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Exploring embeddedness, centrality, and social influence on backer behavior: the role of backer networks in crowdfunding

Author

Listed:
  • Yuho Chung

    (Lingnan University)

  • Yiwei Li

    (Lingnan University)

  • Jianmin Jia

    (The Chinese University of Hong Kong
    Shenzhen Research Institute of Big Data)

Abstract

This research examines the influence of backers’ social networks on their backing behavior using data from a large social networking site and a reward-based crowdfunding platform. We distinguish the roles of nodes and ties in a backer’s social network and assess the combined and differential effects of these two types of social relationship on the backer’s pledge decisions. As backers have different motives for engaging in different crowdfunding campaigns, which range from commercially oriented technological innovation to community-based social development, we further examine how these effects differ between technology-oriented campaigns and social-oriented campaigns. We find that node-level factors (e.g., centrality) have a greater influence on technology-oriented campaigns than on social-oriented campaigns, while tie-level factors (e.g., embeddedness) have a stronger impact on social-oriented campaigns. Considering the two forms of embeddedness in tandem, we find that the effects of relational embeddedness on backers’ pledge decisions are not only moderated by structural embeddedness but also contingent on campaign type. These results offer important theoretical insights into the drivers of contribution, which should be considered by crowdfunding operators and campaign proponents seeking to stimulate contribution.

Suggested Citation

  • Yuho Chung & Yiwei Li & Jianmin Jia, 2021. "Exploring embeddedness, centrality, and social influence on backer behavior: the role of backer networks in crowdfunding," Journal of the Academy of Marketing Science, Springer, vol. 49(5), pages 925-946, September.
  • Handle: RePEc:spr:joamsc:v:49:y:2021:i:5:d:10.1007_s11747-021-00779-x
    DOI: 10.1007/s11747-021-00779-x
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    as
    1. Jing Wang & Anocha Aribarg & Yves F. Atchadé, 2013. "Modeling Choice Interdependence in a Social Network," Marketing Science, INFORMS, vol. 32(6), pages 977-997, November.
    2. Tim Rowley & Dean Behrens & David Krackhardt, 2000. "Redundant governance structures: an analysis of structural and relational embeddedness in the steel and semiconductor industries," Strategic Management Journal, Wiley Blackwell, vol. 21(3), pages 369-386, March.
    3. 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.
    4. Raghuram Iyengar & Christophe Van den Bulte & Thomas W. Valente, 2011. "Opinion Leadership and Social Contagion in New Product Diffusion," Marketing Science, INFORMS, vol. 30(2), pages 195-212, 03-04.
    5. Massimo G. Colombo & Chiara Franzoni & Cristina Rossi–Lamastra, 2015. "Internal Social Capital and the Attraction of Early Contributions in Crowdfunding," Entrepreneurship Theory and Practice, , vol. 39(1), pages 75-100, January.
    6. Gordon Burtch & Anindya Ghose & Sunil Wattal, 2016. "Secret Admirers: An Empirical Examination of Information Hiding and Contribution Dynamics in Online Crowdfunding," Information Systems Research, INFORMS, vol. 27(3), pages 478-496, September.
    7. Belk, Russell W, 1988. "Possessions and the Extended Self," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 15(2), pages 139-168, September.
    8. Peter Moran, 2005. "Structural vs. relational embeddedness: social capital and managerial performance," Strategic Management Journal, Wiley Blackwell, vol. 26(12), pages 1129-1151, December.
    9. Douglas Cumming & Lars Hornuf (ed.), 2018. "The Economics of Crowdfunding," Springer Books, Springer, number 978-3-319-66119-3, December.
    10. Bearden, William O & Netemeyer, Richard G & Teel, Jesse E, 1989. "Measurement of Consumer Susceptibility to Interpersonal Influence," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 15(4), pages 473-481, March.
    11. Bergstrom, Theodore & Blume, Lawrence & Varian, Hal, 1986. "On the private provision of public goods," Journal of Public Economics, Elsevier, vol. 29(1), pages 25-49, February.
    12. Ajay Agrawal & Christian Catalini & Avi Goldfarb, 2015. "Crowdfunding: Geography, Social Networks, and the Timing of Investment Decisions," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 24(2), pages 253-274, June.
    13. Thies, Ferdinand & Wessel, Michael & Benlian, Alexander, 2016. "Effects of Social Interaction Dynamics on Platforms," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 84688, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    14. Yuchi Zhang & David Godes, 2018. "Learning from Online Social Ties," Marketing Science, INFORMS, vol. 37(3), pages 425-444, May.
    15. Mingfeng Lin & Siva Viswanathan, 2016. "Home Bias in Online Investments: An Empirical Study of an Online Crowdfunding Market," Management Science, INFORMS, vol. 62(5), pages 1393-1414, May.
    16. 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.
    17. Mark Granovetter, 2005. "The Impact of Social Structure on Economic Outcomes," Journal of Economic Perspectives, American Economic Association, vol. 19(1), pages 33-50, Winter.
    18. Hunt Allcott & Matthew Gentzkow & Chuan Yu, 2019. "Trends in the Diffusion of Misinformation on Social Media," NBER Working Papers 25500, National Bureau of Economic Research, Inc.
    19. Dmitri Kuksov & Chenxi Liao, 2019. "Opinion Leaders and Product Variety," Marketing Science, INFORMS, vol. 38(5), pages 812-834, September.
    20. Brown, Jacqueline Johnson & Reingen, Peter H, 1987. "Social Ties and Word-of-Mouth Referral Behavior," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 14(3), pages 350-362, December.
    21. Mollick, Ethan, 2014. "The dynamics of crowdfunding: An exploratory study," Journal of Business Venturing, Elsevier, vol. 29(1), pages 1-16.
    22. Herzenstein, Michal & Dholakia, Utpal M. & Andrews, Rick L., 2011. "Strategic Herding Behavior in Peer-to-Peer Loan Auctions," Journal of Interactive Marketing, Elsevier, vol. 25(1), pages 27-36.
    23. Albert E. Mannes, 2009. "Are We Wise About the Wisdom of Crowds? The Use of Group Judgments in Belief Revision," Management Science, INFORMS, vol. 55(8), pages 1267-1279, August.
    24. Zhihong Ke & De Liu & Daniel J. Brass, 2020. "Do Online Friends Bring Out the Best in Us? The Effect of Friend Contributions on Online Review Provision," Information Systems Research, INFORMS, vol. 31(4), pages 1322-1336, December.
    25. Yansong Hu & Christophe Van den Bulte, 2014. "Nonmonotonic Status Effects in New Product Adoption," Marketing Science, INFORMS, vol. 33(4), pages 509-533, July.
    26. Gordon Burtch & Anindya Ghose & Sunil Wattal, 2013. "An Empirical Examination of the Antecedents and Consequences of Contribution Patterns in Crowd-Funded Markets," Information Systems Research, INFORMS, vol. 24(3), pages 499-519, September.
    27. Gary Chamberlain, 1980. "Analysis of Covariance with Qualitative Data," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(1), pages 225-238.
    28. Thies, Ferdinand & Wessel, Michael & Benlian, Alexander, 2016. "Effects of Social Interaction Dynamics on Platforms," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 82420, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    29. Bin Zhang & Paul A. Pavlou & Ramayya Krishnan, 2018. "On Direct vs. Indirect Peer Influence in Large Social Networks," Information Systems Research, INFORMS, vol. 29(2), pages 292-314, June.
    30. Rishika Rishika & Jui Ramaprasad, 2019. "The Effects of Asymmetric Social Ties, Structural Embeddedness, and Tie Strength on Online Content Contribution Behavior," Management Science, INFORMS, vol. 65(7), pages 3398-3422, July.
    31. Park, C Whan & Lessig, V Parker, 1977. "Students and Housewives: Differences in Susceptibility to Reference Group Influence," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 4(2), pages 102-110, Se.
    32. Kuppuswamy, Venkat & Bayus, Barry L., 2017. "Does my contribution to your crowdfunding project matter?," Journal of Business Venturing, Elsevier, vol. 32(1), pages 72-89.
    33. Diandian Xiang & Leinan Zhang & Qiuyan Tao & Yonggui Wang & Shuang Ma, 2019. "Informational or emotional appeals in crowdfunding message strategy: an empirical investigation of backers’ support decisions," Journal of the Academy of Marketing Science, Springer, vol. 47(6), pages 1046-1063, November.
    34. Ling Peng & Geng Cui & Yuho Chung & Chunyu Li, 2019. "A multi-facet item response theory approach to improve customer satisfaction using online product ratings," Journal of the Academy of Marketing Science, Springer, vol. 47(5), pages 960-976, September.
    35. Mingfeng Lin & Nagpurnanand R. Prabhala & Siva Viswanathan, 2013. "Judging Borrowers by the Company They Keep: Friendship Networks and Information Asymmetry in Online Peer-to-Peer Lending," Management Science, INFORMS, vol. 59(1), pages 17-35, August.
    36. repec:feb:framed:0087 is not listed on IDEAS
    37. 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.
    38. Chul Kim & P. K. Kannan & Michael Trusov & Andrea Ordanini, 2020. "Modeling Dynamics in Crowdfunding," Marketing Science, INFORMS, vol. 39(2), pages 339-365, March.
    39. Daniel Z. Levin & Rob Cross, 2004. "The Strength of Weak Ties You Can Trust: The Mediating Role of Trust in Effective Knowledge Transfer," Management Science, INFORMS, vol. 50(11), pages 1477-1490, November.
    40. Juanjuan Zhang & Peng Liu, 2012. "Rational Herding in Microloan Markets," Management Science, INFORMS, vol. 58(5), pages 892-912, May.
    41. Robert M. Bond & Christopher J. Fariss & Jason J. Jones & Adam D. I. Kramer & Cameron Marlow & Jaime E. Settle & James H. Fowler, 2012. "A 61-million-person experiment in social influence and political mobilization," Nature, Nature, vol. 489(7415), pages 295-298, September.
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    2. Fengjiao Zhang & Hong Zhang & Sumeet Gupta, 2023. "Investor participation in reward-based crowdfunding: impacts of entrepreneur efforts, platform characteristics, and perceived value," Information Technology and Management, Springer, vol. 24(1), pages 19-36, March.
    3. Chandler, Jeffrey A. & Anglin, Aaron H. & Kanwal, Fizza & Short, Jeremy C., 2024. "No politics in funding pitches: An expectancy violations theory perspective of entrepreneurs' political expressions in crowdfunding," Journal of Business Venturing, Elsevier, vol. 39(1).
    4. Zhao, Liang & Sun, Zhe & Chen, Si & Gugnani, Ritika & Sahore, Nidhi, 2024. "Social media opinion leaders and information diffusion of crowdfunding projects: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    5. Francisca Jiménez-Jiménez & Maria Virtudes Alba-Fernández & Cristina Martínez-Gómez, 2021. "Attracting the Right Crowd under Asymmetric Information: A Game Theory Application to Rewards-Based Crowdfunding," Mathematics, MDPI, vol. 9(21), pages 1-23, October.
    6. Yoo, Jenny Jeongeun & Song, Sangyoung & Jhang, Jihoon, 2022. "Overhead aversion and facial expressions in crowdfunding," Journal of Retailing and Consumer Services, Elsevier, vol. 69(C).
    7. Sirine Zribi, 2022. "Effects of social influence on crowdfunding performance: implications of the covid-19 pandemic," Palgrave Communications, Palgrave Macmillan, vol. 9(1), pages 1-8, December.

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