Online Product Reviews-Triggered Dynamic Pricing: Theory and Evidence

References

• Adomavicius G, Bockstedt JC, Curley SP, Zhang JJ (2013) Do recommender systems manipulate consumer preferences? A study of anchoring effects. Inform. Systems Res. 24(4):956–975.Link, Google Scholar
• Aggarwal R, Gopal R, Gupta A, Singh H (2012) Putting money where the mouths are: The relation between venture financing and electronic word-of-mouth. Inform. Systems Res. 23(3):976–992.Link, Google Scholar
• Alba JW, Mela CF, Shimp TA, Urbany JE (1999) The effect of discount frequency and depth on consumer price judgments. J. Consumer Res. 26(2):99–114.Crossref, Google Scholar
• Archak N, Ghose A, Ipeirotis PG (2011) Deriving the pricing power of product features by mining consumer reviews. Management Sci. 57(8):1485–1509.Link, Google Scholar
• Athey S, Bagwell K (2008) Collusion with persistent cost shocks. Econometrica 76(3):493–540.Crossref, Google Scholar
• Ba S, Stallaert J, Zhang ZJ (2008) Oligopolistic price competition and adverse price effect in online retailing markets. Decision Support Systems 45(4):858–869.Crossref, Google Scholar
• Ba SL, Pavlou PA (2002) Evidence of the effect of trust building technology in electronic markets: Price premiums and buyer behavior. Management Inform. Systems Quart. 26(3):243–268.Crossref, Google Scholar
• Baylis K, Perloff JM (2002) Price dispersion on the Internet: Good firms and bad firms. Rev. Indust. Organ. 21(3):305–324.Crossref, Google Scholar
• Bergemann D, Valimaki J (2006) Dynamic pricing of new experience goods. J. Political Econom. 114(4):713–743.Crossref, 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.Link, Google Scholar
• Bertsimas D, Perakis G (2006) Dynamic Pricing: A Learning Approach (Springer, Boston).Google Scholar
• Bickart B, Schindler RM (2011) Internet forums as influential sources of consumer information. J. Interactive Marketing 15(3):31–40.Crossref, Google Scholar
• Bockstedt J, Goh KH (2011) Seller strategies for differentiation in highly competitive online auction markets. J. Management Inform. Systems 28(3):235–267.Crossref, Google Scholar
• Brynjolfsson E, McAfee A (2014) The Second Machine Age: Work Progress, and Prosperity in a Time of Brilliant Technologies (WW Norton & Company, New York).Google Scholar
• Brynjolfsson E, Smith M (2000) Frictionless commerce? A comparison of Internet and conventional retailers. Management Sci. 46(4):563–585.Link, Google Scholar
• Brynjolfsson E, Hu YJ, Smith MD (2003) Consumer surplus in the digital economy: Estimating the value of increased product variety at online booksellers. Management Sci. 49(11):1580–1596.Link, Google Scholar
• Caminal R, Vives X (1996) Why market shares matter: An information-based theory. RAND J. Econom. 27(2):221–239.Crossref, Google Scholar
• Chen Y, Xie J (2008) Online consumer review: Word-of-mouth as a news element of marketing communication mix. Management Sci. 54(3):477–491.Link, Google Scholar
• Chen Y, Fay S, Wang Q (2011) The role of marketing in social media: How online consumer reviews evolve. J. Interactive Marketing 25(2):85–94.Crossref, Google Scholar
• Chevalier JA, Mayzlin D (2006) The effect of word of mouth on sales: Online book reviews. J. Marketing Res. 43(3):345–354.Crossref, Google Scholar
• Chintagunta PK, Gopinath S, Venkataraman S (2010) The effects of online user reviews on movie box office performance: Accounting for sequential rollout and aggregation across local markets. Marketing Sci. 29(5):944–957.Link, Google Scholar
• Davenport TH (2006) Competing on analytics. Harvard Bus. Rev. 84(1):98–107.Google Scholar
• Dellarocas C (2003) The digitization of word of mouth: Promise and challenges of online feedback mechanisms. Management Sci. 49(10):1401–1424.Link, Google Scholar
• Dellarocas C (2006) Strategic manipulation of Internet opinion forums: Implications for consumers and firms. Management Sci. 52(10):1577–1593.Link, Google Scholar
• Dellarocas C, Zhang X, Awad NF (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
• Dou Y, Hu YJ, Wu DJ (2017) Selling or leasing? Pricing information goods with depreciation of consumer valuation. Inform. Systems Res. 28(3):585–602.Link, Google Scholar
• Duan W, Gu B, Whinston AB (2008) Do online reviews matter? - An empirical investigation of panel data. Decision Support Systems 45(4):1007–1016.Crossref, Google Scholar
• Elberse A, Eliashberg J (2003) Demand and supply dynamics for sequentially released products in international markets: The case of motion pictures. Marketing Sci. 22(3):329–354.Link, Google Scholar
• Ellison G, Ellison SF (2009) Search, obfuscation, and price elasticities on the Internet. Econometrica 77(2):427–452.Crossref, Google Scholar
• Erdem T, Keane MP, Sun B (2008) A dynamic model of brand choice when price and advertising signal product quality. Marketing Sci. 27(6):1111–1125.Link, Google Scholar
• Fan M, Tan Y, Whinston AB (2005) Evaluation and design of online cooperative feedback mechanisms for reputation management. IEEE Trans. Knowledge Data Engrg. 17(2):244–254.Crossref, Google Scholar
• Farias VF, Van Roy B (2010) Dynamic pricing with a prior on market response. Oper. Res. 58(1):16–29.Link, Google 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.Link, Google Scholar
• Geng X, Lee Y-J (2013) Competing with piracy: A multichannel sequential search approach. J. Management Inform. Systems 30(2):159–184.Crossref, Google Scholar
• Ghose A, Ipeirotis PG (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
• Godes D, Mayzlin D (2004) Using online conversations to study word-of-mouth communication. Marketing Sci. 23(4):545–560.Link, Google Scholar
• Gu B, Ye Q (2013) First step in social media: Measuring the influence of online management responses on customer satisfaction. Production Oper. Management 23(4):570–582.Crossref, Google Scholar
• Hotler P, Armstrong G (2012) Principles of Marketing, 14th ed. (Prentice Hall, Upper Saddle River, NJ).Google Scholar
• Hu N, Liu L, Zhang J (2008) Do online reviews affect product sales? the role of reviewer characteristics and temporal effects. Inform. Tech. Management 9(3):201–214.Crossref, Google Scholar
• Hu N, Pavlou PA, Zhang J (2009) Overcoming the J-shaped distribution of product reviews. Comm. ACM 52(10):144–147.Crossref, Google Scholar
• Hui S, Bradlow E, Fader P (2009a) Testing behavioral hypotheses using an integrated model of grocery store shopping paths. J. Consumer Res. 36(3):478–493.Crossref, Google Scholar
• Hui S, Fader P, Bradlow E (2009b) Path data in marketing: An integrative framework and prospectus for model-building. Marketing Sci. 28(2):320–335.Link, Google Scholar
• Jiang B, Chen P (2007) An economic analysis of online product reviews and ratings. Working paper, Washington University in St. Louis, St. Louis.Google Scholar
• Jing B (2011) Social learning and dynamic pricing of durable goods. Marketing Sci. 30(5):851–865.Link, Google Scholar
• Kalish S (1985) A new product adoption model with price, advertising, and uncertainty. Management Sci. 31(12):1569–1585.Link, Google Scholar
• Kohavi R, Rothleder NJ, Simoudis E (2002) Emerging trends in business analytics. Comm. ACM 45(8):45–48.Crossref, Google Scholar
• Krishna A, Feinberg FM, Zhang ZJ (2007) Should price increases be targeted? Pricing power and selective vs. across-the-board price increases. Management Sci. 53(9):1407–1422.Link, Google Scholar
• Kuksov D, Xie Y (2010) Pricing, frills, and customer ratings. Marketing Sci. 29(5):925–943.Link, Google Scholar
• Kwark Y, Chen J, Raghunathan S (2014) Online product reviews: Implications for retailers and competing manufacturers. Inform. Systems Res. 25(1):93–110.Link, Google Scholar
• Kwark Y, Lee GM, Pavlou P, Qiu L (2016) The spillover effects of user-generated online product reviews on purchases: Evidence from clickstream data. Proc. Internat. Conf. Inform. Systems (AIS, Atlanta).Google Scholar
• Lee J, Park D-H, Han I (2008) The effect of negative online consumer reviews on product attitude: An information processing view. Electronic Commerce Res. Appl. 7(3):341–352.Crossref, Google Scholar
• Lee TY, BradLow ET (2011) Automated marketing research using online customer reviews. J. Marketing Res. 48(5):881–894.Crossref, Google Scholar
• Lewis M (2005) Research note: A dynamic programming approach to customer relationship pricing. Management Sci. 51(6):986–994.Link, Google Scholar
• Li J, Zhan L (2011) Online persuasion: How the written word drives wom evidence from consumer-generated product reviews. J. Advertising Res. 51(1):239–257.Crossref, Google Scholar
• Li S, Srinivasan K, Sun B (2009) Internet auction features as quality signals. J. Marketing 73(1):75–92.Crossref, Google Scholar
• Li X, Hitt LM (2008) Self-selection and information role of online product reviews. Inform. Systems Res. 19(4):456–474.Link, Google 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.Crossref, Google Scholar
• Li X, Hitt LM, Zhang ZJ (2011) Product reviews and competition in markets for repeat purchase products. J. Management Inform. Systems 27(4):9–41.Crossref, Google Scholar
• Liu Y (2006) Word of mouth for movies: Its dynamics and impact on box office revenue. J. Marketing 70(3):74–89.Crossref, Google Scholar
• Liu Y, Feng J, Liao X (2017) When online review meet sales volume information: Is more or accurate information always better. Inform. Systems Res. 28(4):723–743.Link, Google Scholar
• Liu Y, Feng J, Wei KK (2012) Negative price premium effect in online market: The impact of competition and buyer informativeness on the pricing strategies of sellers with different reputation. Decision Support Systems 54(1):681–690.Crossref, Google Scholar
• Mayzlin D, Dover Y, Chevalier J (2014) Promotional reviews: An empirical investigation of online review manipulation. Amer. Econom. Rev. 104(8):2421–2455.Crossref, Google Scholar
• McDonald CG, Slawson CV (2002) Reputation in an Internet auction market. Econom. Inquiry 40(4):633–650.Crossref, Google Scholar
• Mehra A, Bala R, Sankaranarayanan R (2012) Competitive behavior-based price discrimination for software upgrades. Inform. Systems Res. 23(1):60–74.Link, Google Scholar
• Moe W, Fader P (2004a) Capturing evolving visit behavior in clickstream data. J. Interactive Marketing 18(1):5–19.Crossref, Google Scholar
• Moe W, Fader P (2004b) Dynamic conversion behavior at e-commerce sites. Management Sci. 50(3):326–335.Link, Google Scholar
• Moe W, Trusov M (2011) The value of social dynamics in online product ratings forums. J. Marketing Res. 48(3):444–456.Crossref, Google Scholar
• Mudambi SM, Schuff D (2010) What makes a helpful online review? a study of customer reviews on amazon. com. Management Inform. Systems Quart. 34(1):185–200.Crossref, Google Scholar
• Noble P, Gruca T (1999) Industrial pricing: Theory and managerial practice. Marketing Sci. 18(3):435–454.Link, Google Scholar
• Oestreicher-Singer G, Sundararajan A (2012) Recommendation networks and the long tail of electronic commerce. Management Inform. Systems Quart. 36(1):65–83.Crossref, Google Scholar
• Pan Y, Zhang JQ (2011) Born unequal: A study of the helpfulness of user-generated product reviews. J. Retailing 87(4):598–612.Crossref, Google Scholar
• Pathak B, Garfinkel R, Gopal RD, Venkatesan R, Yin F (2010) Empirical analysis of the impact of recommender systems on sales. J. Management Inform. Systems 27(2):159–188.Crossref, Google Scholar
• Rabinovich E, Maltz A, Sinha RK (2008) Assessing markups, service quality, and product attributes in music cds’ Internet retailing. Production Oper. Management 17(3):320–337.Crossref, Google Scholar
• Rusmevichientong P, Salisbury JA, Truss LT, Van Roy B, Glynn PW (2006) Opportunities and challenges in using online preference data for vehicle pricing: A case study at general motors. J. Revenue Pricing Management 5(1):45–61.Crossref, Google Scholar
• Samiei P, Tripathi AK (2014) Effect of social networks on online reviews. Proc. Hawaii Internat. Conf. System Sci. (IEEE, Piscataway, NJ), 1444–1453.Google Scholar
• Shapiro C (1983) Optimal pricing of experience goods. Bell J. Econom. 14(2):497–507.Crossref, Google Scholar
• Shen W, Hu YJ, Ulmer JR (2015) Competing for attention: An empirical study of online reviewers’ strategic behavior. Management Inform. Systems Quart. 39(3):683–696.Crossref, Google Scholar
• Stigler GJ (1964) A theory of oligopoly. J. Political Econom. 72(1):44C61.Google Scholar
• Su X (2007) Intertemporal pricing with strategic customer behavior. Management Sci. 53(5):726–741.Link, Google Scholar
• Sun M (2012) How does the variance of product ratings matter? Management Sci. 58(4):696–707.Link, Google Scholar
• Sun M, Zhang X(M), Zhu F (2019) U-shaped conformity in online social networks. Marketing Sci. 38(3):461–480.Google Scholar
• Trusov M, Bucklin RE, Pauwels K (2009) Effects of word-of-mouth vs. traditional marketing: Findings from an internet social networking site. J. Marketing 73(5):90–102.Crossref, Google Scholar
• Utz S, Kerkhof P, van den Bos J (2012) Consumers rule: How consumer reviews influence perceived trustworthiness of online stores. Electronic Commerce Res. Appl. 11(1):49–58.Crossref, Google Scholar
• Venkatesan R, Mehta K, Bapna R (2006) Understanding the confluence of retailer characteristics, market characteristics and online pricing strategies. Decision Support Systems 42(3):1759–1775.Crossref, Google Scholar
• Villas-Boas JM (2004) Consumer learning, brand loyalty, and competition. Marketing Sci. 23(1):134–145.Link, Google Scholar
• Wang C, Zhang X(M) (2009) Sampling of information goods. Decision Support Systems 48(1):14–22.Crossref, Google Scholar
• Wang C, Zhang X(M), Hann I-H (2018) Socially nudged: A quasi-experimental study of friends’ social influence in online product ratings. Inform. Systems Res. 29(3):641–655.Link, Google Scholar
• Wathieu L, Bertini M (2007) Price as a stimulus to think: The case for willful overpricing. Marketing Sci. 26(1):118–129.Link, Google Scholar
• Wernerfelt B (1986) A special case of dynamic pricing policy. Management Sci. 32(12):1562–1566.Link, Google Scholar
• Wilson CM (2010) Ordered search and equilibrium obfuscation. Internat. J. Indust. Organ. 25(5):496–506.Crossref, Google Scholar
• Wu F, Huberman BA (2008) How public opinion forms. Papadimitriou C, Zhang S, eds. Internet and Network Economics—WINE 2008, Lecture Notes in Computer Science, vol. 5385 (Springer, Berlin, Heidelberg), 334–341.Google Scholar
• Xu L, Chen J, Whinston A (2011) Price competition and endogenous valuation in search advertising. J. Marketing Res. 48(3):566–586.Crossref, Google Scholar
• Ye S, Gao G, Viswanathan S (2014) Strategic behavior in online reputation systems: Evidence from revoking on ebay. Management Inform. Systems Quart. 38(4):1033–1056.Crossref, Google Scholar
• Yu M, Debo L, Kapuscinski R (2016) Strategic waiting for consumer-generated quality information: Dynamic pricing of new experience goods. Management Sci. 62(2):410–435.Google Scholar
• Zhang J, Craciun G, Shin D (2010) When does electronic word-of-mouth matter? A study of consumer product reviews. J. Bus. Res. 63(12):1336–1341.Crossref, Google Scholar
• Zhang X(M), Feng J (2011) Cyclical bid adjustments in search-engine advertising. Management Sci. 57(9):1703–1719.Link, Google Scholar
• Zhang X(M), Zhu F (2011) Group size and incentives to contribute: A natural experiment at chinese wikipedia. Amer. Econom. Rev. 101(4):1601–1615.Crossref, Google Scholar
• Zhao H (2000) Raising awareness and signaling quality to uninformed consumers: A price advertising model. Marketing Sci. 19(4):390–396.Link, Google Scholar
• Zhu F, Zhang X(M) (2010) Impact of online consumer reviews on sales: The moderating role of product and consumer characteristics. J. Marketing 74(2):133–148.Crossref, Google Scholar