Predicting Individual Behavior with Social Networks

Published Online:https://doi.org/10.1287/mksc.2013.0817

References

  • Ajzen I, Fishbein M (1980) Understanding Attitudes and Predicting Social Behavior (Prentice-Hall, Englewood Cliffs, NJ).Google Scholar
  • Aral S (2011) Identifying social influence: A comment on opinion leadership and social contagion. Marketing Sci. 30(23):217–223.LinkGoogle Scholar
  • Aral S, Muchnika L, Sundararajana A (2009) Distinguishing influence-based contagion from homophily-driven diffusion in dynamic networks. Proc. Natl. Acad. Sci. USA 106(51): 21544–21549.CrossrefGoogle Scholar
  • Bass FM (1969) A new product growth model for consumer durables. Management Sci. 15:215–227.LinkGoogle Scholar
  • Bhatt R, Chaoji V, Parekh R (2010) Predicting product adoption in large-scale social networks. Proc. 19th Internat. Conf. Inform. Knowledge Management (ICIKM 2010) (ACM, New York),1039–1048.CrossrefGoogle Scholar
  • Blattberg RC, Kim B-D, Neslin SA (2008) Database Marketing: Analyzing and Managing Customers (Springer, New York).CrossrefGoogle Scholar
  • Burt RS (1987) Social contagion and innovation: Cohesion versus structural equivalence. Amer. J. Sociol. 92(6):1287–1335.CrossrefGoogle Scholar
  • Centola D (2010) The spread of behavior in an online social network experiment. Science 329(5996):1194–1197.CrossrefGoogle Scholar
  • Christakis NA, Fowler JH (2007) The spread of obesity in a large social network over 32 years. New England J. Medicine 357(4): 370–379.CrossrefGoogle Scholar
  • Coleman JS, Katz E, Menzel H (1966) Medical Innovation: A Diffusion Study (Bobbs-Merrill, Indianapolis).Google Scholar
  • Godes D (2011) Invited comment on “Opinion leadership and social contagion in new product diffusion”. Marketing Sci. 30(2): 224–229.LinkGoogle Scholar
  • Godes D, Mayzlin D (2009) Firm-created word-of-mouth communication: Evidence from a field test. Marketing Sci. 28(4):721–739.LinkGoogle Scholar
  • Gupta S, Lehmann DR, Stuart JA (2004) Valuing customers. J. Marketing Res. 41(1):7–18.CrossrefGoogle Scholar
  • Hiebert LD (1974) Risk, learning, and the adoption of fertilizer responsive seed varieties. Amer. J. Agricultural Econom. 56(4):764–768.CrossrefGoogle Scholar
  • Hill S, Provost F, Volinsky C (2006) Network-based marketing: Identifying likely adopters via consumer networks. Statist. Sci. 21(2):256–276.CrossrefGoogle Scholar
  • Iyengar R, Van den Bulte C, Valente TW (2011) Opinion leadership and social contagion in new product diffusion. Marketing Sci. 30(2):195–212.LinkGoogle Scholar
  • Iyer G, Soberman DA, Villas-Boas JM (2005) The targeting of advertising. Marketing Sci. 24(3):461–476.LinkGoogle Scholar
  • Lazarsfeld PF, Merton RK (1954) Friendship as a social process: A substantive and methodological analysis. Berger M, ed. Freedom and Control in Modern Society (Van Nostrand, New York), 18–66.Google Scholar
  • Mahajan V, Muller E, Bass FM (1990) New product diffusion models in marketing: A review and directions for research. J. Marketing 54(1):1–26.CrossrefGoogle Scholar
  • Malthouse E, Blattberg R (2005) Can we predict customer lifetime value? J. Interactive Marketing 19(1):2–16.CrossrefGoogle Scholar
  • Manchanda P, Xie Y, Youn N (2008) The role of targeted communication and contagion in product adoption. Marketing Sci. 27(6):961–976.LinkGoogle Scholar
  • Manski CF (2007) Identification for Prediction and Decision (Harvard University Press, Cambridge, MA).Google Scholar
  • McPherson M, Smith-Lovin L, Cook JM (2001) Birds of a feather: Homophily in social networks. Annual Rev. Sociol. 27:415–444.CrossrefGoogle Scholar
  • Peres R, Muller E, Mahajan V (2010) Innovation diffusion and new product growth models: A critical review and research directions. Internat. J. Res. Marketing 27(2):91–106.CrossrefGoogle Scholar
  • Provost F, Dalessandro B, Hook R, Zhang X, Murray A (2009) Audience selection for on-line brand advertising: Privacy-friendly social network targeting. Proc. 15th ACM SIGKDD Internat. Conf. Knowledge Discovery Data Mining (KDD'09) (ACM, New York), 707–716.CrossrefGoogle Scholar
  • Rossi PE, McCulloch RE, Allenby GM (1996) The value of purchase history data in target marketing. Marketing Sci. 15(4):321–340.LinkGoogle Scholar
  • Trusov M, Bodpati AV, Bucklin RE (2010) Determining influential users in Internet social networks. J. Marketing Res. 47(4): 643–658.CrossrefGoogle Scholar
  • Van den Bulte C (2010) Opportunities and challenges in studying customer networks. Wuyts S, Dekimpe MG, Gijsbrechts E, Pieters R, eds. The Connected Customer: The Changing Nature of Consumer and Business Markets (Routledge, London), 7–35.Google Scholar
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