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Assessing the measurement invariance of the four-dimensional cultural intelligence scale across countries: A composite model approach

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  • Schlägel, Christopher
  • Sarstedt, Marko

Abstract

Over the past decade, the cultural intelligence construct and its underlying dimensions have been used in a number of studies. Prior research has tested the determinants and outcomes of cultural intelligence, using pooled data from different countries and cultures, and has compared the results across contexts. However, these studies often disregarded measurement invariance, which is a necessary requirement for such analyses. We assess the measurement invariance of the commonly used four-dimensional cultural intelligence scale across five countries (China, France, Germany, Turkey, and the U.S.) by means of a composite model logic, using partial least squares structural equation modeling (PLS-SEM). Our results question the scale's dimensionality concerning China and France, and reveal an item set that is invariant across the other countries. Our findings indicate that researchers should be aware of the potential lack of measurement invariance regarding the standard measurement of cultural intelligence. They should therefore be cautious when comparing the results of cross-country and cross-cultural research.

Suggested Citation

  • Schlägel, Christopher & Sarstedt, Marko, 2016. "Assessing the measurement invariance of the four-dimensional cultural intelligence scale across countries: A composite model approach," European Management Journal, Elsevier, vol. 34(6), pages 633-649.
  • Handle: RePEc:eee:eurman:v:34:y:2016:i:6:p:633-649
    DOI: 10.1016/j.emj.2016.06.002
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    1. Ringle, Christian M. & Sarstedt, Marko & Schlittgen, Rainer & Taylor, Charles R., 2013. "PLS path modeling and evolutionary segmentation," Journal of Business Research, Elsevier, vol. 66(9), pages 1318-1324.
    2. Marko Sarstedt & Erik Mooi, 2014. "The Market Research Process," Springer Texts in Business and Economics, in: A Concise Guide to Market Research, edition 2, chapter 2, pages 11-23, Springer.
    3. Felker, Julie & Gianecchini, Martina, 2015. "Influence of pre-graduation international experiences on early career internationalization: The mediation effect of career capital," European Management Journal, Elsevier, vol. 33(1), pages 60-70.
    4. Imai, Lynn & Gelfand, Michele J., 2010. "The culturally intelligent negotiator: The impact of cultural intelligence (CQ) on negotiation sequences and outcomes," Organizational Behavior and Human Decision Processes, Elsevier, vol. 112(2), pages 83-98, July.
    5. Rajagopal, 2014. "The Human Factors," Palgrave Macmillan Books, in: Architecting Enterprise, chapter 9, pages 225-249, Palgrave Macmillan.
    6. David C Thomas & Yuan Liao & Zeynep Aycan & Jean-Luc Cerdin & Andre A Pekerti & Elizabeth C Ravlin & Günter K Stahl & Mila B Lazarova & Henry Fock & Denni Arli & Miriam Moeller & Tyler G Okimoto & Fon, 2015. "Cultural intelligence: A theory-based, short form measure," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 46(9), pages 1099-1118, December.
    7. G Tomas M Hult & David J Ketchen & David A Griffith & Carol A Finnegan & Tracy Gonzalez-Padron & Nukhet Harmancioglu & Ying Huang & M Berk Talay & S Tamer Cavusgil, 2008. "Data equivalence in cross-cultural international business research: assessment and guidelines," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 39(6), pages 1027-1044, September.
    8. Sarstedt, Marko & Diamantopoulos, Adamantios & Salzberger, Thomas, 2016. "Should we use single items? Better not," Journal of Business Research, Elsevier, vol. 69(8), pages 3199-3203.
    9. Kyle C. Huff, 2013. "Language, cultural intelligence and expatriate success," Management Research Review, Emerald Group Publishing Limited, vol. 36(6), pages 596-612, May.
    10. Peter J. Buckley & Malcolm Chapman & Jeremy Clegg & Hanna Gajewska-De Mattos, 2014. "A Linguistic and Philosophical Analysis of Emic and Etic and their Use in International Business Research," Management International Review, Springer, vol. 54(3), pages 307-324, June.
    11. Daniel Bello & Kwok Leung & Lee Radebaugh & Rosalie L Tung & Arjen van Witteloostuijn, 2009. "From the Editors: Student samples in international business research," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 40(3), pages 361-364, April.
    12. Marko Sarstedt & Christian Ringle, 2010. "Treating unobserved heterogeneity in PLS path modeling: a comparison of FIMIX-PLS with different data analysis strategies," Journal of Applied Statistics, Taylor & Francis Journals, vol. 37(8), pages 1299-1318.
    13. Carsten Hahn & Michael D. Johnson & Andreas Herrmann & Frank Huber, 2002. "Capturing Customer Heterogeneity Using A Finite Mixture Pls Approach," Schmalenbach Business Review (sbr), LMU Munich School of Management, vol. 54(3), pages 243-269, July.
    14. Bücker, Joost‏ JLE & Furrer, Olivier & Lin, Yanyan, 2015. "Measuring cultural intelligence: a new test of the CQ scale," FSES Working Papers 461, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
    15. Choi, Soon-Gwon & Johanson, Jan, 2012. "Knowledge translation through expatriates in international knowledge transfer," International Business Review, Elsevier, vol. 21(6), pages 1148-1157.
    16. Simcha Ronen & Oded Shenkar, 2013. "Mapping world cultures: Cluster formation, sources and implications," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 44(9), pages 867-897, December.
    17. Jarvis, Cheryl Burke & MacKenzie, Scott B & Podsakoff, Philip M, 2003. "A Critical Review of Construct Indicators and Measurement Model Misspecification in Marketing and Consumer Research," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 30(2), pages 199-218, September.
    18. Sarstedt, Marko & Diamantopoulos, Adamantios & Salzberger, Thomas & Baumgartner, Petra, 2016. "Selecting single items to measure doubly concrete constructs: A cautionary tale," Journal of Business Research, Elsevier, vol. 69(8), pages 3159-3167.
    19. Nigel J Holden & Snejina Michailova, 2014. "A more expansive perspective on translation in IB research: Insights from the Russian Handbook of Knowledge Management," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 45(7), pages 906-918, September.
    20. Soon Ang & Linn Van Dyne & Christine Koh & K. Yee Ng & Klaus J. Templer & Cheryl Tay & N. Anand Chandrasekar, 2007. "Cultural Intelligence: Its Measurement and Effects on Cultural Judgment and Decision Making, Cultural Adaptation and Task Performance," Management and Organization Review, The International Association for Chinese Management Research, vol. 3(3), pages 335-371, November.
    21. Heather Berry & Mauro F Guillén & Nan Zhou, 2010. "An institutional approach to cross-national distance," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 41(9), pages 1460-1480, December.
    22. Sarstedt, Marko & Ringle, Christian M. & Smith, Donna & Reams, Russell & Hair, Joseph F., 2014. "Partial least squares structural equation modeling (PLS-SEM): A useful tool for family business researchers," Journal of Family Business Strategy, Elsevier, vol. 5(1), pages 105-115.
    23. George R Franke & R Glenn Richey, 2010. "Improving generalizations from multi-country comparisons in international business research," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 41(8), pages 1275-1293, October.
    24. Gudergan, Siegfried P. & Ringle, Christian M. & Wende, Sven & Will, Alexander, 2008. "Confirmatory tetrad analysis in PLS path modeling," Journal of Business Research, Elsevier, vol. 61(12), pages 1238-1249, December.
    25. Phyllis Tharenou, 2013. "Self-initiated expatriates: an alternative to company-assigned expatriates?," Journal of Global Mobility, Emerald Group Publishing Limited, vol. 1(3), pages 336-356, November.
    26. Gupta, Vipin & Hanges, Paul J. & Dorfman, Peter, 2002. "Cultural clusters: methodology and findings," Journal of World Business, Elsevier, vol. 37(1), pages 11-15, April.
    27. Elenkov, Detelin S. & Manev, Ivan M., 2009. "Senior expatriate leadership's effects on innovation and the role of cultural intelligence," Journal of World Business, Elsevier, vol. 44(4), pages 357-369, October.
    28. Vance, Charles M., 2005. "The personal quest for building global competence: A taxonomy of self-initiating career path strategies for gaining business experience abroad," Journal of World Business, Elsevier, vol. 40(4), pages 374-385, November.
    29. Marko Sarstedt & Jan-Michael Becker & Christian M. Ringle & Manfred Schwaiger, 2011. "Uncovering and Treating Unobserved Heterogeneity with FIMIX-PLS: Which Model Selection Criterion Provides an Appropriate Number of Segments?," Schmalenbach Business Review (sbr), LMU Munich School of Management, vol. 63(1), pages 34-62, January.
    30. Agnieszka Chidlow & Emmanuella Plakoyiannaki & Catherine Welch, 2014. "Translation in cross-language international business research: Beyond equivalence," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 45(5), pages 562-582, June.
    31. Steenkamp, Jan-Benedict E M & Baumgartner, Hans, 1998. "Assessing Measurement Invariance in Cross-National Consumer Research," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 25(1), pages 78-90, June.
    32. Abdul Malek, Marlin & Budhwar, Pawan, 2013. "Cultural intelligence as a predictor of expatriate adjustment and performance in Malaysia," Journal of World Business, Elsevier, vol. 48(2), pages 222-231.
    33. Alon, Ilan & Higgins, James M., 2005. "Global leadership success through emotional and cultural intelligences," Business Horizons, Elsevier, vol. 48(6), pages 501-512.
    34. Farrell, Andrew M., 2010. "Insufficient discriminant validity: A comment on Bove, Pervan, Beatty, and Shiu (2009)," Journal of Business Research, Elsevier, vol. 63(3), pages 324-327, March.
    35. Michael Harvey & Nancy Napier & Miriam Moeller, 2011. "Improving the probabilities of success of expatriate managers in the global organisation of the 21st century," International Journal of Human Resources Development and Management, Inderscience Enterprises Ltd, vol. 11(2/3/4), pages 141-166.
    36. Sarstedt, Marko & Hair, Joseph F. & Ringle, Christian M. & Thiele, Kai O. & Gudergan, Siegfried P., 2016. "Estimation issues with PLS and CBSEM: Where the bias lies!," Journal of Business Research, Elsevier, vol. 69(10), pages 3998-4010.
    37. Marko Sarstedt & Erik Mooi, 2014. "A Concise Guide to Market Research," Springer Texts in Business and Economics, Springer, edition 2, number 978-3-642-53965-7, August.
    38. Tharenou, Phyllis, 2008. "Disruptive decisions to leave home: Gender and family differences in expatriation choices," Organizational Behavior and Human Decision Processes, Elsevier, vol. 105(2), pages 183-200, March.
    39. Yulin Fang & Guo‐Liang Frank Jiang & Shige Makino & Paul W. Beamish, 2010. "Multinational Firm Knowledge, Use of Expatriates, and Foreign Subsidiary Performance," Journal of Management Studies, Wiley Blackwell, vol. 47(1), pages 27-54, January.
    40. Ang, Soon & Van Dyne, Linn & Koh, Christine & Ng, K. Yee & Templer, Klaus J. & Tay, Cheryl & Chandrasekar, N. Anand, 2007. "Cultural Intelligence: Its Measurement and Effects on Cultural Judgment and Decision Making, Cultural Adaptation and Task Performance," Management and Organization Review, Cambridge University Press, vol. 3(3), pages 335-371, November.
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