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A one-hundred-year structural topic modeling analysis of the knowledge structure of international management research

International Management is a vast and multidisciplinary research domain that is heavily influenced by several other disciplines, such as Economics, Organizational Theory and Strategic Management. Based on 28,973 research articles, this study aims to analyze the knowledge structure of the internatio...

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Autor principal: Mostafa, Mohamed M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Netherlands 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9549032/
https://www.ncbi.nlm.nih.gov/pubmed/36249708
http://dx.doi.org/10.1007/s11135-022-01548-w
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author Mostafa, Mohamed M.
author_facet Mostafa, Mohamed M.
author_sort Mostafa, Mohamed M.
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description International Management is a vast and multidisciplinary research domain that is heavily influenced by several other disciplines, such as Economics, Organizational Theory and Strategic Management. Based on 28,973 research articles, this study aims to analyze the knowledge structure of the international management domain from 1920 to 2019. Using computational text-based topic modeling analysis, we trace the evolution of international management knowledge by examining the major academic topics/latent themes discussed in the field. The study also diachronically visualizes the variations in topic prevalence over time. Our methodology is akin to “inductive mapping” as it is neither biased by our position nor it is guided by assumptions related to the topics we expect to find. Results indicate the existence of a wide variety of important research foci in the domain of international management. These include, among others, strategic alliances formation, international entry modes, corporate social responsibility, cross-cultural consumer behavior, technological innovation and entrepreneurship. Results also show that some topics such as “financial risk and return on investment” and “corporate social responsibility” show a declining time trend, indicating that academic research focusing on such topics was more likely to be published early on and less so recently. On the other hand, other topics such as “Emerging (East) Asian nations” and “global mergers and acquisitions” show an increasing trend, indicating that more papers were published recently. Taken together, although our findings might reflect the breadth and depth of research in international management, they might also suggest that the bounds of this field are not well defined.
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spelling pubmed-95490322022-10-11 A one-hundred-year structural topic modeling analysis of the knowledge structure of international management research Mostafa, Mohamed M. Qual Quant Article International Management is a vast and multidisciplinary research domain that is heavily influenced by several other disciplines, such as Economics, Organizational Theory and Strategic Management. Based on 28,973 research articles, this study aims to analyze the knowledge structure of the international management domain from 1920 to 2019. Using computational text-based topic modeling analysis, we trace the evolution of international management knowledge by examining the major academic topics/latent themes discussed in the field. The study also diachronically visualizes the variations in topic prevalence over time. Our methodology is akin to “inductive mapping” as it is neither biased by our position nor it is guided by assumptions related to the topics we expect to find. Results indicate the existence of a wide variety of important research foci in the domain of international management. These include, among others, strategic alliances formation, international entry modes, corporate social responsibility, cross-cultural consumer behavior, technological innovation and entrepreneurship. Results also show that some topics such as “financial risk and return on investment” and “corporate social responsibility” show a declining time trend, indicating that academic research focusing on such topics was more likely to be published early on and less so recently. On the other hand, other topics such as “Emerging (East) Asian nations” and “global mergers and acquisitions” show an increasing trend, indicating that more papers were published recently. Taken together, although our findings might reflect the breadth and depth of research in international management, they might also suggest that the bounds of this field are not well defined. Springer Netherlands 2022-10-10 /pmc/articles/PMC9549032/ /pubmed/36249708 http://dx.doi.org/10.1007/s11135-022-01548-w Text en © The Author(s), under exclusive licence to Springer Nature B.V. 2022, Springer Nature or its licensor holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Article
Mostafa, Mohamed M.
A one-hundred-year structural topic modeling analysis of the knowledge structure of international management research
title A one-hundred-year structural topic modeling analysis of the knowledge structure of international management research
title_full A one-hundred-year structural topic modeling analysis of the knowledge structure of international management research
title_fullStr A one-hundred-year structural topic modeling analysis of the knowledge structure of international management research
title_full_unstemmed A one-hundred-year structural topic modeling analysis of the knowledge structure of international management research
title_short A one-hundred-year structural topic modeling analysis of the knowledge structure of international management research
title_sort one-hundred-year structural topic modeling analysis of the knowledge structure of international management research
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9549032/
https://www.ncbi.nlm.nih.gov/pubmed/36249708
http://dx.doi.org/10.1007/s11135-022-01548-w
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