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.
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References
Ashby, W.R.: Design for a Brain. Chapman and Hall, London (second extended edition), 1st edn, 1952 (1960)
Boone, T., Reilly, A.J., Sashkin, M.: Social Learning Theory. Prentice-Hall, Albert Bandura Englewood Cliffs, NJ (1977)
Cameron, K., Quinn, R.: Diagnosing and Changing Organisational Culture: Based on the Competing Values Framework, 3rd edn. Jossey-Bass (2011)
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)
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
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)
Crossan, M.M., Lane, H.W., White, R.E.: An organisational learning framework: from intuition to institution. Acad. Manag. Rev. 24, 522–537 (1999)
Hebb, D.O.: The Organisation of Behavior: A Neuropsychological Theory. Wiley (1949)
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)
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)
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)
Kouzes, J. M., Posner, B. Z. LPI: Leadership Practices Inventory: Development Planner (Vol. 270). John Wiley Sons (2012).
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)
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)
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)
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)
Schein, E.H.: Organisational culture. Am. Psychol. 45(2), 109–119 (1990)
Treur, J.: Modeling higher-order adaptivity of a network by multilevel network reification. Netw. Sci. 8, 110–144 (2020a)
Treur, J.: Network-Oriented Modeling for Adaptive Networks: Designing Higher-Order Adaptive Biological, Mental and Social Network Models. Springer Nature (2020b)
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)
Treur, J., Van Ments, L. (eds.): Mental Models and Their Dynamics, Adaptation, and Control: A Self-Modeling Network Modeling Approach. Springer Nature, Cham (2022)
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
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)
Winkler, I.: Social learning theory of leadership. Contemporary Leadership Theories: Enhancing the Understanding of the Complexity, Subjectivity and Dynamic of Leadership, 85–91. (2009)
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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
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