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Modeling the dynamics of network technology adoption and the role of converters

Published: 01 December 2010 Publication History

Abstract

New network technologies constantly seek to displace incumbents. Their success depends on technological superiority, the size of the incumbent's installed base, users' adoption behaviors, and various other factors. The goal of this paper is to develop an understanding of competition between network technologies and identify the extent to which different factors, in particular converters (a.k.a. gateways), affect the outcome. Converters can help entrants overcome the influence of the incumbent's installed base by enabling cross-technology interoperability. However, they have development, deployment, and operations costs and can introduce performance degradations and functionality limitations, so that if, when, why, and how they help is often unclear. To this end, the paper proposes and solves a model for adoption of competing network technologies by individual users. The model incorporates a simple utility function that captures key aspects of users' adoption decisions. Its solution reveals a number of interesting and at times unexpected behaviors, including the possibility for converters to reduce overall market penetration of the technologies and to prevent convergence to a stable state, something that never arises in their absence. The findings were tested for robustness, e.g., different utility functions and adoption models, and found to remain valid across a broad range of scenarios.

References

[1]
F. M. Bass, "A new product growth for model consumer durables," Manage. Sci., vol. 15, no. 5, pp. 215-227, 1969.
[2]
L. M. B. Cabral, "On the adoption of innovation with network externalities," Math. Social Sci., vol. 19, pp. 299-308, 1990.
[3]
J. P. Choi, "Do converters facilitate the transition to a newincompatible technology?: A dynamic analysis of converters," Int. J. Ind. Org., vol. 14, pp. 825-836, 1996.
[4]
D. Demirhan, V. S. Jacob, and S. Raghunathan, "Strategic IT investments: The impact of switching cost and declining IT cost," Manage. Sci., vol. 53, no. 2, pp. 208-226, 2007.
[5]
A. Durand, Ed., "Dual-stack lite broadband deployments post IPv4 exhaustion," Internet Draft (Draft-Ietf-Softwire-Dual-Stack-Lite-04.txt) Mar. 2010, (Work in progress).
[6]
J. Farrell and G. Saloner, "Installed base and compatibility: Innovation, product preannouncements, and predation," Amer. Econ. Rev., vol. 76, pp. 940-955, 1986.
[7]
J. Farrell and G. Saloner, "Converters, compatibility, and the control of interfaces," J. Ind. Econ., vol. 40, no. 1, pp. 9-35, 1992.
[8]
L. A. Fourt and J. W. Woodlock, "Early prediction of market success for grocery products," J. Market., vol. 25, pp. 31-38, 1960.
[9]
P. E. Green, A. Krieger, and Y. Wind, "Thirty years of conjoint analysis: Reflections and prospects," Interfaces, vol. 31, no. 3, pp. S56-S73, 2001.
[10]
D. Horsky, "A diffusion model incorporating product benefits, price, income and information," Market. Sci., vol. 9, no. 4, pp. 342-365, 1990.
[11]
D. Joseph, N. Shetty, J. Chuang, and I. Stoica, "Modeling the adoption of new network architectures," in Proc. ACM CoNEXT, 2007, Article no. 5.
[12]
New-Product Diffusion Models, V. Mahajan, E. Muller, and Y. Wind, Eds. New York: Springer, 2000.
[13]
B. Martorelli, "Internet service providers: Addressing the customer service challenge," Hurwitz Group Inc., Framingham, MA, White Paper, 2000.
[14]
J. A. Norton and F. M. Bass, "A diffusion theory model of adoption and substitution for successive generations of high-technology products," Manage. Sci., vol. 33, no. 9, pp. 1069-1086, 1987.
[15]
S. Sen, Y. Jin, R. Guérin, and K. Hosanagar, "Modeling the dynamics of network technology adoption and the role of converters," University of Pennsylvania, Tech. rep., Jun. 2009 {Online}. Available: http://repository.upenn.edu/esepapers/496/

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Information

Published In

cover image IEEE/ACM Transactions on Networking
IEEE/ACM Transactions on Networking  Volume 18, Issue 6
December 2010
323 pages

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IEEE Press

Publication History

Published: 01 December 2010
Accepted: 09 April 2010
Revised: 24 December 2009
Received: 22 June 2009
Published in TON Volume 18, Issue 6

Author Tags

  1. converters
  2. diffusion
  3. dynamics
  4. equilibrium
  5. externality
  6. technology adoption

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  • (2016)Exploring user-provided connectivityIEEE/ACM Transactions on Networking10.1109/TNET.2014.237877124:1(542-554)Online publication date: 1-Feb-2016
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