Measuring Product Type and Purchase Uncertainty with Online Product Ratings: A Theoretical Model and Empirical Application

Published Online:https://doi.org/10.1287/isre.2021.1041

References

  • Archak N, Ghose A, Ipeirotis PG (2011) Deriving the pricing power of product features by mining consumer reviews. Management Sci. 57(8):1485–1509.LinkGoogle Scholar
  • Brynjolfsson E, McAfee A (2011) Race Against the Machine: How the Digital Revolution is Accelerating Innovation, Driving Productivity, and Irreversibly Transforming Employment and the Economy (Digital Frontier Press, Lexington, MA).Google Scholar
  • Caves RE, Williamson PJ (1985) What is product differentiation, really? J. Indust. Econom. 34(2):113–132.CrossrefGoogle Scholar
  • Chen Y, Xie J (2008) Online consumer review: Word-of-mouth as a new element of marketing communication mix. Management Sci. 54(3):477–491.LinkGoogle Scholar
  • Chen PY, Hong Y, Liu Y (2018) The value of multi-dimensional rating systems: Evidence from a natural experiment and randomized experiments. Management Sci. 64(10):4629–4647.LinkGoogle 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
  • Clemons EK, Gao GG, Hitt LM (2006) When online reviews meet hyperdifferentiation: A study of the craft beer industry. J. Management Inform. Systems 23(2):149–171.CrossrefGoogle Scholar
  • Darke PR, Chaiken S, Bohner G, Einwiller S, Erb HP, Hazlewood JD (1998) Accuracy motivation, consensus information, and the law of large numbers: Effects on attitude judgment in the absence of argumentation. Personality Soc. Psych. Bull. 24(11):1205–1215.CrossrefGoogle Scholar
  • Dellarocas C (2003) The digitization of word of mouth: Promise and challenges of online feedback mechanisms. Management Sci. 49(10):1407–1424.LinkGoogle Scholar
  • Dellarocas C (2006) Strategic manipulation of Internet opinion forums: Implications for consumers and firms. Management Sci. 52(10):1577–1593.LinkGoogle Scholar
  • Duan W, Gu B, Whinston AB (2008) The dynamics of online word-of-mouth and product sales—an empirical investigation of the movie industry. J. Retailing 84(2):233–242.CrossrefGoogle Scholar
  • Forman C, Ghose A, Wiesenfeld B (2008) Examining the relationship between reviews and sales: The role of reviewer identity disclosure in electronic markets. Inform. Systems Res. 19(3):291–313.LinkGoogle Scholar
  • Garvin DA (1984) What does “product quality” really mean? Sloan Management Rev. 26(1):25–43.Google Scholar
  • Ghose A, Ipeirotis P (2011) Estimating the helpfulness and economic impact of product reviews: Mining text and reviewer characteristics. IEEE Trans. Knowledge Data Engrg. 23(10):1498–1512.CrossrefGoogle Scholar
  • Godes D, Silva JC (2012) Sequential and temporal dynamics of online opinion. Marketing Sci. 31(3):448–473.LinkGoogle Scholar
  • Hotelling H (1929) Stability in competition. Econom. J. 39(153):41–57.Google Scholar
  • Hsieh Y-C, Chiu H-C, Chiang M-Y (2005) Maintaining a committed online customer: A study across search-experience-credence products. J. Retailing 81(1):75–82.CrossrefGoogle Scholar
  • Hu N, Zhang J, Pavlou PA (2017) On selection biases of online product reviews. MIS Quart. 41(2):449–471.CrossrefGoogle Scholar
  • Huang P, Lurie NH, Mitra S (2009) Searching for experience on the web: An empirical examination of consumer behavior for search and experience goods. J. Marketing 73(2):55–69.CrossrefGoogle Scholar
  • Huang S, Aral S, Hu YJ, Brynjolfsson E (2020) Social advertising effectiveness across products: a large-scale field experiment. Marketing Sci. 39(6):1142–1165.LinkGoogle Scholar
  • Jiang Z, Benbasat I (2007) The effects of presentation formats and task complexity on online consumers’ product understanding. MIS Quart. 31(3):475–500.CrossrefGoogle Scholar
  • Jones Q, Ravid G, Rafaeli S (2004) Information overload and the message dynamics of online interaction spaces: A theoretical model and empirical exploration. Inform. Systems Res. 15(2):194–210.LinkGoogle Scholar
  • Klein LR (1998) Evaluating the potential of interactive media through a new lens: Search vs. experience goods. J. Bus. Res. 41(3):195–203.CrossrefGoogle Scholar
  • Kwark Y, Chen J, Raghunathan S (2014) Online product reviews: Implications for retailers and competing manufacturers. Inform. Systems Res. 25(1):93–110.LinkGoogle Scholar
  • Laband DN (1991) An objective measure of search vs. experience goods. Econom. Inquiry 29(3):497–509.CrossrefGoogle Scholar
  • Lancaster K (1966) A new theory of consumer demand. J. Political Econom. 74(2):132–157.CrossrefGoogle Scholar
  • Li X, Wu L (2018) Herding and social media word-of-mouth: Evidence from Groupon. MIS Quart. 42(4):1331–1351.CrossrefGoogle Scholar
  • Li X, Hitt LM (2010) Price effects in online product reviews: an analytical model and empirical analysis. MIS Quart. 34(4):809–831.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, Zhang ZJ (2011) Product reviews and competition in markets for repeat purchase products. J. Management Inform. Systems 27(4):9–42.CrossrefGoogle Scholar
  • Liu Y (2006) Word of mouth for movies: Its dynamics and impact on box office revenue. J. Marketing 70(3):74–89.CrossrefGoogle Scholar
  • Luca M, Zervas G (2016) Fake it till you make it: Reputation, competition, and Yelp review fraud. Management Sci. 62(12):3412–3427.Google Scholar
  • Makadok R, Ross D (2013) Taking industry structuring seriously: A strategic perspective on product differentiation. Strategic Management J. 34(5):509–532.CrossrefGoogle Scholar
  • McWilliams A, Siegel D (2001) Corporate social responsibility: A theory of the firm perspective. Acad. Management Rev. 26(1):117–127.CrossrefGoogle Scholar
  • Moe WW, Schweidel DA (2012) Online product opinions: Incidence, evaluation, and evolution. Marketing Sci. 31(3):372–386.LinkGoogle Scholar
  • Muchnik L, Aral S, Taylor SJ (2013) Social influence bias: A randomized experiment. Science 341(6146):647–651.CrossrefGoogle Scholar
  • Mudambi SM, Schuff D (2010) What makes a helpful online review? A study of customer reviews on Amazon. com. MIS Quart. 34(1):185–200.CrossrefGoogle Scholar
  • Nelson P (1970) Information and consumer behavior. J. Political Econom. 78(2):311–329.CrossrefGoogle Scholar
  • Nelson P (1974) Advertising as information. J. Political Econom. 82(4):729–754.CrossrefGoogle Scholar
  • Nelson P (1981) Consumer information and advertising. Galatin M, Leiter RD, eds. Economics of Information (Springer, Dordrecht), 42–82.CrossrefGoogle Scholar
  • Nisbett RE, Krantz DH, Jepson C, Kunda Z (1983) The use of statistical heuristics in everyday inductive reasoning. Psych. Rev. 90(4):339–363.CrossrefGoogle Scholar
  • Park C, Lee TM (2009) Information direction, website reputation and eWOM effect: A moderating role of product type. J. Bus. Res. 62(1):61–67.CrossrefGoogle Scholar
  • Rosen S (1974) Hedonic prices and implicit markets: product differentiation in pure competition. J. Political Econom. 82(1):34–55.CrossrefGoogle Scholar
  • Sanders WS, Nutakki GC, Nasraoui O (2016) Testing the application of warranting theory to online third party marketplaces: The effects of information uniqueness and product type. Gruzd A, Jacobson J, Mai P, Ruppert E, Murthy D, eds. Proc. 7th 2016 Internat. Conf. Soc. Media Soc. (ACM, New York), 1–7.CrossrefGoogle Scholar
  • Senecal S, Nantel J (2004) The influence of online product recommendations on consumers’ online choices. J. Retailing 80(2):159–169.CrossrefGoogle Scholar
  • Shapiro C (1982) Consumer information, product quality, and seller reputation. Bell J. Econom. 13(1):20–35.CrossrefGoogle Scholar
  • Simon HA (1982) Models of Bounded Rationality: Empirically Grounded Economic Reason (MIT Press, Cambridge, MA).Google Scholar
  • Stigler G (1961) The economics of information. J. Political Econom. 69(3):213–225.CrossrefGoogle Scholar
  • Stock JH, Watson MW (2003) Introduction to Econometrics (Addison Wesley, Boston).Google Scholar
  • Sun M (2012) How does variance of product ratings matter? Management Sci. 58(4):696–707.LinkGoogle Scholar
  • Theil H (1971) Principles of Econometrics (Wiley, New York).Google Scholar
  • Vandenbosch M, Weinberg C (1995) Product and price competition in a two-dimensional vertical differentiation model. Marketing Sci. 14(2):224–249.LinkGoogle Scholar
  • Villas-Boas JM (2004) Consumer learning, brand loyalty, and competition. Marketing Sci. 23(1):134–145.LinkGoogle Scholar
  • Villas‐Boas JM (2006) Dynamic competition with experience goods. J. Econom. Management Strategy 15(1):37–66.CrossrefGoogle Scholar
  • Wang C, Zhang X, Hann IH (2018) Socially nudged: A quasi-experimental study of friends’ social influence in online product ratings. Inform. Systems. Res. 29(3):641–655.LinkGoogle Scholar
  • Weathers D, Sharma S, Wood SL (2007) Effects of online communication practices on consumer perceptions of performance uncertainty for search and experience goods. J. Retailing 83(4):393–401.CrossrefGoogle Scholar
  • Zhai Q, Cao X, Mokhtarian PL, Zhen F (2017) The interactions between e-shopping and store shopping in the shopping process for search goods and experience goods. Transportation 44(5):885–904.CrossrefGoogle 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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