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Network analysis of supply chain systems: A systematic review and future research

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  • Marcus A. Bellamy
  • Rahul C. Basole

Abstract

Supply chains are continuously evolving and adapting systems driven by complex sociotechnical interfirm interactions. Traditional engineering and operations management modeling approaches have primarily focused on technical issues and are not well suited to effectively capture the many complex structural and behavioral aspects of supply chain systems (SCSs). There is growing recognition by the supply chain community of the significant benefits a network analytic lens can provide to understand, design, and manage SCSs. We systematically review and analyze the relevant literature and, drawing on a multidisciplinary theoretical foundation, develop an integrative framework. Our framework identifies three distinct, but interdependent themes that characterize the study of SCSs: SCS network structure (i.e., system architecture), SCS network dynamics (i.e., system behavior), and SCS network strategy (i.e., system policy and control). We elaborate on these themes, review key findings, identify the current limitations and knowledge gaps, and discuss the fundamental benefits derived from adopting an integrated SCSs perspective. We conclude with future research directions for network analysis in SCS design and management, in particular, and complex enterprise systems, in general. ©2012 Wiley Periodicals, Inc. Syst Eng 16:

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  • Marcus A. Bellamy & Rahul C. Basole, 2013. "Network analysis of supply chain systems: A systematic review and future research," Systems Engineering, John Wiley & Sons, vol. 16(2), pages 235-249, June.
    • Handle: RePEc:wly:syseng:v:16:y:2013:i:2:p:235-249
    DOI: 10.1002/sys.21238
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    1. Whan-Seon Kim, 2009. "Effects of a Trust Mechanism on Complex Adaptive Supply Networks: An Agent-Based Social Simulation Study," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 12(3), pages 1-4.
    2. Gosling, Jonathan & Naim, Mohamed M., 2009. "Engineer-to-order supply chain management: A literature review and research agenda," International Journal of Production Economics, Elsevier, vol. 122(2), pages 741-754, December.
    3. Laaksonen, Toni & Jarimo, Toni & Kulmala, Harri I., 2009. "Cooperative strategies in customer-supplier relationships: The role of interfirm trust," International Journal of Production Economics, Elsevier, vol. 120(1), pages 79-87, July.
    4. Carlos A. Osorio & Dov Dori & Joseph Sussman, 2011. "COIM: An object‐process based method for analyzing architectures of complex, interconnected, large‐scale socio‐technical systems," Systems Engineering, John Wiley & Sons, vol. 14(4), pages 364-382, December.
    5. Rudberg, Martin & Olhager, Jan, 2003. "Manufacturing networks and supply chains: an operations strategy perspective," Omega, Elsevier, vol. 31(1), pages 29-39, February.
    6. Kinder, Tony, 2003. "Go with the flow--a conceptual framework for supply relations in the era of the extended enterprise," Research Policy, Elsevier, vol. 32(3), pages 503-523, March.
    7. Yu, Lei & Suojapelto, Kimmo & Hallikas, Jukka & Tang, Ou, 2008. "Chinese ICT industry from supply chain perspective--A case study of the major Chinese ICT players," International Journal of Production Economics, Elsevier, vol. 115(2), pages 374-387, October.
    8. Vijayasarathy, Leo R., 2010. "Supply integration: An investigation of its multi-dimensionality and relational antecedents," International Journal of Production Economics, Elsevier, vol. 124(2), pages 489-505, April.
    9. Sarkis, Joseph & Zhu, Qinghua & Lai, Kee-hung, 2011. "An organizational theoretic review of green supply chain management literature," International Journal of Production Economics, Elsevier, vol. 130(1), pages 1-15, March.
    10. Robert Cloutier & Gerrit Muller & Dinesh Verma & Roshanak Nilchiani & Eirik Hole & Mary Bone, 2010. "The Concept of Reference Architectures," Systems Engineering, John Wiley & Sons, vol. 13(1), pages 14-27, March.
    11. Hallikas, Jukka & Karvonen, Iris & Pulkkinen, Urho & Virolainen, Veli-Matti & Tuominen, Markku, 2004. "Risk management processes in supplier networks," International Journal of Production Economics, Elsevier, vol. 90(1), pages 47-58, July.
    12. Ann Vereecke & Roland Van Dierdonck & Arnoud De Meyer, 2006. "A Typology of Plants in Global Manufacturing Networks," Management Science, INFORMS, vol. 52(11), pages 1737-1750, November.
    13. Martinez, M. T. & Fouletier, P. & Park, K. H. & Favrel, J., 2001. "Virtual enterprise - organisation, evolution and control," International Journal of Production Economics, Elsevier, vol. 74(1-3), pages 225-238, December.
    14. Caridi, Maria & Crippa, Luca & Perego, Alessandro & Sianesi, Andrea & Tumino, Angela, 2010. "Do virtuality and complexity affect supply chain visibility?," International Journal of Production Economics, Elsevier, vol. 127(2), pages 372-383, October.
    15. Hameri, Ari-Pekka & Paatela, Antti, 2005. "Supply network dynamics as a source of new business," International Journal of Production Economics, Elsevier, vol. 98(1), pages 41-55, October.
    16. Binder, Mario & Clegg, Ben, 2007. "Enterprise management: A new frontier for organisations," International Journal of Production Economics, Elsevier, vol. 106(2), pages 409-430, April.
    17. Shawn T. Collins & Ali A. Yassine & Stephen P. Borgatti, 2009. "Evaluating product development systems using network analysis," Systems Engineering, John Wiley & Sons, vol. 12(1), pages 55-68, March.
    18. Christine Harland & Jurong Zheng & Thomas Johnsen & Richard Lamming, 2004. "A Conceptual Model for Researching the Creation and Operation of Supply Networks," Post-Print hal-00858313, HAL.
    19. Narasimhan, Ram & Nair, Anand, 2005. "The antecedent role of quality, information sharing and supply chain proximity on strategic alliance formation and performance," International Journal of Production Economics, Elsevier, vol. 96(3), pages 301-313, June.
    20. Josephine E. Olson, 2005. "Top-25-Business-School Professors Rate Journals in Operations Management and Related Fields," Interfaces, INFORMS, vol. 35(4), pages 323-338, August.
    21. Rebolledo, Claudia & Nollet, Jean, 2011. "Learning from suppliers in the aerospace industry," International Journal of Production Economics, Elsevier, vol. 129(2), pages 328-337, February.
    22. Masaaki Kotabe & Xavier Martin & Hiroshi Domoto, 2003. "Gaining from vertical partnerships: knowledge transfer, relationship duration, and supplier performance improvement in the U.S. and Japanese automotive industries," Strategic Management Journal, Wiley Blackwell, vol. 24(4), pages 293-316, April.
    23. Jason E. Bartolomei & Daniel E. Hastings & Richard de Neufville & Donna H. Rhodes, 2012. "Engineering Systems Multiple‐Domain Matrix: An organizing framework for modeling large‐scale complex systems," Systems Engineering, John Wiley & Sons, vol. 15(1), pages 41-61, March.
    24. Bilal Gokpinar & Wallace J. Hopp & Seyed M. R. Iravani, 2010. "The Impact of Misalignment of Organizational Structure and Product Architecture on Quality in Complex Product Development," Management Science, INFORMS, vol. 56(3), pages 468-484, March.
    25. William B. Rouse, 2005. "Enterprises as systems: Essential challenges and approaches to transformation," Systems Engineering, John Wiley & Sons, vol. 8(2), pages 138-150.
    26. Pedroso, Marcelo Caldeira & Nakano, Davi, 2009. "Knowledge and information flows in supply chains: A study on pharmaceutical companies," International Journal of Production Economics, Elsevier, vol. 122(1), pages 376-384, November.
    27. Steven H. Strogatz, 2001. "Exploring complex networks," Nature, Nature, vol. 410(6825), pages 268-276, March.
    28. Wareham, Jonathan & Mathiassen, Lars & Rai, Arun & Straub, Detmar & Klein, Richard, 2005. "The business value of digital supply networks: A program of research on the impacts of globalization," Journal of International Management, Elsevier, vol. 11(2), pages 201-227, June.
    29. Demeter, Krisztina & Gelei, Andrea & Jenei, Istvan, 2006. "The effect of strategy on supply chain configuration and management practices on the basis of two supply chains in the Hungarian automotive industry," International Journal of Production Economics, Elsevier, vol. 104(2), pages 555-570, December.
    30. Chung, Walter W. C. & Yam, Anthony Y. K. & Chan, Michael F. S., 2004. "Networked enterprise: A new business model for global sourcing," International Journal of Production Economics, Elsevier, vol. 87(3), pages 267-280, February.
    31. Björn Fagerström & Lars‐Erik Olsson, 2002. "Knowledge management in collaborative product development," Systems Engineering, John Wiley & Sons, vol. 5(4), pages 274-285.
    32. Mark W. Maier, 2006. "System and software architecture reconciliation," Systems Engineering, John Wiley & Sons, vol. 9(2), pages 146-159, June.
    33. Yee, C.L. & Platts, K.W., 2006. "A framework and tool for supply network strategy operationalisation," International Journal of Production Economics, Elsevier, vol. 104(1), pages 230-248, November.
    34. Rodríguez Monroy, Carlos & Vilana Arto, José Ramón, 2010. "Analysis of global manufacturing virtual networks in the aeronautical industry," International Journal of Production Economics, Elsevier, vol. 126(2), pages 314-323, August.
    35. Lettice, Fiona & Wyatt, Clare & Evans, Stephen, 2010. "Buyer-supplier partnerships during product design and development in the global automotive sector: Who invests, in what and when?," International Journal of Production Economics, Elsevier, vol. 127(2), pages 309-319, October.
    36. Hakansson, Hakan & Ford, David, 2002. "How should companies interact in business networks?," Journal of Business Research, Elsevier, vol. 55(2), pages 133-139, February.
    37. Li, Gang & Yang, Hongjiao & Sun, Linyan & Ji, Ping & Feng, Lei, 2010. "The evolutionary complexity of complex adaptive supply networks: A simulation and case study," International Journal of Production Economics, Elsevier, vol. 124(2), pages 310-330, April.
    38. Klibi, Walid & Martel, Alain & Guitouni, Adel, 2010. "The design of robust value-creating supply chain networks: A critical review," European Journal of Operational Research, Elsevier, vol. 203(2), pages 283-293, June.
    39. Andersen, Poul Houman & Christensen, Poul Rind, 2005. "Bridges over troubled water: suppliers as connective nodes in global supply networks," Journal of Business Research, Elsevier, vol. 58(9), pages 1261-1273, September.
    40. Melissa A. Schilling & Corey C. Phelps, 2007. "Interfirm Collaboration Networks: The Impact of Large-Scale Network Structure on Firm Innovation," Management Science, INFORMS, vol. 53(7), pages 1113-1126, July.
    41. Linda P. Beckerman, 2000. "Application of complex systems science to systems engineering," Systems Engineering, John Wiley & Sons, vol. 3(2), pages 96-102.
    42. Panayides, Photis M. & Venus Lun, Y.H., 2009. "The impact of trust on innovativeness and supply chain performance," International Journal of Production Economics, Elsevier, vol. 122(1), pages 35-46, November.
    43. Samaddar, Subhashish & Nargundkar, Satish & Daley, Marcia, 2006. "Inter-organizational information sharing: The role of supply network configuration and partner goal congruence," European Journal of Operational Research, Elsevier, vol. 174(2), pages 744-765, October.
    44. De Toni, A & Nassimbeni, G., 1995. "Supply networks: Genesis, stability and logistics implications. A comparative analysis of two districts," Omega, Elsevier, vol. 23(4), pages 403-418, August.
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