Analyses of the Most Influential Utilising Hofstede's Cultural Dimensions for Predicting Cross-Cultural Management Outcomes Through Adaptive Neuro-Fuzzy Method

During the last twenty years, cultural variations have had a considerable impact on the management of businesses via their effect. Across the globe, cross-cultural management is now a subject that is receiving a lot of attention in contemporary business. The model developed by Hofstede is comprised of six factors that are utilised for the purpose of assessing cross-cultural implications and cultural features. These variables include power distance, uncertainty avoidance, individualism against collectivism, masculinity versus femininity, long-term orientation, and indulgence versus restraint. The primary purpose of this research was to investigate the impact that Hofstede's six-dimensional model has on the abilities of cross-cultural management to forecast outcomes. An adaptive neural fuzzy inference system, also known as an ANFIS, was used to the data in order to identify the most important and influential parameters in forecasting the fatality of a case. The ANFIS approach was used for the purpose of selecting variables in order to ascertain the primary elements that have an impact on the prediction of cross-cultural management.

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Publication Details

Published
2025-01-01
DOI
https://doi.org/10.63620/mkwjsnr.2024.1004
Primary Topic
International Student and Expatriate Challenges
Type
article
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article

Analyses of the Most Influential Utilising Hofstede's Cultural Dimensions for Predicting Cross-Cultural Management Outcomes Through Adaptive Neuro-Fuzzy Method

Miloš Milovančević
International Student and Expatriate Challenges
article

Analyses of the Most Influential Utilising Hofstede's Cultural Dimensions for Predicting Cross-Cultural Management Outcomes Through Adaptive Neuro-Fuzzy Method

Miloš Milovančević
article en

Abstract

During the last twenty years, cultural variations have had a considerable impact on the management of businesses via their effect. Across the globe, cross-cultural management is now a subject that is receiving a lot of attention in contemporary business. The model developed by Hofstede is comprised of six factors that are utilised for the purpose of assessing cross-cultural implications and cultural features. These variables include power distance, uncertainty avoidance, individualism against collectivism, masculinity versus femininity, long-term orientation, and indulgence versus restraint. The primary purpose of this research was to investigate the impact that Hofstede's six-dimensional model has on the abilities of cross-cultural management to forecast outcomes. An adaptive neural fuzzy inference system, also known as an ANFIS, was used to the data in order to identify the most important and influential parameters in forecasting the fatality of a case. The ANFIS approach was used for the purpose of selecting variables in order to ascertain the primary elements that have an impact on the prediction of cross-cultural management.

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International Student and Expatriate Challenges
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Analyses of the Most Influential Utilising Hofstede's Cultural Dimensions for Predicting Cross-Cultural Management Outcomes Through Adaptive Neuro-Fuzzy Method — Miloš Milovančević · (2025) | TGRS Research Map | TGRS