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Adoption and Diffusion Speed of New Technology with Network Externality in a Two-level Supply Chain : An Approach to Relative Factors in Buyer-Supplier Relationships

네트워크 외부효과를 고려한 두 단계 공급체인에서의 신기술 도입과 확산속도에 대한 연구 : 구매자-공급자간 관계 요인에 대한 모형

  • Choi, Daeheon (College of Business Administration, Kookmin University)
  • Received : 2013.04.01
  • Accepted : 2013.08.04
  • Published : 2013.09.30

Abstract

This paper develops a model to predict the adoption and level of usage of network technology in a two-level supply chain with buyer-supplier relationships. A firm's adoption of a new technology depends not only on its own beliefs of the new technology's costs and benefits, but also on the adoption decisions of other firms in the supply chain. A model first analyzes an individual supplier's decision about a new technology adoption considering with multiple suppliers and buyers. Individual suppliers' decisions are aggregated with a population model to project how new technology diffuses across the supply chain and examine the pattern of diffusion process. This study found that as more firms adopt in initial periods, the total amount of information to the potential adopters in the population increases, and then the number of firms persuaded by the information increases as the process moves up the distribution of adoption process. We consider three factors influencing the diffusion speed of the new technology in a supply chain network : mean benefits, cost sharing, and information provision. This study examines how such factors affect the reduction of threshold levels, which implies that reductions in threshold levels have an aggregate effect by accelerating the rate of adoption. In particular, we explore relationship factors available in practice in a buyer-supplier relationship and numerically examines how these relationship factors contribute to increase the diffusion speed of the technology in a two-level supply chain.

Keywords

References

  1. Angst, C.M., R. Agarwal, V. Sambamurthy, and K. Kelly, "Social Contagion and Information Technology Diffusion : The Adoption of Electronic Medical Records in U.S. Hospitals," Management Science, Vol.56 (2010), pp.1219-1241. https://doi.org/10.1287/mnsc.1100.1183
  2. Atali, A., H. Lee, and O. Ozer, "If the Inventory Manager Knew : Value of RFID under Imperfect Inventory Information," Working Paper, McKinsey and Co. Inc., 2009.
  3. Benton, W. and M. Maloni, "The influence of power driven buyer/seller relationships on supply chain satisfaction," Journal of Operations Management, Vol.23(2005), pp.1-22. https://doi.org/10.1016/j.jom.2004.09.002
  4. Brynjolfsson, E. and L. Hitt, "Beyond computation : information technology, Organizational Transformation and Business Performance," Journal of Economic Perspectives, Vol.14, No.4(2000), pp.23-48. https://doi.org/10.1257/jep.14.4.23
  5. Chatterjee, R. and J. Eliashberg, "The innovation diffusion process in a heterogeneous population : A micromodeling approach," Management Science, Vol.36, No.9(1990), pp.1057-1079. https://doi.org/10.1287/mnsc.36.9.1057
  6. DeGroot, M., Optimal statistical decisions, McGraw-Hill, New York, 1970.
  7. Dutta, A., H. Lee, and S. Whang, "RFID and operations management : Technology, value and incentives," Production and Operations Management, Vol.16, No.5(2007), pp.646-655.
  8. Eliashberg, J. and R. Chatterjee, Stochastic issues in modeling the innovation diffusion Process in Innovation Diffusion Models of New Product Acceptance, V. Mahajan and Y. Wind (Eds.), Ballinger Publishing Co., Cambridge, MA, 1986.
  9. Emerson, R.M., "Power-Dependence relations," American Sociological Review, Vol.27 (1962), pp.31-41. https://doi.org/10.2307/2089716
  10. Farrell, J. and G. Saloner, "Standardization, compatibility, and innovation," Rand Journal of Economics, Vol.16(1985), pp.70-83. https://doi.org/10.2307/2555589
  11. Gaukler, G. and R. Seifert, Applications of RFID in supply chains. H. Jung, F.F. Chen, B. Jeong, eds. Trends in Supply Chain Design and Management Technologies and Methodologies. Springer Verlag, London, 2007.
  12. Gaukler, G., O. Ozer, and W. Hausman, "Order progress information : Improved dynamic emergency ordering policies," Production and Operations Management, Vol.17, No.6(2008), pp.599-613. https://doi.org/10.3401/poms.1080.0066
  13. Gaukler, G., R. Seifert, and W. Hausman, "Item-level RFID in the retail supply chain," Production and Operations Management, Vol.16, No.1(2007), pp.65-76. https://doi.org/10.1111/j.1937-5956.2007.tb00166.x
  14. Hardgrave, B., M. Waller, and R. Miller, "RFID's Impact on Out of Stocks : A Sales Velocity Analysis," White paper by the RFID Research Center, Information Technology Research Institute, Sam M. Walton College of Business, University of Arkansas, 2006.
  15. Hart, P. and C. Saunders, "Power and trust : critical factors in the adoption and use of electronic data interchange," Organization Science, Vol.8(1997), pp.23-42. https://doi.org/10.1287/orsc.8.1.23
  16. Heese, S., "Inventory record inaccuracy and RFID adoption," Production and Operations Management, Vol.16, No.5(2007), pp.542-553.
  17. Karaer, O. and H. Lee, "Managing the reverse channel with RFID-enabled negative demand information," Production and Operations Management, Vol.16, No.5(2007), pp.625-645.
  18. Katz, M.L. and C. Shapiro, "Network externalities, competition, and compatibility," American Economic Review, Vol.75, No.3(1985), pp.424-440.
  19. Katz, M.L. and C. Shapiro, "Technology Adoption in the Presence of Network Externalities," Journal of Political Economy, Vol.94(1986), pp.822-841. https://doi.org/10.1086/261409
  20. Kornish, L.J., "Technology choice and timing with positive network effects," European Journal of Operational Research, Vol.173, No.1(2006), pp.268-282. https://doi.org/10.1016/j.ejor.2004.12.004
  21. Lee, H. and O. Ozer, "Unlocking the Value of RFID," Production and Operations Management, Vol.16, No.1(2007), pp.40-64. https://doi.org/10.1111/j.1937-5956.2007.tb00165.x
  22. Lee, H., R. So, and C.S. Tang, "Value of Information Sharing in a Two-Level Supply Chain," Management Science, Vol.46, No.5 (2000), pp.626-643. https://doi.org/10.1287/mnsc.46.5.626.12047
  23. Lee, J., Y. Chang, S. Lee, and H. Lee, "A Research on the Affecting Factor for adopting RFID as a Technology Innovation," Journal of the Korean Operations Research and Management Science Society, Vol.31, No.2(2006), pp.41-55.
  24. Lee, Y., S. Kim, and J. Kim, "The Effect of IT in Buyer-Supplier Linkage : IT Performance, IT Infrastructure and Firm Performance," Korean Management Science Review, Vol.21, No.2(2004), pp.167-189.
  25. Maloni, M. and W. Benton, "Power influences in the supply chain," Journal of Business Logistic, Vol.21, No.1(2000), pp.49-73.
  26. McCardle, K.F., "Information acquisition and the adoption of new technology," Management Science, Vol.31, No.11(1985), pp.1372-1389. https://doi.org/10.1287/mnsc.31.11.1372
  27. Oren, S. and R. Schwartz, "Diffusion of new products in risk-sensitive markets," Journal of Forecasting, Vol.7(1988), pp.273-287. https://doi.org/10.1002/for.3980070407
  28. Pfeffer, J. and G.R. Salancik, The External Control of Organizations : A Resource Dependence Perspective, Harper and Row, New York, 1978.
  29. Pisello, T., The three Rs of RFID : Rewards, risk and ROI, Technology-Evaluation.com, Sep. 28. 2004.
  30. Radio frequency identification (RFID) adoption stalls. Computer Economics, 2007, Available at http://www.computereconomics.com/article.cfm?id=1203.
  31. RFID Market Performing Unevenly During Recession. 2009. RFID Journal, 2009, Available at http://www.rfidupdate.com/articles/index.php? id=1823.
  32. Rogers, E. and D. Kincaid, Communication Netxworks : Toward a New Paradigm for Research, New York : The Free Press, 1981.
  33. Son, D., "The Factors Towards the Adoption of Interorganizational Systems," Journal of the Korean Operations Research and Management Science Society, Vol.29, No.1(2004), pp.17-30.
  34. Ulu, C. and J. Smith, "Uncertainty, information acquisition, and technology adoption," Operations Research, Vol.57, No.3 (2009), pp.740-752. https://doi.org/10.1287/opre.1080.0611
  35. Valente, T.W., Network Models of the Diffusion of Innovations, Hampton Press, Inc., New Jersey, 1995.
  36. Whang, S., "Timing of RFID adoption in a supply chain," Management Science, Vol.56, No.2(2010), pp.343-355. https://doi.org/10.1287/mnsc.1090.1121
  37. Young, H. Peyton, "Innovation Diffusion in Heterogeneous Populations : Contagion, Social Influence, and Social Learning," American Economic Review, Vol.99, No.5(2009), pp. 1899-1924. https://doi.org/10.1257/aer.99.5.1899