Pricing for the Stars: Dynamic Pricing in the Presence of Rating Systems

Published Online:https://doi.org/10.1287/mnsc.2023.4771

References

  • Acemoglu D, Makhdoumi A, Malekian A, Ozdaglar A (2022) Learning from reviews: The selection effect and the speed of learning. Econometrica 90(6):2857–2899.CrossrefGoogle Scholar
  • Amazon (2021) Amazon community guidelines. Accessed November 1, 2021, https://www.amazon.com/gp/help/customer/display.html?nodeId=GLHXEX85MENUE4XF.Google Scholar
  • Bagwell K, Riordan MH (1991) High and declining prices signal product quality. Amer. Econom. Rev. 81(1):224–239.Google Scholar
  • Bar-Isaac H, Tadelis S (2008) Seller reputation. Foundations Trends Microeconom. 4(4):273–351.CrossrefGoogle Scholar
  • Besbes O, Scarsini M (2018) On information distortions in online ratings. Oper. Res. 66(3):597–610.LinkGoogle Scholar
  • Bhargava HK, Feng J (2015) Does better information lead to lower prices? Price and advertising signaling under external information about product quality. Working paper, University of California, Davis, CA.Google Scholar
  • Board S, Meyer-ter Vehn M (2013) Reputation for quality. Econometrica 81(6):2381–2462.CrossrefGoogle Scholar
  • Bolton GE, Katok E, Ockenfels A (2004) How effective are electronic reputation mechanisms? An experimental investigation. Management Sci. 50(11):1587–1602.LinkGoogle Scholar
  • Bonatti A, Cisternas G (2020) Consumer scores and price discrimination. Rev. Econom. Stud. 87(2):750–791.CrossrefGoogle Scholar
  • Bondi T (2019) Alone, together: Product discovery through consumer ratings. Working paper NYU Stern School of Business, New York.Google Scholar
  • Byers JW, Mitzenmacher M, Zervas G (2012) The groupon effect on yelp ratings: A root cause analysis. Proc. 13th ACM Conf. on Electronic Commerce (ACM, New York), 248–265.Google Scholar
  • Cabral L, Hortacsu A (2010) The dynamics of seller reputation: Evidence from ebay. J. Industry Econom. 58(1):54–78.CrossrefGoogle Scholar
  • Cabral L, Li L (2015) A dollar for your thoughts: Feedback-conditional rebates on ebay. Management Sci. 61(9):2052–2063.LinkGoogle Scholar
  • Carnehl C, Schaefer M, Stenzel A, Tran K (2022) Value for money and selection: How pricing affects airbnb ratings. Discussion Paper 22/771, University of Bristol, Bristol, UK.Google Scholar
  • Chakraborty I, Kim M, Sudhir K (2022) Attribute sentiment scoring with online text reviews: Accounting for language structure and missing attributes. J. Marketing Res. 59(3):600–622.CrossrefGoogle Scholar
  • Che YK, Hörner J (2018) Recommender systems as mechanisms for social learning. Quart. J. Econom. 133(2):871–925.CrossrefGoogle Scholar
  • Chevalier JA, Mayzlin D (2006) The effect of word of mouth on sales: Online book reviews. J. Marketing Res. 43(3):345–354.CrossrefGoogle Scholar
  • CMA (2015) Online Reviews and Endorsements (Competition and Markets Authority, London).Google Scholar
  • CNET.com (2015) Amazon looks to improve customer-reviews system with machine learning. Accessed September 5, 2022, https://www.cnet.com/tech/services-and-software/amazon-updates-customer-reviews-with-new-machine-learning-platform/.Google Scholar
  • Crapis D, Ifrach B, Maglaras C, Scarsini M (2017) Monopoly pricing in the presence of social learning. Management Sci. 63(11):3586–3608.LinkGoogle Scholar
  • Dai W, Jin G, Lee J, Luca M (2018) Aggregation of consumer ratings: An application to yelp.com. Quant. Marketing Econom. 16:289–339.CrossrefGoogle Scholar
  • De Langhe B, Fernbach PM, Lichtenstein DR (2015) Navigating by the stars: Investigating the actual and perceived validity of online user ratings. J. Consumer Res. 42(6):817–833.CrossrefGoogle Scholar
  • Dellarocas C, Wood CA (2008) The sound of silence in online feedback: Estimating trading risks in the presence of reporting bias. Management Sci. 54(3):460–476.LinkGoogle Scholar
  • Dittrich J (2022) Essays in applied microeconomics. Doctoral Dissertation, Department of Economics, University of Mannheim, Mannheim, Germany.Google Scholar
  • Einav L, Farronato C, Levin J, Sundaresan N (2018) Auctions vs. posted prices in online markets. J. Political Econom. 126(1):178–215.CrossrefGoogle Scholar
  • EPRS (2017) Online Consumer Reviews: The Case of Misleading or Fake Reviews (European Parliament Research Services).Google Scholar
  • Eyster E, Rabin M (2005) Cursed equilibrium. Econometrica 73(5):1623–1672.CrossrefGoogle Scholar
  • Feng J, Li X, Zhang X (2019) Online product reviews-triggered dynamic pricing: Theory and evidence. Inform. Systems Res. 30(4):1107–1123.LinkGoogle Scholar
  • Forgas S, Moliner MA, Sánchez J, Palau R (2010) Antecedents of airline passenger loyalty: Low-cost vs. traditional airlines. J. Air Transportation Management 16(4):229–233.CrossrefGoogle Scholar
  • FTC (2019) Cosmetic company wrote fake reviews. Accessed April 11, 2023, https://www.consumer.ftc.gov/blog/2019/10/cosmetic-company-wrote-fake-reviews/.Google Scholar
  • Gorodnichenko Y, Talavera O (2017) Price setting in online markets: Basic facts, international comparisons, and cross-border integration. Amer. Econom. Rev. 107(1):249–282.CrossrefGoogle Scholar
  • Ho YC, Wu J, Tan Y (2017) Disconfirmation effect on online rating behavior: A structural model. Inform. Systems Res. 28(3):626–642.LinkGoogle Scholar
  • Hui X, Klein TJ, Stahl K (2022) When and why do buyers rate in online markets? CEPR Discussion Paper No. DP17006, London.Google Scholar
  • Ifrach B, Maglaras C, Scarsini M, Zseleva A (2019) Bayesian social learning from consumer reviews. Oper. Res. 67(5):1209–1221.LinkGoogle Scholar
  • Jeziorski P, Michelidaki K (2021) Impact of pricing on online reviews: A field experiment. Preprint, submitted June 17, https://dx.doi.org/10.2139/ssrn.4087034.Google Scholar
  • Jiang Y, Guo H (2015) Design of consumer review systems and product pricing. Inform. Systems Res. 26(4):714–730.LinkGoogle Scholar
  • Klein TJ, Lambertz C, Stahl KO (2016) Market transparency, adverse selection, and moral hazard. J. Political Econom. 124(6):1677–1713.CrossrefGoogle Scholar
  • Kovbasyuk S, Spagnolo G (2021) Memory and markets. Preprint, submitted November 30, https://dx.doi.org/10.2139/ssrn.2756540.Google Scholar
  • Li X (2016) Could deal promotion improve merchants’ online reputations? The moderating role of prior reviews. J. Management Inform. Systems 33(1):171–201.CrossrefGoogle Scholar
  • Li X, Hitt LM (2008) Self-selection and information role of online product reviews. Inform. Systems Res. 19(4):456–474.LinkGoogle Scholar
  • Li X, Hitt LM (2010) Price effects in online product reviews: An analytical model and empirical analysis. Management Inform Systems Quart. 34(4):809–831.CrossrefGoogle Scholar
  • Luca M (2016) Reviews, reputation, and revenue: The case of yelp.com. Working paper, Harvard Business School, Boston.Google Scholar
  • Luca M (2017) Designing online marketplaces: Trust and reputation mechanisms. Innovative Policy Econom. 17(1):77–93.CrossrefGoogle Scholar
  • Luca M, Reshef O (2021) The effect of price on firm reputation. Management Sci. 67(7):4408–4419.LinkGoogle Scholar
  • Luca M, Zervas G (2016) Fake it till you make it: Reputation, competition, and yelp review fraud. Management Sci. 62(12):3412–3427.LinkGoogle Scholar
  • Maglaras C, Scarsini M, Vaccari S (2021) Social learning from online reviews with product choice. Columbia Business School Research Paper No. 18-17, Columbia University, New York.Google Scholar
  • Marinovic I, Skrzypacz A, Varas F (2018) Dynamic certification and reputation for quality. Amer. Econom. J. Microeconom. 10(2):58–82.CrossrefGoogle Scholar
  • Martin S, Shelegia S (2021) Underpromise and overdeliver? Online product reviews and firm pricing. Internat. J. Industrial Organ. 79:102775.CrossrefGoogle Scholar
  • Osborne M, Shapiro AH (2014) A dynamic model of price signaling, consumer learning, and price adjustment. Federal Reserve Bank of San Francisco Working Paper 2014-27, San Francisco.Google Scholar
  • Rajaguru R (2016) Role of value for money and service quality on behavioural intention: A study of full service and low cost airlines. J. Air Transportation Management 53:114–122.CrossrefGoogle Scholar
  • Shin D, Vaccari S, Zeevi A (2023) Dynamic pricing with online reviews. Management Sci. 69(2):824–845.LinkGoogle Scholar
  • Steam (2016) Customer review system updated to show recent reviews and summary. Accessed November 1, 2021, https://store.steampowered.com/news/21695/.Google Scholar
  • Steam (2021) User reviews (steamworks documentation). Accessed November 1, 2021, https://partner.steamgames.com/doc/store/reviews.Google Scholar
  • Stenzel A, Wolf C (2016) Consumer rating dynamics. Working paper.Google Scholar
  • Stenzel A, Wolf C, Schmidt P (2020) Pricing for the stars: Dynamic pricing in the presence of rating systems. Proc. 21st ACM Conf. on Econom. and Computat. (ACM, New York), 273–274.Google Scholar
  • Stokey NL, Lucas R, Prescott E (1989) Recursive Methods in Dynamic Economics (Harvard University, Cambridge, MA).CrossrefGoogle Scholar
  • von Thadden EL (1992) Optimal pricing against a simple learning rule. Games Econom. Behav. 4(4):627–649.CrossrefGoogle Scholar
  • Wired (2019) What do Amazon’s star ratings really mean? Accessed November 1, 2021, https://www.wired.com/story/amazon-stars-ratings-calculated/.Google Scholar
  • Wolinsky A (1983) Prices as signals of product quality. Rev. Econom. Stud. 50(4):647–658.CrossrefGoogle Scholar
  • Zegners D (2019) Building an online reputation with free content: Evidence from the e-book market. Preprint, submitted November 15, https://dx.doi.org/10.2139/ssrn.2753635.Google Scholar
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