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The Role of Internal and External Complexity in Global Factory Performance: An NKC Application

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  • Celo, Sokol
  • Nebus, James
  • Wang, I. Kim

Abstract

The global factory literature suggests that MNCs can take advantage of global operations by extensively offshoring and outsourcing activities. However, the added difficulty for the lead firm to coordinate the resulting complex structure is often underestimated. Evidence could be found in Boeing's 787 Dreamliner project, in which the external complexity disrupted MNC performance. Motivated by the gap between theory and practice, this study focuses on systems of MNCs connected with each other with supplier-client relationships and/or outsourcing. In particular it investigates the interplay of the internal and external complexity in such systems and how their balance affects the system performance. The study models the internal and external complexity by using the NKC-simulation methodology and adjusting it to the specific MNC context. The NKC methodology is widely used in organization theory to study complex systems. Simulations comparing the performance of MNCs that use outsourcing to different degrees indicate that a balanced level of internal and external complexity is beneficial in the context of global factory.

Suggested Citation

  • Celo, Sokol & Nebus, James & Wang, I. Kim, 2018. "The Role of Internal and External Complexity in Global Factory Performance: An NKC Application," Journal of International Management, Elsevier, vol. 24(1), pages 65-83.
  • Handle: RePEc:eee:intman:v:24:y:2018:i:1:p:65-83
    DOI: 10.1016/j.intman.2017.12.005
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    as
    1. Jan W. Rivkin, 2001. "Reproducing Knowledge: Replication Without Imitation at Moderate Complexity," Organization Science, INFORMS, vol. 12(3), pages 274-293, June.
    2. Jan W. Rivkin & Nicolaj Siggelkow, 2003. "Balancing Search and Stability: Interdependencies Among Elements of Organizational Design," Management Science, INFORMS, vol. 49(3), pages 290-311, March.
    3. Li, Dan & Eden, Lorraine & Josefy, Matthew, 2017. "Agent and Task Complexity in Multilateral Alliances: The Safeguarding Role of Equity Governance," Journal of International Management, Elsevier, vol. 23(3), pages 227-241.
    4. Jeffrey T. Macher & Christopher Boerner, 2012. "Technological development at the boundaries of the firm: a knowledge‐based examination in drug development," Strategic Management Journal, Wiley Blackwell, vol. 33(9), pages 1016-1036, September.
    5. Floortje Alkemade & Koen Frenken & Marko Hekkert & Malte Schwoon, 2009. "A complex systems methodology to transition management," Journal of Evolutionary Economics, Springer, vol. 19(4), pages 527-543, August.
    6. María Jesús Nieto & Alicia Rodríguez, 2011. "Offshoring of R&D: Looking abroad to improve innovation performance," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 42(3), pages 345-361, April.
    7. Peter J. Buckley, 2011. "International Integration and Coordination in the Global Factory," Management International Review, Springer, vol. 51(2), pages 269-283, April.
    8. Kristien Coucke & Leo Sleuwaegen, 2008. "Offshoring as a survival strategy: evidence from manufacturing firms in Belgium," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 39(8), pages 1261-1277, December.
    9. Anil K. Gupta & Vijay Govindarajan, 2000. "Knowledge flows within multinational corporations," Strategic Management Journal, Wiley Blackwell, vol. 21(4), pages 473-496, April.
    10. Kedia, Ben L. & Lahiri, Somnath, 2007. "International outsourcing of services: A partnership model," Journal of International Management, Elsevier, vol. 13(1), pages 22-37, March.
    11. Philip Anderson, 1999. "Perspective: Complexity Theory and Organization Science," Organization Science, INFORMS, vol. 10(3), pages 216-232, June.
    12. Jörg Claussen & Tobias Kretschmer & Nils Stieglitz, 2015. "Vertical Scope, Turbulence, and the Benefits of Commitment and Flexibility," Management Science, INFORMS, vol. 61(4), pages 915-929, April.
    13. Frenken, Koen, 2006. "A fitness landscape approach to technological complexity, modularity, and vertical disintegration," Structural Change and Economic Dynamics, Elsevier, vol. 17(3), pages 288-305, September.
    14. Tina C. Ambos & Julian Birkinshaw, 2010. "Headquarters’ Attention and Its Effect on Subsidiary Performance," Management International Review, Springer, vol. 50(4), pages 449-469, August.
    15. Masaaki Kotabe & Michael J. Mol & Sonia Ketkar, 2008. "An evolutionary stage model of outsourcing and competence destruction: A Triad comparison of the consumer electronics industry," Management International Review, Springer, vol. 48(1), pages 65-94, February.
    16. Max Boisot & John Child, 1999. "Organizations as Adaptive Systems in Complex Environments: The Case of China," Organization Science, INFORMS, vol. 10(3), pages 237-252, June.
    17. Peter J Buckley & Pervez N Ghauri, 2004. "Globalisation, economic geography and the strategy of multinational enterprises," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 35(3), pages 255-255, May.
    18. Fleming, Lee & Sorenson, Olav, 2001. "Technology as a complex adaptive system: evidence from patent data," Research Policy, Elsevier, vol. 30(7), pages 1019-1039, August.
    19. Mol, Michael J. & Pauwels, Pieter & Matthyssens, Paul & Quintens, Lieven, 2004. "A technological contingency perspective on the depth and scope of international outsourcing," Journal of International Management, Elsevier, vol. 10(2), pages 287-305.
    20. Pankaj Ghemawat & Daniel Levinthal, 2008. "Choice Interactions and Business Strategy," Management Science, INFORMS, vol. 54(9), pages 1638-1651, September.
    21. Celo, Sokol & Nebus, James & Kim Wang, I., 2015. "MNC structure, complexity, and performance: Insights from NK methodology," Journal of International Management, Elsevier, vol. 21(3), pages 182-199.
    22. Schmeisser, Bjoern, 2013. "A Systematic Review of Literature on Offshoring of Value Chain Activities," Journal of International Management, Elsevier, vol. 19(4), pages 390-406.
    23. Bill McKelvey, 1999. "Avoiding Complexity Catastrophe in Coevolutionary Pockets: Strategies for Rugged Landscapes," Organization Science, INFORMS, vol. 10(3), pages 294-321, June.
    24. Peter J Buckley & Pervez N Ghauri, 2004. "Globalisation, economic geography and the strategy of multinational enterprises," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 35(2), pages 81-98, March.
    25. Buckley, Peter J., 2009. "The impact of the global factory on economic development," Journal of World Business, Elsevier, vol. 44(2), pages 131-143, April.
    26. Caldart, Adrián A. & Oliveira, Fernando, 2010. "Analysing industry profitability: A "complexity as cause" perspective," European Management Journal, Elsevier, vol. 28(2), pages 95-107, April.
    27. Jan W. Rivkin & Nicolaj Siggelkow, 2007. "Patterned Interactions in Complex Systems: Implications for Exploration," Management Science, INFORMS, vol. 53(7), pages 1068-1085, July.
    28. Susan M. Mudambi & Stephen Tallman, 2010. "Make, Buy or Ally? Theoretical Perspectives on Knowledge Process Outsourcing through Alliances," Journal of Management Studies, Wiley Blackwell, vol. 47(s2), pages 1434-1456, December.
    29. Farok J. Contractor & Vikas Kumar & Sumit K. Kundu & Torben Pedersen, 2010. "Reconceptualizing the Firm in a World of Outsourcing and Offshoring: The Organizational and Geographical Relocation of High‐Value Company Functions," Journal of Management Studies, Wiley Blackwell, vol. 47(8), pages 1417-1433, December.
    30. Rahul Kapoor & Ron Adner, 2012. "What Firms Make vs. What They Know: How Firms' Production and Knowledge Boundaries Affect Competitive Advantage in the Face of Technological Change," Organization Science, INFORMS, vol. 23(5), pages 1227-1248, October.
    31. Jan W. Rivkin, 2000. "Imitation of Complex Strategies," Management Science, INFORMS, vol. 46(6), pages 824-844, June.
    32. Dellestrand, Henrik & Kappen, Philip, 2011. "Headquarters Allocation of Resources to Innovation Transfer Projects within the Multinational Enterprise," Journal of International Management, Elsevier, vol. 17(4), pages 263-277.
    33. Daniel A. Levinthal, 1997. "Adaptation on Rugged Landscapes," Management Science, INFORMS, vol. 43(7), pages 934-950, July.
    34. Mohammad Yamin, 2011. "A Commentary on Peter Buckley’s Writings on the Global Factory," Management International Review, Springer, vol. 51(2), pages 285-293, April.
    35. Frenken, Koen, 2000. "A complexity approach to innovation networks. The case of the aircraft industry (1909-1997)," Research Policy, Elsevier, vol. 29(2), pages 257-272, February.
    36. Stephan Billinger & Nils Stieglitz & Terry R. Schumacher, 2014. "Search on Rugged Landscapes: An Experimental Study," Organization Science, INFORMS, vol. 25(1), pages 93-108, February.
    37. Rugman, Alan M. & Brewer, Thomas L. (ed.), 2001. "The Oxford Handbook of International Business," OUP Catalogue, Oxford University Press, number 9780199241828.
    38. Farok J. Contractor & Vikas Kumar & Sumit K. Kundu & Torben Pedersen, 2010. "Reconceptualizing the Firm in a World of Outsourcing and Offshoring: The Organizational and Geographical Relocation of High-Value Company Functions," Journal of Management Studies, Wiley Blackwell, vol. 47(s2), pages 1417-1433, December.
    39. Susan M. Mudambi & Stephen Tallman, 2010. "Make, Buy or Ally? Theoretical Perspectives on Knowledge Process Outsourcing through Alliances," Journal of Management Studies, Wiley Blackwell, vol. 47(8), pages 1434-1456, December.
    40. Olivier Bertrand, 2011. "What goes around, comes around: Effects of offshore outsourcing on the export performance of firms," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 42(2), pages 334-344, February.
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