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Mobile Messaging for Offline Group Formation in Prosocial Activities: A Large Field Experiment

Author

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  • Tianshu Sun

    (Marshall School of Business, University of Southern California, Los Angeles, California 90089)

  • Guodong (Gordon) Gao

    (R. H. Smith School of Business, University of Maryland, College Park, Maryland 20742)

  • Ginger Zhe Jin

    (Department of Economics, University of Maryland, College Park, Maryland 20742; and National Bureau of Economic Research, Cambridge, Massachusetts 02138)

Abstract

In this paper, we use mobile messaging to leverage recipients’ social ties and encourage offline prosocial activities in groups. In particular, we conduct a randomized field experiment with 80,000 blood donors and study how behavioral interventions and economic rewards motivate offline group formation. We find that two commonly used interventions—reminder messages and individual reward—are ineffective in motivating group formation because they do not compensate donors for the cost of bringing friends. In contrast, we find that group reward—a new reward that is contingent on a donor bringing a friend—is effective in motivating group formation. Furthermore, group reward tends to attract different types of donors, especially those who are traditionally less active in online social settings but have more local social ties. Structural estimation further reveals the underlying mechanisms, suggesting that group reward is four times more cost-effective than individual reward in driving total donation. Our study suggests that motivating offline group formation is a promising approach to boost prosocial activities. The online appendix is available at https://doi.org/10.1287/mnsc.2018.3069 . This paper was accepted by Chris Forman, information systems.

Suggested Citation

  • Tianshu Sun & Guodong (Gordon) Gao & Ginger Zhe Jin, 2019. "Mobile Messaging for Offline Group Formation in Prosocial Activities: A Large Field Experiment," Management Science, INFORMS, vol. 67(6), pages 2717-2736, June.
  • Handle: RePEc:inm:ormnsc:v:65:y:2019:i:6:p:2717-2736
    DOI: 10.1287/mnsc.2018.3069
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    1. Stefano DellaVigna & John A. List & Ulrike Malmendier, 2012. "Testing for Altruism and Social Pressure in Charitable Giving," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(1), pages 1-56.
    2. Goette, Lorenz & Stutzer, Alois, 2020. "Blood donations and incentives: Evidence from a field experiment," Journal of Economic Behavior & Organization, Elsevier, vol. 170(C), pages 52-74.
    3. Lori Beaman & Jeremy Magruder, 2012. "Who Gets the Job Referral? Evidence from a Social Networks Experiment," American Economic Review, American Economic Association, vol. 102(7), pages 3574-3593, December.
    4. Dan Ariely & Anat Bracha & Stephan Meier, 2009. "Doing Good or Doing Well? Image Motivation and Monetary Incentives in Behaving Prosocially," American Economic Review, American Economic Association, vol. 99(1), pages 544-555, March.
    5. Nicola Lacetera & Mario Macis & Robert Slonim, 2012. "Will There Be Blood? Incentives and Displacement Effects in Pro-social Behavior," American Economic Journal: Economic Policy, American Economic Association, vol. 4(1), pages 186-223, February.
    6. Uri Gneezy & Stephan Meier & Pedro Rey-Biel, 2011. "When and Why Incentives (Don't) Work to Modify Behavior," Journal of Economic Perspectives, American Economic Association, vol. 25(4), pages 191-210, Fall.
    7. Anindya Ghose & Avi Goldfarb & Sang Pil Han, 2013. "How Is the Mobile Internet Different? Search Costs and Local Activities," Information Systems Research, INFORMS, vol. 24(3), pages 613-631, September.
    8. Gordon Burtch & Anindya Ghose & Sunil Wattal, 2015. "The Hidden Cost of Accommodating Crowdfunder Privacy Preferences: A Randomized Field Experiment," Management Science, INFORMS, vol. 61(5), pages 949-962, May.
    9. Duncan Sheppard Gilchrist & Emily Glassberg Sands, 2016. "Something to Talk About: Social Spillovers in Movie Consumption," Journal of Political Economy, University of Chicago Press, vol. 124(5), pages 1339-1382.
    10. Yan Chen & F. Maxwell Harper & Joseph Konstan & Sherry Xin Li, 2010. "Social Comparisons and Contributions to Online Communities: A Field Experiment on MovieLens," American Economic Review, American Economic Association, vol. 100(4), pages 1358-1398, September.
    11. Jae Young Lee & David R. Bell, 2013. "Neighborhood Social Capital and Social Learning for Experience Attributes of Products," Marketing Science, INFORMS, vol. 32(6), pages 960-976, November.
    12. Becker, Gary S, 1991. "A Note on Restaurant Pricing and Other Examples of Social Influences on Price," Journal of Political Economy, University of Chicago Press, vol. 99(5), pages 1109-1116, October.
    13. Anjana Susarla & Jeong-Ha Oh & Yong Tan, 2012. "Social Networks and the Diffusion of User-Generated Content: Evidence from YouTube," Information Systems Research, INFORMS, vol. 23(1), pages 23-41, March.
    14. Sinan Aral & Christos Nicolaides, 2017. "Exercise contagion in a global social network," Nature Communications, Nature, vol. 8(1), pages 1-8, April.
    15. Andreoni, James & Rao, Justin M., 2011. "The power of asking: How communication affects selfishness, empathy, and altruism," Journal of Public Economics, Elsevier, vol. 95(7), pages 513-520.
    16. Karlan, Dean & McConnell, Margaret A., 2014. "Hey look at me: The effect of giving circles on giving," Journal of Economic Behavior & Organization, Elsevier, vol. 106(C), pages 402-412.
    17. David Godes & Dina Mayzlin & Yubo Chen & Sanjiv Das & Chrysanthos Dellarocas & Bruce Pfeiffer & Barak Libai & Subrata Sen & Mengze Shi & Peeter Verlegh, 2005. "The Firm's Management of Social Interactions," Marketing Letters, Springer, vol. 16(3), pages 415-428, December.
    18. Andreoni, James, 1989. "Giving with Impure Altruism: Applications to Charity and Ricardian Equivalence," Journal of Political Economy, University of Chicago Press, vol. 97(6), pages 1447-1458, December.
    19. Sun, Tianshu & Lu, Susan Feng & Jin, Ginger Zhe, 2016. "Solving shortage in a priceless market: Insights from blood donation," Journal of Health Economics, Elsevier, vol. 48(C), pages 149-165.
    20. Crumpler, Heidi & Grossman, Philip J., 2008. "An experimental test of warm glow giving," Journal of Public Economics, Elsevier, vol. 92(5-6), pages 1011-1021, June.
    21. Noah J. Goldstein & Robert B. Cialdini & Vladas Griskevicius, 2008. "A Room with a Viewpoint: Using Social Norms to Motivate Environmental Conservation in Hotels," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 35(3), pages 472-482, March.
    22. Yuqing Ren & Jilin Chen & John Riedl, 2016. "The Impact and Evolution of Group Diversity in Online Open Collaboration," Management Science, INFORMS, vol. 62(6), pages 1668-1686, June.
    23. Iajya, Victor & Lacetera, Nicola & Macis, Mario & Slonim, Robert, 2013. "The effects of information, social and financial incentives on voluntary undirected blood donations: Evidence from a field experiment in Argentina," Social Science & Medicine, Elsevier, vol. 98(C), pages 214-223.
    24. Olivier Toubia & Andrew T. Stephen, 2013. "Intrinsic vs. Image-Related Utility in Social Media: Why Do People Contribute Content to Twitter?," Marketing Science, INFORMS, vol. 32(3), pages 368-392, May.
    25. Ravi Bapna & Akhmed Umyarov, 2015. "Do Your Online Friends Make You Pay? A Randomized Field Experiment on Peer Influence in Online Social Networks," Management Science, INFORMS, vol. 61(8), pages 1902-1920, August.
    26. James Andreoni & B. Douglas Bernheim, 2009. "Social Image and the 50-50 Norm: A Theoretical and Experimental Analysis of Audience Effects," Econometrica, Econometric Society, vol. 77(5), pages 1607-1636, September.
    27. Gordon Burtch & Yili Hong & Ravi Bapna & Vladas Griskevicius, 2018. "Stimulating Online Reviews by Combining Financial Incentives and Social Norms," Management Science, INFORMS, vol. 64(5), pages 2065-2082, May.
    28. Jeonghye Choi & David R. Bell & Leonard M. Lodish, 2012. "Traditional and IS-Enabled Customer Acquisition on the Internet," Management Science, INFORMS, vol. 58(4), pages 754-769, April.
    29. Sinan Aral & Dylan Walker, 2011. "Creating Social Contagion Through Viral Product Design: A Randomized Trial of Peer Influence in Networks," Management Science, INFORMS, vol. 57(9), pages 1623-1639, February.
    30. Zheng Fang & Bin Gu & Xueming Luo & Yunjie Xu, 2015. "Contemporaneous and Delayed Sales Impact of Location-Based Mobile Promotions," Information Systems Research, INFORMS, vol. 26(3), pages 552-564, September.
    31. Yan Chen & Sherry Xin Li, 2009. "Group Identity and Social Preferences," American Economic Review, American Economic Association, vol. 99(1), pages 431-457, March.
    32. repec:feb:framed:0087 is not listed on IDEAS
    33. Nicola Lacetera & Mario Macis & Robert Slonim, 2014. "Rewarding Volunteers: A Field Experiment," Management Science, INFORMS, vol. 60(5), pages 1107-1129, May.
    34. 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.
    35. Victor Iajya & Nicola Lacetera & Mario Macis & Robert Slonim, 2012. "The Effects of Information, Social and Economic Incentives on Voluntary Undirected Blood Donations: Evidence from a Randomized Controlled Trial in Argentina," NBER Working Papers 18630, National Bureau of Economic Research, Inc.
    36. Sinan Aral & Dylan Walker, 2014. "Tie Strength, Embeddedness, and Social Influence: A Large-Scale Networked Experiment," Management Science, INFORMS, vol. 60(6), pages 1352-1370, June.
    37. Bruno S. Frey & Alois Stutzer (ed.), 2007. "Economics and Psychology: A Promising New Cross-Disciplinary Field," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262062631, December.
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