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)
E. Bendoly, K. Donohue, K. Schultz, Behavior in operations management: Assessing recent findings and revisiting old assumptions. J. Oper. Manag. 24, 737–752 (2006)
P. Berends, G. Romme, Simulation as a research tool in management studies. Europ. Manag. J. 17(6), 576–583 (1999)
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)
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)
T.Y. Choi, K. Dooley, M. Rungtusanatham, Supply networks and complex adaptive systems: Control versus emergence. J. Oper. Manag. 19, 351–366 (2001)
M. Christopher, Logistics & Supply Chain Management (Pitmans, London, 1992)
J.P. Davis, K. Eisenhardt, C.B. Bingham, Developing theory through simulation methods. Acad. Manag. Rev. 32, 480–499 (2007)
R.D. Dubrin, A.J. Ireland, Management and Organization, 2nd edn (South Western Publishing, Cincinnati, 1993)
R. Ernst, B. Kamrad, Evaluation of supply chain structure through modularization and postponement. Eur. J. Oper. Res. 124, 495–510 (2000)
S. Ethiraj, D. Levinthal, Modularity and innovation in complex systems. Manag. Sci. 50(2), 159–173 (2004)
M.T. Frohlich, R. Westbrook, Arcs of integration: An international study of supply chain strategies. J. Oper. Manag. 19(2), 185–200 (2001)
I. Giannoccaro, P. Pontrandolfo, Supply chain coordination by revenue sharing contracts. Int. J. Prod. Econ. 89(2), 131–139 (2004)
F. Gino, G. Pisano, Toward a theory of behavioural operations. Manuf. Serv. Oper. Manag. 10, 676–691 (2008)
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)
S. Kauffman, The Origins of Order: Self-Organization and Selection in Evolution (Oxford University, New York, 1993)
J.P. Kotter, Leading change: Why transformation efforts fail. Harv. Busin. Rev. 73, 59–67 (1995)
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)
H.L. Lee, V. Padmanabhan, S. Whang, The bullwhip effect in the supply chains. Sloan Manag. Rev. 38(3), 93–102 (1997)
D.A. Levinthal, Adaptation on rugged landscapes. Manag. Sci. 43, 934–950 (1997)
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)
C.H. Loch, Y. Wu, Behavioral Operations Management (Now Publishers Inc., Hanover, 2007)
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)
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)
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)
J.W. Payne, J.R. Bettman, E.J. Johnson, The Adaptive Decision Maker. (Cambridge University Press, New York, 1993)
J.W. Rivkin, Imitation of complex strategies. Manag. Sci. 46, 824–844 (2000)
J.W. Rivkin, Reproducing knowledge: Replication without imitation at moderate complexity. Organ. Sci. 12, 274–293 (2001)
J.W. Rivkin, N. Siggelkow, Balancing search and stability: Interdependencies among elements of organizational design. Manag. Sci. 49, 290–311 (2003)
E. Siemsen, That thing called Be-Op’s. POMS-Chronicle 16, 12–13 (2009)
N.J. Siggelkow, J.W. Rivkin, Speed and search: Design organizations for turbulence and complexity. Organ. Sci. 16, 101–122 (2005)
D. Simchi-Levi, P. Kaminsky, E. Simchi-Levi, Designing and managing the supply chain: Concepts (Strategies and Case Studies McGraw-Hill International, Singapore, 2000)
H.A. Simon, Rational decision making in business organizations. Am. Econ. Rev. 69(4), 493–513 (1979)
G.C. Stevens, Integrating the Supply Chain. Int. J. Phys. Distrib. & Logist. Manag. 19(8), 3–8 (1989)
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)
T.J. Sturgeon, Modular production networks: A new American model of industrial organization. Ind. Corp. Change 11(3), 451–496 (2002)
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)
K.T. Ulrich, The role of product architecture in the manufacturing firm. Res. Policy 24, 419–440 (1995)
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)
K.K. Whathne, J.B. Heide, Opportunism in interfirm relationships: Forms, outcomes, and solutions. J. Market. 64, 36–51 (2000)
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)
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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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