IDEAS home Printed from https://ideas.repec.org/a/bla/jinfst/v72y2021i3p331-345.html
   My bibliography  Save this article

One size does not fit all: A study of badge behavior in stack overflow

Author

Listed:
  • Stav Yanovsky
  • Nicholas Hoernle
  • Omer Lev
  • Kobi Gal

Abstract

Badges are endemic to online interaction sites, from question and answer (Q&A) websites to ride sharing, as systems for rewarding participants for their contributions. This article studies how badge design affects people's contributions and behavior over time. Past work has shown that badges “steer” people's behavior toward substantially increasing the amount of contributions before obtaining the badge, and immediately decreasing their contributions thereafter, returning to their baseline contribution levels. In contrast, we find that the steering effect depends on the type of user, as modeled by the rate and intensity of the user's contributions. We use these measures to distinguish between different groups of user activity, including users who are not affected by the badge system despite being significant contributors to the site. We provide a predictive model of how users change their activity group over the course of their lifetime in the system. We demonstrate our approach empirically in three different Q&A sites on Stack Exchange with hundreds of thousands of users, for two types of activities (editing and voting on posts).

Suggested Citation

  • Stav Yanovsky & Nicholas Hoernle & Omer Lev & Kobi Gal, 2021. "One size does not fit all: A study of badge behavior in stack overflow," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 72(3), pages 331-345, March.
    • Handle: RePEc:bla:jinfst:v:72:y:2021:i:3:p:331-345
    DOI: 10.1002/asi.24409
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/asi.24409
    Download Restriction: no
    File URL: https://libkey.io/10.1002/asi.24409?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Aoyagi, Masaki, 2010. "Information feedback in a dynamic tournament," Games and Economic Behavior, Elsevier, vol. 70(2), pages 242-260, November.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Gwen-Jiro Clochard & Guillaume Hollard & Julia Wirtz, 2022. "More effort or better technologies? On the effect of relative performance feedback," Bristol Economics Discussion Papers 22/767, School of Economics, University of Bristol, UK.
    2. Denter, Philipp & Sisak, Dana, 2015. "Do polls create momentum in political competition?," Journal of Public Economics, Elsevier, vol. 130(C), pages 1-14.
    3. Delfgaauw, Josse & Dur, Robert & Non, Arjan & Verbeke, Willem, 2014. "Dynamic incentive effects of relative performance pay: A field experiment," Labour Economics, Elsevier, vol. 28(C), pages 1-13.
    4. Qiang Fu & Jingfeng Lu & Yue Pan, 2015. "Team Contests with Multiple Pairwise Battles," American Economic Review, American Economic Association, vol. 105(7), pages 2120-2140, July.
    5. De Paola, Maria & Scoppa, Vincenzo, 2011. "Frequency of examinations and student achievement in a randomized experiment," Economics of Education Review, Elsevier, vol. 30(6), pages 1416-1429.
    6. Jan Zabojnik, 2011. "Subjective Evaluations With Performance Feedback," Working Paper 1283, Economics Department, Queen's University.
    7. Shinya Kajitani & Keiichi Morimoto & Shiba Suzuki, 2020. "Information feedback in relative grading: Evidence from a field experiment," PLOS ONE, Public Library of Science, vol. 15(4), pages 1-19, April.
    8. Chen, Bin R., 2015. "Subjective performance feedback, ability attribution, and renegotiation-proof contracts," Journal of Economic Behavior & Organization, Elsevier, vol. 117(C), pages 155-174.
    9. Marco Serena, 2022. "Harnessing beliefs to optimally disclose contestants’ types," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 74(3), pages 763-792, October.
    10. Brendan Daley & Ruoyu Wang, 2018. "When to Release Feedback in a Dynamic Tournament," Decision Analysis, INFORMS, vol. 15(1), pages 11-26, March.
    11. Katolnik, Svetlana & Hakenes, Hendrik, 2014. "On the Incentive Effect of Job Rotation," VfS Annual Conference 2014 (Hamburg): Evidence-based Economic Policy 100574, Verein für Socialpolitik / German Economic Association.
    12. Czerny, Achim I. & Fosgerau, Mogens & Jost, Peter-J. & van Ommeren, Jos N., 2019. "Why pay for jobs (and not for tasks)?," Journal of Economic Behavior & Organization, Elsevier, vol. 168(C), pages 419-433.
    13. Gershkov, Alex & Perry, Motty, 2009. "Tournaments with midterm reviews," Games and Economic Behavior, Elsevier, vol. 66(1), pages 162-190, May.
    14. Galina Besstremyannaya & Sergei Golovan, 2019. "Physician’s altruism in incentive contracts: Medicare’s quality race," CINCH Working Paper Series 1903, Universitaet Duisburg-Essen, Competent in Competition and Health.
    15. Christian Ewerhart & Julia Lareida, 2018. "Voluntary disclosure in asymmetric contests," ECON - Working Papers 279, Department of Economics - University of Zurich, revised Jul 2023.
    16. Azmat, Ghazala & Iriberri, Nagore, 2010. "The importance of relative performance feedback information: Evidence from a natural experiment using high school students," Journal of Public Economics, Elsevier, vol. 94(7-8), pages 435-452, August.
    17. Marino, Anthony M., 2014. "Transparency in agency: The constant elasticity case and extensions," International Journal of Industrial Organization, Elsevier, vol. 33(C), pages 9-21.
    18. Dmitry Ryvkin, 2022. "To Fight or to Give Up? Dynamic Contests with a Deadline," Management Science, INFORMS, vol. 68(11), pages 8144-8165, November.
    19. Chakraborty, Anujit & Fenig, Guidon, 2025. "From me to we: Beating procrastination in teams," Journal of Economic Behavior & Organization, Elsevier, vol. 231(C).
    20. Josse Delfgaauw & Robert Dur & Arjan Non & Willem Verbeke, 2015. "The Effects of Prize Spread and Noise in Elimination Tournaments: A Natural Field Experiment," Journal of Labor Economics, University of Chicago Press, vol. 33(3), pages 521-569.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:bla:jinfst:v:72:y:2021:i:3:p:331-345. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Wiley Content Delivery (email available below). General contact details of provider: http://www.asis.org .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.