IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v13y2021i13p7460-d588346.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/13/13/7460/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/13/13/7460/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. Davide Secchi & Martin Neumann (ed.), 2016. "Agent-Based Simulation of Organizational Behavior," Springer Books, Springer, edition 1, number 978-3-319-18153-0, July.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. 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.
    11. 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.
    12. 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.
    13. 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.
    14. 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.
    15. 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.
    16. 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.
    17. Petra Ahrweiler, 2017. "Agent-based simulation for science, technology, and innovation policy," Scientometrics, Springer;Akadémiai Kiadó, vol. 110(1), pages 391-415, January.
    18. 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.
    19. 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.
    20. 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, April.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Lafuente, Esteban & Vaillant, Yancy & Rabetino, Rodrigo, 2023. "Digital disruption of optimal co-innovation configurations," Technovation, Elsevier, vol. 125(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Flaminio Squazzoni, 2010. "The impact of agent-based models in the social sciences after 15 years of incursions," History of Economic Ideas, Fabrizio Serra Editore, Pisa - Roma, vol. 18(2), pages 197-234.
    2. Friederike Wall, 2016. "Agent-based modeling in managerial science: an illustrative survey and study," Review of Managerial Science, Springer, vol. 10(1), pages 135-193, January.
    3. Karolina Safarzyńska & Jeroen Bergh, 2010. "Evolutionary models in economics: a survey of methods and building blocks," Journal of Evolutionary Economics, Springer, vol. 20(3), pages 329-373, June.
    4. Alice Panciroli & Angela Santangelo & Simona Tondelli, 2020. "Mapping RRI Dimensions and Sustainability into Regional Development Policies and Urban Planning Instruments," Sustainability, MDPI, vol. 12(14), pages 1-31, July.
    5. Rand, William & Rust, Roland T., 2011. "Agent-based modeling in marketing: Guidelines for rigor," International Journal of Research in Marketing, Elsevier, vol. 28(3), pages 181-193.
    6. Juan Manuel Larrosa, 2016. "Agentes computacionales y análisis económico," Revista de Economía Institucional, Universidad Externado de Colombia - Facultad de Economía, vol. 18(34), pages 87-113, January-J.
    7. Luciana Maines da Silva & Claudia Cristina Bitencourt & Kadígia Faccin & Tatiana Iakovleva, 2019. "The Role of Stakeholders in the Context of Responsible Innovation: A Meta-Synthesis," Sustainability, MDPI, vol. 11(6), pages 1-25, March.
    8. Anja Salzmann & Frode Guribye & Astrid Gynnild, 2021. "Mobile Journalists as Traceable Data Objects: Surveillance Capitalism and Responsible Innovation in Mobile Journalism," Media and Communication, Cogitatio Press, vol. 9(2), pages 130-139.
    9. Giorgio Fagiolo & Mattia Guerini & Francesco Lamperti & Alessio Moneta & Andrea Roventini, 2017. "Validation of Agent-Based Models in Economics and Finance," LEM Papers Series 2017/23, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    10. Genus, Audley & Iskandarova, Marfuga, 2018. "Responsible innovation: its institutionalisation and a critique," Technological Forecasting and Social Change, Elsevier, vol. 128(C), pages 1-9.
    11. Giorgio Fagiolo & Paul Windrum & Alessio Moneta, 2006. "Empirical Validation of Agent Based Models: A Critical Survey," LEM Papers Series 2006/14, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    12. Robert Marks, 2007. "Validating Simulation Models: A General Framework and Four Applied Examples," Computational Economics, Springer;Society for Computational Economics, vol. 30(3), pages 265-290, October.
    13. Albert Faber & Koen Frenken, 2008. "Models in evolutionary economics and environmental policy: Towards an evolutionary environmental economics," Innovation Studies Utrecht (ISU) working paper series 08-15, Utrecht University, Department of Innovation Studies, revised Apr 2008.
    14. Almas Heshmati & Flávio Lenz-Cesar, 2015. "Policy simulation of firms’ cooperation in innovation," Research Evaluation, Oxford University Press, vol. 24(3), pages 293-311.
    15. Jackie Krafft & Francesco Quatraro & Pier Paolo Saviotti, 2014. "The Dynamics of Knowledge-intensive Sectors' Knowledge Base: Evidence from Biotechnology and Telecommunications," Industry and Innovation, Taylor & Francis Journals, vol. 21(3), pages 215-242, April.
    16. Carbajo, Ruth & Cabeza, Luisa F., 2018. "Renewable energy research and technologies through responsible research and innovation looking glass: Reflexions, theoretical approaches and contemporary discourses," Applied Energy, Elsevier, vol. 211(C), pages 792-808.
    17. Nagy, Benedek & Lukovics, Miklós, 2021. "A felelősségteljes innováció és a gazdasági racionalitás kapcsolatrendszere vállalati környezetben [Linkages between responsible innovation and economic rationality in a corporate environment]," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(4), pages 421-436.
    18. Paola Tubaro, 2011. "Computational Economics," Chapters, in: John B. Davis & D. Wade Hands (ed.), The Elgar Companion to Recent Economic Methodology, chapter 10, Edward Elgar Publishing.
    19. Agata Sudolska & Andrzej Lis & Monika Chodorek, 2019. "Research Profiling for Responsible and Sustainable Innovations," Sustainability, MDPI, vol. 11(23), pages 1-31, November.
    20. Dorsa Tajaddod Alizadeh & Andrea Schiffauerova, 2018. "Evaluation Of Effects Of Collaborative Patterns On The Efficiency Of Scientific Networks Using Simulation," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 22(04), pages 1-28, May.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:13:y:2021:i:13:p:7460-:d:588346. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.