Impact of Average Rating on Social Media Endorsement: The Moderating Role of Rating Dispersion and Discount Threshold

Published Online:https://doi.org/10.1287/isre.2017.0728

References

  • Akerlof GA, Kranton RE (2000) Economics and identity. Quart. J. Econom. 115(3):715–753.CrossrefGoogle Scholar
  • Anderson M, Magruder J (2012) Learning from the crowd: Regression discontinuity estimates of the effects of an online review database. Econom. J. 122(563):957–989.Google Scholar
  • Aral S, Walker D (2011) Creating social contagion through viral product design: A randomized trial of peer influence in networks. Management Sci. 57(9):1623–1639.LinkGoogle Scholar
  • Aral S, Dellarocas C, Godes D (2013) Social media and business transformation: A framework for research. Inform. Systems Res. 24(1):3–13.LinkGoogle Scholar
  • Basuroy S, Desai KK, Talukdar D (2006) An empirical investigation of signaling in the motion picture industry. J. Marketing Res. 43(2):287–295.CrossrefGoogle Scholar
  • Berger J (2014) Word-of-mouth and interpersonal communication: A review and directions for future research. J. Consumer Psych. 24(4):586–607.CrossrefGoogle Scholar
  • Berger J, Heath C (2007) Where consumers diverge from others: Identity signaling and product domains. J. Consumer Res. 34(2):121–134.CrossrefGoogle Scholar
  • Berger J, Schwartz EM (2011) What drives immediate and ongoing word of mouth? J. Marketing Res. 48(5):869–880.CrossrefGoogle Scholar
  • Byers JW, Mitzenmacher M, Zervas G (2012) Daily deals: Prediction, social diffusion, and reputational ramifications. Proc. Fifth ACM Internat. Conf. Web Search Data Mining (WSDM’12) (ACM, New York), 543–552.Google Scholar
  • Chen H, De P, Hu YJ (2015) IT-enabled broadcasting in social media: An empirical study of artists’ activities and music sales. Inform. Systems Res. 26(3):513–531.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
  • 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.LinkGoogle 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
  • Dellarocas C (2006) Strategic manipulation of Internet opinion forums: Implications for consumers and firms. Management Sci. 52(10):1577–1593.LinkGoogle Scholar
  • Dellarocas C, Zhang XM, 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.CrossrefGoogle Scholar
  • Demers E, Lewellen K (2003) The marketing role of IPOs: Evidence from Internet stocks. J. Financial Econom. 68(3):413–437.CrossrefGoogle Scholar
  • Dholakia U (2012) How businesses fare with daily deals as they gain experience: A multi-time period study of daily deal performance. Working paper, Rice University, Houston.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.CrossrefGoogle Scholar
  • Ebrahimi N, Maasoumi E, Soofi ES (1999) Ordering univariate distributions by entropy and variance. J. Econometrics 90(2):317–336.CrossrefGoogle Scholar
  • Efendi J, Kinney M, Smith K, Smith M (2012) Marketing supply chain using B2B buy-side e-commerce systems: Does adoption impact financial performance? Acad. Marketing Stud. J. 17(2):57–83.Google Scholar
  • Egebark J, Ekström M (2011) Like what you like or like what others like? Conformity and peer effects on Facebook. Working paper, Stockholm University, Stockholm.Google Scholar
  • Eliashberg J, Shugan SM (1997) Film critics: Influencers or predictors? J. Marketing 61(2):68–78.CrossrefGoogle Scholar
  • Ellison NB, Steinfield C, Lampe C (2007) The benefits of Facebook “friends”: Social capital and college students’ use of online social network sites. J. Comput.-Mediated Comm. 12(4):1143–1168.CrossrefGoogle 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
  • Feldman JM, Lynch JG (1988) Self-generated validity and other effects of measurement on belief, attitude, intention, and behavior. J. Appl. Psych. 73(3):421–435.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
  • Ghose A, Ipeirotis PG (2011) Estimating the helpfulness and economic impact of product reviews: Mining text and reviewer characteristics. Knowledge Data Engrg. IEEE Trans. 23(10):1498–1512.CrossrefGoogle Scholar
  • Hartmann W, Nair HS, Narayanan S (2011) Identifying causal marketing mix effects using a regression discontinuity design. Marketing Sci. 30(6):1079–1097.LinkGoogle Scholar
  • Hong Y, Chen P-Y, Hitt LM (2017) Measuring product type with dynamics of online product review variances: A theoretical model and the empirical applications. Working paper, Arizona State University, Tempe.Google Scholar
  • Hu N, Zhang J, Pavlou PA (2009) Overcoming the J-shaped distribution of product reviews. Comm. ACM 52(10):144–147.CrossrefGoogle Scholar
  • Imbens GW, Lemieux T (2008) Regression discontinuity designs: A guide to practice. J. Econometrics 142(2):615–635.CrossrefGoogle Scholar
  • Kahneman D, Tversky A (1979) Prospect theory: An analysis of decision under risk. Econometrica 47(2):263–292.CrossrefGoogle Scholar
  • Kauffman RJ, Wang B (2001) New buyers’ arrival under dynamic pricing market microstructure: The case of group-buying discounts on the Internet. J. Management Inform. Systems 18(2):157–188.CrossrefGoogle Scholar
  • Kirmani A, Rao AR (2000) No pain, no gain: A critical review of the literature on signaling unobservable product quality. J. Marketing 64(2):66–79.CrossrefGoogle Scholar
  • Kosinski M, Stillwell D, Graepel T (2013) Private traits and attributes are predictable from digital records of human behavior. Proc. Natl. Acad. Sci. USA 110(15):5802–5805.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
  • Lee D, Hosanagar K, Nair H (2018) Advertising content and consumer engagement on social media: Evidence from Facebook. Management Sci., ePub ahead of print January 18, https://doi.org/10.1287/mnsc.2017.2902.LinkGoogle Scholar
  • Lee DS, Lemieux T (2010) Regression discontinuity designs in economics. J. Econom. Literature 48(2):281–355.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, Wu L (2013) Measuring effects of observational learning and social-network word-of-mouth (WOM) on the sales of daily–deal vouchers. Proc. 46th Hawaii Internat. Conf. System Sci. (HICSS), Maui, HI, 2908–2917.Google Scholar
  • Li X, Wu L (2018) Herding and social media word-of-mouth: Evidence from Groupon. MIS Quart. Forthcoming.Google Scholar
  • Lin N, Cook KS, Burt RS (2001) Social Capital: Theory and Research (Transaction Publishers, New Brunswick, NJ).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 (2016) Reviews, reputation, and revenue: The case of http://Yelp.com. Working paper, Harvard Business School, Cambridge, MA.Google Scholar
  • Luo X, Zhang JJ, Duan W (2013) Social media and firm equity value. Inform. Systems Res. 24(1):146–163.LinkGoogle Scholar
  • Malhotra A, Kubowicz Malhotra C, See A (2013) How to create brand engagement on Facebook. MIT Sloan Management Rev. 54(2):18–20.Google Scholar
  • Mayzlin D, Dover Y, Chevalier JA (2014) Promotional reviews: An empirical investigation of online review manipulation. Amer. Econom. Rev. 104(8):2421–2455.CrossrefGoogle Scholar
  • Meyer RJ (1981) A model of multiattribute judgments under attribute uncertainty and informational constraint. J. Marketing Res. 18(4):428–441.CrossrefGoogle Scholar
  • Miller AR, Tucker C (2013) Active social media management: The case of health care. Inform. Systems Res. 24(1):52–70.LinkGoogle 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
  • Park SB, Park DH (2013) The effect of low- versus high-variance in product reviews on product evaluation. Psych. Marketing 30(7): 543–554.CrossrefGoogle Scholar
  • Rishika R, Kumar A, Janakiraman R, Bezawada R (2013) The effect of customers’ social media participation on customer visit frequency and profitability: An empirical investigation. Inform. Systems Res. 24(1):108–127.LinkGoogle Scholar
  • Roberts JH, Urban GL (1988) Modeling multiattribute utility, risk, and belief dynamics for new consumer durable brand choice. Management Sci. 34(2):167–185.LinkGoogle Scholar
  • Sernovitz A (2006) Word of Mouth Marketing: How Smart Companies Get People Talking (Kaplan, Chicago).Google Scholar
  • Shannon CE (2001) A mathematical theory of communication. ACM SIGMOBILE Mobile Comput. Comm. Rev. 5(1):3–55.CrossrefGoogle Scholar
  • Sun M (2012) How does the variance of product ratings matter? Management Sci. 58(4):696–707.LinkGoogle Scholar
  • Wang F, Liu X, Fang EE (2015) User reviews variance, critic reviews variance, and product sales: An exploration of customer breadth and depth effects. J. Retailing 91(3):372–389.CrossrefGoogle Scholar
  • West PM, Broniarczyk SM (1998) Integrating multiple opinions: The role of aspiration level on consumer response to critic consensus. J. Consumer Res. 25(1):38–51.CrossrefGoogle Scholar
  • Wojnicki A, Godes D (2008) Word-of-mouth as self-enhancement. Harvard Business School Marketing Research Paper 06-01, Cambridge, MA.Google Scholar
  • Wu J, Shi M, Hu M (2015) Threshold effects in online group buying. Management Sci. 61(9):2025–2040.LinkGoogle Scholar
  • Zhang R, Tran T (2008) An entropy-based model for discovering the usefulness of online product reviews. Proc. IEEE/WIC/ACM Internat. Conf. Web Intelligence Intelligent Agent Tech. (WI-IAT), Sydney, Australia, 759–762.Google 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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