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Interorganizational Collaboration in Innovation Networks: An Agent Based Model for Responsible Research and Innovation in Additive Manufacturing

Author

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  • Enrico Cozzoni

    (Grado Zero Espace S.r.l., Via Nove 2/A, Montelupo Fiorentino, 50056 Florence, Italy)

  • Carmine Passavanti

    (Department. of Industrial Engineering, University of Naples Federico II, 80125 Naples, Italy)

  • Cristina Ponsiglione

    (Department. of Industrial Engineering, University of Naples Federico II, 80125 Naples, Italy)

  • Simonetta Primario

    (Department. of Industrial Engineering, University of Naples Federico II, 80125 Naples, Italy)

  • Pierluigi Rippa

    (Department. of Industrial Engineering, University of Naples Federico II, 80125 Naples, Italy)

Abstract

The significant progress in scientific research and innovation has led to the need for a new paradigm to legitimise the innovation process in society and politics. The European Union, with the Horizon 2020 framework program and Horizon Europe, institutionalises this change by defining the concept of responsible research and innovation (RRI), aiming at greater inclusiveness and sustainability in the research and innovation processes. This paper aimed to present an agent-based model (ABM) to simulate the dynamics between the different actors that cooperate within networks during the innovation process, taking the inclinations toward RRI practices into account. The different types of agent, their characteristics, and the different strategies that they follow have been formulated within the Horizon 2020 project I AM RRI-Webs of Innovation Value Chains (IVCs) of Additive Manufacturing (AM) under consideration of RRI. Besides, some experiments are reported to validate the model, ensuring its rigor and making our model a useful tool for policymakers, assisting them in defining strategic guidelines for disseminating and encouraging RRI best practices and defining the critical factors of the innovative cooperative process.

Suggested Citation

  • Enrico Cozzoni & Carmine Passavanti & Cristina Ponsiglione & Simonetta Primario & Pierluigi Rippa, 2021. "Interorganizational Collaboration in Innovation Networks: An Agent Based Model for Responsible Research and Innovation in Additive Manufacturing," Sustainability, MDPI, vol. 13(13), pages 1-17, July.
  • Handle: RePEc:gam:jsusta:v:13:y:2021:i:13:p:7460-:d:588346
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    1. Matteo Richiardi & Roberto Leombruni & Nicole J. Saam & Michele Sonnessa, 2006. "A Common Protocol for Agent-Based Social Simulation," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 9(1), pages 1-15.
    2. Richard Bookstaber & Mark Paddrik & Brian Tivnan, 2018. "An agent-based model for financial vulnerability," Journal of Economic Interaction and Coordination, Springer;Society for Economic Science with Heterogeneous Interacting Agents, vol. 13(2), pages 433-466, July.
    3. Andy Stirling, 2007. "A General Framework for Analysing Diversity in Science, Technology and Society," SPRU Working Paper Series 156, SPRU - Science Policy Research Unit, University of Sussex Business School.
    4. R. W. Conway & B. M. Johnson & W. L. Maxwell, 1959. "Some Problems of Digital Systems Simulation," Management Science, INFORMS, vol. 6(1), pages 92-110, October.
    5. Gilbert, Nigel & Ahrweiler, Petra & Pyka, Andreas, 2007. "Learning in innovation networks: Some simulation experiments," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 378(1), pages 100-109.
    6. Rune Dahl Fitjar & Paul Benneworth & Bjørn Terje Asheim, 2019. "Towards regional responsible research and innovation? Integrating RRI and RIS3 in European innovation policy," Science and Public Policy, Oxford University Press, vol. 46(5), pages 772-783.
    7. Ingrid Vigna & Angelo Besana & Elena Comino & Alessandro Pezzoli, 2021. "Application of the Socio-Ecological System Framework to Forest Fire Risk Management: A Systematic Literature Review," Sustainability, MDPI, vol. 13(4), pages 1-20, February.
    8. Fischer, Thomas & Riedler, Jesper, 2014. "Prices, debt and market structure in an agent-based model of the financial market," Journal of Economic Dynamics and Control, Elsevier, vol. 48(C), pages 95-120.
    9. Joshua M. Epstein & Robert L. Axtell, 1996. "Growing Artificial Societies: Social Science from the Bottom Up," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262550253, December.
    10. Davide Secchi & Martin Neumann (ed.), 2016. "Agent-Based Simulation of Organizational Behavior," Springer Books, Springer, edition 1, number 978-3-319-18153-0, September.
    11. Bernd Carsten Stahl, 2013. "Responsible research and innovation: The role of privacy in an emerging framework," Science and Public Policy, Oxford University Press, vol. 40(6), pages 708-716, September.
    12. Zhang, Tao & Zhang, David, 2007. "Agent-based simulation of consumer purchase decision-making and the decoy effect," Journal of Business Research, Elsevier, vol. 60(8), pages 912-922, August.
    13. Richard Owen & Phil Macnaghten & Jack Stilgoe, 2012. "Responsible research and innovation: From science in society to science for society, with society," Science and Public Policy, Oxford University Press, vol. 39(6), pages 751-760, December.
    14. Petra Ahrweiler, 2017. "Agent-based simulation for science, technology, and innovation policy," Scientometrics, Springer;Akadémiai Kiadó, vol. 110(1), pages 391-415, January.
    15. Nigel Gilbert & Andreas Pyka & Petra Ahrweiler, 2001. "Innovation Networks - a Simulation Approach," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 4(3), pages 1-8.
    16. Garcia, Rosanna & Rummel, Paul & Hauser, John, 2007. "Validating agent-based marketing models through conjoint analysis," Journal of Business Research, Elsevier, vol. 60(8), pages 848-857, August.
    17. Richard M. Burton, 2003. "Computational Laboratories for Organization Science: Questions, Validity and Docking," Computational and Mathematical Organization Theory, Springer, vol. 9(2), pages 91-108, July.
    18. Carla Gonzales-Gemio & Claudio Cruz-Cázares & Mary Jane Parmentier, 2020. "Responsible Innovation in SMEs: A Systematic Literature Review for a Conceptual Model," Sustainability, MDPI, vol. 12(24), pages 1-27, December.
    19. Cristina Ponsiglione & Ivana Quinto & Giuseppe Zollo, 2018. "Regional Innovation Systems as Complex Adaptive Systems: The Case of Lagging European Regions," Sustainability, MDPI, vol. 10(8), pages 1-19, August.
    20. Andreia Marques Postal & Gabriela Benatti & Mar Palmeros Parada & Lotte Asveld & Patrícia Osseweijer & José Maria F. J. Da Silveira, 2020. "The Role of Participation in the Responsible Innovation Framework for Biofuels Projects: Can It Be Assessed?," Sustainability, MDPI, vol. 12(24), pages 1-18, December.
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    1. Lafuente, Esteban & Vaillant, Yancy & Rabetino, Rodrigo, 2023. "Digital disruption of optimal co-innovation configurations," Technovation, Elsevier, vol. 125(C).

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