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Learning in an agile setting: A multilevel research study on the evolution of organizational routines

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  • Annosi, Maria Carmela
  • Martini, Antonella
  • Brunetta, Federica
  • Marchegiani, Lucia

Abstract

Recognizing a serious lack of research on routinized individual actions and organizational adaptation in the stability-change paradox, we intend to provide an in-depth explanation of the way in which agile methods affect organizational learning in self-managed, team-based organizations, taking a multi-level evolutionary approach. We explore learning in agile organizations by breaking the analysis of organizational routines down into different levels – individual, team and organization – and describing the process of variation, selection and retention of routines at each level. Leveraging on multiple case studies, we discuss how team members learn and gain knowledge, from both direct and indirect experience, and analyze how teams develop conceptual frameworks and interpret those experiences. Finally, we discuss how organizational memory develops and how teams in agile organizations adapt simultaneously within an ecological structure that also comprises the changing environment. Our findings reveal substantial flaws in the capacity of agile methods to foster organizational learning.

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  • Annosi, Maria Carmela & Martini, Antonella & Brunetta, Federica & Marchegiani, Lucia, 2020. "Learning in an agile setting: A multilevel research study on the evolution of organizational routines," Journal of Business Research, Elsevier, vol. 110(C), pages 554-566.
    • Handle: RePEc:eee:jbrese:v:110:y:2020:i:c:p:554-566
    DOI: 10.1016/j.jbusres.2018.05.011
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    6. Miikka Blomster & Timo Koivumäki, 2022. "Exploring the resources, competencies, and capabilities needed for successful machine learning projects in digital marketing," Information Systems and e-Business Management, Springer, vol. 20(1), pages 123-169, March.

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