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Optimal selection of expatriates for cross-border assignment to enhance manufacturing efficiency

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  • Zhang, Ying
  • Zhu, Jing
  • Xu, Nan
  • Duan, Sophia Xiaoxia
  • Huang, Xiaodi

Abstract

Ventures of manufacturing multinationals into overseas markets are on the rise despite the recent rising protectionism. The optimal selection of international human resources is one of the critical success factors contributing to cross-border task performance and manufacturing efficiency. This paper addresses the expatriate selection problem by presenting an integrated two-stage optimization approach that makes use of data envelopment analysis and decision trees. A survey of 317 expatriates is conducted in multinational manufacturing productions for demonstrating the applicability and effectiveness of the proposed optimization approach. Findings reveal the optimal match between different sets of human critical success factors and the external system variables under two different settings of cultural flows. This study contributes to the existing research by proposing an effective and practical optimization approach for selecting the best expatriates for cross-border production assignments.

Suggested Citation

  • Zhang, Ying & Zhu, Jing & Xu, Nan & Duan, Sophia Xiaoxia & Huang, Xiaodi, 2021. "Optimal selection of expatriates for cross-border assignment to enhance manufacturing efficiency," International Journal of Production Economics, Elsevier, vol. 232(C).
  • Handle: RePEc:eee:proeco:v:232:y:2021:i:c:s0925527320302814
    DOI: 10.1016/j.ijpe.2020.107926
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    as
    1. Bentefouet, Frank & Nembhard, David A., 2013. "Optimal flow-line conditions with worker variability," International Journal of Production Economics, Elsevier, vol. 141(2), pages 675-684.
    2. Oded Shenkar, 2001. "Cultural Distance Revisited: Towards a More Rigorous Conceptualization and Measurement of Cultural Differences," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 32(3), pages 519-535, September.
    3. Gary Gereffi & Stacey Frederick & Penny Bamber, . "Diverse paths of upgrading in high-tech manufacturing: Costa Rica in the electronics and medical devices global value chains," UNCTAD Transnational Corporations Journal, United Nations Conference on Trade and Development.
    4. Corominas, Albert & Olivella, Jordi & Pastor, Rafael, 2010. "A model for the assignment of a set of tasks when work performance depends on experience of all tasks involved," International Journal of Production Economics, Elsevier, vol. 126(2), pages 335-340, August.
    5. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    6. Richardson, Julia & Mallon, Mary, 2005. "Career interrupted? The case of the self-directed expatriate," Journal of World Business, Elsevier, vol. 40(4), pages 409-420, November.
    7. Hepu Deng & Sophia Xiaoxia Duan & Donghui Jie & Jiangjing Fu, 2019. "An Efficiency-Based Approach for Selecting Electronic Markets in Sustainable Electronic Business: A SME’s Perspective," Sustainability, MDPI, vol. 11(7), pages 1-13, March.
    8. Jabbour, Charbel José Chiappetta & Neto, Angelo Saturnino & Gobbo, José Alcides & Ribeiro, Maisa de Souza & Jabbour, Ana Beatriz Lopes de Sousa, 2015. "“Eco-innovations in more sustainable supply chains for a low-carbon economy: A multiple case study of human critical success factors in Brazilian leading companies”," International Journal of Production Economics, Elsevier, vol. 164(C), pages 245-257.
    9. Pournader, Mehrdokht & Kach, Andrew & Fahimnia, Behnam & Sarkis, Joseph, 2019. "Outsourcing performance quality assessment using data envelopment analytics," International Journal of Production Economics, Elsevier, vol. 207(C), pages 173-182.
    10. Johnson, Sharon A. & Zhu, Joe, 2003. "Identifying "best" applicants in recruiting using data envelopment analysis," Socio-Economic Planning Sciences, Elsevier, vol. 37(2), pages 125-139, June.
    11. Cook, Wade D. & Seiford, Larry M., 2009. "Data envelopment analysis (DEA) - Thirty years on," European Journal of Operational Research, Elsevier, vol. 192(1), pages 1-17, January.
    12. C. Barros & F. Alves, 2003. "Human capital theory and social capital theory on sports management," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 9(3), pages 218-226, August.
    13. 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.
    14. Anquan Zou & Sophia Xiaoxia Duan & Hepu Deng, 2019. "Multicriteria Decision Making for Evaluating and Selecting Information Systems Projects: A Sustainability Perspective," Sustainability, MDPI, vol. 11(2), pages 1-13, January.
    15. Farris, Jennifer A. & Van Aken, Eileen M. & Doolen, Toni L. & Worley, June, 2009. "Critical success factors for human resource outcomes in Kaizen events: An empirical study," International Journal of Production Economics, Elsevier, vol. 117(1), pages 42-65, January.
    16. 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.
    17. Tsai, Hsien-Tang & Moskowitz, Herbert & Lee, Lai-Hsi, 2003. "Human resource selection for software development projects using Taguchi's parameter design," European Journal of Operational Research, Elsevier, vol. 151(1), pages 167-180, November.
    18. Lee, Jong Min, 2019. "Intra- and inter-regional diversification, subsidiary value chain activities and expatriate utilization," Journal of International Management, Elsevier, vol. 25(3), pages 1-1.
    19. R. D. Banker & A. Charnes & W. W. Cooper, 1984. "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis," Management Science, INFORMS, vol. 30(9), pages 1078-1092, September.
    20. Ivan M Manev & William B Stevenson, 2001. "Nationality, Cultural Distance, and Expatriate Status: Effects on the Managerial Network in a Multinational Enterprise," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 32(2), pages 285-303, June.
    21. Buzacott, John A., 2002. "The impact of worker differences on production system output," International Journal of Production Economics, Elsevier, vol. 78(1), pages 37-44, July.
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