Making the Wait Worthwhile: Experiments on the Effect of Queueing on Consumption

References

• Akşin OZ, Gencer B, Gunes E, Pala O (2017) How observed queue length and service times drive queue behavior in the lab. Working paper, Koç University, Istanbul.Google Scholar
• Allon G, Kremer M (2018) Behavioral foundations of queueing systems. Donohue K, Katok E, Leider S, eds. Handbook of Behavioral Operation (John Wiley & Sons, Hoboken, NJ), 325–366.Crossref, Google Scholar
• Allon G, Federgruen A, Pierson M (2011) How much is a reduction of your customers’ wait worth? An empirical study of the fast-food drive-thru industry based on structural estimation methods. Manufacturing Service Oper. Management 13(4):489–507.Link, Google Scholar
• Arkes HR, Blumer C (1985) The psychology of sunk cost. Organ. Behav. Human Decision Processes 35(1):124–140.Crossref, Google Scholar
• Armony M, Roels G, Song H (2017) Pooling queues with discretionary service capacity. Working paper, New York University, New York.Google Scholar
• Baker J, Parasuraman A, Grewal D, Voss GB (2002) The influence of multiple store environment cues on perceived merchandise value and patronage intentions. J. Marketing 66(2):120–141.Crossref, Google Scholar
• Baumeister RF (2002) Yielding to temptation: Self-control failure, impulsive purchasing, and consumer behavior. J. Consumer Res. 28(4):670–676.Crossref, Google Scholar
• Baumeister RF, Sparks EA, Stillman TF, Vohs KD (2008) Free will in consumer behavior: Self‐control, ego depletion, and choice. J. Consumer Psych. 18(1):4–13.Crossref, Google Scholar
• Beatty SE, Ferrell ME (1998) Impulse buying: Modeling its precursors. J. Retailing 74(2):169–191.Crossref, Google Scholar
• Borges A, Herter MM, Chebat J-C (2015) “It was not that long!”: The effects of the in-store TV screen content and consumers emotions on consumer waiting perception. J. Retailing Consumer Service 22(January):96–106.Crossref, Google Scholar
• Brady MK, Cronin JJ Jr (2001) Customer orientation: Effects on customer service perceptions and outcome behaviors. J. Service Res. 3(3):241–251.Crossref, Google Scholar
• Brockner J (1992) The escalation of commitment to a failing course of action: Toward theoretical progress. Acad. Management Rev. 17(1):39–61.Crossref, Google Scholar
• Buell R (2017) Last place aversion in queues. HBS Working Paper 18-053, Harvard Business School, Boston.Google Scholar
• Buell RW, Norton MI (2011) The labor illusion: How operational transparency increases perceived value. Management Sci. 57(9):1564–1579.Link, Google Scholar
• Buell RW, Kim T, Tsay C-J (2017) Creating reciprocal value through operational transparency. Management Sci. 63(6):1673–1695.Link, Google Scholar
• Carmon Z, Kahneman D (1995) The experienced utility of queueing: Real-time affect and retrospective evaluations of simulated queues. Working paper, Duke University, Durham, NC.Google Scholar
• Chebat J-C, Filiatrault P (1993) The impact of waiting in line on consumers. Internat. J. Bank Marketing 11(2):35–40.Crossref, Google Scholar
• Chen L, Kök AG, Tong JD (2013) The effect of payment schemes on inventory decisions: The role of mental accounting. Management Sci. 59(2):436–451.Link, Google Scholar
• Conte A, Scarsini M, Sürücü O (2016) The impact of time limitation: insights from a queuing experiment. Judgment Decision Making 11(3):260–274.Google Scholar
• Dabholkar PA, Bagozzi RP (2002) An attitudinal model of technology-based self-service: moderating effects of consumer traits and situational factors. J. Acad. Marketing Sci. 30(3):184–201.Crossref, Google Scholar
• Debo LG, Parlour C, Rajan U (2012) Signaling quality via queues. Management Sci. 58(2):876–891.Link, Google Scholar
• Dholakia UM (2000) Temptation and resistance: An integrated model of consumption impulse formation and enactment. Psych. Marketing 17(11):955–982.Google Scholar
• Dong J, Feldman P, Yom-Tov GB (2015) Service systems with slowdowns: Potential failures and proposed solutions. Oper. Res. 63(2):305–324.Link, Google Scholar
• Festinger L (1957) A Theory of Cognitive Dissonance (Stanford University Press, Stanford, CA).Crossref, Google Scholar
• FSR Magazine (2013) Study released on average restaurant wait times. FSR Magazine (October 8), https://www.foodnewsfeed.com/new-concepts/study-released-average-restaurant-wait-times.Google Scholar
• Garland H, Newport S (1991) Effects of absolute and relative sunk costs on the decision to persist with a course of action. Organ. Behav. Human Decision Processes 48(1):55–69.Crossref, Google Scholar
• Giebelhausen MD, Robinson SG, Cronin JJ Jr (2011) Worth waiting for: Increasing satisfaction by making consumers wait. J. Acad. Marketing Sci. 39(6):889–905.Crossref, Google Scholar
• Gourville JT, Soman D (1998) Payment depreciation: The behavioral effects of temporally separating payments from consumption. J. Consumer Res. 25(2):160–174.Crossref, Google Scholar
• Grose J (2011) Foodie death sentence. Slate (October 26), https://slate.com/human-interest/2011/10/restaurant-wait-times-why-theyre-unreasonable.html.Google Scholar
• Han Y, Burke RR, Li S, Leykin A (2018) The dynamics of shopper engagement and purchase conversion at retail checkout. Working paper, Indiana University, Bloomington.Google Scholar
• Hassin R, Haviv M (2003) To Queue or Not to Queue: Equilibrium Behavior in Queueing Systems, vol. 59 (Springer Science & Business Media, New York).Crossref, Google Scholar
• Heath C (1995) Escalation and de-escalation of commitment in response to sunk-costs: The role of budgeting in mental accounting. Organ. Behav. Human Decision Processes 62(1):38–54.Crossref, Google Scholar
• Ho T-H, Png IPL, Reza S (2018) Sunk cost fallacy in driving the world’s costliest cars. Management Sci. 64(4):1761–1778.Link, Google Scholar
• Houston MB, Bettencourt LA, Wenger S (1998) The relationship between waiting in a service queue and evaluations of service quality: A field theory perspective. Psych. Marketing 15(8):735–753.Crossref, Google Scholar
• Huang T, Allon G, Bassamboo A (2013) Bounded rationality in service systems. Manufacturing Service Oper. Management 15(2):263–279.Link, Google Scholar
• Hui MK, Tse DK (1996) What to tell consumers in waits of different lengths: An integrative model of service evaluation. J. Marketing 60(2):81–90.Crossref, Google Scholar
• Hui MK, Dubé L, Chebat J-C (1997) The impact of music on consumers’ reactions to waiting for services. J. Retailing 73(1):87–104.Crossref, Google Scholar
• Just DR, Wansink B (2011) The flat-rate pricing paradox: Conflicting effects of “all-you-can-eat” buffet pricing. Rev. Econom. Statist. 93(1):193–200.Crossref, Google Scholar
• Katz KL, Larson BM, Larson RC (1991) Prescription for the waiting-in-line blues: Entertain, enlighten, and engage. MIT Sloan Management Rev. 32(2):44–53.Google Scholar
• Koo M, Fishbach A (2010) A silver lining of standing in line: Queuing increases value of products. J. Marketing Res. 47(4):713–724.Crossref, Google Scholar
• Kremer M, Debo L (2016) Inferring quality from wait time. Management Sci. 62(10):3023–3038.Link, Google Scholar
• Larson RC (1987) Perspectives on queues: Social justice and the psychology of queueing. Oper. Res. 35(6):895–905.Link, Google Scholar
• Leclerc F, Schmitt BH, Dubé L (1995) Waiting time and decision making: Is time like money? J. Consumer Res. 22(1):110–119.Crossref, Google Scholar
• Li X, Guo P, Lian Z (2016) Quality‐speed competition in customer‐intensive services with boundedly rational customers. Production Oper. Management 25(11):1885–1901.Crossref, Google Scholar
• Liang C-C (2016) Queueing management and improving customer experience: empirical evidence regarding enjoyable queues. J. Consumer Marketing 33(4):257–268.Crossref, Google Scholar
• Long X, Nasiry J, Wu Y (2016) A behavioral study on abandonment decisions in multi-stage projects. HKUST working paper, Hong Kong University of Science and Technology, Clear Water Bay, Kowloon.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.Link, Google Scholar
• Maggi MA (2004) A characterization of S-shaped utility functions displaying loss aversion. Working Paper 165, Università degli Studi di Pavia, Pavia, Italy.Google Scholar
• Maister DH (1984) The Psychology of Waiting Lines (Harvard Business Publishing, Boston).Google Scholar
• Mohan G, Sivakumaran B, Sharma P (2013) Impact of store environment on impulse buying behavior. Eur. J. Marketing 47(10):1711–1732.Crossref, Google Scholar
• Naor P (1969) The regulation of queue size by levying tolls. Econometrica 37(1):15–24.Crossref, Google Scholar
• Navarro AD, Fantino E (2009) The sunk‐time effect: An exploration. J. Behav. Decision Making 22(3):252–270.Crossref, Google Scholar
• Okada EM, Hoch SJ (2004) Spending time versus spending money. J. Consumer Res. 31(2):313–323.Crossref, Google Scholar
• Oxoby RJ, Bischak D (2005) Passing the time: Other-regarding behavior and the sunk cost of time. Department of Economics Discussion Paper 2005-03, University of Calgary, Calgary, AB, Canada.Google Scholar
• Parker AM, Fischhoff B (2005) Decision‐making competence: External validation through an individual‐differences approach. J. Behav. Decision Making 18(1):1–27.Crossref, Google Scholar
• Pazgal AI, Radas S (2008) Comparison of customer balking and reneging behavior to queueing theory predictions: An experimental study. Comput. Oper. Res. 35(8):2537–2548.Crossref, Google Scholar
• Plambeck E, Wang Q (2013) Implications of hyperbolic discounting for optimal pricing and scheduling of unpleasant services that generate future benefits. Management Sci. 59(8):1927–1946.Link, Google Scholar
• Raz O, Ert E (2008) “Size counts”: The effect of queue length on choice between similar restaurants. Lee AY, Soman D, eds. Advances in Consumer Research, vol. 35 (Association for Consumer Research, Duluth, MN), 803–804.Google Scholar
• Ren H, Huang T (2018) Modeling bounded rationality in operations management: A review and research opportunities. Comput. Oper. Res. 91(March):48–58.Crossref, Google Scholar
• Rook DW (1987) The buying impulse. J. Consumer Res. 14(2):189–199.Crossref, Google Scholar
• Rook DW, Fisher RJ (1995) Normative influences on impulsive buying behavior. J. Consumer Res. 22(3):305–313.Crossref, Google Scholar
• Saini R, Monga A (2008) How I decide depends on what I spend: Use of heuristics is greater for time than for money. J. Consumer Res. 34(6):914–922.Crossref, Google Scholar
• Shunko M, Niederhoff J, Rosokha Y (2018) Humans are not machines: The behavioral impact of queueing design on service time. Management Sci. 64(1):453–473.Link, Google Scholar
• Soman D (2001) The mental accounting of sunk time costs: Why time is not like money. J. Behav. Decision Making 14(3):169–185.Crossref, Google Scholar
• Soman D, Ahn H-K (2011) Mental accounting and individual welfare. Keren G, ed. Perspectives on Framing (Psychology Press, New York), 65–92.Google Scholar
• Song H, Tucker AL, Murrell KL (2015) The diseconomies of queue pooling: An empirical investigation of emergency department length of stay. Management Sci. 61(12):3032–3053.Link, Google Scholar
• Staw BM (1976) Knee-deep in the big muddy: A study of escalating commitment to a chosen course of action. Organ. Behav. Human Performance 16(1):27–44.Crossref, Google Scholar
• Stone A (2012) Why waiting in line is torture. New York Times (August 18), https://www.nytimes.com/2012/08/19/opinion/sunday/why-waiting-in-line-is-torture.html.Google Scholar
• Taylor S (1994) Waiting for service: the relationship between delays and evaluations of service. J. Marketing 58(2):56–69.Crossref, Google Scholar
• Thaler RH (1980) Toward a positive theory of consumer choice. J. Econom. Behav. Organ. 1(1):39–60.Crossref, Google Scholar
• Thaler RH (1985) Mental accounting and consumer choice. Marketing Sci. 4(3):199–214.Link, Google Scholar
• Thaler RH (1990) Anomalies: Saving, fungibility, and mental accounts. J. Econom. Perspect. 4(1):193–205.Crossref, Google Scholar
• Thaler RH (1999) Mental accounting matters. J. Behav. Decision Making 12(3):183–206.Crossref, Google Scholar
• Tong J, Feiler D (2017) A behavioral model of forecasting: Naive statistics on mental samples. Management Sci. 63(11):3609–3627.Link, Google Scholar
• Tversky A, Kahneman D (1991) Loss aversion in riskless choice: A reference-dependent model. Quart. J. Econom. 106(4):1039–1061.Crossref, Google Scholar
• Veeraraghavan S, Debo L (2009) Joining longer queues: Information externalities in queue choice. Manufacturing Service Oper. Management 11(4):543–562.Link, Google Scholar
• Vohs KD, Faber RJ (2007) Spent resources: Self-regulatory resource availability affects impulse buying. J. Consumer Res. 33(4):537–547.Crossref, Google Scholar
• Wang J, Zhou Y-P (2018) Impact of queue configuration on service time: Evidence from a supermarket. Management Sci. 64(7):3055–3075.Link, Google Scholar
• Webb EM, Yu Q, Bretthauer KM (2017) Linking delay announcements, abandonment, and staffing: A behavioral perspective. Working paper, Indiana University, Bloomington.Google Scholar
• Zhou R, Soman D (2003) Looking back: Exploring the psychology of queuing and the effect of the number of people behind. J. Consumer Res. 29(4):517–530.Crossref, Google Scholar