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Supply Chain Integration: A Behavioral Study Using NK Simulation

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Abstract

This chapter investigates the benefits of supply chain integration (SCI) by including behavioral factors influencing decision-maker behavior. In fact, the majority of the studies on the topic assume that SCI is pursued by a central planner, which is completely rational and adopts an optimizing behavior. Since the central planner is an individual, such assumptions appear to be too simplistic. In particular, I focus the attention on two main behavioral factors: (1) cognitive capacity and (2) resistance to change. Managers in fact differ in terms of ability to solve a problem. This depends on their ability to conceive alternatives solutions to test and on their cognitive limit in comparing alternatives and recognizing the best one. Resistance to change is an attitude of individuals who are averse to risk and prefer not to modify/try new solutions for fear of poor outcomes, fear of the unknown, or/and fear of realization of faults. To pursue the research aim a simulation analysis using NK fitness landscape is carried out, in which a central planner characterized by four increasing levels of cognitive capability and two levels of resistance to change is engaged to manage a supply chain in an integrated manner. Three types of supply chain structures characterized by increasing complexity are considered and their performances measured. Results show that supply chain performance increases as the level of cognitive capacity improves in all the supply chain structures, while resistance to change decreases supply chain performance even if the effect on performance is quite low.

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References

  • R.H. Ballou, S.M. Gilbert, A. Muckherjee, New managerial challenger from supply chain opportunities. Ind. Mark. Manag. 29, 7–19 (2000)

    Article  Google Scholar 

  • E. Bendoly, K. Donohue, K. Schultz, Behavior in operations management: Assessing recent findings and revisiting old assumptions. J. Oper. Manag. 24, 737–752 (2006)

    Article  Google Scholar 

  • P. Berends, G. Romme, Simulation as a research tool in management studies. Europ. Manag. J. 17(6), 576–583 (1999)

    Article  Google Scholar 

  • D.J. Bowersox, D.J. Closs, T.P. Stank, 21st century logistics: Making supply chain integration a reality. Council of logistics management (Oak Brook, 1999)

    Google Scholar 

  • K.M. Carley, L. Gasser, Computational organizational theory. A modern approach to distributed artificial intelligence, in Multiagent Systems, ed. by G. Weiss (The MIT Press, Cambridge, 2000)

    Google Scholar 

  • T.Y. Choi, K. Dooley, M. Rungtusanatham, Supply networks and complex adaptive systems: Control versus emergence. J. Oper. Manag. 19, 351–366 (2001)

    Article  Google Scholar 

  • M. Christopher, Logistics & Supply Chain Management (Pitmans, London, 1992)

    Google Scholar 

  • J.P. Davis, K. Eisenhardt, C.B. Bingham, Developing theory through simulation methods. Acad. Manag. Rev. 32, 480–499 (2007)

    Article  Google Scholar 

  • R.D. Dubrin, A.J. Ireland, Management and Organization, 2nd edn (South Western Publishing, Cincinnati, 1993)

    Google Scholar 

  • R. Ernst, B. Kamrad, Evaluation of supply chain structure through modularization and postponement. Eur. J. Oper. Res. 124, 495–510 (2000)

    Article  MATH  Google Scholar 

  • S. Ethiraj, D. Levinthal, Modularity and innovation in complex systems. Manag. Sci. 50(2), 159–173 (2004)

    Article  Google Scholar 

  • M.T. Frohlich, R. Westbrook, Arcs of integration: An international study of supply chain strategies. J. Oper. Manag. 19(2), 185–200 (2001)

    Article  Google Scholar 

  • I. Giannoccaro, P. Pontrandolfo, Supply chain coordination by revenue sharing contracts. Int. J. Prod. Econ. 89(2), 131–139 (2004)

    Article  Google Scholar 

  • F. Gino, G. Pisano, Toward a theory of behavioural operations. Manuf. Serv. Oper. Manag. 10, 676–691 (2008)

    Article  Google Scholar 

  • J.A. Hill, S. Eckerd, D. Wilson, B. Greer, The effect of unethical behaviour on trust in a buyer-supplier relationship: The mediating role of psychological contract violation. J. Oper. Manag. 17, 281–293 (2009)

    Article  Google Scholar 

  • S. Kauffman, The Origins of Order: Self-Organization and Selection in Evolution (Oxford University, New York, 1993)

    Google Scholar 

  • J.P. Kotter, Leading change: Why transformation efforts fail. Harv. Busin. Rev. 73, 59–67 (1995)

    Google Scholar 

  • D.M. Lambert, M.C. Cooper, J.D. Pagh, Supply chain management: Implementation issues and research opportunities. Int. J. Logist. Manag. 9(2), 1–19 (1998)

    Article  Google Scholar 

  • H.L. Lee, V. Padmanabhan, S. Whang, The bullwhip effect in the supply chains. Sloan Manag. Rev. 38(3), 93–102 (1997)

    Google Scholar 

  • D.A. Levinthal, Adaptation on rugged landscapes. Manag. Sci. 43, 934–950 (1997)

    Article  MATH  Google Scholar 

  • F.R. Lin, M.J. Shaw, Re-engineering the order fulfillment process in supply chain network. Int. J. Flex. Manuf. Syst. 10, 197–229 (1998)

    Article  Google Scholar 

  • C.H. Loch, Y. Wu, Behavioral Operations Management (Now Publishers Inc., Hanover, 2007)

    Google Scholar 

  • S.P. Mantel, M.V. Tatikonda, Y. Liao, A behavioral study of supply manager decision-making: Factors influencing make versus buy evaluation. J. Oper. Manag. 24, 822–838 (2006)

    Article  Google Scholar 

  • E.A. Morash, S.R. Clinton, Supply chain integration: Customer value through collaborative closeness versus operational excellence. J. Market. Theory Pract. 6(4), 104–120 (1998)

    Google Scholar 

  • S.D. Pathak, J.M. Day, A. Nair, W.J. Sawaya, M.M. Kristal, Complexity and adaptivity in supply networks: Building supply network theory using a complex adaptive systems perspective. Decis. Sci. 38, 547–580 (2007)

    Article  Google Scholar 

  • J.W. Payne, J.R. Bettman, E.J. Johnson, The Adaptive Decision Maker. (Cambridge University Press, New York, 1993)

    Google Scholar 

  • J.W. Rivkin, Imitation of complex strategies. Manag. Sci. 46, 824–844 (2000)

    Article  Google Scholar 

  • J.W. Rivkin, Reproducing knowledge: Replication without imitation at moderate complexity. Organ. Sci. 12, 274–293 (2001)

    Article  Google Scholar 

  • J.W. Rivkin, N. Siggelkow, Balancing search and stability: Interdependencies among elements of organizational design. Manag. Sci. 49, 290–311 (2003)

    Article  Google Scholar 

  • E. Siemsen, That thing called Be-Op’s. POMS-Chronicle 16, 12–13 (2009)

    Google Scholar 

  • N.J. Siggelkow, J.W. Rivkin, Speed and search: Design organizations for turbulence and complexity. Organ. Sci. 16, 101–122 (2005)

    Article  Google Scholar 

  • D. Simchi-Levi, P. Kaminsky, E. Simchi-Levi, Designing and managing the supply chain: Concepts (Strategies and Case Studies McGraw-Hill International, Singapore, 2000)

    Google Scholar 

  • H.A. Simon, Rational decision making in business organizations. Am. Econ. Rev. 69(4), 493–513 (1979)

    Google Scholar 

  • G.C. Stevens, Integrating the Supply Chain. Int. J. Phys. Distrib. & Logist. Manag. 19(8), 3–8 (1989)

    Google Scholar 

  • G.N. Stock, N.P. Greis, J.D. Kasarda, Enterprise logistics and supply chain structure: The role of fit. J. Oper. Manag. 18, 531–547 (2000)

    Article  Google Scholar 

  • T.J. Sturgeon, Modular production networks: A new American model of industrial organization. Ind. Corp. Change 11(3), 451–496 (2002)

    Article  Google Scholar 

  • A. Surana, S. Kumara, M. Greaves, U.N. Raghavan, Supply-chain networks: A complex adaptive systems perspective. Int. J. Prod. Res. 20, 4235–4265 (2005)

    Article  Google Scholar 

  • K.T. Ulrich, The role of product architecture in the manufacturing firm. Res. Policy 24, 419–440 (1995)

    Article  Google Scholar 

  • S.K. Vickery, J. Jayaram, C. Droge, R. Calantone, The effects of an integrative supply chain strategy on customer service and financial performance: An analysis of direct versus indirect relationships. J. Oper. Manag. 21, 523–539 (2003)

    Article  Google Scholar 

  • K.K. Whathne, J.B. Heide, Opportunism in interfirm relationships: Forms, outcomes, and solutions. J. Market. 64, 36–51 (2000)

    Article  Google Scholar 

  • X. Zhao, B. Huo, B. Flynn, J.H.Y. Yeung, The impact of power and relationship commitment on the integration between manufacturers and customers in a supply chain. J. Oper. Manag. 26, 368–388 (2008)

    Article  Google Scholar 

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Correspondence to Ilaria Giannoccaro .

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Giannoccaro, I. (2013). Supply Chain Integration: A Behavioral Study Using NK Simulation. In: Giannoccaro, I. (eds) Behavioral Issues in Operations Management. Springer, London. https://doi.org/10.1007/978-1-4471-4878-4_5

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  • DOI: https://doi.org/10.1007/978-1-4471-4878-4_5

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