The multidimensional nature of organizational myopia: co-word analysis and topic modeling of managerial and strategic short-termism
This study explores organizational myopia by employing a multi-method quantitative approach, including co-word analysis and topic modeling, to map the intellectual landscape and thematic evolution in the field. A dataset of 158 peer-reviewed articles from the Web of Science and Scopus databases was...
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Published in | Current psychology (New Brunswick, N.J.) Vol. 44; no. 12; pp. 11786 - 11798 |
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Main Authors | , |
Format | Journal Article |
Language | English |
Published |
New York
Springer US
01.06.2025
Springer Nature B.V |
Subjects | |
Online Access | Get full text |
ISSN | 1046-1310 1936-4733 1936-4733 |
DOI | 10.1007/s12144-025-07995-6 |
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Abstract | This study explores organizational myopia by employing a multi-method quantitative approach, including co-word analysis and topic modeling, to map the intellectual landscape and thematic evolution in the field. A dataset of 158 peer-reviewed articles from the Web of Science and Scopus databases was analyzed using co-word analysis to identify key subjects, patterns, and relationships, along with topic modeling via Latent Dirichlet Allocation (LDA) to uncover latent topics and their correlations. Key themes such as organizational performance, myopia, digital transformation with managerial foresight, knowledge/learning practices, environmental variables, resilience, and innovation were identified. The study emphasizes the importance of aligning short-term goals with long-term strategic objectives and highlights the challenges of managerial myopia and the role of innovative solutions in fostering organizational flexibility. This research provides a comprehensive framework for understanding and addressing organizational myopia, offering valuable insights for future research and practical applications to navigate its complexities effectively. |
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AbstractList | This study explores organizational myopia by employing a multi-method quantitative approach, including co-word analysis and topic modeling, to map the intellectual landscape and thematic evolution in the field. A dataset of 158 peer-reviewed articles from the Web of Science and Scopus databases was analyzed using co-word analysis to identify key subjects, patterns, and relationships, along with topic modeling via Latent Dirichlet Allocation (LDA) to uncover latent topics and their correlations. Key themes such as organizational performance, myopia, digital transformation with managerial foresight, knowledge/learning practices, environmental variables, resilience, and innovation were identified. The study emphasizes the importance of aligning short-term goals with long-term strategic objectives and highlights the challenges of managerial myopia and the role of innovative solutions in fostering organizational flexibility. This research provides a comprehensive framework for understanding and addressing organizational myopia, offering valuable insights for future research and practical applications to navigate its complexities effectively. |
Author | Balcioglu, Yavuz Selim Tunca, Sezai |
Author_xml | – sequence: 1 givenname: Sezai orcidid: 0000-0001-9404-9005 surname: Tunca fullname: Tunca, Sezai email: sezai.tunca@alanyauniversity.edu.tr organization: Faculty of Economics, Administrative, and Social Sciences, Alanya University – sequence: 2 givenname: Yavuz Selim orcidid: 0000-0001-7138-2972 surname: Balcioglu fullname: Balcioglu, Yavuz Selim organization: Management Information System Department, Faculty of Economics and Administrative Sciences, Dogus University |
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Cites_doi | 10.18637/jss.v091.i02 10.1037/0021-9010.62.2.194 10.2307/41166030 10.1002/smj.4250141009 10.1111/acfi.12752 10.1108/MD-01-2013-0037 10.1016/j.riob.2008.06.002 10.1002/asi.23740 10.1016/j.jbankfin.2022.106498 10.1177/0149206318777589 10.3390/su15129417 10.1177/053901883022002003 10.1201/9781003212225-1 10.52903/econbull20215305 10.3389/frai.2020.00042 10.1509/jppm.29.1.4 10.1109/ISITDI62380.2024.10796703 10.1108/MD-02-2015-0058 10.4324/9780429497964-20 10.1007/BFb0026683 10.1371/journal.pone.0034497 10.1177/2043820610386318 10.1515/dsll-2024-0010 10.1177/1094428118773858 10.1016/j.is.2020.101582 |
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Copyright | The Author(s) 2025 The Author(s) 2025. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. |
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Keywords | Co-word analysis Topic modeling Managerial myopia Strategic myopia Organizational myopia |
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Title | The multidimensional nature of organizational myopia: co-word analysis and topic modeling of managerial and strategic short-termism |
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