IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v14y2022i15p9070-d870564.html
   My bibliography  Save this article

Improving the Effectiveness of Organisational Collaborative Innovation in Megaprojects: An Agent-Based Modelling Approach

Author

Listed:
  • Na Zhao

    (School of Traffic and Transportation Engineering, Changsha University of Science & Technology, Changsha 410114, China)

  • Congcong Lei

    (School of Traffic and Transportation Engineering, Changsha University of Science & Technology, Changsha 410114, China)

  • Hui Liu

    (School of Management Engineering, Zhengzhou University, Zhengzhou 450001, China)

  • Chunlin Wu

    (School of Economics and Management, Beihang University, Beijing 100191, China
    Beijing Key Laboratory of Emergency Support Simulation Technologies for City Operations, Beihang University, Beijing 100191, China)

Abstract

As the complexity, breadth of expertise and number of agents involved in megaprojects grow, collaborative innovation models become invaluable for helping to achieve sustainable project development. On this basis, the purpose of this study is to explore the innovation output mechanisms used for collaborative innovation in megaproject (CIMP) systems by the agent-based modelling (ABM) approach, and to promote the efficiency and effectiveness of organisational collaborative innovation through variable controls. A multi-agent simulation CIMP model was developed using the NetLogo tool. The model encompasses the behavioural factors and interaction rules that affect organisational CIMP. Four simulations were conducted, and the results showed that (1) the innovation environment, including policy environment, cultural climate, and engineering demand, has a positive effect on the output rate of CIMP; (2) a larger scale of innovative network organisation accelerates innovation output; (3) innovative organisations must avoid enforcing high standards for cooperation, communication, and recognition abilities when selecting partner organisations; (4) innovative organisations’ ability to absorb technology, information, and knowledge is positively related to output, while an increase in behavioural costs reduces the scale of innovative network organisations, thereby affecting their output. This study developed its CIMP theory from the perspective of organisational behaviour. The findings are expected to provide methodological and practical guidance for the selection of innovation agents, behavioural patterns, and for guaranteeing efficient innovation in collaborative megaproject organisations.

Suggested Citation

  • Na Zhao & Congcong Lei & Hui Liu & Chunlin Wu, 2022. "Improving the Effectiveness of Organisational Collaborative Innovation in Megaprojects: An Agent-Based Modelling Approach," Sustainability, MDPI, vol. 14(15), pages 1-21, July.
    • Handle: RePEc:gam:jsusta:v:14:y:2022:i:15:p:9070-:d:870564
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/14/15/9070/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/14/15/9070/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Chunlin Wu & Han Yao & Xin Ning & Lei Wang, 2021. "Emergence of Informal Safety Leadership: A Social–Cognitive Process for Accident Prevention," Production and Operations Management, Production and Operations Management Society, vol. 30(11), pages 4288-4305, November.
    2. Yves Laberge, 2004. "Book Review: Culture's Consequences: Comparing Values, Behaviors, Institutions and Organizations across Nations," Sociological Research Online, , vol. 9(2), pages 121-121, May.
    3. Justin J. P. Jansen & Frans A. J. Van Den Bosch & Henk W. Volberda, 2006. "Exploratory Innovation, Exploitative Innovation, and Performance: Effects of Organizational Antecedents and Environmental Moderators," Management Science, INFORMS, vol. 52(11), pages 1661-1674, November.
    4. Tamaki Horii & Yan Jin & Raymond E. Levitt, 2005. "Modeling and Analyzing Cultural Influences on Project Team Performance," Computational and Mathematical Organization Theory, Springer, vol. 10(4), pages 305-321, January.
    5. C. H. Nam & C. B. Tatum, 1997. "Leaders and champions for construction innovation," Construction Management and Economics, Taylor & Francis Journals, vol. 15(3), pages 259-270.
    6. Zvi H. Aronson, 2015. "An Investigation of the Role of Project Culture in Team Efficacy and Success in Project-Based Work," International Journal of Innovation and Technology Management (IJITM), World Scientific Publishing Co. Pte. Ltd., vol. 12(06), pages 1-18, December.
    7. Mohammed Fadhil Dulaimi & Florence Ling & Arun Bajracharya, 2003. "Organizational motivation and inter-organizational interaction in construction innovation in Singapore," Construction Management and Economics, Taylor & Francis Journals, vol. 21(3), pages 307-318.
    8. Ting Wang & Qinghua He & Yujie Lu & Delei Yang, 2018. "How Does Organizational Citizenship Behavior (OCB) Affect the performance of megaprojects? Insights from a System Dynamic Simulation," Sustainability, MDPI, vol. 10(6), pages 1-18, May.
    9. Jakki Mohr & Robert Spekman, 1994. "Characteristics of partnership success: Partnership attributes, communication behavior, and conflict resolution techniques," Strategic Management Journal, Wiley Blackwell, vol. 15(2), pages 135-152, February.
    10. Marco Nunes & António Abreu, 2020. "Managing Open Innovation Project Risks Based on a Social Network Analysis Perspective," Sustainability, MDPI, vol. 12(8), pages 1-31, April.
    11. Binchao Deng & Wenwen Xie & Fan Cheng & Jiaojiao Deng & Liang Long & Guangdong Wu, 2021. "Complexity Relationship between Power and Trust in Hybrid Megaproject Governance: The Structural Equation Modelling Approach," Complexity, Hindawi, vol. 2021, pages 1-13, February.
    12. Anna Dubois & Lars-Erik Gadde, 2002. "The construction industry as a loosely coupled system: implications for productivity and innovation," Construction Management and Economics, Taylor & Francis Journals, vol. 20(7), pages 621-631.
    13. Na Zhao & Shi An, 2016. "Collaborative Management of Complex Major Construction Projects: AnyLogic-Based Simulation Modelling," Discrete Dynamics in Nature and Society, Hindawi, vol. 2016, pages 1-8, February.
    14. Barlow, James, 2000. "Innovation and learning in complex offshore construction projects," Research Policy, Elsevier, vol. 29(7-8), pages 973-989, August.
    15. Gabriele Tedeschi & Stefania Vitali & Mauro Gallegati, 2014. "The dynamic of innovation networks: a switching model on technological change," Journal of Evolutionary Economics, Springer, vol. 24(4), pages 817-834, September.
    Full references (including those not matched with items on IDEAS)

    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. Jan Bröchner, 2010. "Innovation in Construction," Chapters, in: Faïz Gallouj & Faridah Djellal (ed.), The Handbook of Innovation and Services, chapter 31, Edward Elgar Publishing.
    2. Per Erik Eriksson & Ossi Pesamaa, 2007. "Modelling procurement effects on cooperation," Construction Management and Economics, Taylor & Francis Journals, vol. 25(8), pages 893-901.
    3. Kesidou, Sofia & Sovacool, Benjamin K., 2019. "Supply chain integration for low-carbon buildings: A critical interdisciplinary review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 113(C), pages 1-1.
    4. Marija Mosurović Ružičić & Mirjana Miletić & Marina Dobrota, 2021. "Does a National Innovation System Encourage Sustainability? Lessons from the Construction Industry in Serbia," Sustainability, MDPI, vol. 13(7), pages 1-19, March.
    5. Barlow, James & Köberle-Gaiser, Martina, 2008. "The private finance initiative, project form and design innovation: The UK's hospitals programme," Research Policy, Elsevier, vol. 37(8), pages 1392-1402, September.
    6. Manley, Karen, 2008. "Against the odds: Small firms in Australia successfully introducing new technology on construction projects," Research Policy, Elsevier, vol. 37(10), pages 1751-1764, December.
    7. Lauri Pulkka & Miro Ristimäki & Karoliina Rajakallio & Seppo Junnila, 2016. "Applicability and benefits of the ecosystem concept in the construction industry," Construction Management and Economics, Taylor & Francis Journals, vol. 34(2), pages 129-144, February.
    8. Bossink, Bart A.G., 2004. "Managing drivers of innovation in construction networks," Serie Research Memoranda 0015, VU University Amsterdam, Faculty of Economics, Business Administration and Econometrics.
    9. Zubizarreta, Mikel & Cuadrado, Jesús & Iradi, Jon & García, Harkaitz & Orbe, Aimar, 2017. "Innovation evaluation model for macro-construction sector companies: A study in Spain," Evaluation and Program Planning, Elsevier, vol. 61(C), pages 22-37.
    10. Maura McAdam & Rodney McAdam & Adele Dunn & Clare McCall, 2016. "Regional Horizontal Networks within the SME Agri-Food Sector: An Innovation and Social Network Perspective," Regional Studies, Taylor & Francis Journals, vol. 50(8), pages 1316-1329, August.
    11. Xian Liu & Wenyu Wang & Yiyi Su, 2022. "Leveraging Complementary Resources through Relational Capital to Improve Alliance Performance under an Uncertain Environment: A Moderated Mediation Analysis," Sustainability, MDPI, vol. 15(1), pages 1-16, December.
    12. Shahin Mokhlesian, 2014. "How Do Contractors Select Suppliers for Greener Construction Projects? The Case of Three Swedish Companies," Sustainability, MDPI, vol. 6(7), pages 1-19, June.
    13. Sjauw-Koen-Fa, August R. & Blok, Vincent & Omta, S.W.F. (Onno), 2016. "Critical Success Factors for Smallholder Inclusion in High Value-Adding Supply Chains by Food & Agribusiness Multinational Enterprise," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 19(1), pages 1-30, February.
    14. Avimanyu Datta, 2016. "Antecedents To Radical Innovations: A Longitudinal Look At Firms In The Information Technology Industry By Aggregation Of Patents," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 20(07), pages 1-31, October.
    15. Liu, Zhiqiang & Yan, Miao & Fan, Youqing & Chen, Liling, 2021. "Ascribed or achieved? The role of birth order on innovative behaviour in the workplace," Journal of Business Research, Elsevier, vol. 134(C), pages 480-492.
    16. Carolina Rojas-Córdova & Amanda J. Williamson & Julio A. Pertuze & Gustavo Calvo, 2023. "Why one strategy does not fit all: a systematic review on exploration–exploitation in different organizational archetypes," Review of Managerial Science, Springer, vol. 17(7), pages 2251-2295, October.
    17. Luc Beal & Hugues Séraphin & Giuseppe Modica & Manuela Pilato & Marco Platania, 2019. "Analysing the Mediating Effect of Heritage Between Locals and Visitors: An Exploratory Study Using Mission Patrimoine as a Case Study," Sustainability, MDPI, vol. 11(11), pages 1-15, May.
    18. Sihem Ben Mahmoud-Jouini, 2000. "Innovative supply-based strategies in the construction industry," Construction Management and Economics, Taylor & Francis Journals, vol. 18(6), pages 643-650, December.
    19. Mammassis, Constantinos S. & Kostopoulos, Konstantinos C., 2019. "CEO goal orientations, environmental dynamism and organizational ambidexterity: An investigation in SMEs," European Management Journal, Elsevier, vol. 37(5), pages 577-588.
    20. Gallear, David & Ghobadian, Abby & Chen, Weifeng, 2012. "Corporate responsibility, supply chain partnership and performance: An empirical examination," International Journal of Production Economics, Elsevier, vol. 140(1), pages 83-91.

    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:14:y:2022:i:15:p:9070-:d:870564. 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.