14. Csomós, György & Tóth, Géza, 2016. "Exploring the position of cities in global corporate research and development: A bibliometric analysis by two different geographical approaches," Journal of Informetrics, Elsevier, vol. 10(2), pages 516-532.
    15. Leonardo Costa Ribeiro & Márcia Siqueira Rapini & Leandro Alves Silva & Eduardo da Motta e Albuquerque, 2017. "Cross-border co-authorships in scientific articles and knowledge flows: implications for investigating an emerging international system of innovation," Textos para Discussão Cedeplar-UFMG 553, Cedeplar, Universidade Federal de Minas Gerais.
    16. Yu-Wei Chang, 2014. "Exploring scientific articles contributed by industries in Taiwan," Scientometrics, Springer;Akadémiai Kiadó, vol. 99(2), pages 599-613, May.
    17. Csomós György, 2017. "Mapping Spatial and Temporal Changes of Global Corporate Research and Development Activities by Conducting a Bibliometric Analysis," Quaestiones Geographicae, Sciendo, vol. 36(1), pages 65-77, March.
    18. Slavo Radosevic & Esin Yoruk, 2014. "Are there global shifts in the world science base? Analysing the catching up and falling behind of world regions," Scientometrics, Springer;Akadémiai Kiadó, vol. 101(3), pages 1897-1924, December.
    19. Chihmao Hsieh, 2011. "Explicitly searching for useful inventions: dynamic relatedness and the costs of connecting versus synthesizing," Scientometrics, Springer;Akadémiai Kiadó, vol. 86(2), pages 381-404, February.

    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. Leonardo Costa Ribeiro & Ricardo Machado Ruiz & Américo Tristão Bernardes & Eduardo da Motta e Albuquerque, 2008. "Matrices of science and technology interactions: implications for development," Textos para Discussão Cedeplar-UFMG td333, Cedeplar, Universidade Federal de Minas Gerais.
    2. Leonardo Costa Ribeiro & Glenda Kruss & Gustavo Britto & Américo Tristão Bernardes & Eduardo Motta e Albuquerque, 2014. "A methodology for unveiling global innovation networks: patent citations as clues to cross border knowledge flows," Scientometrics, Springer;Akadémiai Kiadó, vol. 101(1), pages 61-83, October.
    3. Renata Del-Vecchio & Jorge Britto & Bruno Oliveira, 2014. "Patterns of university–industry interactions in Brazil: an exploratory analysis using the instrumental of graph theory," Quality & Quantity: International Journal of Methodology, Springer, vol. 48(4), pages 1867-1892, July.
    4. Giovanni Dosi & Richard Nelson, 2013. "The Evolution of Technologies: An Assessment of the State-of-the-Art," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 3(1), pages 3-46, June.
    5. Attila Havas, 2016. "Social and Business Innovations: Are Common Measurement Approaches Possible?," Foresight-Russia Форсайт, CyberLeninka;Федеральное государственное автономное образовательное учреждение высшего образования «Национальный исследовательский университет «Высшая школа экономики», vol. 10(2 (eng)), pages 58-80.
    6. Dosi, Giovanni & Llerena, Patrick & Labini, Mauro Sylos, 2006. "The relationships between science, technologies and their industrial exploitation: An illustration through the myths and realities of the so-called `European Paradox'," Research Policy, Elsevier, vol. 35(10), pages 1450-1464, December.
    7. Gazni, Ali, 2020. "The growing number of patent citations to scientific papers: Changes in the world, nations, and fields," Technology in Society, Elsevier, vol. 62(C).
    8. Tulio Chiarini & Vanessa Parreiras Oliveira & Fabio Chaves De Couto E Silva Net, 2014. "Spatial Distribution Of Scientific Activities In Brazil, 2000-2010," Anais do XLI Encontro Nacional de Economia [Proceedings of the 41st Brazilian Economics Meeting] 153, ANPEC - Associação Nacional dos Centros de Pós-Graduação em Economia [Brazilian Association of Graduate Programs in Economics].
    9. Havas, Attila, 2016. "Recent economic theorising on innovation: Lessons for analysing social innovation," MPRA Paper 77385, University Library of Munich, Germany.
    10. Havas, Attila, 2014. "Types of knowledge and diversity of business-academia collaborations: Implications for measurement and policy," MPRA Paper 65908, University Library of Munich, Germany, revised 23 May 2015.
    11. Acosta, Manuel & Coronado, Daniel, 2003. "Science-technology flows in Spanish regions: An analysis of scientific citations in patents," Research Policy, Elsevier, vol. 32(10), pages 1783-1803, December.
    12. Dosi, Giovanni & Nelson, Richard R., 2010. "Technical Change and Industrial Dynamics as Evolutionary Processes," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 51-127, Elsevier.
    13. Márcia Siqueira Rapini & Eduardo da Motta e Albuquerque & Leandro Alves Silva & Sara Gonçalves Antunes de Souza & Hérica Morais Righi & Wellington Marcelo Silva da Cruz, 2006. "Spots of interaction: an investigation on the relationship between firms and universities in Minas Gerais, Brazil," Textos para Discussão Cedeplar-UFMG td286, Cedeplar, Universidade Federal de Minas Gerais.
    14. Eduardo da Motta e Albuquerque & Leandro Alves Silva & Márcia Siqueira Rapini & Sara Gonçalves Antunes de Souza, 2005. "Interactions between firms and universities in an immature system of innovation: a survey of industrial R&D-performers firms in Minas Gerais, Brazil," Textos para Discussão Cedeplar-UFMG td280, Cedeplar, Universidade Federal de Minas Gerais.
    15. Larsen, Maria Theresa, 2011. "The implications of academic enterprise for public science: An overview of the empirical evidence," Research Policy, Elsevier, vol. 40(1), pages 6-19, February.
    16. Attila Havas, 2015. "The persistent high-tech myth in the EC policy circles - Implications for the EU10 countries," CERS-IE WORKING PAPERS 1517, Institute of Economics, Centre for Economic and Regional Studies.
    17. Anders Broström, 2012. "Firms’ rationales for interaction with research universities and the principles for public co-funding," The Journal of Technology Transfer, Springer, vol. 37(3), pages 313-329, June.
    18. Leten, Bart & Landoni, Paolo & Van Looy, Bart, 2014. "Science or graduates: How do firms benefit from the proximity of universities?," Research Policy, Elsevier, vol. 43(8), pages 1398-1412.
    19. Xia Gao & Jiancheng Guan, 2009. "Networks of scientific journals: An exploration of Chinese patent data," Scientometrics, Springer;Akadémiai Kiadó, vol. 80(1), pages 283-302, July.
    20. Chihmao Hsieh, 2011. "Explicitly searching for useful inventions: dynamic relatedness and the costs of connecting versus synthesizing," Scientometrics, Springer;Akadémiai Kiadó, vol. 86(2), pages 381-404, February.

    More about this item

    Keywords

    Science and technology linkages; Stages of economic development; Systems of innovation;
    All these keywords.

    JEL classification:

    • O - Economic Development, Innovation, Technological Change, and Growth
    • O3 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights

    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:scient:v:83:y:2010:i:1:d:10.1007_s11192-009-0020-3. 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.