Strategies for the Diffusion of Innovations on Social Networks
We investigate the spread of innovations on a social network. The network consists of agents that are exposed to the introduction of a new product. Consumers decide whether or not to buy the product based on their own preferences and the decisions of their neighbors in the social network. We use and extend concepts from the literature on epidemics and herd behavior to study this problem. The central question of this paper is whether firms can learn about the network structure and consumer characteristics when only limited information is available, and use this information to evolve a successful directed-advertising strategy. In order to do so, we extend existing models to allow for heterogeneous agents and both positive and negative externalities. The firm can learn a directed-advertising strategy that takes into account both the topology of the social consumer network and the characteristics of the consumer. Such directed-advertising strategies outperform random advertising. Copyright Springer Science + Business Media, Inc. 2005
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Volume (Year): 25 (2005)
Issue (Month): 1 (February)
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- Cowan, Robin & Cowan, William & Swann, Peter, 1997.
"A model of demand with interactions among consumers,"
International Journal of Industrial Organization,
Elsevier, vol. 15(6), pages 711-732, October.
- Cowan, R. & Cowan, W. & Swann, P., 1996. "A Model of Demand with Interactions Among Consumers," UWO Department of Economics Working Papers 9609, University of Western Ontario, Department of Economics.
- Bernheim, B Douglas, 1994. "A Theory of Conformity," Journal of Political Economy, University of Chicago Press, vol. 102(5), pages 841-77, October.
- Ellison, Glenn, 1993.
"Learning, Local Interaction, and Coordination,"
Econometric Society, vol. 61(5), pages 1047-71, September.
- David, Paul A, 1985. "Clio and the Economics of QWERTY," American Economic Review, American Economic Association, vol. 75(2), pages 332-37, May.
- Robin Cowan & William Cowan & G.M. Peter Swann, 2004.
"Waves in consumption with interdependence among consumers,"
Canadian Journal of Economics,
Canadian Economics Association, vol. 37(1), pages 149-177, February.
- Cowan Robin & Cowan William & Swann Peter, 1998. "Waves in Consumption with Interdependence among Consumers," Research Memorandum 007, Maastricht University, Maastricht Economic Research Institute on Innovation and Technology (MERIT).
- Cowan, Robin & Jonard, Nicolas, 2004.
"Network structure and the diffusion of knowledge,"
Journal of Economic Dynamics and Control,
Elsevier, vol. 28(8), pages 1557-1575, June.
- Katz, Michael L & Shapiro, Carl, 1985. "Network Externalities, Competition, and Compatibility," American Economic Review, American Economic Association, vol. 75(3), pages 424-40, June.
- Bikhchandani, Sushil & Hirshleifer, David & Welch, Ivo, 1992.
"A Theory of Fads, Fashion, Custom, and Cultural Change in Informational Cascades,"
Journal of Political Economy,
University of Chicago Press, vol. 100(5), pages 992-1026, October.
- Sushil Bikhchandani & David Hirshleifer & Ivo Welch, 2010. "A theory of Fads, Fashion, Custom and cultural change as informational Cascades," Levine's Working Paper Archive 1193, David K. Levine.
- M. E. J. Newman & D. J. Watts, 1999. "Scaling and Percolation in the Small-World Network Model," Working Papers 99-05-034, Santa Fe Institute.
- Joseph Farrell & Garth Saloner, 1986.
"Installed Base and Compatibility, With Implications for Product Preannouncements,"
411, Massachusetts Institute of Technology (MIT), Department of Economics.
- Joseph Farrell & Garth Saloner, 1985. "Installed Base and Compatibility With Implications for Product Preannouncements," Working papers 385, Massachusetts Institute of Technology (MIT), Department of Economics.
- H Peyton Young, 2000. "The Diffusion of Innovations in Social Networks," Economics Working Paper Archive 437, The Johns Hopkins University,Department of Economics.
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