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Identification of innovation solvers in open innovation communities using swarm intelligence

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  • Martinez-Torres, Rocio
  • Olmedilla, Maria

Abstract

Open innovation communities represent an effective strategy to provide organizations with a wider range of ideas, reducing the costs associated to R&D. Its main problem is the large volume of information generated in the form of proposed innovations that should be internally processed and executed by employed experts. The purpose of this work consists of identifying the profiles of the so-called innovation solvers using only their participation characteristics extracted from open innovation communities, which are modelled as social networks, and applying particle swarm optimization. Findings can improve the absorptive capacity of organizations by focusing on those users with more chances of generating potentially adoptable ideas.

Suggested Citation

  • Martinez-Torres, Rocio & Olmedilla, Maria, 2016. "Identification of innovation solvers in open innovation communities using swarm intelligence," Technological Forecasting and Social Change, Elsevier, vol. 109(C), pages 15-24.
    • Handle: RePEc:eee:tefoso:v:109:y:2016:i:c:p:15-24
    DOI: 10.1016/j.techfore.2016.05.007
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    1. Miotti, Luis & Sachwald, Frederique, 2003. "Co-operative R&D: why and with whom?: An integrated framework of analysis," Research Policy, Elsevier, vol. 32(8), pages 1481-1499, September.
    2. Morrison, Pamela D. & Roberts, John H. & Midgley, David F., 2004. "The nature of lead users and measurement of leading edge status," Research Policy, Elsevier, vol. 33(2), pages 351-362, March.
    3. Eric von Hippel, 1986. "Lead Users: A Source of Novel Product Concepts," Management Science, INFORMS, vol. 32(7), pages 791-805, July.
    4. Wang, Chun-Hsien & Chang, Ching-Hsing & Shen, George C., 2015. "The effect of inbound open innovation on firm performance: Evidence from high-tech industry," Technological Forecasting and Social Change, Elsevier, vol. 99(C), pages 222-230.
    5. Arie Y. Lewin & Silvia Massini & Carine Peeters, 2011. "Microfoundations of Internal and External Absorptive Capacity Routines," Organization Science, INFORMS, vol. 22(1), pages 81-98, February.
    6. Jan Leimeister, 2010. "Collective Intelligence," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 2(4), pages 245-248, August.
    7. Gary L. Lilien & Pamela D. Morrison & Kathleen Searls & Mary Sonnack & Eric von Hippel, 2002. "Performance Assessment of the Lead User Idea-Generation Process for New Product Development," Management Science, INFORMS, vol. 48(8), pages 1042-1059, August.
    8. G. Parmentier & Vincent Mangematin, 2014. "Orchestrating innovation with user communities in the creative industries," Post-Print halshs-00848861, HAL.
    9. Ulrich Bretschneider & Jan Marco Leimeister & Lars Mathiassen, 2015. "IT-enabled product innovation: customer motivation for participating in virtual idea communities," International Journal of Product Development, Inderscience Enterprises Ltd, vol. 20(2), pages 126-141.
    10. Pamela D. Morrison & John H. Roberts & Eric von Hippel, 2000. "Determinants of User Innovation and Innovation Sharing in a Local Market," Management Science, INFORMS, vol. 46(12), pages 1513-1527, December.
    11. Martínez-Torres, M.R. & Díaz-Fernández, M.C. & Toral, S.L. & Barrero, F., 2015. "The moderating role of prior experience in technological acceptance models for ubiquitous computing services in urban environments," Technological Forecasting and Social Change, Elsevier, vol. 91(C), pages 146-160.
    12. G. Parmentier & Vincent Mangematin, 2014. "Orchestrating innovation with user communities in the creative industries," Grenoble Ecole de Management (Post-Print) halshs-00848861, HAL.
    13. Berthon, Pierre R. & Pitt, Leyland F. & McCarthy, Ian & Kates, Steven M., 2007. "When customers get clever: Managerial approaches to dealing with creative consumers," Business Horizons, Elsevier, vol. 50(1), pages 39-47.
    14. Parmentier, Guy & Mangematin, Vincent, 2014. "Orchestrating innovation with user communities in the creative industries," Technological Forecasting and Social Change, Elsevier, vol. 83(C), pages 40-53.
    15. Martin Schreier & Stefan Oberhauser & Reinhard Prügl, 2007. "Lead users and the adoption and diffusion of new products: Insights from two extreme sports communities," Marketing Letters, Springer, vol. 18(1), pages 15-30, June.
    16. Christian Terwiesch & Yi Xu, 2008. "Innovation Contests, Open Innovation, and Multiagent Problem Solving," Management Science, INFORMS, vol. 54(9), pages 1529-1543, September.
    17. Mahr, Dominik & Lievens, Annouk, 2012. "Virtual lead user communities: Drivers of knowledge creation for innovation," Research Policy, Elsevier, vol. 41(1), pages 167-177.
    18. Franke, Nikolaus & Shah, Sonali, 2003. "How communities support innovative activities: an exploration of assistance and sharing among end-users," Research Policy, Elsevier, vol. 32(1), pages 157-178, January.
    19. Jan Kratzer & Christopher Lettl, 2009. "Distinctive Roles of Lead Users and Opinion Leaders in the Social Networks of Schoolchildren," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 36(4), pages 646-659, December.
    20. Barry L. Bayus, 2013. "Crowdsourcing New Product Ideas over Time: An Analysis of the Dell IdeaStorm Community," Management Science, INFORMS, vol. 59(1), pages 226-244, June.
    21. Yoshida, Daichi & Miyazawa, Jun-ichi & Takahashi, Shingo, 2014. "Role of community in user innovation generation and diffusion—Focusing on non-brand communities in the mountain climbing market," Technological Forecasting and Social Change, Elsevier, vol. 88(C), pages 1-15.
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    Cited by:

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    5. Divakaran, Pradeep Kumar Ponnamma, 2017. "The netnographic method as early warning: Linking antecedents of pre-release behavior of technology-enabled community to future market trends," Technological Forecasting and Social Change, Elsevier, vol. 125(C), pages 245-257.
    6. Silva, Sergio Evangelista & Venâncio, Ana & Silva, Joaquim Ramos & Gonçalves, Carlos Alberto, 2020. "Open innovation in science parks: The role of public policies," Technological Forecasting and Social Change, Elsevier, vol. 151(C).
    7. Dell'Era, Claudio & Di Minin, Alberto & Ferrigno, Giulio & Frattini, Federico & Landoni, Paolo & Verganti, Roberto, 2020. "Value capture in open innovation processes with radical circles: A qualitative analysis of firms’ collaborations with Slow Food, Memphis, and Free Software Foundation," Technological Forecasting and Social Change, Elsevier, vol. 158(C).
    8. Olmedilla, M. & Send, H. & Toral, S.L., 2019. "Identification of the unique attributes and topics within Smart Things Open Innovation Communities," Technological Forecasting and Social Change, Elsevier, vol. 146(C), pages 133-147.
    9. Ghasemzadeh, Khatereh & Bortoluzzi, Guido & Yordanova, Zornitsa, 2022. "Collaborating with users to innovate: A systematic literature review," Technovation, Elsevier, vol. 116(C).

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