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Classification of individual managers' systems thinking skills based on different organizational ownership structures

Bibliographic Data

ID21652028
AuthorsMorteza Nagahi (0000-0003-3589-7674, Industrial and Systems Engineering Mississippi State University Starkville Mississippi USA), Niamat Ullah Ibne Hossain (0000-0002-6775-585X, Industrial and Systems Engineering Mississippi State University Starkville Mississippi USA), Raed Jaradat (0000-0002-1271-9202, Industrial and Systems Engineering Mississippi State University Starkville Mississippi USA, corresponding author), Vidanelage Dayarathna (Industrial and Systems Engineering Mississippi State University Starkville Mississippi USA), Vidanelage L Dayarathna (0000-0002-6119-0261, Mississippi State University), Chuck Keating (Engineering Management and Systems Engineering Old Dominion University Norfolk Virginia USA), Simon Goerger (Institute for Systems Engineering Research (ISER) ERDC Vicksburg MS USA), Simon R Goerger (0000-0001-7632-5870, U.S. Army Engineer Research and Development Center), Michael Hamilton (0000-0001-7060-8677, Industrial and Systems Engineering, North Carolina Agricultural and Technical State University Greensboro NC USA)
Year2022
Volume39
Issue2
Pages258-273
Publication date2022-03-01
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueSystems Research and Behavioral Science (JOURNAL)
Journal identifiersISSN: 1092-7026 • E-ISSN: 1099-1743
PublisherWiley (PUBLISHER • GB)
DOI10.1002/sres.2767
OpenAlexW3132933861
LanguageEN
Citations received1
References cited56

The current body of literature lacks studies related to organizational managers' classification of systems thinking (ST) skills based on both their overall systemic tendency and the organizational ownership structure. The purpose of this study is to assess and classify the ST skills of senior managers who currently work in a complex business environment. Initially, we clustered managers' overall systemic thinking (OST) using the Bayesian latent class analysis (BLCA) method into two distinct clusters: managers with upper OST (holistic thinker) and managers with lower OST (reductionist thinker). Further, we classified managers' ST skills into two predefined classes to understand the characteristics of each group better. A total of 51 senior managers from two different organizational structures participated in this study. Results show that the ST skills of managers in public are more towards the upper OST/holistic cluster, whereas managers from the private sector have an inclination towards lower OST/reductionist cluster

Economics · Epistemology · Knowledge management · Management · Organizational structure · Reductionism · Sociology · Systems thinking · Computer Science · Organizational Leadership and Management Strategies · Psychology · Supply Chain Resilience and Risk Management · Artificial Intelligence

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Unique citing works1
Citations per year1
Citation span2026 - 2026 (1)
Citation velocitycurrent
Highly citedNo
Citation typesNeutral: 1

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