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U-Shaped Conformity in Online Social Networks

Author

Listed:
  • Monic Sun

    (Questrom School of Business, Boston University, Boston, Massachusetts 02215)

  • Xiaoquan (Michael) Zhang

    (Department of Decision Sciences and Managerial Economics, Chinese University of Hong Kong, Shatin, New Territories, Hong Kong)

  • Feng Zhu

    (Harvard Business School, Harvard University, Boston, Massachusetts 02163)

Abstract

We explore how people balance their needs to belong and to be different from their friends by studying their choices of wall color in a virtual house on a leading Chinese social-networking site. The setting enables us to randomize both the popular color and the adoption rate at the individual level so that our experimental design minimizes informational social influence, homophily, and group-identity signaling to the general public. We find that there exists significant social influence within a user’s friend circle. While learning about the most popular color among a user’s friends generally increases the likelihood for the user to adopt that color, conformity first decreases and then increases with the adoption rate of that choice, which ranges from 50% to 100%. In addition, users who are of a minority or lower socioeconomic status or are newer are more likely to conform upon learning about the popular choice. Our findings are consistent with optimal distinctiveness and middle-status conformity theories and have implications for designing normative marketing campaigns.

Suggested Citation

  • Monic Sun & Xiaoquan (Michael) Zhang & Feng Zhu, 2019. "U-Shaped Conformity in Online Social Networks," Marketing Science, INFORMS, vol. 38(3), pages 461-480, May.
  • Handle: RePEc:inm:ormksc:v:mksc:y:2019:i:3:p:461-480
    DOI: 10.1287/mksc.2018.1133
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    as
    1. Miniard, Paul W & Cohen, Joel B, 1983. "Modeling Personal and Normative Influences on Behavior," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 10(2), pages 169-180, September.
    2. Daniel J. Benjamin & James J. Choi & A. Joshua Strickland, 2010. "Social Identity and Preferences," American Economic Review, American Economic Association, vol. 100(4), pages 1913-1928, September.
    3. Alexandre Mas & Enrico Moretti, 2009. "Peers at Work," American Economic Review, American Economic Association, vol. 99(1), pages 112-145, March.
    4. Charles F. Manski, 1993. "Identification of Endogenous Social Effects: The Reflection Problem," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(3), pages 531-542.
    5. Lorenz Goette & David Huffman & Stephan Meier, 2006. "The Impact of Group Membership on Cooperation and Norm Enforcement: Evidence Using Random Assignment to Real Social Groups," American Economic Review, American Economic Association, vol. 96(2), pages 212-216, May.
    6. Gary Charness & Luca Rigotti & Aldo Rustichini, 2007. "Individual Behavior and Group Membership," American Economic Review, American Economic Association, vol. 97(4), pages 1340-1352, September.
    7. Gerber, Alan S. & Green, Donald P. & Larimer, Christopher W., 2008. "Social Pressure and Voter Turnout: Evidence from a Large-Scale Field Experiment," American Political Science Review, Cambridge University Press, vol. 102(1), pages 33-48, February.
    8. George A. Akerlof & Rachel E. Kranton, 2000. "Economics and Identity," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(3), pages 715-753.
    9. Sergio Currarini & Matthew O. Jackson & Paolo Pin, 2009. "An Economic Model of Friendship: Homophily, Minorities, and Segregation," Econometrica, Econometric Society, vol. 77(4), pages 1003-1045, July.
    10. Ariely, Dan & Levav, Jonathan, 2000. "Sequential Choice in Group Settings: Taking the Road Less Traveled and Less Enjoyed," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 27(3), pages 279-290, December.
    11. Malthouse, Edward C. & Haenlein, Michael & Skiera, Bernd & Wege, Egbert & Zhang, Michael, 2013. "Managing Customer Relationships in the Social Media Era: Introducing the Social CRM House," Journal of Interactive Marketing, Elsevier, vol. 27(4), pages 270-280.
    12. Catherine Tucker & Juanjuan Zhang, 2011. "How Does Popularity Information Affect Choices? A Field Experiment," Management Science, INFORMS, vol. 57(5), pages 828-842, May.
    13. Wesley Hartmann & Puneet Manchanda & Harikesh Nair & Matthew Bothner & Peter Dodds & David Godes & Kartik Hosanagar & Catherine Tucker, 2008. "Modeling social interactions: Identification, empirical methods and policy implications," Marketing Letters, Springer, vol. 19(3), pages 287-304, December.
    14. Hornik, R. & Jacobsohn, L. & Orwin, R. & Piesse, A. & Kalton, G., 2008. "Effects of the National Youth Anti-Drug Media Campaign on youths," American Journal of Public Health, American Public Health Association, vol. 98(12), pages 2229-2236.
    15. Scharfstein, David S & Stein, Jeremy C, 1990. "Herd Behavior and Investment," American Economic Review, American Economic Association, vol. 80(3), pages 465-479, June.
    16. David Austen-Smith & Roland G. Fryer, 2005. "An Economic Analysis of "Acting White"," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(2), pages 551-583.
    17. 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.
    18. Bernheim, B Douglas, 1994. "A Theory of Conformity," Journal of Political Economy, University of Chicago Press, vol. 102(5), pages 841-877, October.
    19. David Austen-Smith & Ronald G. Fryer, 2005. "An Economic Analysis of 'Acting White'," Discussion Papers 1399, Northwestern University, Center for Mathematical Studies in Economics and Management Science.
    20. Yan Chen & Sherry Xin Li, 2009. "Group Identity and Social Preferences," American Economic Review, American Economic Association, vol. 99(1), pages 431-457, March.
    21. Xiaoquan (Michael) Zhang & Feng Zhu, 2011. "Group Size and Incentives to Contribute: A Natural Experiment at Chinese Wikipedia," American Economic Review, American Economic Association, vol. 101(4), pages 1601-1615, June.
    22. Chong (Alex) Wang & Xiaoquan (Michael) Zhang & Il-Horn Hann, 2018. "Socially Nudged: A Quasi-Experimental Study of Friends’ Social Influence in Online Product Ratings," Information Systems Research, INFORMS, vol. 29(3), pages 641-655, September.
    23. Horrace, William C. & Oaxaca, Ronald L., 2006. "Results on the bias and inconsistency of ordinary least squares for the linear probability model," Economics Letters, Elsevier, vol. 90(3), pages 321-327, March.
    24. Abhijit V. Banerjee, 1992. "A Simple Model of Herd Behavior," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(3), pages 797-817.
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