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Ratings Design and Barriers to Entry

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  • Nikhil Vellodi

    (19 West 4th Street, 6th floor, New York, NY10012, US)

Abstract

I study the impact of consumer reviews on the incentives for firms to enter and participate in the marketplace. Firms produce goods of heterogeneous, unknown quality that is gradually revealed through user-generated feedback, and face both entry and exit decisions. For each firm, the platform constructs a rating based on previous consumer feedback that provides the market with information regarding product quality. Under full transparency, consumers' equilibrium choices induces slow feedback rates for struggling firms and new entrants, inducing low entry rates as well as negative selection effects - high-quality firms exit early. This benchmark offers several theoretical predictions, some of which echo existing empirical findings, the others are novel and I test directly using data from Yelp!. I then turn to the design of such ratings systems. These platforms must balance the need to provide consumers with accurate information and high-quality experiences against the need to encourage firms to participate in the marketplace. The key insight is that optimal rating systems involve upper censorship, i.e. the exclusion of reviews from highly-firms' ratings, as a means of making the task of climbing the ratings hill less daunting, thus stimulating entry and stifling exit. Classification-JEL: L13, L43, L96

Suggested Citation

  • Nikhil Vellodi, 2018. "Ratings Design and Barriers to Entry," Working Papers 18-13, NET Institute.
  • Handle: RePEc:net:wpaper:1813
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    Cited by:

    1. Tommaso Bondi, 2019. "Alone, Together. Product Discovery Through Consumer Ratings," Working Papers 19-09, NET Institute.
    2. Daron Acemoglu & Ali Makhdoumi & Azarakhsh Malekian & Asuman Ozdaglar, 2022. "Learning From Reviews: The Selection Effect and the Speed of Learning," Econometrica, Econometric Society, vol. 90(6), pages 2857-2899, November.
    3. Martin, Simon & Shelegia, Sandro, 2021. "Underpromise and overdeliver? - Online product reviews and firm pricing," International Journal of Industrial Organization, Elsevier, vol. 79(C).
    4. Bar Light & Ramesh Johari & Gabriel Weintraub, 2019. "Quality Selection in Two-Sided Markets: A Constrained Price Discrimination Approach," Papers 1912.02251, arXiv.org, revised Aug 2023.
    5. Foster, Joshua, 2022. "How rating mechanisms shape user search, quality inference and engagement in online platforms: Experimental evidence," Journal of Business Research, Elsevier, vol. 142(C), pages 791-807.

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    More about this item

    Keywords

    Product reviews; information design; firm dynamics; optimal stopping; ergodic analysis; directed search;
    All these keywords.

    JEL classification:

    • L13 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Oligopoly and Other Imperfect Markets
    • L43 - Industrial Organization - - Antitrust Issues and Policies - - - Legal Monopolies and Regulation or Deregulation
    • L96 - Industrial Organization - - Industry Studies: Transportation and Utilities - - - Telecommunications

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