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The Value of Failures in Pharmaceutical R&D

Author

Listed:
  • Jing-Yuan Chio

    (IMT School for Advanced Studies Lucca)

  • Laura Magazzini

    (Department of Economics, University of Verona)

  • Fabio Pammolli

    (IMT School for Advanced Studies Lucca and CERM Foundation)

  • Massimo Riccaboni

    (IMT School for Advanced Studies Lucca and Department of Managerial Economics, Strategy and Innovation, K.U. Leuven)

Abstract

We build a cumulative innovation model in which both success and failure provide valuable information for future research. To test this learning mechanism, we use a dataset covering outcomes of world-wide R&D projects in the pharmaceutical industry, and proxy knowledge flows with forward citations received by patents associated with each project. Empirical results confirm theoretical predictions that patents associated with successfully completed projects (i.e., leading to drug launch on the market) receive more citations than those associated to failed (terminated) projects, which in turn are cited more often than patents lacking clinical or preclinical information. We therefore offer evidence of the value of failures as research inputs in (pharmaceutical) innovation

Suggested Citation

  • Jing-Yuan Chio & Laura Magazzini & Fabio Pammolli & Massimo Riccaboni, 2012. "The Value of Failures in Pharmaceutical R&D," Working Papers 1/2012, IMT School for Advanced Studies Lucca, revised Jan 2012.
  • Handle: RePEc:ial:wpaper:1/2012
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    File URL: http://eprints.imtlucca.it/1202/1/EIC_WP_1_2012.pdf
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    References listed on IDEAS

    as
    1. Juan Alcácer & Michelle Gittelman, 2006. "Patent Citations as a Measure of Knowledge Flows: The Influence of Examiner Citations," The Review of Economics and Statistics, MIT Press, vol. 88(4), pages 774-779, November.
    2. Iain M. Cockburn & Rebecca M. Henderson, 1998. "Absorptive Capacity, Coauthoring Behavior, and the Organization of Research in Drug Discovery," Journal of Industrial Economics, Wiley Blackwell, vol. 46(2), pages 157-182, June.
    3. Laura Magazzini & Fabio Pammolli & Massimo Riccaboni & Maria Alessandra Rossi, 2009. "Patent disclosure and R&D competition in pharmaceuticals," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 18(5), pages 467-486.
    4. HALLER, Hans & PAVLOPOULOS, Anthony, 2002. "Technological failure, economic success," LIDAM Reprints CORE 1730, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    5. Fabio Pammolli & Massimo Riccaboni & Laura Magazzini, 2010. "The productivity crisis in pharmaceutical R&D," Working Papers 06/2010, University of Verona, Department of Economics.
    6. Maria Alessandra Rossi & Fabio Pammolli, 2005. "Intellectual property, technological regimes and market dynamics," ECONOMIA E POLITICA INDUSTRIALE, FrancoAngeli Editore, vol. 2005(2).
    7. 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.
    8. Hans Haller & Anthony Pavlopoulos, 2002. "Technological Failure, Economic Success," International Game Theory Review (IGTR), World Scientific Publishing Co. Pte. Ltd., vol. 4(04), pages 415-434.
    9. Shalem, Roy & Trajtenberg, Manuel, 2009. "The Market for R&D Failures," Foerder Institute for Economic Research Working Papers 275729, Tel-Aviv University > Foerder Institute for Economic Research.
    10. G. M.P. Swann, 2009. "The Economics of Innovation," Books, Edward Elgar Publishing, number 13211.
    11. John Sutton, 2001. "Technology and Market Structure: Theory and History," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262692643, April.
    12. Fershtman, Chaim & Rubinstein, Ariel, 1997. "A Simple Model of Equilibrium in Search Procedures," Journal of Economic Theory, Elsevier, vol. 72(2), pages 432-441, February.
    13. Pavitt, Keith, 1984. "Sectoral patterns of technical change: Towards a taxonomy and a theory," Research Policy, Elsevier, vol. 13(6), pages 343-373, December.
    14. Paul Ingram & Joel A. C. Baum, 1997. "Opportunity And Constraint: Organizations’ Learning From The Operating And Competitive Experience Of Industries," Strategic Management Journal, Wiley Blackwell, vol. 18(S1), pages 75-98, July.
    15. Joel A. C. Baum & Kristina B. Dahlin, 2007. "Aspiration Performance and Railroads’ Patterns of Learning from Train Wrecks and Crashes," Organization Science, INFORMS, vol. 18(3), pages 368-385, June.
    16. Orsenigo, L. & Pammolli, F. & Riccaboni, Massimo, 2001. "Technological change and network dynamics: Lessons from the pharmaceutical industry," Research Policy, Elsevier, vol. 30(3), pages 485-508, March.
    17. Joel A. C. Baum & Paul Ingram, 1998. "Survival-Enhancing Learning in the Manhattan Hotel Industry, 1898--1980," Management Science, INFORMS, vol. 44(7), pages 996-1016, July.
    18. Ricardo J. Caballero & Adam B. Jaffe, 1993. "How High Are the Giants' Shoulders: An Empirical Assessment of Knowledge Spillovers and Creative Destruction in a Model of Economic Growth," NBER Chapters, in: NBER Macroeconomics Annual 1993, Volume 8, pages 15-86, National Bureau of Economic Research, Inc.
    19. Adam B. Jaffe & Manuel Trajtenberg & Michael S. Fogarty, 2000. "The Meaning of Patent Citations: Report on the NBER/Case-Western Reserve Survey of Patentees," NBER Working Papers 7631, National Bureau of Economic Research, Inc.
    20. Wesley M. Cohen & Richard R. Nelson & John P. Walsh, 2000. "Protecting Their Intellectual Assets: Appropriability Conditions and Why U.S. Manufacturing Firms Patent (or Not)," NBER Working Papers 7552, National Bureau of Economic Research, Inc.
    21. Herriott, Scott R & Levinthal, Daniel & March, James G, 1985. "Learning from Experience in Organizations," American Economic Review, American Economic Association, vol. 75(2), pages 298-302, May.
    22. repec:bla:jindec:v:46:y:1998:i:2:p:157-82 is not listed on IDEAS
    23. Jacques Michel & Bernd Bettels, 2001. "Patent citation analysis.A closer look at the basic input data from patent search reports," Scientometrics, Springer;Akadémiai Kiadó, vol. 51(1), pages 185-201, April.
    24. Jean O. Lanjouw & Mark Schankerman, 1999. "The Quality of Ideas: Measuring Innovation with Multiple Indicators," NBER Working Papers 7345, National Bureau of Economic Research, Inc.
    25. Lanjouw, Jean O. & Cockburn, Iain M., 2001. "New Pills for Poor People? Empirical Evidence after GATT," World Development, Elsevier, vol. 29(2), pages 265-289, February.
    26. 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.
    27. Peter M. Madsen, 2009. "These Lives Will Not Be Lost in Vain: Organizational Learning from Disaster in U.S. Coal Mining," Organization Science, INFORMS, vol. 20(5), pages 861-875, 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. Jerker Denrell, 2003. "Vicarious Learning, Undersampling of Failure, and the Myths of Management," Organization Science, INFORMS, vol. 14(3), pages 227-243, June.
    30. Arundel, Anthony & Kabla, Isabelle, 1998. "What percentage of innovations are patented? empirical estimates for European firms," Research Policy, Elsevier, vol. 27(2), pages 127-141, June.
    31. DiMasi, Joseph A. & Hansen, Ronald W. & Grabowski, Henry G., 2003. "The price of innovation: new estimates of drug development costs," Journal of Health Economics, Elsevier, vol. 22(2), pages 151-185, March.
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    Cited by:

    1. Branstetter, Lee & Chatterjee, Chirantan & Higgins, Matthew J., 2022. "Generic competition and the incentives for early-stage pharmaceutical innovation," Research Policy, Elsevier, vol. 51(10).
    2. BELDERBOS, René & GILSING, Victor & SUZUKI, Shinya, 2015. "Direct And Mediated Ties To Universities: ‘Scientific’ Absorptive Capacity And Innovation Performance Of Pharmaceutical Firms," Discussion paper series 2015-06, Hitotsubashi Institute for Advanced Study, Hitotsubashi University.
    3. Ruiz-Conde, Enar & Wieringa, Jaap E. & Leeflang, Peter S.H., 2014. "Competitive diffusion of new prescription drugs: The role of pharmaceutical marketing investment," Technological Forecasting and Social Change, Elsevier, vol. 88(C), pages 49-63.
    4. Gamba, Simona, 2017. "The Effect of Intellectual Property Rights on Domestic Innovation in the Pharmaceutical Sector," World Development, Elsevier, vol. 99(C), pages 15-27.

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    More about this item

    Keywords

    R&D competition; patent policy; pharmaceutical industry;
    All these keywords.

    JEL classification:

    • D23 - Microeconomics - - Production and Organizations - - - Organizational Behavior; Transaction Costs; Property Rights
    • D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness
    • O3 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights

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