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Rank Response Functions in an Online Learning Environment

Author

Listed:
  • Tim Klausmann

    (Johannes Gutenberg University Mainz)

  • Valentin Wagner

    (Johannes Gutenberg University Mainz)

  • Isabell Zipperle

    (Johannes Gutenberg University Mainz)

Abstract

We estimate rank response functions after receiving rank-order feedback in an online learning platform. We find that the shapes of the rank response functions depend on the outcome measure under consideration. For our effort measure, i.e., whether learners continue to interact with the platform, we can reject neither a linear nor a U-shaped rank response function. For our performance measure, i.e., correctly solved exercises, we find no clear pattern overall but suggestive evidence for a linearly decreasing rank response function for individuals in the lower half of the ability distribution, i.e., the lower the rank the lower the performance.

Suggested Citation

  • Tim Klausmann & Valentin Wagner & Isabell Zipperle, 2021. "Rank Response Functions in an Online Learning Environment," Working Papers 2111, Gutenberg School of Management and Economics, Johannes Gutenberg-Universität Mainz.
  • Handle: RePEc:jgu:wpaper:2111
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    References listed on IDEAS

    as
    1. Hermes, Henning & Huschens, Martin & Rothlauf, Franz & Schunk, Daniel, 2021. "Motivating low-achievers—Relative performance feedback in primary schools," Journal of Economic Behavior & Organization, Elsevier, vol. 187(C), pages 45-59.
    2. David Gill & Zdenka Kissová & Jaesun Lee & Victoria Prowse, 2019. "First-Place Loving and Last-Place Loathing: How Rank in the Distribution of Performance Affects Effort Provision," Management Science, INFORMS, vol. 65(2), pages 494-507, February.
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    4. Richard Murphy & Felix Weinhardt, 2020. "Top of the Class: The Importance of Ordinal Rank," Review of Economic Studies, Oxford University Press, vol. 87(6), pages 2777-2826.
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    6. Marie Claire Villeval, 2020. "Performance Feedback and Peer Effects," Post-Print halshs-02909726, HAL.
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    8. Goulas, Sofoklis & Megalokonomou, Rigissa, 2021. "Knowing who you actually are: The effect of feedback on short- and longer-term outcomes," Journal of Economic Behavior & Organization, Elsevier, vol. 183(C), pages 589-615.
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    More about this item

    Keywords

    Rank response function; rank-order feedback; education; online learning platform;
    All these keywords.

    JEL classification:

    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness

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