Fare Prediction Websites and Transaction Prices: Empirical Evidence from the Airline Industry

References

• Adomavicius G, Bockstedt J, Curley S, Zhang J (2011) Recommender systems, consumer preferences, and anchoring effects. RecSys 2011 Workshop on Human Decision Making in Recommender Systems, Chicago, 35–42.Google Scholar
• Alderighi M, Gaggero AA, Piga CA (2015) The effect of code-share agreements on the temporal profile of airline fares. Transportation Res. Part A: Policy Practice 79:42–54.Crossref, Google Scholar
• Anderson CK, Wilson JG (2003) Wait or buy? The strategic consumer: Pricing and profit implications. J. Oper. Res. Soc. 54(3):299–306.Crossref, Google Scholar
• Aviv Y, Pazgal A (2008) Optimal pricing of seasonal products in the presence of forward-looking consumers. Manufacturing Service Oper. Management 10(3):339–359.Link, Google Scholar
• Aviv Y, Levin Y, Nediak M (2009) Counteracting strategic consumer behavior in dynamic pricing systems. Netessine S, Tang CS, eds. Consumer-Driven Demand and Operations Management Models (Springer, New York), 323–352.Crossref, Google Scholar
• Belobaba PP (1989) Application of a probabilistic decision model to airline seat inventory control. Oper. Res. 37(2):183–197.Link, Google Scholar
• Belobaba PP, Odoni A, Barnhart C (2009) Fundamentals of pricing and revenue management. Belobaba PP, Odoni A, Barnhart C, eds. The Global Airline Industry (John Wiley and Sons, Chichester, UK), 73–112.Crossref, Google Scholar
• Besanko D, Winston WL (1990) Optimal price skimming by a monopolist facing rational consumers. Management Sci. 36(5):555–567.Link, Google Scholar
• Boyd AE (2007) The Future of Pricing (Palgrave Macmillan, New York).Crossref, Google Scholar
• Brueckner JK, Luo D (2014) Measuring strategic firm interaction in product-quality choices: The case of airline flight frequency. Econom. Transportation 3(1):102–115.Crossref, Google Scholar
• Brueckner JK, Lee DN, Singer ES (2011) Alliances, codesharing, antitrust immunity, and international airfares: Do previous patterns persist? J. Competition Law Econom. 7(3):573–602.Crossref, Google Scholar
• Brueckner J, Lee DN, Singer ES (2013) Airline competition and domestic U.S. airfares: A comprehensive reappraisal. Econom. Transportation 2(1):1–17.Crossref, Google Scholar
• Brynjolfsson E, Hu Y, Simester D (2011) Goodbye Pareto principle, hello long tail: The effect of search costs on the concentration of product sales. Management Sci. 57(8):1373–1386.Link, Google Scholar
• Chen L, de Gemmis M, Felfernig A, Lops P, Ricci F, Semeraro G (2013) Human decision making and recommender systems. ACM Trans. Interactive Intelligent Systems 3(3):1–17.Crossref, Google Scholar
• Chen M, Chen ZL (2015) Recent developments in dynamic pricing research: Multiple products, competition, and limited demand information. Production Oper. Management 24(5):704–731.Crossref, Google Scholar
• Chen Y, Gayle PG (2007) Vertical contracting between airlines: An equilibrium analysis of codeshare alliances. Internat. J. Indust. Organ. 25(5):1046–1060.Crossref, Google Scholar
• Clemons EK, Hann IH, Hitt L (2002) Price dispersion and differentiation in online travel: An empirical investigation. Management Sci. 48(4):534–549.Link, Google Scholar
• Coase RH (1972) Durability and monopoly. J. Law Econom. 15(1):143–149.Crossref, Google Scholar
• Cook J (2014) Farewell, Farecast: Microsoft kills airfare price predictor, to the dismay of its creator. GeekWire (April 8), http://www.geekwire.com/2014/farewell-farecast-microsoft-kills-airfare-price-predictor-dismay-creator/.Google Scholar
• Cooper WL, Homem-de-Mello T, Kleywegt AJ (2006) Models of the spiral-down effect in revenue management. Oper. Res. 54(5):968–987.Link, Google Scholar
• DellaVigna S, Malmendier U (2006) Paying not to go to the gym. Amer. Econom. Rev. 96(3):694–719.Crossref, Google Scholar
• Dresner M, Tretheway MW (1992) Modelling and testing the effect of market structure on price: The case of international air transport. J. Transport Econom. Policy 26(2):171–184.Google Scholar
• Ellison G, Ellison F (2009) Search obfuscation, and price elasticities on the Internet. Econometrica 77(2):427–452.Crossref, Google Scholar
• Escobari D (2012) Dynamic pricing, advance sales and aggregate demand learning in airlines. J. Indust. Econom. 60(4):697–724.Crossref, Google Scholar
• Etzioni O, Tuchinda R, Knoblock CA, Yates A (2003) To buy or not to buy: Mining airfare data to minimize ticket purchase price. Proc. Knowledge Discovery Data Mining (ACM, New York), 119–128.Crossref, Google Scholar
• Fitzsimons GJ, Lehmann DR (2004) Reactance to recommendations: When unsolicited advice yields contrary responses. Marketing Sci. 23(1):82–94.Link, Google Scholar
• Flynn LJ (2006) Like this? You’ll hate that. (Not all Web recommendations are welcome.) New York Times (January 23), http://www.nytimes.com/2006/01/23/technology/23recommend.html.Google Scholar
• Gerardi KS, Shapiro AH (2009) Does competition reduce price discrimination? New evidence from the airline industry. J. Political Econom. 117(1):1–37.Crossref, Google Scholar
• Gilo D, Simonelli F (2015) The price-increasing effects of domestic code-sharing agreements for non-stop airline routes. J. Competition Law Econom. 11(1):69–83.Crossref, Google Scholar
• Goldman D (2011) DOJ approves Google’s ITA deal…with caveats. CNN Money (April 8), http://money.cnn.com/2011/04/08/technology/google_ita/index.htm.Google Scholar
• Goolsbee A, Syverson C (2008) How do incumbents respond to the threat of entry? Evidence from the major airlines. Quart. J. Econom. 123(4):1611–1633.Crossref, Google Scholar
• Grubb MD (2015a) Behavior consumers in industrial organization. Rev. Indust. Organ. 47(3):247–258.Crossref, Google Scholar
• Grubb MD (2015b) Failing to choose the best price: Theory, evidence, and policy. Rev. Indust. Organ. 47(3):303–340.Crossref, Google Scholar
• Ho TH, Lim N, Camerer CF (2006) Modeling the psychology of consumer and firm behavior with behavioral economics. J. Marketing Res. 43(3):307–331.Crossref, Google Scholar
• Jerath K, Netessine S, Veeraraghavan SK (2010) Revenue management with strategic customers: Last-minute selling and opaque selling. Management Sci. 56(3):430–448.Link, Google Scholar
• Jiang Y, Shang J, Kemerer CF, Liu Y (2011) Optimizing e-tailer profits and customer savings: Pricing multistage customized online bundles. Marketing Sci. 30(4):737–752.Link, Google Scholar
• Kwoka J, Shumilkina E (2010) The price effect of eliminating potential competition: Evidence from an airline merger. J. Indust. Econom. 58(4):767–793.Crossref, Google Scholar
• Lederman M (2007) Do enhancements to loyalty programs affect demand? The impact of international frequent flyer partnerships on domestic airline demand. RAND J. Econom. 38(4):1134–1158.Crossref, Google Scholar
• Levin Y, McGill J, Nediak M (2009) Dynamic pricing in the presence of strategic consumers and oligopolistic competition. Management Sci. 55(1):32–46.Link, Google Scholar
• Li J, Granados N, Netessine S (2014) Are consumers strategic? Structural estimation from the air-travel industry. Management Sci. 60(9):2114–2137.Link, Google Scholar
• Liu Q, van Ryzin GJ (2008) Strategic capacity rationing to induce early purchases. Management Sci. 54(6):1115–1131.Link, Google Scholar
• Mandl M, Felfernig A, Teppan E, Schubert M (2011) Consumer decision making in knowledge-based recommendation. J. Intelligent Inform. Systems 37(1):1–22.Crossref, Google Scholar
• McAfee RP, te Velde V (2007) Dynamic pricing in the airline industry. Hendershott TJ, ed. Handbook of Economics and Information Systems, Vol. 1 (Elsevier, New York), 527–561.Google Scholar
• Nair H (2007) Intertemporal price discrimination with forward-looking consumers: Application to the US market for console video-games. Quant. Marketing Econom. 5(3):239–292.Crossref, Google Scholar
• Osadchiy N, Bendoly E (2010) Are consumers really strategic? Implications from an experimental study. Working paper, Emory University, Atlanta.Google Scholar
• Phillips RL (2005) Pricing and Revenue Optimization (Stanford University Press, Stanford, CA).Crossref, Google Scholar
• PR Newswire (2007) Farecast launches innovative new fare guard service. (January 22), http://www.prnewswire.com/news-releases/farecastlaunches-innovative-new-fare-guard-service-53660022.html.Google Scholar
• Rubin E, Mantin B (2012) Tabulated decision aids and airfare pricing. Electronic Commerce Res. Appl. 11(2):159–170.Crossref, Google Scholar
• Schonfeld E (2007) Click here for the upsell. CNNMoney.com (July 1), http://money.cnn.com/magazines/business2/business2_archive/2007/07/01/100117056/.Google Scholar
• Shen ZM, Su X (2007) Customer behavior modeling in revenue management and auctions: A review and new research opportunities. Production Oper. Management 16(6):713–728.Crossref, Google Scholar
• Shugan SM (2006) Editorial–Are consumers rational? Experimental evidence? Marketing Sci. 25(1):1–7.Link, Google Scholar
• Soysal GP, Krishnamurthi L (2012) Demand dynamics in the seasonal goods industry: An empirical analysis. Marketing Sci. 31(2):293–316.Link, Google Scholar
• Stokey NL (1979) Intertemporal price discrimination. Quart. J. Econom. 93(3):355–371.Crossref, Google Scholar
• Stokey NL (1981) Rational expectations and durable goods pricing. Bell J. Econom. 12(1):112–128.Crossref, Google Scholar
• Su X, Zhang F (2008) Strategic consumer behavior, commitment, and supply chain performance. Management Sci. 54(10):1759–1713.Link, Google Scholar
• Talluri KT, van Ryzin GJ (2004) The Theory and Practice of Revenue Management, Internat. Series Oper. Res. Management Sci., Vol. 68 (Springer Science+Business Media, New York).Crossref, Google Scholar
• Xie J, Shugan SM (2001) Electronic tickets, smart cards, and online prepayments: When and how to advance sell. Marketing Sci. 20(3):219–243.Link, Google Scholar