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The relation between knowledge accumulation and technical value in interdisciplinary technologies

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  • Chandra, Praveena
  • Dong, Andy

Abstract

A challenging task in technology management is the early identification of potentially valuable inventions. The depth, breadth, and age of the body of knowledge underlying an invention are theorized to indicate the technical experience of the sectors relevant to the invention. Prior research assessing this body of knowledge have focused on the content of knowledge through bibliometric and semantic indicators but neglected the structural role of knowledge underlying a patent. Focusing on technical value, we propose a new metric that accounts for the structural maturity of knowledge preceding an invention. Using a composite patent value and multiple generation citation networks, we compare knowledge accumulation in 60 originating patents for inventions in the energy-harvesting sector over a 100-year observation period, resulting in an analysis of 1900 patents. The results indicate that our metric for knowledge accumulation reveals a statistically significant correlation between the structural maturity of the knowledge that contributes to the specific invention and technical value of a patent. The structural view on knowledge accumulation explains at least as much variance in the composite value of patents as current knowledge content-based indicators, and, unlike those indicators, is useful as a leading rather than lagging indicator. This metric can therefore find application in technology forecasting as a forward indicator of the technical value of inventions.

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  • Chandra, Praveena & Dong, Andy, 2018. "The relation between knowledge accumulation and technical value in interdisciplinary technologies," Technological Forecasting and Social Change, Elsevier, vol. 128(C), pages 235-244.
    • Handle: RePEc:eee:tefoso:v:128:y:2018:i:c:p:235-244
    DOI: 10.1016/j.techfore.2017.12.006
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    as
    1. Bronwyn H. Hall & Adam B. Jaffe & Manuel Trajtenberg, 2000. "Market Value and Patent Citations: A First Look," NBER Working Papers 7741, National Bureau of Economic Research, Inc.
    2. Janghyeok Yoon & Sungchul Choi & Kwangsoo Kim, 2011. "Invention property-function network analysis of patents: a case of silicon-based thin film solar cells," Scientometrics, Springer;Akadémiai Kiadó, vol. 86(3), pages 687-703, March.
    3. Bruno Pottelsberghe de la Potterie & Nicolas Zeebroeck, 2008. "A brief history of space and time: The scope-year index as a patent value indicator based on families and renewals," Scientometrics, Springer;Akadémiai Kiadó, vol. 75(2), pages 319-338, May.
    4. Joshua Lerner, 1994. "The Importance of Patent Scope: An Empirical Analysis," RAND Journal of Economics, The RAND Corporation, vol. 25(2), pages 319-333, Summer.
    5. Bronwyn H. Hall & Grid Thoma & Salvatore Torrisi, 2006. "The market value of patents and R&D: Evidence from European firms," KITeS Working Papers 186, KITeS, Centre for Knowledge, Internationalization and Technology Studies, Universita' Bocconi, Milano, Italy, revised Nov 2006.
    6. Bart Verspagen, 2007. "Mapping Technological Trajectories As Patent Citation Networks: A Study On The History Of Fuel Cell Research," Advances in Complex Systems (ACS), World Scientific Publishing Co. Pte. Ltd., vol. 10(01), pages 93-115.
    7. Dirk Czarnitzki & Katrin Hussinger & Cédric Schneider, 2009. "Why Challenge the Ivory Tower? New Evidence on the Basicness of Academic Patents," Kyklos, Wiley Blackwell, vol. 62(4), pages 488-499, November.
    8. Nicolas van Zeebroeck & Bruno van Pottelsberghe de la Potterie, 2011. "The vulnerability of patent value determinants," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 20(3), pages 283-308.
    9. Albert, M. B. & Avery, D. & Narin, F. & McAllister, P., 1991. "Direct validation of citation counts as indicators of industrially important patents," Research Policy, Elsevier, vol. 20(3), pages 251-259, June.
    10. Grimaldi, Michele & Cricelli, Livio & Di Giovanni, Martina & Rogo, Francesco, 2015. "The patent portfolio value analysis: A new framework to leverage patent information for strategic technology planning," Technological Forecasting and Social Change, Elsevier, vol. 94(C), pages 286-302.
    11. Gamal Atallah & Gabriel Rodríguez, 2006. "Indirect patent citations," Scientometrics, Springer;Akadémiai Kiadó, vol. 67(3), pages 437-465, June.
    12. Huutoniemi, Katri & Klein, Julie Thompson & Bruun, Henrik & Hukkinen, Janne, 2010. "Analyzing interdisciplinarity: Typology and indicators," Research Policy, Elsevier, vol. 39(1), pages 79-88, February.
    13. Roberto Fontana & Alessandro Nuvolari & Bart Verspagen, 2009. "Mapping technological trajectories as patent citation networks. An application to data communication standards," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 18(4), pages 311-336.
    14. Bessen, James, 2008. "The value of U.S. patents by owner and patent characteristics," Research Policy, Elsevier, vol. 37(5), pages 932-945, June.
    15. Justus Baron & Henry Delcamp, 2012. "The private and social value of patents in discrete and cumulative innovation," Scientometrics, Springer;Akadémiai Kiadó, vol. 90(2), pages 581-606, February.
    16. Bronwyn H. Hall & Adam Jaffe & Manuel Trajtenberg, 2005. "Market Value and Patent Citations," RAND Journal of Economics, The RAND Corporation, vol. 36(1), pages 16-38, Spring.
    17. Manuel Trajtenberg & Rebecca Henderson & Adam Jaffe, 1997. "University Versus Corporate Patents: A Window On The Basicness Of Invention," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 5(1), pages 19-50.
    18. Christian Sternitzke, 2009. "Defining triadic patent families as a measure of technological strength," Scientometrics, Springer;Akadémiai Kiadó, vol. 81(1), pages 91-109, October.
    19. von Wartburg, Iwan & Teichert, Thorsten & Rost, Katja, 2005. "Inventive progress measured by multi-stage patent citation analysis," Research Policy, Elsevier, vol. 34(10), pages 1591-1607, December.
    20. Zhuang, Enyu & Chen, Guanrong & Feng, Gang, 2011. "A network model of knowledge accumulation through diffusion and upgrade," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 390(13), pages 2582-2592.
    21. 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.
    22. Harhoff, Dietmar & Scherer, Frederic M. & Vopel, Katrin, 2003. "Citations, family size, opposition and the value of patent rights," Research Policy, Elsevier, vol. 32(8), pages 1343-1363, September.
    23. Arthur, W. Brian, 2007. "The structure of invention," Research Policy, Elsevier, vol. 36(2), pages 274-287, March.
    24. Atul Nerkar, 2003. "Old Is Gold? The Value of Temporal Exploration in the Creation of New Knowledge," Management Science, INFORMS, vol. 49(2), pages 211-229, February.
    25. Laura McNamee & Fred Ledley, 2013. "Translational Science by Public Biotechnology Companies in the IPO“Class of 2000”: The Impact of Technological Maturity," PLOS ONE, Public Library of Science, vol. 8(12), pages 1-7, December.
    26. Nicolas van Zeebroeck, 2011. "The puzzle of patent value indicators," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 20(1), pages 33-62.
    27. Carpenter, Mark P. & Narin, Francis & Woolf, Patricia, 1981. "Citation rates to technologically important patents," World Patent Information, Elsevier, vol. 3(4), pages 160-163, October.
    28. Harhoff, Dietmar & Gambardella, Alfonso & Verspagen, Bart, 2008. "The Value of European Patents," CEPR Discussion Papers 6848, C.E.P.R. Discussion Papers.
    29. Jiménez-Jiménez, Daniel & Sanz-Valle, Raquel, 2011. "Innovation, organizational learning, and performance," Journal of Business Research, Elsevier, vol. 64(4), pages 408-417, April.
    30. Jan M. Gerken & Martin G. Moehrle, 2012. "A new instrument for technology monitoring: novelty in patents measured by semantic patent analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 91(3), pages 645-670, June.
    31. Xiaojun Hu & Ronald Rousseau & Jin Chen, 2012. "A new approach for measuring the value of patents based on structural indicators for ego patent citation networks," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 63(9), pages 1834-1842, September.
    32. Lizin, Sebastien & Leroy, Julie & Delvenne, Catherine & Dijk, Marc & De Schepper, Ellen & Van Passel, Steven, 2013. "A patent landscape analysis for organic photovoltaic solar cells: Identifying the technology's development phase," Renewable Energy, Elsevier, vol. 57(C), pages 5-11.
    33. Albino, Vito & Ardito, Lorenzo & Dangelico, Rosa Maria & Messeni Petruzzelli, Antonio, 2014. "Understanding the development trends of low-carbon energy technologies: A patent analysis," Applied Energy, Elsevier, vol. 135(C), pages 836-854.
    34. Choe, Hochull & Lee, Duk Hee & Seo, Il Won & Kim, Hee Dae, 2013. "Patent citation network analysis for the domain of organic photovoltaic cells: Country, institution, and technology field," Renewable and Sustainable Energy Reviews, Elsevier, vol. 26(C), pages 492-505.
    35. Reitzig, Markus, 2004. "Improving patent valuations for management purposes--validating new indicators by analyzing application rationales," Research Policy, Elsevier, vol. 33(6-7), pages 939-957, September.
    36. Hu, Xiaojun & Rousseau, Ronald & Chen, Jin, 2011. "On the definition of forward and backward citation generations," Journal of Informetrics, Elsevier, vol. 5(1), pages 27-36.
    37. Jean O. Lanjouw & Mark Schankerman, 2004. "Patent Quality and Research Productivity: Measuring Innovation with Multiple Indicators," Economic Journal, Royal Economic Society, vol. 114(495), pages 441-465, April.
    38. Evenson, Robert E & Kislev, Yoav, 1973. "Research and Productivity in Wheat and Maize," Journal of Political Economy, University of Chicago Press, vol. 81(6), pages 1309-1329, Nov.-Dec..
    39. Fischer, Timo & Leidinger, Jan, 2014. "Testing patent value indicators on directly observed patent value—An empirical analysis of Ocean Tomo patent auctions," Research Policy, Elsevier, vol. 43(3), pages 519-529.
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