Learning from Your Friends’ Check-Ins: An Empirical Study of Location-Based Social Networks

References

• Acemoglu D, Dahleh MA, Lobel I, Ozdaglar A (2011) Bayesian learning in social networks. Rev. Econom. Stud. 78(4):1201–1236.Crossref, Google Scholar
• Andrews M, Luo X, Fang Z, Ghose A (2015) Mobile ad effectiveness: Hyper-contextual targeting with crowdedness. Marketing Sci. 35(2):218–233.Link, 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.Link, Google Scholar
• Aral S, Walker D (2014) Tie strength, embeddedness, and social influence: A large-scale networked experiment. Management Sci. 60(6):1352–1370.Link, Google Scholar
• Aral S, Muchnik L, Sundararajan A (2009) Distinguish influence-based contagion from homophily-driven diffusion in dynamic networks. Proc. Natl. Acad. Sci. 106(51):21544–21549.Crossref, Google Scholar
• Asch SE (1951) Effects of group pressure on the modification and distortion of judgments. Guetzkow H, ed. Groups, Leadership and Men (Carnegie Press, Pittsburgh), 177–190.Google Scholar
• Bakshy E, Rosenn I, Marlow C, Adamic L (2012) The role of social networks in information diffusion. Proc. 21st Internat. Conf. World Wide Web (ACM, New York), 519–528.Google Scholar
• Banerjee AV (1992) A simple model of herd behavior. Quart. J. Econom. 107(3):797–817.Crossref, Google Scholar
• Bapna R, Qiu L, Rice S (2017) Repeated interactions vs. social ties: Quantifying the economic value of trust, forgiveness, and reputation using a field experiment. MIS Quart. 41(3):841–866.Crossref, Google Scholar
• Bichler M, Gupta A, Ketter W (2010) Designing smart markets. Inform. Systems Res. 21(4):688–699.Link, Google Scholar
• Bikhchandani S, Hirshleifer D, Welch I (1992) A theory of fads, fashion, custom, and cultural change in informational cascades. J. Political Econom. 100(6):992–1026.Crossref, Google Scholar
• Bjorkegren D (2015) The adoption of network goods: Evidence from the spread of mobile phones in Rwanda. Working paper, Brown University, Providence RI, https://ssrn.com/abstract=2616524.Google Scholar
• Bramoullé Y, Djebbari H, Fortin B (2009) Identification of peer effects through social networks. J. Econometrics 150(1):41–55.Crossref, Google Scholar
• Cai H, Chen Y, Fang H (2009) Observational learning: Evidence from a randomized natural field experiment. Amer. Econom. Rev. 99(3):864–882.Crossref, Google Scholar
• Cairncross F (2001) The Death of Distance: How the Communications Revolution is Changing Our Lives (Harvard Business Press, Boston).Google Scholar
• Carew R, Osawa J (2015) China’s Dianping valued at 4 billion. Wall Street Journal (April 2), https://www.wsj.com/articles/chinas-dianping-valued-at-4-billion-1427962959.Google Scholar
• Chatterjee P (2001) Online reviews: Do consumers use them? Gilly MC, Myers-Levy J, eds. Advances in Consumer Research (Association for Consumer Research, Valdosta, GA), 129–134.Google Scholar
• Chen Y, Xie J (2005) Third-party product review and firm marketing strategy. Marketing Sci. 24(2):218–240.Link, Google Scholar
• Chen Y, Wang Q, Xie J (2011) Online social interactions: A natural experiment on word of mouth versus observational learning. J. Marketing Res. 48(2):238–254.Crossref, Google Scholar
• Cheong CC, Nadiah LOH (2013) Transport policies and patterns: A comparison of five Asian cities. JOURNEYS 69–78.Google Scholar
• Cook KS (2005) Networks, norms, and trust: The social psychology of social capital. Soc. Psych. Quart. 68(1):4–14.Google Scholar
• Danaher PJ, Smith MS, Ranasinghe K, Danaher TS (2015) Where, when and how long: Factors that influence the redemption of mobile phone coupons. J. Marketing Res. 52(5):710–725.Crossref, Google Scholar
• Duan W, Gu B, Whinston AB (2009) Informational cascades and software adoption on the Internet: An empirical investigation. MIS Quart. 33(1):23–48.Crossref, Google Scholar
• Erdem T, Keane MP, Sun B (2008) The impact of advertising on consumer price sensitivity in experience goods markets. Quant. Marketing Econom. 6(2):139–176.Crossref, Google Scholar
• Fang Z, Gu B, Luo X, Xu Y (2015) Contemporaneous and delayed sales impact of location-based mobile promotions. Inform. Systems Res. 26(3):552–564.Link, Google Scholar
• Fong NM, Fang Z, Luo X (2015) GEO-conquesting: Competitive locational targeting of mobile promotions. J. Marketing Res. 52(5):726–735.Crossref, 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
• Gao H, Liu H (2014) Data analysis on location-based social networks. Mobile Social Networking (Springer, New York), 165–194.Crossref, Google Scholar
• Ghose A, Goldfarb A, Han SP (2012a) How is the mobile Internet different? Search costs and local activities. Inform. Systems Res. 24(3):613–631.Link, Google Scholar
• Ghose A, Ipeirotis PG, Li B (2012b) 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
• Granovetter MS (1973) The strength of weak ties. Amer. J. Sociol. 78(6):1360–1380.Crossref, Google Scholar
• Hendricks K, Sorensen A (2009) Information and the skewness of music sales. J. Political Econom. 117(2):324–369.Crossref, Google Scholar
• Hinz O, Skiera B, Barrot C, Becker JU (2011) Seeding strategies for viral marketing: An empirical comparison. J. Marketing 75(6):55–71.Crossref, Google Scholar
• Hong Y, Hu Y, Burtch G (2018) Embeddedness, pro-sociality, and social influence: Evidence from online crowdfunding. MIS Quart. Forthcoming.Google Scholar
• Iyengar R, van den Bulte C, Lee JY (2015) Social contagion in new product trial and repeat. Marketing Sci. 34(3):408–429.Link, Google Scholar
• Iyengar R, van den Bulte C, Valente TW (2011) Opinion leadership and social contagion in new product diffusion. Marketing Sci. 30(2):195–212.Link, Google Scholar
• Ke TT, Yang CZ (2016) Peer effect of iPhone adoptions on social networks. Research paper, Massachusetts Institute of Technology, Cambridge. https://ssrn.com/abstract=2837263.Google Scholar
• Kennedy MT, Fiss PC (2009) Institutionalization, framing, and diffusion: The logic of TQM adoption and implementation decisions among U.S. hospitals. Acad. Management J. 52(5):897–918.Crossref, Google Scholar
• Lee G, Raghu TS (2014) Determinants of mobile apps success: Evidence from app store market. J. Management Inform. Systems 31(2):133–170.Crossref, Google Scholar
• Lee GM, Qiu L, Whinston AB (2016) A friend like me: Modeling network formation in a location-based social network. J. Management Inform. Systems 33(4):1–26.Crossref, Google Scholar
• Lee JY, Bell DR (2013) Neighborhood social capital and social learning for experience attributes of products. Marketing Sci. 32(6):960–976.Link, Google Scholar
• Lee YJ, 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
• Li X, Wu L (2013) Measuring effects of observational learning and social-network word-of-mouth (WOM) on the sales of daily-deal vouchers. 2013 46th Hawaii Internat. Conf. System Sci. (HICSS) (IEEE, Piscataway, NJ), 2908–2917.Google Scholar
• Lindqvist J, Cranshaw J, Wiese J, Hong J, Zimmerman J (2011) I’m the mayor of my house: Examining why people use foursquare—A social-driven location sharing application. Proc. SIGCHI Conf. Human Factors Comput. Systems (ACM, New York), 2409–2418.Google Scholar
• Liu D, Brass D, Chen D (2014) Friendships in online peer-to-peer lending: Pipes, prisms, and relational herding. MIS Quart. 39(3):729–742.Crossref, Google Scholar
• Liu Z, Duan JA, Ter Hofstede F (2014) Marketing spillovers of location-based mobile services. Working paper, University of Texas at Austin, http://ssrn.com/abstract=2578335.Google Scholar
• Luo X, Andrews M, Fang Z, Phang CW (2013) Mobile targeting. Management Sci. 60(7):1738–1756.Link, Google Scholar
• Ma H, Yang H, Lyu MR, King I (2008) SoRec: Social recommendation using probabilistic matrix factorization. Proc. 17th ACM Conf. Inform. Knowledge Management (ACM, New York), 931–940.Google Scholar
• Ma L, Krishnan R, Montgomery AL (2014) Latent homophily or social influence? An empirical analysis of purchase within a social network. Management Sci. 61(2):454–473.Link, Google Scholar
• Mann L (1969) Social Psychology (John Wiley, New York).Google Scholar
• Manski CF (1993) Identification of endogenous social effects: The reflection problem. Rev. Econom. Stud. 60(3):531–542.Crossref, Google Scholar
• Maslow AH (1943) A theory of human motivation. Psych. Rev. 50(4):370.Crossref, Google Scholar
• Moretti E (2011) Social learning and peer effects in consumption: evidence from movie sales. Rev. Econom. Stud. 78(1):356–393.Crossref, Google Scholar
• Qiu L, Whinston AB (2017) Pricing strategies under behavioral observational learning in social networks. Production Oper. Management 26(7):1249–1267.Crossref, Google Scholar
• Qiu L, Rui H, Whinston AB (2014) Effects of social networks on prediction markets: Examination in a controlled experiment. J. Management Inform. Systems 30(4):235–268.Crossref, Google Scholar
• Shadish WR, Cook TD, Campbell DT (2002) Experimental and Quasi-Experimental Designs for Generalized Causal Inference (Houghton Mifflin, Boston).Google Scholar
• Shi Z, Whinston AB (2013) Network structure and observational learning: Evidence from a location-based social network. J. Management Inform. Systems 30(2):185–212.Crossref, Google Scholar
• Shriver SK, Nair HS, Hofstetter R (2013) Social ties and user-generated content: Evidence from an online social network. Management Sci. 59(6):1425–1443.Link, 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
• Simonsohn U, Karlsson N, Loewenstein G, Ariely D (2008) The tree of experience in the forest of information: Overweighing experienced relative to observed information. Games Econom. Behav. 62(1):263–286.Crossref, Google Scholar
• Takács G, Pilászy I, Németh B, Tikk D (2009) Scalable collaborative filtering approaches for large recommender systems. J. Machine Learn. Res. 10(3):623–656.Google Scholar
• Tolbert PS, Zucker LG (1983) Institutional sources of change in the formal structure of organizations: The diffusion of civil service reform, 1880–1935. Admin. Sci. Quart. 28(1):22–39.Crossref, Google Scholar
• Tucker C (2008) Identifying formal and informal influence in technology adoption with network externalities. Management Sci. 54(12):2024–2038.Link, Google Scholar
• Tucker C, Zhang J (2011) How does popularity information affect choices? A field experiment. Management Sci. 57(5):828–842.Link, Google Scholar
• Turner M (2016) An unlikely source predicted Chipotle’s disastrous quarter, and it says a lot about the future of investing. Business Insider (April 27). Accessed July 18, 2016, http://www.businessinsider.com/foursquare-data-predicted-chipotle-results-2016-4.Google Scholar
• Wang A, Zhang M, Hann IH (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
• Wang L, Gopal R, Shankar R, Pancras J (2015) On the brink: Predicting business failure with mobile location-based checkins. Decision Support Systems 76:3–13.Crossref, Google Scholar
• Wang Q, Goh KY (2012) Consumer segmentation and the information rule of online reviews in horizontally differentiated product markets. E-Life: Web-Enabled Convergence of Commerce, Work, and Social Life (Springer, Berlin Heidelberg), 225–233.Crossref, Google Scholar
• Westphal JD, Gulati R, Shortell SM (1997) Customization or conformity? An institutional and network perspective on the content and consequences of TQM adoption. Admin. Sci. Quart. 42(2):366–394.Crossref, Google Scholar
• Xu H, Teo HH, Tan BCY, Agarwal R (2012) Effects of individual self-protection, industry self-regulation, and government regulation on privacy concerns: A study of location-based services. Inform. Systems Res. 23(4):1342–1363.Link, Google Scholar
• Zhang J (2010) The sound of silence: Observational learning in the U.S. kidney market. Marketing Sci. 29(2):315–335.Link, Google Scholar
• Zhang J, Liu P (2012) Rational herding in microloan markets. Management Sci. 58(5):892–912.Link, Google Scholar
• Zhang J, Liu Y, Chen Y (2015) Social learning in networks of friends versus strangers. Marketing Sci. 34(4):573–589.Link, Google Scholar
• Zhang X, Wang C (2012) Network positions and contributions to online public goods: The case of Chinese wikipedia. J. Management Inform. Systems 29(2):11–40.Crossref, 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.Crossref, Google Scholar