Consumer Learning from Own Experience and Social Information: An Experimental Study

References

• Acemoglu D, Bimpikis K, Ozdaglar A (2014) Dynamics of information exchange in endogenous social networks. Theoretical Econom. 9(1):41–97.Crossref, Google Scholar
• Acemoglu D, Dahleh MA, LobelI, Ozdaglar A (2011) Bayesian learning in social networks. Rev. Econom. Stud. 78(4):1201–1236.Crossref, Google Scholar
• Allon G, Zhang DJ (2017) Managing service systems in the presence of social networks. Working paper, University of Pennsylvania, Philadelphia.Google Scholar
• Banerjee A, Fudenberg D (2004) Word-of-mouth learning. Games Econom. Behav. 46(1):1–22.Crossref, Google Scholar
• Banerjee AV (1992) A simple model of herd behavior. Quart. J. Econom. 107(3):797–817.Crossref, Google Scholar
• Behrens TEJ, Woolrich MW, Walton ME, Rushworth MFS (2007) Learning the value of information in an uncertain world. Nature Neuroscience 10(9):1214–1221.Google Scholar
• Besbes O, Scarsini M (2018) On information distortions in online ratings. Oper. Res. 66(3):597–610.Link, Google Scholar
• Bikhchandani S, Hirshleifer D, Welch I (1992) A theory of fads, fashion, custom, and cultural change as informational cascades. J. Political Econom. 100(5):992–1026.Crossref, Google Scholar
• Boyd S, Diaconis P, Xiao L (2004) Fastest mixing Markov chain on a graph. SIAM Rev. 46(4):667–689.Crossref, Google Scholar
• Çelen B, Hyndman K (2012) Social learning through endogenous information acquisition: An experiment. Management Sci. 58(8):1525–1548.Link, Google 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.Link, Google Scholar
• Chen Y, Wang Q, Xie J (2011) Online social interactions: A natural experiment on word of mouth vs. observational learning. J. Marketing Res. 48(2):238–254.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
• Cui R, Gallino S, Moreno A, Zhang DJ (2018) The operational value of social media information. Production Oper. Management 27(10):1749–1769.Crossref, Google Scholar
• DeCroix G, Long X, Tong J (2019) How service quality variability hurts revenue when customers learn: Implications for dynamic personalized pricing. Working paper, University of Wisconsin-Madison.Google Scholar
• Dellarocas C (2003) The digitization of word of mouth: Promise and challenges of online feedback mechanisms. Management Sci. 49(10):1407–1424.Link, Google Scholar
• Edmunds A, Morris A (2000) The problem of information overload in business organisations: A review of the literature. Internat. J. Inform. Management 20(1):17–28.Crossref, Google Scholar
• Ellison G, Fudenberg D (1995) Word-of-mouth communication and social learning. Quart. J. Econom. 110(1):93–125.Crossref, Google Scholar
• Erev I, Haruvy E (2017) Learning and the economics of small decisions. John Kagel, Alvin E. Roth, eds. Handbook of Experimental Economics, vol. 2 (Princeton University Press, Princeton, NJ), 638–699.Google Scholar
• Erev I, Roth AE (1998) Predicting how people play games: Reinforcement learning in experimental games with unique, mixed strategy equilibria. Amer. Econom. Rev. 88(4):848–881.Google Scholar
• Feldman P, Papanastasiou Y, Segev E (2019) Social learning and the design of new experience goods. Management Sci. 65(4):1502–1519.Link, Google Scholar
• Fischbacher U (2007) z-tree: Zurich toolbox for ready-made economic experiments. Experiment. Econom. 10(2):171–178.Crossref, Google Scholar
• Gans N, Knox G, Croson R (2007) Simple models of discrete choice and their performance in bandit experiments. Manufacturing Service Oper. Management 9(4):383–408.Link, Google Scholar
• Gaur V, Park Y-H (2007) Asymmetric consumer learning and inventory competition. Management Sci. 53(2):227–240.Link, Google Scholar
• Ghose A, Ipeirotis PG, Li B (2012) Designing ranking systems for hotels on travel search engines by mining user-generated and crowd-sourced content. Marketing Sci. 31(3):493–520.Link, 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
• Goh K-Y, Heng C-S, Lin Z (2013) Social media brand community and consumer behavior: Quantifying the relative impact of user-and marketer-generated content. Inform. Systems Res. 24(1):88–107.Link, Google Scholar
• Hall J, Porteus E (2000) Customer service competition in capacitated systems. Manufacturing Service Oper. Management 2(2):144–165.Link, Google Scholar
• Hu M, Milner J, Wu J (2016) Liking and following and the newsvendor: Operations and marketing policies under social influence. Management Sci. 62(3):867–879.Link, Google Scholar
• Ifrach B, Maglaras C, Scarsini M, Zseleva A (2019) Bayesian social learning from consumer reviews. Oper. Res. 67(5):1209–1221.Link, Google Scholar
• Kahneman D (1973) Attention and Effort, vol. 1063 (Prentice-Hall, Englewood Cliffs, NJ).Google Scholar
• Kremer M, Debo L (2015) Inferring quality from wait time. Management Sci. 62(10):3023–3038.Link, Google Scholar
• Kremer M, Moritz B, Siemsen E (2011) Demand forecasting behavior: System neglect and change detection. Management Sci. 57(10):1827–1843.Link, Google Scholar
• Lee Y-J, Hosanagar K, Tan Y (2015) Do I follow my friends or the crowd? Information cascades in online movie ratings. Management Sci. 61(9):2241–2258.Link, 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
• Meyer RJ, Shi Y (1995) Sequential choice under ambiguity: Intuitive solutions to the armed-bandit problem. Management Sci. 41(5):817–834.Link, Google Scholar
• Momot R, Belavina E, Girotra K (2019) The use and value of social information in selective selling of exclusive products. Management Sci. 66(6):2610–2627.Link, Google Scholar
• Nevo I, Erev I (2012) On surprise, change, and the effect of recent outcomes. Frontiers Psych. 3:24.Google Scholar
• Nielsen Holdings NV (2015) Global trust in advertising. Accessed September 19, 2016, http://www.nielsen.com/us/en/insights/reports/2015/global--trust--in--advertising--2015.html.Google Scholar
• Papanastasiou Y, Savva N (2016) Dynamic pricing in the presence of social learning and strategic consumers. Management Sci. 63(4):919–939.Link, Google Scholar
• Schroder HM, Driver MJ, Streufet S (1967) Human Information Processing: Individuals and Groups Functioning in Complex Social Situations (Holt, Rinehart and Winston, New York).Google Scholar
• Simonsohn U, Ariely D (2008) When rational sellers face nonrational buyers: Evidence from herding on eBay. Management Sci. 54(9):1624–1637.Link, Google Scholar
• Smith L, Sorensen P (2000) Pathological outcomes of observational learning. Econometrica 68(2):371–397.Crossref, Google Scholar
• Statista (2018) Social media marketing—Statistics & facts. Accessed November 20, 2019, https://www.statista.com/topics/1538/social--media--marketing/.Google Scholar
• Xu Y, Armony M, Ghose A (2016) The interplay between online reviews and physician demand: An empirical investigation. Working paper, New York University.Google Scholar
• Zhang DJ, Allon G, Van Mieghem JA (2017) Does social interaction improve learning outcomes? Evidence from field experiments on massive open online education. Manufacturing Service Oper. Management 19(3):347–367.Google Scholar
• Zhang J, Liu P (2012) Rational herding in microloan markets. Management Sci. 58(5):892–912.Link, Google Scholar