Publication:
Adaptive network modeling of the influence of leadership and communication on learning within an organization

dc.contributor.coauthorBouma, Debby
dc.contributor.coauthorTreur, Jan
dc.contributor.coauthorWiewiora, Anna
dc.contributor.departmentDepartment of Computer Engineering
dc.contributor.kuauthorCanbaloğlu, Gülay
dc.contributor.schoolcollegeinstituteCollege of Engineering
dc.date.accessioned2024-11-09T23:29:08Z
dc.date.issued2023
dc.description.abstractThis research addresses the influence of leadership and communication on learning within an organisation by direct mutual interactions in dyads. This is done in combination with multilevel organizational learning as an alternative route, which includes feed forward and feedback learning. The results show that effective communication (triggered by the active team leader, and/or by natural, informal communication), leads to a faster learning process within an organization compared to the longer route via feed forward and feedback formal organisational learning. However, this more direct form of bilateral learning in general may take more of the employee's time, as a quadratic number of dyadic interactions in general is less efficient than a linear number of interactions needed for feed forward and feedback organisational learning. © 2023 The Authors
dc.description.indexedbyScopus
dc.description.indexedbyWOS
dc.description.openaccessYES
dc.description.publisherscopeInternational
dc.description.sponsoredbyTubitakEuN/A
dc.description.volume79
dc.identifier.doi10.1016/j.cogsys.2023.01.003
dc.identifier.issn1389-0417
dc.identifier.scopus2-s2.0-85146549495
dc.identifier.urihttps://doi.org/10.1016/j.cogsys.2023.01.003
dc.identifier.urihttps://hdl.handle.net/20.500.14288/12006
dc.identifier.wos1042982200001
dc.keywordsAdaptive network model
dc.keywordsCommunication
dc.keywordsLeadership
dc.keywordsMental models
dc.keywordsOrganizational learning Knowledge management
dc.keywordsAdaptive network model
dc.keywordsAdaptive networks
dc.keywordsAlternative routes
dc.keywordsFeed forward
dc.keywordsLeadership
dc.keywordsMental model
dc.keywordsMultilevels
dc.keywordsMutual interaction
dc.keywordsNetwork models
dc.keywordsOrganizational learning
dc.keywordsCognitive model
dc.keywordsEmployee
dc.keywordsHuman
dc.keywordsLeadership
dc.keywordsLearning
dc.keywordsLearning systems
dc.language.isoeng
dc.publisherElsevier B.V.
dc.relation.ispartofCognitive Systems Research
dc.subjectRunway incursions
dc.subjectAgent-based model
dc.subjectSimulation
dc.titleAdaptive network modeling of the influence of leadership and communication on learning within an organization
dc.typeJournal Article
dspace.entity.typePublication
local.contributor.kuauthorCanbaloğlu, Gülay
local.publication.orgunit1College of Engineering
local.publication.orgunit2Department of Computer Engineering
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relation.isOrgUnitOfPublication.latestForDiscovery89352e43-bf09-4ef4-82f6-6f9d0174ebae
relation.isParentOrgUnitOfPublication8e756b23-2d4a-4ce8-b1b3-62c794a8c164
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