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Patents for evidence-based decision-making and smart specialisation

Author

Listed:
  • Bruno Brandão Fischer

    (University of Campinas)

  • Maxim Kotsemir

    (National Research University Higher School of Economics)

  • Dirk Meissner

    (National Research University Higher School of Economics)

  • Ekaterina Streltsova

    (National Research University Higher School of Economics)

Abstract

The article compares and contrasts different sets of patent-based indicators, traditionally used to assess countries’ technological capacities and specialisation. By doing that, we seek to determine how a chosen metric might affect the results of such an analysis, sometimes causing misleading conclusions on technological profiling. This goal is achieved with the statistical analysis of patent activity of the top-10 patenting economies. Findings indicate the need for policymakers to employ a complex of patent-related indicators when formulating technological specialisation strategies. Results also offer a taxonomy of technological capacities of the leading countries, which can further help understanding their current status and prospects for future progress. Thus, the paper might be of interest for researchers and analysts, which seek to offer methodological approaches and models to assess technological development of economies, as well as for policymakers governing the process.

Suggested Citation

  • Bruno Brandão Fischer & Maxim Kotsemir & Dirk Meissner & Ekaterina Streltsova, 2020. "Patents for evidence-based decision-making and smart specialisation," The Journal of Technology Transfer, Springer, vol. 45(6), pages 1748-1774, December.
  • Handle: RePEc:kap:jtecht:v:45:y:2020:i:6:d:10.1007_s10961-019-09761-w
    DOI: 10.1007/s10961-019-09761-w
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    1. Lam, Alice, 2011. "What motivates academic scientists to engage in research commercialization: ‘Gold’, ‘ribbon’ or ‘puzzle’?," Research Policy, Elsevier, vol. 40(10), pages 1354-1368.
    2. Roberta Capello & Henning Kroll, 2016. "From theory to practice in smart specialization strategy: emerging limits and possible future trajectories," European Planning Studies, Taylor & Francis Journals, vol. 24(8), pages 1393-1406, August.
    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. Conti, Annamaria & Visentin, Fabiana, 2015. "A revealed preference analysis of PhD students’ choices over employment outcomes," Research Policy, Elsevier, vol. 44(10), pages 1931-1947.
    5. Gaston Heimeriks & Pierre-Alexandre Balland, 2016. "How smart is specialisation? An analysis of specialisation patterns in knowledge production," Science and Public Policy, Oxford University Press, vol. 43(4), pages 562-574.
    6. Archibugi, Daniele & Pianta, Mario, 1992. "Specialization and size of technological activities in industrial countries: The analysis of patent data," Research Policy, Elsevier, vol. 21(1), pages 79-93, February.
    7. Ana Urraca-Ruiz, 2019. "On the evolution of technological specialization patterns in emerging countries: comparing Asia and Latin America," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 28(1), pages 100-117, January.
    8. Manuel Trajtenberg, 1990. "A Penny for Your Quotes: Patent Citations and the Value of Innovations," RAND Journal of Economics, The RAND Corporation, vol. 21(1), pages 172-187, Spring.
    9. Petralia, Sergio & Balland, Pierre-Alexandre & Morrison, Andrea, 2017. "Climbing the ladder of technological development," Research Policy, Elsevier, vol. 46(5), pages 956-969.
    10. Maria Luisa Mancusi, 2012. "National Externalities and Path‐dependence in Technological Change: An Empirical Test," Economica, London School of Economics and Political Science, vol. 79(314), pages 329-349, April.
    11. 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.
    12. Grupp, Hariolf & Mogee, Mary Ellen, 2004. "Indicators for national science and technology policy: how robust are composite indicators?," Research Policy, Elsevier, vol. 33(9), pages 1373-1384, November.
    13. Philip McCann & Raquel Ortega-Argil�s, 2015. "Smart Specialization, Regional Growth and Applications to European Union Cohesion Policy," Regional Studies, Taylor & Francis Journals, vol. 49(8), pages 1291-1302, August.
    14. Archibugi, Daniele & Coco, Alberto, 2004. "A New Indicator of Technological Capabilities for Developed and Developing Countries (ArCo)," World Development, Elsevier, vol. 32(4), pages 629-654, April.
    15. Liliane Bonnal & Jean-Francois Giret, 2010. "Determinants of access to academic careers in France," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 19(5), pages 437-458.
    16. repec:fth:harver:1473 is not listed on IDEAS
    17. Laudeline Auriol & Martin Schaaper & Bernard Felix, 2012. "Mapping Careers and Mobility of Doctorate Holders: Draft Guidelines, Model Questionnaire and Indicators – Third Edition," OECD Science, Technology and Industry Working Papers 2012/7, OECD Publishing.
    18. Markus Grillitsch, 2016. "Institutions, smart specialisation dynamics and policy," Environment and Planning C, , vol. 34(1), pages 22-37, February.
    19. João Lopes & João J. Ferreira & Luís Farinha, 2019. "Innovation strategies for smart specialisation (RIS3): Past, present and future research," Growth and Change, Wiley Blackwell, vol. 50(1), pages 38-68, March.
    20. Zvi Griliches, 1998. "Patent Statistics as Economic Indicators: A Survey," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 287-343, National Bureau of Economic Research, Inc.
    21. Roberta Capello & Camilla Lenzi, 2016. "Relevance and utility of European Union research, technological development and innovation policies for a smart growth," Environment and Planning C, , vol. 34(1), pages 52-72, February.
    22. Millar, Morgan M., 2013. "Interdisciplinary research and the early career: The effect of interdisciplinary dissertation research on career placement and publication productivity of doctoral graduates in the sciences," Research Policy, Elsevier, vol. 42(5), pages 1152-1164.
    23. Freeman, Christopher & Soete, Luc, 2009. "Developing science, technology and innovation indicators: What we can learn from the past," Research Policy, Elsevier, vol. 38(4), pages 583-589, May.
    24. 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.
    25. Fai, Felicia & von Tunzelmann, Nicholas, 2001. "Industry-specific competencies and converging technological systems: evidence from patents," Structural Change and Economic Dynamics, Elsevier, vol. 12(2), pages 141-170, July.
    26. Hausmann, Ricardo & Rodrik, Dani, 2003. "Economic development as self-discovery," Journal of Development Economics, Elsevier, vol. 72(2), pages 603-633, December.
    27. Roach, Michael & Sauermann, Henry, 2010. "A taste for science? PhD scientists' academic orientation and self-selection into research careers in industry," Research Policy, Elsevier, vol. 39(3), pages 422-434, April.
    28. Filippetti, Andrea & Peyrache, Antonio, 2011. "The Patterns of Technological Capabilities of Countries: A Dual Approach using Composite Indicators and Data Envelopment Analysis," World Development, Elsevier, vol. 39(7), pages 1108-1121, July.
    29. Balsmeier, Benjamin & Pellens, Maikel, 2014. "Who makes, who breaks: Which scientists stay in academe?," Economics Letters, Elsevier, vol. 122(2), pages 229-232.
    30. Philippe Aghion & Julian Boulanger & Elie Cohen, 2011. "Rethinking industrial policy," Policy Briefs 566, Bruegel.
    31. Wipo, 2015. "World Intellectual Property Report 2015 - Breakthrough Innovation and Economic Growth," WIPO Economics & Statistics Series, World Intellectual Property Organization - Economics and Statistics Division, number 2015:944, April.
    32. Lee,Keun, 2013. "Schumpeterian Analysis of Economic Catch-up," Cambridge Books, Cambridge University Press, number 9781107042681, October.
    33. Furman, Jeffrey L. & Porter, Michael E. & Stern, Scott, 2002. "The determinants of national innovative capacity," Research Policy, Elsevier, vol. 31(6), pages 899-933, August.
    34. Khayyat, Nabaz T. & Lee, Jeong-Dong, 2015. "A measure of technological capabilities for developing countries," Technological Forecasting and Social Change, Elsevier, vol. 92(C), pages 210-223.
    35. Attila Havas & Doris Schartinger & Matthias Weber, 2010. "The impact of foresight on innovation policy-making: recent experiences and future perspectives," Research Evaluation, Oxford University Press, vol. 19(2), pages 91-104, June.
    36. Breschi, Stefano & Lissoni, Francesco & Malerba, Franco, 2003. "Knowledge-relatedness in firm technological diversification," Research Policy, Elsevier, vol. 32(1), pages 69-87, January.
    37. João Lopes & Luís Farinha & João J. Ferreira & Paulo Silveira, 2018. "Smart specialization policies: innovative performance models from European regions," European Planning Studies, Taylor & Francis Journals, vol. 26(11), pages 2114-2124, November.
    38. Bruno Brandão Fischer & Maxim Kotsemir & Dirk Meissner & Ekaterina Streltsova, 2020. "Patents for evidence-based decision-making and smart specialisation," The Journal of Technology Transfer, Springer, vol. 45(6), pages 1748-1774, December.
    39. Ekaterina Khramova & Dirk Meissner & Galina Sagieva, 2013. "Statistical patent analysis indicators as a means of determining country technological specialisation," HSE Working papers WP BRP 09/STI/2013, National Research University Higher School of Economics.
    40. Emira Bečić & Jadranka Švarc, 2015. "Smart Specialisation in Croatia: Between the Cluster and Technological Specialisation," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 6(2), pages 270-295, June.
    41. Giovanni Dosi, 2000. "Sources, Procedures, and Microeconomic Effects of Innovation," Chapters, in: Innovation, Organization and Economic Dynamics, chapter 2, pages 63-114, Edward Elgar Publishing.
    42. Dominique Foray & Xabier Goenaga, 2013. "The goals of Smart Specialisation," JRC Research Reports JRC82213, Joint Research Centre.
    43. Dietmar Harhoff & Francis Narin & F. M. Scherer & Katrin Vopel, 1999. "Citation Frequency And The Value Of Patented Inventions," The Review of Economics and Statistics, MIT Press, vol. 81(3), pages 511-515, August.
    44. Piirainen, Kalle A. & Tanner, Anne Nygaard & Alkærsig, Lars, 2017. "Regional foresight and dynamics of smart specialization: A typology of regional diversification patterns," Technological Forecasting and Social Change, Elsevier, vol. 115(C), pages 289-300.
    45. Santini, Cristina & Marinelli, Elisabetta & Boden, Mark & Cavicchi, Alessio & Haegeman, Karel, 2016. "Reducing the distance between thinkers and doers in the entrepreneurial discovery process: An exploratory study," Journal of Business Research, Elsevier, vol. 69(5), pages 1840-1844.
    46. Donato Iacobucci, 2014. "Designing and Implementing a Smart Specialisation Strategy at Regional Level: Some Open Questions," SCIENZE REGIONALI, FrancoAngeli Editore, vol. 2014(1), pages 107-126.
    47. Dirk Meissner & Alexander Sokolov, 2013. "Foresight and science, technology and innovation indicators," Chapters, in: Fred Gault (ed.), Handbook of Innovation Indicators and Measurement, chapter 16, pages 381-402, Edward Elgar Publishing.
    48. Joel Mokyr & Chris Vickers & Nicolas L. Ziebarth, 2015. "The History of Technological Anxiety and the Future of Economic Growth: Is This Time Different?," Journal of Economic Perspectives, American Economic Association, vol. 29(3), pages 31-50, Summer.
    49. Terutomo Ozawa, 2009. "The Rise of Asia," Books, Edward Elgar Publishing, number 13084.
    50. Zacharakis, Andrew L. & Shepherd, Dean A. & Coombs, Joseph E., 2003. "The development of venture-capital-backed internet companies: An ecosystem perspective," Journal of Business Venturing, Elsevier, vol. 18(2), pages 217-231, March.
    51. Henry Sauermann & Michael Roach, 2012. "Science PhD Career Preferences: Levels, Changes, and Advisor Encouragement," PLOS ONE, Public Library of Science, vol. 7(5), pages 1-9, May.
    52. Jiaming Jiang & Rajeev K. Goel & Xingyuan Zhang, 2019. "Knowledge flows from business method software patents: influence of firms’ global social networks," The Journal of Technology Transfer, Springer, vol. 44(4), pages 1070-1096, August.
    53. repec:hig:wpaper:wp-brp-09-sti-2013 is not listed on IDEAS
    54. Cerulli, Giovanni & Filippetti, Andrea, 2012. "The complementary nature of technological capabilities: Measurement and robustness issues," Technological Forecasting and Social Change, Elsevier, vol. 79(5), pages 875-887.
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    1. Bruno Brandão Fischer & Maxim Kotsemir & Dirk Meissner & Ekaterina Streltsova, 2020. "Patents for evidence-based decision-making and smart specialisation," The Journal of Technology Transfer, Springer, vol. 45(6), pages 1748-1774, December.
    2. Galymkair Mutanov & Aziza Zhuparova & Dinara Zhaisanova, 2020. "Measuring the Knowledge-Based Performance Efficiency in the Oil-Exported Countries," Montenegrin Journal of Economics, Economic Laboratory for Transition Research (ELIT), vol. 16(3), pages 109-122.
    3. Yoruk, Esin & Radosevic, Slavo & Fischer, Bruno, 2023. "Technological profiles, upgrading and the dynamics of growth: Country-level patterns and trajectories across distinct stages of development," Research Policy, Elsevier, vol. 52(8).
    4. Xin Nie & Jianxian Wu & Han Wang & Lihua Li & Chengdao Huang & Weijuan Li & Zhuxia Wei, 2022. "Booster or Stumbling Block? The Role of Environmental Regulation in the Coupling Path of Regional Innovation under the Porter Hypothesis," Sustainability, MDPI, vol. 14(5), pages 1-20, March.
    5. Hannan Amoozad Mahdiraji & Fatemeh Yaftiyan & Aliasghar Abbasi-Kamardi & Vahid Jafari-Sadeghi & Jean-Michel Sahut & Leo-Paul Dana, 2023. "A synthesis of boundary conditions with adopting digital platforms in SMEs: an intuitionistic multi-layer decision-making framework," The Journal of Technology Transfer, Springer, vol. 48(5), pages 1723-1751, October.

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    More about this item

    Keywords

    Technological development; Technological specialization; Patent statistics;
    All these keywords.

    JEL classification:

    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • O34 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Intellectual Property and Intellectual Capital
    • O38 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Government Policy
    • O57 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Comparative Studies of Countries

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