Reading Between the Stars: Understanding the Effects of Online Customer Reviews on Product Demand
Published Online:28 Dec 2021https://doi.org/10.1287/msom.2021.1048
References
- (2011) Deriving the pricing power of product features by mining consumer reviews. Management Sci. 57(8):1485–1509.Link, Google Scholar
- (2001) Combining Forecasts. Principles of Forecasting (Springer, Berlin).Crossref, Google Scholar
- (1999) The market for evaluations. Amer. Econom. Rev. 89(3):564–584.Google Scholar
- (2009) An empirical analysis of scarcity strategies in the automobile industry. Management Sci. 55(10):1623–1637.Link, Google Scholar
- (1995) Automobile prices in market equilibrium. Econometrica 63(4):841–890.Crossref, Google Scholar
- (2001) Internet forums as influential sources of consumer information. J. Interactive Marketing 15(3):31–40.Crossref, Google Scholar
- (2002) Referral infomediaries. Marketing Sci. 21(4):412–434.Link, Google Scholar
- (2009) Salience and taxation: Theory and evidence. Amer. Econom. Rev. 99(4):1145–1177.Crossref, Google Scholar
- (2006) The effect of word of mouth on sales: Online book reviews. J. Marketing Res. 43(3):345–354.Crossref, Google Scholar
- (1986) Combining economic forecasts. J. Bus. Econom. Statist. 4(1):39–46.Crossref, Google Scholar
- (2017) Monopoly pricing in the presence of social learning. Management Sci. 63(11):3586–3608.Link, Google Scholar
- (2003) The digitization of word of mouth: Promise and challenges of online feedback mechanisms. Management Sci. 49(10):1407–1424.Link, Google Scholar
- (2006) Strategic manipulation of Internet opinion forums: Implications for consumers and firms. Management Sci. 52(10):1577–1593.Link, Google Scholar
- (2007) Exploring the value of online product reviews in forecasting sales: The case of motion pictures. J. Interactive Marketing 21(4):23–45.Crossref, Google Scholar
- (1955) A study of normative and informational social influences upon individual judgment. J. Abnormal. Soc. Psych. 51(3):629.Crossref, Google Scholar
- (2008) Do online reviews matter?—An empirical investigation of panel data. Decision Support Systems 45(4):1007–1016.Crossref, Google Scholar
- (2008) Quantifying the benefits of entry into local phone service. RAND J. Econom. 39(3):699–730.Google Scholar
- (2006) Two-sided advertising: A meta-analysis. Internat. J. Res. Marketing 23(2):187–198.Crossref, Google Scholar
- (1994) Integration of the cognitive and the psychodynamic unconscious. Amer. Psych. 49(8):709.Crossref, Google Scholar
- (2013) Dual-process theories of higher cognition: Advancing the debate. Perspective Psych. Sci. 8(3):223–241.Crossref, Google Scholar
- (2019) Social learning and the design of new experience goods. Management Sci. 65(4):1502–1519.Link, Google Scholar
- (1954) A theory of social comparison processes. Human Relations 7(2):117–140.Crossref, Google Scholar
- (2008) Examining the relationship between reviews and sales: The role of reviewer identity disclosure in electronic markets. Inform. Systems Res. 19(3):291–313.Link, Google Scholar
- (2006) Designing ranking systems for consumer reviews: The impact of review subjectivity on product sales and review quality. Proc. 16th Annual Workshop on Inform. Tech. and Systems, 303–310.Google Scholar
- (2011) Estimating the helpfulness and economic impact of product reviews: Mining text and reviewer characteristics. IEEE Trans. Knowledge Data Engrg. 23(10):1498–1512.Crossref, Google Scholar
- (2012) Designing ranking systems for hotels on travel search engines by mining user-generated and crowdsourced content. Marketing Sci. 31(3):493–520.Link, Google Scholar
- (1991) How mental systems believe. Amer. Psych. 46(2):107.Crossref, Google Scholar
- (2014) Vader: A parsimonious rule-based model for sentiment analysis of social media text. Proc. 8th Internat. Conf. on Weblogs and Social Media, vol. 81, 82.Google Scholar
- (2004) Using online conversations to study word-of-mouth communication. Marketing Sci. 23(4):545–560.Link, Google Scholar
- (2016) Service competition and product quality in the us automobile industry. Management Sci. 62(7):1860–1877.Link, Google Scholar
- (1997) Taking advice: Accepting help, improving judgment, and sharing responsibility. Organ. Behav. Human Decision Processes 70(2):117–133.Crossref, Google Scholar
- (2004) Mining and summarizing customer reviews. Proc. 10th ACM SIGKDD Internat. Conf. on Knowledge Discovery and Data Mining, 168–177.Google Scholar
- (1987) The persuasive impact of two-sided selling appeals for an unknown brand name. J. Acad. Marketing Sci. 15(1):11–18.Crossref, Google Scholar
- (2006) Invited commentary: Internet-based service institutions. Marketing Sci. 25(6):598–600.Link, Google Scholar
- (2002) Representativeness revisited: Attribute substitution in intuitive judgment. Gilovich T, Griffin D, Kahneman D, eds. Heuristics of Intuitive Judgment: Extensions and Applications (Cambridge University Press, New York), 49:81.Google Scholar
- (2010) An empirical analysis of mobile voice service and SMS: A structural model. Management Sci. 56(2):234–252.Link, Google Scholar
- (1995) A study of cross-validation and bootstrap for accuracy estimation and model selection. International Joint Conference on Articial Intelligence (IJCAI) 14(2):1137–1145.Google Scholar
- (2015) Assortment Planning: Review of Literature and Industry Practice. Retail Supply Chain Management (Springer, Berlin).Google Scholar
- (2006) Intuitions about combining opinions: Misappreciation of the averaging principle. Management Sci. 52(1):111–127.Link, Google Scholar
- (2018) Advertising content and consumer engagement on social media: Evidence from Facebook. Management Sci. 64(11):5105–5131.Link, Google Scholar
- (2014) Conflicting social codes and organizations: Hygiene and authenticity in consumer evaluations of restaurants. Management Sci. 60(10):2602–2617.Link, Google Scholar
- (2008) Self-selection and information role of online product reviews. Inform. Systems Res. 19(4):456–474.Link, Google Scholar
- (2006) Word of mouth for movies: Its dynamics and impact on box office revenue. J. Marketing 70(3):74–89.Crossref, Google Scholar
- (2016) Reviews, reputation, and revenue: The case of yelp. com. Working paper 12-016, Harvard Business School, Boston.Google Scholar
- (2013) Salience in quality disclosure: Evidence from the us news college rankings. J. Econom. Management Strategy 22(1):58–77.Crossref, Google Scholar
- (2011) Learning word vectors for sentiment analysis. Proc. Association for Computational Linguistics, 142–150.Google Scholar
- (2017) Too good to be true: The role of online reviews’ features in probability to buy. Internat. J. Advertising 36(1):142–163.Crossref, Google Scholar
- (1973) Conditional Logit Analysis of Qualitative Choice Behavior (Frontiers of Econometrics, New York).Google Scholar
- (1986) The choice theory approach to market research. Marketing Sci. 5(4) :275–297.Link, Google Scholar
- McKinsey Company (2010) A new way to measure word-of-mouth marketing. Quarterly report: https://www.mckinsey.com/business-functions/marketing-and-sales/our-insights/a-new-way-to-measure-word-of-mouth-marketing.Google Scholar
- (2010) Research note: What makes a helpful online review? A study of customer reviews on amazon. com. MIS Quart. 185–200.Google Scholar
- (1974) Advertising as information. J. Political Econ. 82(4):729–754.Crossref, Google Scholar
- (2012) Mine your own business: Market-structure surveillance through text mining. Marketing Sci. 31(3):521–543.Link, Google Scholar
- (2009) Competing retailers and inventory: An empirical investigation of general motors’ dealerships in isolated us markets. Management Sci. 55(9):1586–1604.Link, Google Scholar
- (2002) Thumbs up?: Sentiment classification using machine learning techniques. Proc. ACL-02 Conf. on Empirical Methods in NLP, 79–86.Google Scholar
- (2002) Quantifying the benefits of new products: The case of the minivan. J. Political Econom. 110(4):705–729.Crossref, Google Scholar
- (2007) Research note—User design of customized products. Marketing Sci. 26(2):268–280.Link, Google Scholar
- (1996) The empirical case for two systems of reasoning. Psych. Bull. 119(1):3.Crossref, Google Scholar
- (2009) Strategies for revising judgment: How (and how well) people use others’ opinions. J. Experiment. Psych. Learning Memory Cognition 35(3):780.Crossref, Google Scholar
- (2000) Individual differences in reasoning: Implications for the rationality debate? Behav. Brain Sci. 23(5):645–665.Crossref, Google Scholar
- (2001) Competitive pricing behavior in the auto market: A structural analysis. Marketing Sci. 20(1):42–60.Link, Google Scholar
- (1986) Qualitative Choice Analysis: Theory, Econometrics, and an Application to Automobile Demand, vol. 10 (MIT Press, Cambridge, MA).Google Scholar
- (1974) Judgment under uncertainty: Heuristics and biases. Science 185 (4157).Crossref, Google Scholar
- (1999) Holistic customer requirements and the design-select decision. Management Sci. 45(5):641–658.Link, Google Scholar
- (2004) Receiving other people’s advice: Influence and benefit. Organ. Behav. Human Decision Processes 93(1):1–13.Crossref, Google Scholar
- (2016) Strategic waiting for consumer-generated quality information: Dynamic pricing of new experience goods. Management Sci. 62(2):410–435.Link, Google Scholar

