The Long-term and Spillover Effects of Price Promotions on Retailing Platforms: Evidence from a Large Randomized Experiment on Alibaba

Published Online:https://doi.org/10.1287/mnsc.2019.3316

References

  • Ailawadi KL, Neslin SA (1998) The effect of promotion on consumption: Buying more and consuming it faster. J. Marketing Res. 35(3):390–398.CrossrefGoogle Scholar
  • Allon G, and Zhang DJ (2017) Managing service systems in the presence of social networks. Working paper, University of Pennsylvania, Philadephia.Google Scholar
  • Anderson ET, Simester DI (2004) Long-run effects of promotion depth on new versus established customers: Three field studies. Marketing Sci. 23(1):4–20.LinkGoogle Scholar
  • Angrist JD, Pischke J-S (2008) Mostly Harmless Econometrics: An Empiricist’s Companion (Princeton University Press, Princeton, NJ).CrossrefGoogle Scholar
  • Bai J, So KC, Tang CS, Chen X, Wang H (2019) Coordinating supply and demand on an on-demand service platform with impatient customers. Manufacturing Service Oper. Management. Forthcoming.LinkGoogle Scholar
  • Broder J (2011) Online algorithms for revenue management. PhD thesis, Cornell University, Ithaca, NY.Google Scholar
  • Buell RW, Campbell D, Frei FX (2016) How do customers respond to increased service quality competition? Manufacturing Service Oper. Management 18(4):585–607.LinkGoogle Scholar
  • Burdett K, Judd KL (1983) Equilibrium price dispersion. Econometrica J. Econom. Soc. 51(4):955–969.CrossrefGoogle Scholar
  • Cachon GP, Feldman P (2015) Price commitments with strategic consumers: Why it can be optimal to discount more frequently than optimal. Manufacturing Service Oper. Management 17(3):399–410.LinkGoogle Scholar
  • Cheung WC, Simchi-Levi D, Wang H (2017) Dynamic pricing and demand learning with limited price experimentation. Oper. Res. 65(6):1722–1731.LinkGoogle Scholar
  • Cohen MC, Zachary Leung N-H, Panchamgam K, Perakis G, Smith A (2017) The impact of linear optimization on promotion planning. Oper. Res. 65(2):446–468.LinkGoogle Scholar
  • Cui R, Li J, Zhang DJ (2019) Discrimination with incomplete information in the sharing economy: Field evidence from Airbnb. Management Sci. Forthcoming.LinkGoogle Scholar
  • Feldman J, Zhang D, Liu X, Zhang N (2018) Taking assortment optimization from theory to practice: Evidence from large field experiments on Alibaba. Working paper, Washington University in St. Louis, St. Louis.Google Scholar
  • Ferreira KJ, Alex Lee BH, Simchi-Levi D (2015) Analytics for an online retailer: Demand forecasting and price optimization. Manufacturing Service Oper. Management 18(1):69–88.LinkGoogle Scholar
  • Fisher M, Gallino S, Li J (2017) Competition-based dynamic pricing in online retailing: A methodology validated with field experiments. Management Sci. 64(6):2496–2514.LinkGoogle Scholar
  • Gaur V, Fisher ML (2005) In-store experiments to determine the impact of price on sales. Production Oper. Management 14(4):377–387.CrossrefGoogle Scholar
  • Heilman CM, Nakamoto K, Rao AG (2002) Pleasant surprises: Consumer response to unexpected in-store coupons. J. Marketing Res. 39(2):242–252.CrossrefGoogle Scholar
  • Jedidi K, Mela CF, Gupta S (1999) Managing advertising and promotion for long-run profitability. Marketing Sci. 18(1):1–22.LinkGoogle Scholar
  • Johnson EJ, Russo JE (1984) Product familiarity and learning new information. J. Consumer Res. 11(1):542–550.CrossrefGoogle Scholar
  • Kabra A, Belavina E, Girotra K (2019) Bike-share systems: Accessibility and availability. Working paper, University of Maryland, College Park.Google Scholar
  • Kahneman D, Tversky A (1979) Prospect theory: An analysis of decision under risk. Econometrica J. Econom. Soc. 47(2):263–291.CrossrefGoogle Scholar
  • Kalwani MU, Yim CK (1992) Consumer price and promotion expectations: An experimental study. J. Marketing Res. 29(1):90–100.CrossrefGoogle Scholar
  • Kőszegi B, Rabin M (2006) A model of reference-dependent preferences. Quart. J. Econom. 121(4):1133–1165.CrossrefGoogle Scholar
  • Lattin JM, Bucklin RE (1989) Reference effects of price and promotion on brand choice behavior. J. Marketing Res. 26(3):299–310.CrossrefGoogle Scholar
  • Li J, Granados N, Netessine S (2014) Are consumers strategic? Structural estimation from the air-travel industry. Management Sci. 60(9):2114–2137.LinkGoogle Scholar
  • Li J, Moreno A, Zhang DJ (2016) Pros vs joes: Agent pricing behavior in the sharing economy. Working paper, University of Michigan, Ann Arbor.Google Scholar
  • Lu Y, Musalem A, Olivares M, Schilkrut A (2013) Measuring the effect of queues on customer purchases. Management Sci. 59(8):1743–1763.LinkGoogle Scholar
  • Luo X, Andrews M, Fang Z, Phang CW (2014) Mobile targeting. Management Sci. 60(7):1738–1756.LinkGoogle Scholar
  • Mela CF, Gupta S, Lehmann DR (1997) The long-term impact of promotion and advertising on consumer brand choice. J. Marketing Res. 34(2):248–261.CrossrefGoogle Scholar
  • Mela CF, Jedidi K, Bowman D (1998) The long-term impact of promotions on consumer stockpiling behavior. J. Marketing Res. 35(2):250–262.CrossrefGoogle Scholar
  • Moon K, Bimpikis K, Mendelson H (2017) Randomized markdowns and online monitoring. Management Sci. 64(3):1271–1290.LinkGoogle Scholar
  • Nasiry J, Popescu I (2011) Dynamic pricing with loss-averse consumers and peak-end anchoring. Oper. Res. 59(6):1361–1368.LinkGoogle Scholar
  • Nevo A (2001) Measuring market power in the ready-to-eat cereal industry. Econometrica 69(2):307–342.CrossrefGoogle Scholar
  • Nijs VR, Dekimpe MG, Steenkamps J-BEM, Hanssens DM (2001) The category-demand effects of price promotions. Marketing Sci. 20(1):1–22.LinkGoogle Scholar
  • Özer Ö, Ozer O, Phillips R (2012) The Oxford Handbook of Pricing Management (Oxford University Press, Oxford, UK).CrossrefGoogle Scholar
  • Parker C, Ramdas K, Savva N (2016) Is it enough? Evidence from a natural experiment in India’s agriculture markets. Management Sci. 62(9):2481–2503.LinkGoogle Scholar
  • Pauwels K, Hanssens DM, Siddarth S (2002) The long-term effects of price promotions on category incidence, brand choice, and purchase quantity. J. Marketing Res. 39(4):421–439.CrossrefGoogle Scholar
  • Popescu I, Wu Y (2007) Dynamic pricing strategies with reference effects. Oper. Res. 55(3):413–429.LinkGoogle Scholar
  • Su X, Zhang F 2008. Strategic customer behavior, commitment, and supply chain performance. Management Sci. 54(10):1759–1773.LinkGoogle Scholar
  • Su X, Zhang F (2009) On the value of commitment and availability guarantees when selling to strategic consumers. Management Sci. 55(5):713–726.LinkGoogle Scholar
  • Taylor TA (2018) On-demand service platforms. Manufacturing Service Oper. Management 20(4):704–720.LinkGoogle Scholar
  • Thaler R (1985) Mental accounting and consumer choice. Marketing Sci. 4(3):199–214.LinkGoogle Scholar
  • Xu JJ, Fader P, Veeraraghavan SK (2018) The revenue impact of dynamic pricing policies in major league baseball ticket sales. Working paper, Carnegie Mellon University, Pittsburgh.Google Scholar
  • Zhang DJ, Allon G, Van Mieghem JA (2017) Does social interaction improve learning outcomes? Evidence from field experiments on massive open online courses. Manufacturing Service Oper. Management 19(3):347–367.LinkGoogle Scholar
  • Zhang DJ, Dai H, Dong L, Wu Q, Guo L, Liu X (2019) The value of pop-up stores in driving online engagement in platform retailing: Evidence from a large-scale field experiment with Alibaba. Working paper, Washington University in St. Louis, St. Louis.Google Scholar
  • Zhang DJ, Dai H, Dong L, Qi F, Zhang N, Liu X, Liu Z, Yang J (2018) How do price promotions affect customer behavior on retailing platforms? Evidence from a large randomized experiment on Alibaba. Production Oper. Management 27(12):2343–2345.CrossrefGoogle Scholar
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