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R&D Collaboration Strategies for Innovation: An Empirical Study Through Social Network Analysis

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  • Antonello Cammarano

    (Department of Industrial Engineering, University of Salerno, Via Giovanni Paolo II, 132, 84084 Fisciano, SA, Italy)

  • Mauro Caputo

    (Department of Industrial Engineering, University of Salerno, Via Giovanni Paolo II, 132, 84084 Fisciano, SA, Italy)

  • Emilia Lamberti

    (Department of Industrial Engineering, University of Salerno, Via Giovanni Paolo II, 132, 84084 Fisciano, SA, Italy)

  • Francesca Michelino

    (Department of Industrial Engineering, University of Salerno, Via Giovanni Paolo II, 132, 84084 Fisciano, SA, Italy)

Abstract

The paper investigates the impact of network strategies on innovation strategies carried out in 2011 by 44 top R&D spending bio-pharmaceutical companies. Gathering patent and accounting data, we built the business network of joint development activities making use of social network analysis (SNA). Our findings show that each network strategy is related to different innovation strategies, confirming that social network analysis is an effective instrument for explaining why firms enter into R&D agreements with partners and the linkage of such collaborations with the overall innovation strategy.

Suggested Citation

  • Antonello Cammarano & Mauro Caputo & Emilia Lamberti & Francesca Michelino, 2017. "R&D Collaboration Strategies for Innovation: An Empirical Study Through Social Network Analysis," International Journal of Innovation and Technology Management (IJITM), World Scientific Publishing Co. Pte. Ltd., vol. 14(01), pages 1-24, February.
  • Handle: RePEc:wsi:ijitmx:v:14:y:2017:i:01:n:s0219877017400016
    DOI: 10.1142/S0219877017400016
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    References listed on IDEAS

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    1. Masao Nakamura & John Hagedoorn & Hans van Kranenburg & Richard N. Osborn, 2003. "Joint patenting amongst companies - exploring the effects of inter-firm R&D partnering and experience," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 24(2-3), pages 71-84.
    2. James G. March, 1991. "Exploration and Exploitation in Organizational Learning," Organization Science, INFORMS, vol. 2(1), pages 71-87, February.
    3. Cooke, Phil, 2005. "Regionally asymmetric knowledge capabilities and open innovation: Exploring 'Globalisation 2'--A new model of industry organisation," Research Policy, Elsevier, vol. 34(8), pages 1128-1149, October.
    4. Carol Corrado & Charles Hulten & Daniel Sichel, 2009. "Intangible Capital And U.S. Economic Growth," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 55(3), pages 661-685, September.
    5. Mariana Mazzucato & Massimiliano Tancioni, 2013. "R&D, Patents and Stock Return Volatility," Economic Complexity and Evolution, in: Andreas Pyka & Esben Sloth Andersen (ed.), Long Term Economic Development, edition 127, pages 341-362, Springer.
    6. Gordon Rausser, 1999. "Private/Public Research: Knowledge Assets and Future Scenarios," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 81(5), pages 1011-1027.
    7. 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.
    8. Nick Johnstone & Ivan Haščič & Julie Poirier & Marion Hemar & Christian Michel, 2012. "Environmental policy stringency and technological innovation: evidence from survey data and patent counts," Applied Economics, Taylor & Francis Journals, vol. 44(17), pages 2157-2170, June.
    9. Douglas J. Miller, 2004. "Firms' technological resources and the performance effects of diversification: a longitudinal study," Strategic Management Journal, Wiley Blackwell, vol. 25(11), pages 1097-1119, November.
    10. Pavitt, Keith, 1984. "Sectoral patterns of technical change: Towards a taxonomy and a theory," Research Policy, Elsevier, vol. 13(6), pages 343-373, December.
    11. Zi-Lin He & Poh-Kam Wong, 2004. "Exploration vs. Exploitation: An Empirical Test of the Ambidexterity Hypothesis," Organization Science, INFORMS, vol. 15(4), pages 481-494, August.
    12. Benfratello, Luigi & Sembenelli, Alessandro, 2002. "Research joint ventures and firm level performance," Research Policy, Elsevier, vol. 31(4), pages 493-507, May.
    13. Belderbos, Rene & Carree, Martin & Lokshin, Boris, 2004. "Cooperative R&D and firm performance," Research Policy, Elsevier, vol. 33(10), pages 1477-1492, December.
    14. 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.
    15. Gregory D. Graff, 2003. "Observing Technological Trajectories in Patent Data: Empirical Methods to Study the Emergence and Growth of New Technologies," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 85(5), pages 1266-1274.
    16. Gautam Ahuja & Curba Morris Lampert, 2001. "Entrepreneurship in the large corporation: a longitudinal study of how established firms create breakthrough inventions," Strategic Management Journal, Wiley Blackwell, vol. 22(6‐7), pages 521-543, June.
    17. Herbert A. Simon, 1991. "Bounded Rationality and Organizational Learning," Organization Science, INFORMS, vol. 2(1), pages 125-134, February.
    18. Hee‐Jae Cho & Vladimir Pucik, 2005. "Relationship between innovativeness, quality, growth, profitability, and market value," Strategic Management Journal, Wiley Blackwell, vol. 26(6), pages 555-575, June.
    19. Takaaki Ohnishi & Hideki Takayasu & Misako Takayasu, 2010. "Network motifs in an inter-firm network," Journal of Economic Interaction and Coordination, Springer;Society for Economic Science with Heterogeneous Interacting Agents, vol. 5(2), pages 171-180, December.
    20. Masao Nakamura & Masao Nakamura, 2003. "Research alliances and collaborations: Introduction to the special issue," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 24(2-3), pages 47-49.
    21. Belderbos, Rene & Carree, Martin & Lokshin, Boris, 2004. "Cooperative R&D and firm performance," Research Policy, Elsevier, vol. 33(10), pages 1477-1492, December.
    22. Lee Fleming, 2001. "Recombinant Uncertainty in Technological Search," Management Science, INFORMS, vol. 47(1), pages 117-132, January.
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    Cited by:

    1. Vincenzo Varriale & Antonello Cammarano & Francesca Michelino & Mauro Caputo, 2021. "Sustainable Supply Chains with Blockchain, IoT and RFID: A Simulation on Order Management," Sustainability, MDPI, vol. 13(11), pages 1-23, June.
    2. Federica Bianco & Marica Venezia, 2019. "Features of R&D Teams and Innovation Performances of Sustainable Firms: Evidence from the “Sustainability Pioneers” in the IT Hardware Industry," Sustainability, MDPI, vol. 11(17), pages 1-19, August.
    3. Antonello Cammarano & Vincenzo Varriale & Francesca Michelino & Mauro Caputo, 2022. "Open and Crowd-Based Platforms: Impact on Organizational and Market Performance," Sustainability, MDPI, vol. 14(4), pages 1-26, February.
    4. Davide Aloini & Riccardo Dulmin & Valeria Mininno & Alessandro Stefanini & Pierluigi Zerbino, 2020. "Driving the Transition to a Circular Economic Model: A Systematic Review on Drivers and Critical Success Factors in Circular Economy," Sustainability, MDPI, vol. 12(24), pages 1-14, December.
    5. Lan Li & Gang Li & Fu-Sheng Tsai & Hsiu-Yu Lee & Chien-Hsing Lee, 2019. "The Effects of Corporate Social Responsibility on Service Innovation Performance: The Role of Dynamic Capability for Sustainability," Sustainability, MDPI, vol. 11(10), pages 1-20, May.
    6. Francesca Michelino & Antonello Cammarano & Andrea Celone & Mauro Caputo, 2019. "The Linkage between Sustainability and Innovation Performance in IT Hardware Sector," Sustainability, MDPI, vol. 11(16), pages 1-15, August.
    7. Fiori, Giovana Maria Lanchoti & Basso, Fernanda Gisele & Porto, Geciane Silveira, 2022. "Cooperation in R&D in the pharmaceutical industry: Technological and clinical trial networks in oncology," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
    8. Maria Federica Cordova & Andrea Celone, 2019. "SDGs and Innovation in the Business Context Literature Review," Sustainability, MDPI, vol. 11(24), pages 1-14, December.
    9. Massimiliano Ferrara & Roberto Mavilia & Bruno Antonio Pansera, 2017. "Extracting knowledge patterns with a social network analysis approach: an alternative methodology for assessing the impact of power inventors," Scientometrics, Springer;Akadémiai Kiadó, vol. 113(3), pages 1593-1625, December.

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