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Simulating the Evolution Mechanism of Inner Innovation in Large-Scale Construction Enterprise with an Improved NK Model

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  • Tao Chen

    (School of Management, Xi’an University of Architecture and Technology, Xi’an 710055, China
    Planning Department, Xi’an Shiyou University, Xi’an 710065, China)

  • Guangqiu Huang

    (School of Management, Xi’an University of Architecture and Technology, Xi’an 710055, China)

  • Ayokunle Olubunmi Olanipekun

    (Quantity Surveying Department, Federal University of Technology, Akure PMB 704, Nigeria
    School of Civil Engineering and Built Environment, Queensland University of Technology, Brisbane 4072, Australia)

Abstract

The aim of this study is to simulate the self-organized evolution mechanism of inner innovation of large-scale construction enterprises (LSCE) under different contexts. Based on NK stochastic combinatorial optimization model with two parameters (N, K), this study proposes three modules—ambidexterity, punctuated equilibrium, and automation—to simulate the change behaviors of the inner innovation system. Furthermore, this study analyses the influence of factor correlation on inner innovation performance under discusses nine different combination situations. The research results show that (a) regardless of how the relationship strength changes, fitness increases with an increasing K value; and (b) the comparison of optimization modes show that the punctuated equilibrium mode can guarantee the long- and short-term inner innovation performance LSCE. This study therefore reveals the mutual effects of the factors in the inner innovation system in LSCE and provides an effective model for internal systems analyses in the construction industry and in other sectors.

Suggested Citation

  • Tao Chen & Guangqiu Huang & Ayokunle Olubunmi Olanipekun, 2018. "Simulating the Evolution Mechanism of Inner Innovation in Large-Scale Construction Enterprise with an Improved NK Model," Sustainability, MDPI, vol. 10(11), pages 1-22, November.
    • Handle: RePEc:gam:jsusta:v:10:y:2018:i:11:p:4221-:d:183153
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    References listed on IDEAS

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    1. Dahlander, Linus & Gann, David M., 2010. "How open is innovation?," Research Policy, Elsevier, vol. 39(6), pages 699-709, July.
    2. 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.
    3. Leydesdorff, Loet, 2000. "The triple helix: an evolutionary model of innovations," Research Policy, Elsevier, vol. 29(2), pages 243-255, February.
    4. Frenken, Koen, 2000. "A complexity approach to innovation networks. The case of the aircraft industry (1909-1997)," Research Policy, Elsevier, vol. 29(2), pages 257-272, February.
    5. Jingxiao Zhang & Haiyan Xie & Hui Li & Rose Timothy & Si Pu & Quanxue Deng & Weixing Jin, 2018. "Integrated Framework of Growth Management for Identification of Service Innovation Levels and Priorities," Sustainability, MDPI, vol. 10(9), pages 1-33, September.
    6. Peter Boumgarden & Jackson Nickerson & Todd R. Zenger, 2012. "Sailing into the wind: Exploring the relationships among ambidexterity, vacillation, and organizational performance," Strategic Management Journal, Wiley Blackwell, vol. 33(6), pages 587-610, June.
    7. Jingxiao Zhang & Hui Li & Steve Hsueh-Ming Wang, 2017. "Analysis and Potential Application of the Maturity of Growth Management in the Developing Construction Industry of a Province of China: A Case Study," Sustainability, MDPI, vol. 9(1), pages 1-36, January.
    8. Daniel A. Levinthal & James G. March, 1993. "The myopia of learning," Strategic Management Journal, Wiley Blackwell, vol. 14(S2), pages 95-112, December.
    9. Auerswald, Philip & Kauffman, Stuart & Lobo, Jose & Shell, Karl, 2000. "The production recipes approach to modeling technological innovation: An application to learning by doing," Journal of Economic Dynamics and Control, Elsevier, vol. 24(3), pages 389-450, March.
    10. Loet Leydesdorff & Henry Etzkowitz, 1998. "The Triple Helix as a model for innovation studies," Science and Public Policy, Oxford University Press, vol. 25(3), pages 195-203, June.
    11. Jingxiao Zhang & Klaus Schmidt & Haiyan Xie & Hui Li, 2016. "A new mixed approach for modelling and assessing environmental influences to value co-creation in the construction industry," International Journal of Production Research, Taylor & Francis Journals, vol. 54(21), pages 6548-6562, November.
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    Cited by:

    1. Jacqueline Tsz Yin Lo & Calvin Kam, 2021. "Innovation Performance Indicators for Architecture, Engineering and Construction Organization," Sustainability, MDPI, vol. 13(16), pages 1-25, August.

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