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Analyzing cultural expatriates' attitudes toward “Englishnization” using dynamic topic modeling

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Analyzing cultural expatriates' attitudes toward “Englishnization” using dynamic topic modeling

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dc.contributor.author Zhang, Ziyuan es_ES
dc.date.accessioned 2021-12-15T07:59:14Z
dc.date.available 2021-12-15T07:59:14Z
dc.date.issued 2021-12-13
dc.identifier.uri http://hdl.handle.net/10251/178415
dc.description.abstract [EN] Several Japanese multinational corporations (MNCs) have recently adopted an English-only policy known as “Englishnization”. This study examines the impact of this policy using computer-assisted text analysis to investigate changes in cultural expatriates’ perceptions of Japanese work practices and values over time. Cultural expatriates are a significant but underexplored outcome of globalization. Despite the recent proliferation of studies on the internationalization of Japanese MNCs, few studies have focused on cultural expatriates' perceptions of corporate language policy in social media texts. This study analyzes a corpus of 208 posts from Rakuten, a Japanese MNC, on Glassdoor from 2009 to 2020. The findings suggest that these posts can be divided into three content groups: the threat of a foreign corporate culture, embracing the Rakuten way, and perceptions of leadership and marginalized status. Further, the posts reveal how Rakuten’s corporate language policy, as an instrument of internal internationalization, impacts external internationalization. The dynamics of “Englishnization’’ reveal a pressing issue facing Rakuten: namely, how to balance multinational cohesion with monolingualism and multiculturalism. This paper aims to demonstrate that dynamic topic modeling could enhance our understanding of the manner in which cultural expatriates and the English-only policy affect the internationalization of Japanese MNCs. It contributes to the literature by examining cultural expatriates’ perceptions of Japanese work practices and values from a diachronic perspective. es_ES
dc.language Inglés es_ES
dc.publisher Universitat Politècnica de València es_ES
dc.relation.ispartof Journal of Computer-Assisted Linguistic Research es_ES
dc.rights Reconocimiento - No comercial - Sin obra derivada (by-nc-nd) es_ES
dc.subject Cultural expatriates es_ES
dc.subject Corporate language policy es_ES
dc.subject Social media es_ES
dc.subject Computational sociolinguistics es_ES
dc.subject Dynamic topic modeling es_ES
dc.subject Englishnization es_ES
dc.title Analyzing cultural expatriates' attitudes toward “Englishnization” using dynamic topic modeling es_ES
dc.type Artículo es_ES
dc.identifier.doi 10.4995/jclr.2021.15909
dc.rights.accessRights Abierto es_ES
dc.description.bibliographicCitation Zhang, Z. (2021). Analyzing cultural expatriates' attitudes toward “Englishnization” using dynamic topic modeling. Journal of Computer-Assisted Linguistic Research. 5(1):1-26. https://doi.org/10.4995/jclr.2021.15909 es_ES
dc.description.accrualMethod OJS es_ES
dc.relation.publisherversion https://doi.org/10.4995/jclr.2021.15909 es_ES
dc.description.upvformatpinicio 1 es_ES
dc.description.upvformatpfin 26 es_ES
dc.type.version info:eu-repo/semantics/publishedVersion es_ES
dc.description.volume 5 es_ES
dc.description.issue 1 es_ES
dc.identifier.eissn 2530-9455
dc.relation.pasarela OJS\15909 es_ES
dc.description.references Alalwan, Ali Abdallah. 2018. "Investigating the Impact of Social Media Advertising Features on Customer Purchase Intention." International Journal of Information Management 42: 65-77. https://doi.org/10.1016/j.ijinfomgt.2018.06.001 es_ES
dc.description.references Beamish, Paul W., and Andrew C. Inkpen. 1998. "Japanese Firms and the Decline of the Japanese Expatriate." Journal of World Business 33 (1): 35-50. https://doi.org/10.1016/S1090-9516(98)80003-5 es_ES
dc.description.references Black, J., and A. Morrison. 2010. Sunset in the Land of the Rising Sun: Why Japanese Multinational Corporations Will Struggle in the Global Future. New York: Palgrave Macmillan. es_ES
dc.description.references Blei, David M. 2012. "Probabilistic topic models." Communications of the ACM 55(4): 77-84. https://doi.org/10.1145/2133806.2133826 es_ES
dc.description.references Blei, David M., Andrew Y. Ng, and Michael I. Jordan. 2003. "Latent Dirichlet allocation." Journal of Machine Research 3: 993-1022. es_ES
dc.description.references Blei, David M, and John D. Lafferty. 2006. "Dynamic Topic Models." In Proceedings of the 23rd International Conference on Machine Learning, 113-120. https://doi.org/10.1145/1143844.1143859 es_ES
dc.description.references Brannen, Mary Yoko, and David C. Thomas. 2010. "Bicultural Individuals in Organizations: Implications and Opportunity." International Journal of Cross Cultural Management 10(1): 5-16. https://doi.org/10.1177/1470595809359580 es_ES
dc.description.references Brannen, Mary Yoko, Dominie Garcia, and David C. Thomas. 2009. "Biculturals as Natural Bridges for Intercultural Communication and Collaboration." In Proceedings of the 2009 International Workshop on Intercultural Collaboration, 207-210. https://doi.org/10.1145/1499224.1499257 es_ES
dc.description.references Bucholtz, Mary, and Kira Hall. 2005. "Identity and Interaction: A Sociocultural Linguistic Approach." Discourse Studies 7(4-5): 585-614. https://doi.org/10.1177/1461445605054407 es_ES
dc.description.references Chandelier, Marie, Agnes Steuckardt, Raphael Mathevet, Sascha Diwersy, and Olivier Gimenez. 2018. "Content Analysis of Newspaper Coverage of Wolf Recolonization in France using Structural Topic Modeling." Biological Conservation 220: 254-261. https://doi.org/10.1016/j.biocon.2018.01.029 es_ES
dc.description.references Chung, Neo Christopher, BłaŻej Miasojedow, Michał Startek, and Anna Gambin. 2019. "Jaccard/Tanimoto Similarity Test and Estimation Methods for Biological Presence-Absence Data." BMC Bioinformatics 20(15): 1-11. https://doi.org/10.1186/s12859-019-3118-5 es_ES
dc.description.references Cogo, Alessia and Yanaprasart, Patchareerat. 2018. "English is the language of business": An exploration of language ideologies in two European corporate contexts." In English in Business and Commerce: Interactions and Policies; English in Europe, Volume 5, edited by Tamah Sherman and Jiri Nekvapil, 96-116. Berlin, Boston: De Gruyter Mouton. https://doi.org/10.1515/9781501506833-005 es_ES
dc.description.references Conrad, Harald, and Hendrik Meyer-Ohle. 2019. Overcoming the Ethnocentric Firm? - Foreign Fresh University Graduate Employment in Japan as a New International Human Resource Development Method. The International Journal of Human Resource Management 30(17): 2525-2543. https://doi.org/10.1080/09585192.2017.1330275 es_ES
dc.description.references Elangovan, Vinodh Krishnan, and Jacob Eisenstein. 2015. "You're Mr. Lebowski, I'm the Dude": Inducing Address Term Formality in Signed Social Networks. In Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics - Human Language Technologies. 1616-1626. https://doi.org/10.3115/v1/N15-1185 es_ES
dc.description.references Froese, Fabian J., and Yasuyuki Kishi. 2013. "Organizational Attractiveness of Foreign Firms in Asia: Soft Power Matters." Asian Business & Management 12(3): 281-297. https://doi.org/10.1057/abm.2013.3 es_ES
dc.description.references Gaibrois, Claudine. 2015. "Power at Work: the Discursive Construction of Power Relations in Multilingual Organizations." Thesis. Bamberg: Difo-Druck. es_ES
dc.description.references Giddens, Anthony. 1991. Modernity and Self-identity: Self and Society in the Late Modern age. Stanford: Stanford University Press. es_ES
dc.description.references Hong, Liangjie, and Brian D. Davison. 2010. "Empirical Study of Topic Modeling in Twitter." In Proceedings of the First Workshop on Social Media Analytics - SOMA '10. https://doi.org/10.1145/1964858.1964870 es_ES
dc.description.references Jacoby, Sanford M. 2005. "Business and Society in Japan and the United States." British Journal of Industrial Relations 43(4): 617. https://doi.org/10.1111/j.1467-8543.2005.00476.x es_ES
dc.description.references Jameson, Daphne A. 2007. "Reconceptualizing Cultural Identity and its Role in Intercultural Business Communication." The Journal of Business Communication (1973) 44(3): 199-235. https://doi.org/10.1177/0021943607301346 es_ES
dc.description.references Johannsen, Anders, Dirk Hovy, and Anders Søgaard. 2015. "Cross-lingual Syntactic Variation over Age and Gender." In Proceedings of the Nineteenth Conference on Computational Natural Language Learning, 103-112. https://doi.org/10.18653/v1/K15-1011 es_ES
dc.description.references Kankaanranta, Anne, and Wei Lu. 2013. "The Evolution of English as the Business Lingua Franca: Signs of Convergence in Chinese and Finnish Professional Communication." Journal of Business and Technical Communication 27(3): 288-307. https://doi.org/10.1177/1050651913479919 es_ES
dc.description.references Keeley, Tim. 2001. International Human Resource Management in Japanese Firms: Their Greatest Challenge. London: Palgrave Macmillan UK. https://doi.org/10.1057/9780230597655 es_ES
dc.description.references Kopp, Rochelle. 1994a. "International Human Resource Policies and Practices in Japanese, European, and United States Multinationals." Human Resource Management 33(4): 581-599. https://doi.org/10.1002/hrm.3930330407 es_ES
dc.description.references Kopp, Rochelle. 1994b. The Rice-paper Ceiling: Breaking Through Japanese Corporate Culture. Berkeley: Stone Bridge Press. es_ES
dc.description.references Kwok, Linchi, and Bei Yu. 2013. "Spreading Social Media Messages on Facebook: An Analysis of Restaurant Business-to-Consumer Communications." Cornell Hospitality Quarterly 54(1): 84-94. https://doi.org/10.1177/1938965512458360 es_ES
dc.description.references Luo, Ning, Yilu Zhou, and John Shon. 2016. "Employee Satisfaction and Corporate Performance: Mining Employee Reviews on Glassdoor.com". In Proceedings of the 2016 International Conference on Information Systems. 1-16. es_ES
dc.description.references Martin, Roger L. 2009. The Opposable Mind How Successful Leaders Win Through Integrative Thinking. Boston: Harvard Business School Press. es_ES
dc.description.references Milroy, Lesley, and Matthew Gordon. 2008. Sociolinguistics: Method and Interpretation, vol. 13. Chichester: John Wiley & Sons. es_ES
dc.description.references Moniz, Andy. 2016. "Inferring Employees' Social Media Perceptions of Goal-setting Corporate Cultures and the Link to Firm Value." Unpublished Working Paper. https://doi.org/10.2139/ssrn.2768091 es_ES
dc.description.references Morishima, Motohiro. 1995. "Embedding HRM in a Social Context." British Journal of Industrial Relations 33(4): 617-640. https://doi.org/10.1111/j.1467-8543.1995.tb00459.x es_ES
dc.description.references Neeley, Tsedal. 2011. "Language and Globalization: 'Englishnization' at Rakuten." Harvard Business School Organizational Behavior Unit Case (412-002). es_ES
dc.description.references Neeley, Tsedal. 2017. The Language of Global Success: How a Common Tongue Transforms Multinational Organizations. Princeton: Princeton University Press. https://doi.org/10.1515/9781400888641 es_ES
dc.description.references Nelson, Laura K. 2020. "Computational Grounded Theory: A Methodological Framework." Sociological Methods & Research 49(1): 3-42. https://doi.org/10.1177/0049124117729703 es_ES
dc.description.references Nguyen, Dong, A Seza Doğruöz, Carolyn P Rosé, and Franciska De Jong. 2016. "Computational Sociolinguistics: A Survey." Computational Linguistics 42(3): 537-593. https://doi.org/10.1162/COLI_a_00258 es_ES
dc.description.references Nguyen, Dong, Dolf Trieschnigg, and Theo Meder. 2014. "Tweetgenie: Development, Evaluation, and Lessons Learned." In Proceedings of Coling 2014, the 25th International Conference on Computational Linguistics: System Demonstrations, 62-66. es_ES
dc.description.references Nixon, Richard Mark. 2015. "Workplace English Usage in Japan." The Journal of the Faculty of Foreign Studies 47: 21-34. es_ES
dc.description.references Ringberg, Torsten V., David Luna, Markus Reihlen, and Laura A. Peracchio. 2010. "Bicultural-bilinguals: The Effect of Cultural Frame Switching on Translation Equivalence." International Journal of Cross Cultural Management 10(1): 77-92. https://doi.org/10.1177/1470595809359585 es_ES
dc.description.references Rumsey, Alan. "Wording, Meaning, and Linguistic Ideology." 1990. American Anthropologist 92, no. 2: 346-61. https://doi.org/10.1525/aa.1990.92.2.02a00060 es_ES
dc.description.references Schaaper, Johannes, Bruno Amann, Jacques Jaussaud, Hiroyuki Nakamura, and Shuji Mizoguchi. 2013. "Human Resource Management in Asian Subsidiaries: Comparison of French and Japanese MNCs." The International Journal of Human Resource Management 24 (7): 1454-70. https://doi.org/10.1080/09585192.2012.712545 es_ES
dc.description.references Sekiguchi, Tomoki, Fabian Jintae Froese, and Chie Iguchi. 2016. "International Human Resource Management of Japanese Multinational Corporations: Challenges and Future Directions." Asian Business & Management 15(2): 83-109. https://doi.org/10.1057/abm.2016.5 es_ES
dc.description.references Shiraki, Mitsuhide. 2007. Role of Japanese Expatriates in Japanese Multinational Corporations: From the Perspective of the Multinational Internal Labor Market." Working Paper No.42. Tokyo: School of Political Science and Economics, Waseda University. es_ES
dc.description.references Tagliamonte, Sali A. 2006. Analysing Sociolinguistic Variation. Cambridge: Cambridge University Press. https://doi.org/10.1017/CBO9780511801624 es_ES
dc.description.references Tanimoto, Taffee T. 1958. "Elementary Mathematical Theory of Classification and Prediction." International Business Machines Corp. es_ES
dc.description.references Törnberg, Anton, and Petter Törnberg. 2016. "Combining CDA and Topic Modeling: Analyzing Discursive Connections Between Islamophobia and Anti-feminism on an Online Forum." Discourse & Society 27(4): 401-422. https://doi.org/10.1177/0957926516634546 es_ES
dc.description.references Tung, Rosalie L. 1984. "Strategic Management of Human Resources in the Multinational Enterprise." Human Resource Management 23(2): 129-143. https://doi.org/10.1002/hrm.3930230204 es_ES
dc.description.references Vayansky, Ike, and Sathish A.P. Kumar. 2020. "A Review of Topic Modeling Methods." Information Systems 94: 101582. https://doi.org/10.1016/j.is.2020.101582 es_ES
dc.description.references Welch, Denice E., and Lawrence S. Welch. 2008. "The Importance of Language in International Knowledge Transfer." Management International Review 48(3): 339-60. https://doi.org/10.1007/s11575-008-0019-7 es_ES
dc.description.references Wong, Heung Wah. 2010. "Why a Globalizing Corporate Culture Still Inhibits Localization of Management; the Yaohan Case." Sangyō Keiei Kenkyū 32(1): 31-48. es_ES
dc.description.references Wong, May M.L. 1996. "Shadow Management in Japanese Companies in Hong Kong." Asia Pacific Journal of Human Resources 34(1): 95-110. https://doi.org/10.1177/103841119603400106 es_ES
dc.description.references Xiang, Zheng, Qianzhou Du, Yufeng Ma, and Weiguo Fan. 2017. "A Comparative Analysis of Major Online Review Platforms: Implications for Social Media Analytics in Hospitality and Tourism." Tourism Management 58: 51-65. https://doi.org/10.1016/j.tourman.2016.10.001 es_ES
dc.description.references Yagi, Noriko, and Jill Kleinberg. 2011. "Boundary Work: An Interpretive Ethnographic Perspective on Negotiating and Leveraging Cross-cultural Identity." Journal of International Business Studies 42(5): 629-653. https://doi.org/10.1057/jibs.2011.10 es_ES
dc.description.references Zhang, Ziyuan. 2021a. "Content Analysis of Language-Sensitive Recruitment Influenced by Corporate Language Policy Using Topic Modeling." HERMES - Journal of Language and Communication in Business, no. 61: 77-91. https://tidsskrift.dk/her/article/view/127928 https://doi.org/10.7146/hjlcb.vi61.127928 es_ES
dc.description.references Zhang, Ziyuan. 2021b. "It is All about Topic: Discovering Topics and Trends in Employee Perceptions of Corporate Language Policy." Journal of Multilingual and Multicultural Development: 1-19. https://doi.org/10.1080/01434632.2021.1938087 es_ES


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