The Effects of Online Review Platforms on Restaurant Revenue, Consumer Learning, and Welfare

Published Online:https://doi.org/10.1287/mnsc.2021.4279

References

  • Acemoglu D, Makhdoumi A, Malekian A, Ozdaglar A (2017) Fast and slow learning from reviews. NBER Working Paper No. 24046, National Bureau of Economic Research, Cambridge, MA.Google Scholar
  • Ackerberg DA (2001) Empirically distinguishing informative and prestige effects of advertising. RAND J. Econom. 32(2):316–333.CrossrefGoogle Scholar
  • Ackerberg DA (2003) Advertising, learning, and consumer choice in experience good markets: an empirical examination. Internat. Econom. Rev. 44(3):1007–1040.CrossrefGoogle Scholar
  • Anderson SP (2012) Advertising on the internet. Peitz M, Waldfogel J, eds. The Oxford Handbook of the Digital Economy (Oxford University Press, Oxford, UK), 355–396.CrossrefGoogle Scholar
  • Anderson M, Magruder J (2012) Learning from the crowd: Regression discontinuity estimates of the effects of an online review database. Econom. J. (London) 122(563):957–989.Google Scholar
  • Anenberg E, Kuang C, Kung E (2019) Social learning and local consumption amenities: Evidence from Yelp. Working paper, Federal Reserve Board, Washington, DC.Google Scholar
  • Berger J, Sorensen AT, Rasmussen SJ (2010) Positive effects of negative publicity: When negative reviews increase sales. Marketing Sci. 29(5):815–827.LinkGoogle Scholar
  • Berry ST (1994) Estimating discrete-choice models of product differentiation. RAND J. Econom. 25(2):242–262.CrossrefGoogle Scholar
  • Berry S, Waldfogel J (2010) Product quality and market size. J. Indust. Econom. 58(1):1–31.CrossrefGoogle Scholar
  • Berry S, Levinsohn J, Pakes A (1995) Automobile prices in market equilibrium. Econometrica 63(4):841–890.CrossrefGoogle Scholar
  • Björnerstedt J, Verboven F (2016) Does merger simulation work? Evidence from the Swedish analgesics market. Amer. Econom. J. Appl. Econom. 8(3):125–164.CrossrefGoogle Scholar
  • Blair RD, Lafontaine F (2005) The Economics of Franchising (Cambridge University Press, Cambridge, UK).CrossrefGoogle Scholar
  • Cai H, Chen Y, Fang H (2009) Observational learning: Evidence from a randomized natural field experiment. Amer. Econom. Rev. 99(3):864–882.CrossrefGoogle Scholar
  • Chamberlain G (1987) Asymptotic efficiency in estimation with conditional moment restrictions. J. Econometrics 34(3):305–334.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
  • Ching AT (2010a) Consumer learning and heterogeneity: Dynamics of demand for prescription drugs after patent expiration. Internat. J. Indust. Organ. 28(6):619–638.CrossrefGoogle Scholar
  • Ching AT (2010b) A dynamic oligopoly structural model for the prescription drug market after patent expiration. Internat. Econom. Rev. 51(4):1175–1207.CrossrefGoogle Scholar
  • Ching AT, Erdem T, Keane MP (2013) Learning models: An assessment of progress, challenges, and new developments. Marketing Sci. 32(6):913–938.LinkGoogle Scholar
  • Ching AT, Erdem T, Keane MP (2017) Empirical models of learning dynamics: A survey of recent developments. Handbook of Marketing Decision Models (Springer, Cham), 223–257.CrossrefGoogle Scholar
  • Conley TG, Udry CR (2010) Learning about a new technology: Pineapple in Ghana. Amer. Econom. Rev. 100(1):35–69.CrossrefGoogle Scholar
  • Conlon C, Gortmaker J (2020) Best practices for differentiated products demand estimation with pyblp. RAND J. Econom. 51(4):1108–1161.CrossrefGoogle Scholar
  • Connected Texas (2011) The broadband landscape in the state of Texas: Assessment at a state, regional & local level, and recommendations for broadband expansion. Accessed December 1, 2021, https://prodnet.www.neca.org/publicationsdocs/wwpdf/txbb.pdf.Google Scholar
  • Cragg JG, Donald SG (1993) Testing identifiability and specification in instrumental variable models. Econometric Theory 9(2):222–240.CrossrefGoogle Scholar
  • Crawford GS, Shum M (2005) Uncertainty and learning in pharmaceutical demand. Econometrica 73(4):1137–1173.CrossrefGoogle Scholar
  • Davidson R, MacKinnon JG (1993) Estimation and Inference in Econometrics (Oxford University Press, Oxford, UK).Google Scholar
  • DeGroot MH (1970) Optimal Statistical Decisions, vol. 82 (John Wiley & Sons, New York).Google Scholar
  • Erdem T, Keane MP (1996) Decision-making under uncertainty: Capturing dynamic brand choice processes in turbulent consumer goods markets. Marketing Sci. 15(1):1–20.LinkGoogle Scholar
  • Hollenbeck B (2018) Online reputation mechanisms and the decreasing value of chain affiliation. J. Marketing Res. 55(5):636–654.CrossrefGoogle Scholar
  • Jin GZ, Leslie P (2003) The effect of information on product quality: Evidence from restaurant hygiene grade cards. Quart. J. Econom. 118(2):409–451.CrossrefGoogle Scholar
  • Lewis G, Zervas G (2016) The welfare impact of consumer reviews: A case study of the hotel industry. Unpublished manuscript.Google Scholar
  • Luca M (2016) Reviews, reputation, and revenue: The case of Yelp.com. Harvard Business School Working Paper No. 12-016, Harvard University, Boston.Google Scholar
  • Mazzeo MJ (2004) Retail contracting and organizational form: Alternatives to chain affiliation in the motel industry. J. Econom. Management Strategy 13(4):599–615.CrossrefGoogle Scholar
  • Miller NH, Weinberg MC (2017) Understanding the price effects of the MillerCoors joint venture. Econometrica 85(6):1763–1791.CrossrefGoogle Scholar
  • Narayanan S, Manchanda P, Chintagunta PK (2005) Temporal differences in the role of marketing communication in new product categories. J. Marketing Res. 42(3):278–290.CrossrefGoogle Scholar
  • Nevo A (2001) Measuring market power in the ready to eat cereal industry. Econometrica 69(2):307–342.CrossrefGoogle Scholar
  • Newberry PW (2016) An empirical study of observational learning. RAND J. Econom. 47(2):394–432.CrossrefGoogle Scholar
  • Newberry P, Zhou X (2019) Heterogeneous effects of online reputation for local and national retailers. Internat. Econom. Rev. 60(4):1565–1587.Google Scholar
  • Reynaert M, Verboven F (2014) Improving the performance of random coefficients demand models: The role of optimal instruments. J. Econometrics 179(1):83–98.CrossrefGoogle Scholar
  • Stigler GJ (1961) The economics of information. J. Political Econom. 69(3):213–225.CrossrefGoogle Scholar
  • Thomadsen R (2005) The effect of ownership structure on prices in geographically differentiated industries. RAND J. Econom. 36(4):908–929.Google Scholar
  • Wooldridge JM (1995) Selection corrections for panel data models under conditional mean independence assumptions. J. Econometrics 68(1):115–132.CrossrefGoogle Scholar
  • Wu C, Che H, Chan TY, Lu X (2015) The economic value of online reviews. Marketing Sci. 34(5):739–754.LinkGoogle Scholar
  • Zhao Y, Yang S, Narayan V, Zhao Y (2013) Modeling consumer learning from online product reviews. Marketing Sci. 32(1):153–169.LinkGoogle Scholar
  • Zhu F, Zhang X (2010) Impact of online consumer reviews on sales: The moderating role of product and consumer characteristics. J. Marketing 74(2):133–148.CrossrefGoogle Scholar
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