Skip to main content

Computational Simulation of the Effects of Different Culture Types and Leader Qualities on Mistake Handling and Organisational Learning

  • Chapter
  • First Online:
Computational Modeling of Multilevel Organisational Learning and Its Control Using Self-modeling Network Models

Part of the book series: Studies in Systems, Decision and Control ((SSDC,volume 468))

Abstract

This chapter investigates computationally the following research hypotheses: (1) Higher flexibility and discretion in organisational culture results in better mistake management and thus better organisational learning, (2) Effective organisational learning requires a transformational leader to have both high social and formal status and consistency, and (3) Company culture and leader’s behavior must align for the best learning effects. Computational simulations of the introduced adaptive network were analyzed in different contexts varying in organisation culture and leader characteristics. Statistical analysis results proved to be significant and supported the research hypotheses. Ultimately, this chapter provides insight into how organisations that foster a mistake-tolerant attitude in alignment with the leader can result in significantly better organisational learning on a team and individual level.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Subscribe and save

Springer+ Basic
$34.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 149.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 199.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 199.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Similar content being viewed by others

References

  • Ashby, W.R.: Design for a Brain. Chapman and Hall, London (second extended edition), 1st edn, 1952 (1960)

    Google Scholar 

  • Boone, T., Reilly, A.J., Sashkin, M.: Social Learning Theory. Prentice-Hall, Albert Bandura Englewood Cliffs, NJ (1977)

    Google Scholar 

  • Cameron, K., Quinn, R.: Diagnosing and Changing Organisational Culture: Based on the Competing Values Framework, 3rd edn. Jossey-Bass (2011)

    Google Scholar 

  • Canbaloğlu, G., Treur, J., Roelofsma, P.H.M.P.: Computational modeling of organisational learning by self-modeling networks. Cogn. Syst. Res. 73, 51–64 (2022)

    Article  Google Scholar 

  • Canbaloğlu, G., Treur, J., Wiewiora, A.: Computational modeling of the role of leadership style for its context-sensitive control over multilevel organisational learning. In: Proceedings of the 7th International Congress on Information and Communication Technology, ICICT ’22. Lecture Notes in Networks and Systems, vol. 447, pp. 223–239. Springer Nature Switzerland AG (2023a). https://www.researchgate.net/publication/355186556

  • Canbaloğlu, G., Treur, J., Wiewiora, A. (eds.): Computational Modeling of Multilevel Organisational Learning and its Control Using Self-Modeling Network Models. Springer Nature Switzerland AG, (this volume) (2023b). https://www.researchgate.net/publication/355582177

  • Cannon, M.D., Edmondson, A.C.: Failing to learn and learning to fail (intelligently). Long Range Plan. 38(3), 299–319 (2005). https://doi.org/10.1016/j.lrp.2005.04.005

    Article  Google Scholar 

  • Chénard Poirier, L.-A., Morin, A.J.S., Boudrias, J.-S.: On the merits of coherent leadership empowerment behaviors: a mixture regression approach. J. Vocat. Behav. 103, 66–75 (2017)

    Article  Google Scholar 

  • Crossan, M.M., Lane, H.W., White, R.E.: An organisational learning framework: from intuition to institution. Acad. Manag. Rev. 24, 522–537 (1999)

    Article  Google Scholar 

  • Hebb, D.O.: The Organisation of Behavior: A Neuropsychological Theory. Wiley (1949)

    Google Scholar 

  • Hendrikse, S.C.F., Treur, J., Koole, S.L.: Modeling emerging interpersonal synchrony and its related adaptive short-term affiliation and long-term bonding: a second-order multi-adaptive neural agent model. Int. J. Neural Syst.(2023). https://doi.org/10.1142/S0129065723500387

  • Hofstede, G., Hofstede, G.J., Minkov, M.: Cultures and Organizations. McGraw Hill (2010)

    Google Scholar 

  • Keysers, C., Gazzola, V.: Hebbian learning and predictive mirror neurons for actions, sensations and emotions. Philos. Trans. R. Soc. B Biol. Sci. 369(1644), 20130175 (2014)

    Article  Google Scholar 

  • Kim, D.H.: The link between individual and organisational learning. Sloan Manage. Rev. Fall, 37–50 (1993). Also in: Klein, D.A. (ed.): The Strategic Management of Intellectual Capital. Routledge-Butterworth-Heinemann, Oxford (1993)

    Google Scholar 

  • Kouzes, J. M., Posner, B. Z. LPI: Leadership Practices Inventory: Development Planner (Vol. 270). John Wiley Sons (2012).

    Google Scholar 

  • Kucharska, W.: Leadership, culture, intellectual capital, and knowledge processes for organizational innovativeness across industries: the case of Poland. J. Intellect. Cap. 22(7), 121–141 (2021a)

    Article  Google Scholar 

  • Kucharska, W.: Do mistakes acceptance foster innovation? Polish and US cross-country study of tacit knowledge sharing in IT. J. Knowl. Manag. 25(11), 105–128 (2021b)

    Article  Google Scholar 

  • Lawler, E.E.: The ultimate advantage: creating the high-involvement organisation. Choice Rev. Online 30(01), 30-038730-0387 (1992). https://doi.org/10.5860/choice.30-0387

  • Port, R.F., van Gelder, T.: Mind as Motion: Explorations in the Dynamics of Cognition. MIT Press, Cambridge, MA (1995)

    Google Scholar 

  • Samhan, N., Treur, J., Kucharska, W., Wiewiora, A.: An adaptive network model simulating the effects of different culture types and leader qualities on mistake handling and organisational learning. In: Proceedings of the 11th International Conference on Complex Networks and their Applications, Complex Networks ’22. Studies in Computational Intelligence, vol. 1077, pp. 224–238. Springer Nature (2022)

    Google Scholar 

  • Schein, E.H.: Organisational culture. Am. Psychol. 45(2), 109–119 (1990)

    Article  Google Scholar 

  • Treur, J.: Modeling higher-order adaptivity of a network by multilevel network reification. Netw. Sci. 8, 110–144 (2020a)

    Article  Google Scholar 

  • Treur, J.: Network-Oriented Modeling for Adaptive Networks: Designing Higher-Order Adaptive Biological, Mental and Social Network Models. Springer Nature (2020b)

    Google Scholar 

  • Treur, J.: Modeling multi-order adaptive processes by self-modeling networks (keynote speech). In: Tallón-Ballesteros, A.J., Chen, C.-H. (eds.) Proceedings of the 2nd International Conference on Machine Learning and Intelligent Systems, MLIS ’20. Frontiers in Artificial Intelligence and Applications, vol. 332, pp. 206–217. IOS Press (2020c)

    Google Scholar 

  • Treur, J., Van Ments, L. (eds.): Mental Models and Their Dynamics, Adaptation, and Control: A Self-Modeling Network Modeling Approach. Springer Nature, Cham (2022)

    MATH  Google Scholar 

  • Weinzimmer, L.G., Esken, C.A.: Learning from mistakes: how mistake tolerance positively affects organisational learning and performance. J. Appl. Behav. Sci. 53(3), 322–348 (2017). https://doi.org/10.1177/0021886316688658

    Article  Google Scholar 

  • Wiewiora, A., Smidt, M., Chang, A.: The “how” of multilevel learning dynamics: a systematic literature review exploring how mechanisms bridge learning between individuals, teams/projects and the organisation. Eur. Manag. Rev. 16(1), 93–115 (2019)

    Article  Google Scholar 

  • Winkler, I.: Social learning theory of leadership. Contemporary Leadership Theories: Enhancing the Understanding of the Complexity, Subjectivity and Dynamic of Leadership, 85–91. (2009)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Jan Treur .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2023 The Author(s), under exclusive license to Springer Nature Switzerland AG

About this chapter

Check for updates. Verify currency and authenticity via CrossMark

Cite this chapter

Samhan, N., Treur, J., Kucharska, W., Wiewiora, A. (2023). Computational Simulation of the Effects of Different Culture Types and Leader Qualities on Mistake Handling and Organisational Learning. In: Canbaloğlu, G., Treur, J., Wiewiora, A. (eds) Computational Modeling of Multilevel Organisational Learning and Its Control Using Self-modeling Network Models. Studies in Systems, Decision and Control, vol 468. Springer, Cham. https://doi.org/10.1007/978-3-031-28735-0_14

Download citation

Publish with us

Policies and ethics