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Does Social Influence Change with Other Information Sources? A Large-Scale Randomized Experiment in Medical Crowdfunding

Author

Listed:
  • Yun Young Hur

    (School of Business, George Mason University, Fairfax, Virginia 22030)

  • Fujie Jin

    (Operations and Decision Technologies Department, Kelley School of Business, Indiana University, Bloomington, Indiana 47401)

  • Xitong Li

    (Information Systems and Operations Management Department, HEC Paris, 78350 Jouy-en-Josas, France)

  • Yuan Cheng

    (Department of Innovation, Entrepreneurship and Strategy, School of Economics and Management, Tsinghua University, Beijing 100084, China)

  • Yu Jeffrey Hu

    (Scheller College of Business, Georgia Institute of Technology, Atlanta, Georgia 30308)

Abstract

We examine how social influence interacts with other information sources to affect user behaviors in the context of medical crowdfunding. We conduct a large-scale randomized field experiment on a leading medical crowdfunding platform, showing friends’ donation information to donors in the treatment group and not showing such information in the control group, and examine how the likelihood to donate differs. In addition, we conduct a survey on Amazon Mechanical Turk to evaluate the informational value of different case attributes in conveying the patients’ need for help to donors. We find that for cases containing attributes with high informational value (e.g., minor patient, severe conditions), social influence is insignificant. In contrast, for cases lacking attributes with high informational value, social influence significantly increases donors’ likelihood to donate. Overall, our results show that the impact of social influence depends on the informational value of other information sources, suggesting that the social influence in our context is primarily informational. Our findings indicate that rather than generating an entrenchment effect, where cases with attributes of high informational value attract disproportionate benefits, social influence can increase donation likelihood to cases that lack such attributes, promoting more equal access to resources overall.

Suggested Citation

  • Yun Young Hur & Fujie Jin & Xitong Li & Yuan Cheng & Yu Jeffrey Hu, 2023. "Does Social Influence Change with Other Information Sources? A Large-Scale Randomized Experiment in Medical Crowdfunding," Information Systems Research, INFORMS, vol. 34(4), pages 1476-1492, December.
    • Handle: RePEc:inm:orisre:v:34:y:2023:i:4:p:1476-1492
    DOI: 10.1287/isre.2022.1189
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    References listed on IDEAS

    as
    1. Scott Morton, Fiona M & Podolny, Joel M, 2002. "Love or Money? The Effects of Owner Motivation in the California Wine Industry," Journal of Industrial Economics, Wiley Blackwell, vol. 50(4), pages 431-456, December.
    2. Raghuram Iyengar & Christophe Van den Bulte & Jae Young Lee, 2015. "Social Contagion in New Product Trial and Repeat," Marketing Science, INFORMS, vol. 34(3), pages 408-429, May.
    3. Liangfei Qiu & Zhan (Michael) Shi & Andrew B. Whinston, 2018. "Learning from Your Friends’ Check-Ins: An Empirical Study of Location-Based Social Networks," Information Systems Research, INFORMS, vol. 29(4), pages 1044-1061, December.
    4. Nicholas Bloom & James Liang & John Roberts & Zhichun Jenny Ying, 2015. "Does Working from Home Work? Evidence from a Chinese Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 130(1), pages 165-218.
    5. Johnson, Michael A. & Stevenson, Regan M. & Letwin, Chaim R., 2018. "A woman's place is in the… startup! Crowdfunder judgments, implicit bias, and the stereotype content model," Journal of Business Venturing, Elsevier, vol. 33(6), pages 813-831.
    6. Dean Karlan & John A. List, 2007. "Does Price Matter in Charitable Giving? Evidence from a Large-Scale Natural Field Experiment," American Economic Review, American Economic Association, vol. 97(5), pages 1774-1793, December.
    7. James Andreoni & Lise Vesterlund, 2001. "Which is the Fair Sex? Gender Differences in Altruism," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(1), pages 293-312.
    8. K. Sudhir & Subroto Roy & Mathew Cherian, 2016. "Do Sympathy Biases Induce Charitable Giving? The Effects of Advertising Content," Marketing Science, INFORMS, vol. 35(6), pages 849-869, November.
    9. Fiona M. Scott Morton & Joel M. Podolny, 2002. "Love or Money? The Effects of Owner Motivation in the California Wine Industry," Journal of Industrial Economics, Wiley Blackwell, vol. 50(4), pages 431-456, December.
    10. Sofia Bapna, 2019. "Complementarity of Signals in Early-Stage Equity Investment Decisions: Evidence from a Randomized Field Experiment," Management Science, INFORMS, vol. 65(2), pages 933-952, February.
    11. K. Sudhir & Subroto Roy & Mathew Cherian, 2014. "Do Sympathy Biases Induce Charitable Giving" The Effects of Advertising Content," Cowles Foundation Discussion Papers 1940, Cowles Foundation for Research in Economics, Yale University, revised Jan 2016.
    12. Dokyun Lee & Kartik Hosanagar, 2021. "How Do Product Attributes and Reviews Moderate the Impact of Recommender Systems Through Purchase Stages?," Management Science, INFORMS, vol. 67(1), pages 524-546, January.
    13. Norbert Steigenberger & Hendrik Wilhelm, 2018. "Extending Signaling Theory to Rhetorical Signals: Evidence from Crowdfunding," Organization Science, INFORMS, vol. 29(3), pages 529-546, June.
    14. 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.
    15. 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.
    16. Judd B. Kessler & Katherine L. Milkman, 2018. "Identity in Charitable Giving," Management Science, INFORMS, vol. 64(2), pages 845-859, February.
    17. 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.
    18. Higgins, Matthew J. & Stephan, Paula E. & Thursby, Jerry G., 2011. "Conveying quality and value in emerging industries: Star scientists and the role of signals in biotechnology," Research Policy, Elsevier, vol. 40(4), pages 605-617, May.
    19. 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.
    20. Sanjeev Dewan & Yi-Jen (Ian) Ho & Jui Ramaprasad, 2017. "Popularity or Proximity: Characterizing the Nature of Social Influence in an Online Music Community," Information Systems Research, INFORMS, vol. 28(1), pages 117-136, March.
    21. Ni Huang & Gordon Burtch & Bin Gu & Yili Hong & Chen Liang & Kanliang Wang & Dongpu Fu & Bo Yang, 2019. "Motivating User-Generated Content with Performance Feedback: Evidence from Randomized Field Experiments," Management Science, INFORMS, vol. 65(1), pages 327-345, January.
    22. 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.
    23. Juanjuan Zhang & Peng Liu, 2012. "Rational Herding in Microloan Markets," Management Science, INFORMS, vol. 58(5), pages 892-912, May.
    24. Mingfeng Lin & Henry C. Lucas & Galit Shmueli, 2013. "Research Commentary ---Too Big to Fail: Large Samples and the p -Value Problem," Information Systems Research, INFORMS, vol. 24(4), pages 906-917, December.
    25. Ranjay Gulati & Monica C. Higgins, 2003. "Which ties matter when? the contingent effects of interorganizational partnerships on IPO success," Strategic Management Journal, Wiley Blackwell, vol. 24(2), pages 127-144, February.
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