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Frustration-Based Promotions: Field Experiments in Ride-Sharing

Author

Listed:
  • Maxime C. Cohen

    (Desautels Faculty of Management, McGill University, Montreal QC H3A 1G5, Canada)

  • Michael D. Fiszer

    (Via Transportation Inc., New York, New York 10013)

  • Baek Jung Kim

    (Sauder School of Business, University of British Columbia, Vancouver, British Columbia V6T 1Z2, Canada)

Abstract

The service industry has become increasingly competitive. One of the main drivers for increasing profits and market share is service quality. When consumers encounter a bad experience, or a frustration , they may be tempted to stop using the service. In collaboration with the ride-sharing platform Via, our goal is to understand the benefits of proactively compensating customers who have experienced a frustration. Motivated by historical data, we consider two types of frustrations: long waiting times and long travel times. We design and run three field experiments to investigate how different types of compensation affect the engagement of riders who experienced a frustration. We find that sending proactive compensation to frustrated riders (i) is profitable and boosts their engagement behavior, (ii) works well for long waiting times but not for long travel times, (iii) seems more effective than sending the same offer to nonfrustrated riders, and (iv) has an impact moderated by past usage frequency. We also observe that the best strategy is to send credit for future usage (as opposed to waiving the charge or sending an apologetic message).

Suggested Citation

  • Maxime C. Cohen & Michael D. Fiszer & Baek Jung Kim, 2022. "Frustration-Based Promotions: Field Experiments in Ride-Sharing," Management Science, INFORMS, vol. 68(4), pages 2432-2464, April.
    • Handle: RePEc:inm:ormnsc:v:68:y:2022:i:4:p:2432-2464
    DOI: 10.1287/mnsc.2021.3991
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    References listed on IDEAS

    as
    1. Aku-Ville Lehtimäki & Kent B. Monroe & Outi Somervuori, 2019. "The influence of regular price level (low, medium, or high) and framing of discount (monetary or percentage) on perceived attractiveness of discount amount," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 18(1), pages 76-85, February.
    2. Abeler, Johannes & Calaki, Juljana & Andree, Kai & Basek, Christoph, 2010. "The power of apology," Economics Letters, Elsevier, vol. 107(2), pages 233-235, May.
      • Johannes Abeler & Juljana Calaki & Kai Andree & Christoph Basek, 2009. "The Power of Apology," Discussion Papers 2009-12, The Centre for Decision Research and Experimental Economics, School of Economics, University of Nottingham.
    3. Schweitzer, Maurice E. & Hershey, John C. & Bradlow, Eric T., 2006. "Promises and lies: Restoring violated trust," Organizational Behavior and Human Decision Processes, Elsevier, vol. 101(1), pages 1-19, September.
    4. Santiago Gallino & Antonio Moreno, 2018. "The Value of Fit Information in Online Retail: Evidence from a Randomized Field Experiment," Manufacturing & Service Operations Management, INFORMS, vol. 20(4), pages 767-787, October.
    5. Andreyeva, T. & Long, M.W. & Brownell, K.D., 2010. "The impact of food prices on consumption: A systematic review of research on the price elasticity of demand for food," American Journal of Public Health, American Public Health Association, vol. 100(2), pages 216-222.
    6. Grewal, Dhruv & Roggeveen, Anne L. & Tsiros, Michael, 2008. "The Effect of Compensation on Repurchase Intentions in Service Recovery," Journal of Retailing, Elsevier, vol. 84(4), pages 424-434.
    7. Marshall Fisher & Santiago Gallino & Jun Li, 2018. "Competition-Based Dynamic Pricing in Online Retailing: A Methodology Validated with Field Experiments," Management Science, INFORMS, vol. 64(6), pages 2496-2514, June.
    8. Grewal, Dhruv & Levy, Michael, 2009. "Emerging Issues in Retailing Research," Journal of Retailing, Elsevier, vol. 85(4), pages 522-526.
    9. Imke Reimers & Claire (Chunying) Xie, 2019. "Do Coupons Expand or Cannibalize Revenue? Evidence from an e-Market," Management Science, INFORMS, vol. 65(1), pages 286-300, January.
    10. Shannon W. Anderson & L. Scott Baggett & Sally K. Widener, 2009. "The Impact of Service Operations Failures on Customer Satisfaction: Evidence on How Failures and Their Source Affect What Matters to Customers," Manufacturing & Service Operations Management, INFORMS, vol. 11(1), pages 52-69, November.
    11. Wu, Meng & Teunter, Ruud H. & Zhu, Stuart X., 2019. "Online marketing: When to offer a refund for advanced sales," International Journal of Research in Marketing, Elsevier, vol. 36(3), pages 471-491.
    12. Aviv Nevo & Catherine Wolfram, 2002. "Why Do Manufacturers Issue Coupons? An Empirical Analysis of Breakfast Cereals," RAND Journal of Economics, The RAND Corporation, vol. 33(2), pages 319-339, Summer.
    13. Juan Camilo Serpa & Harish Krishnan, 2018. "The Impact of Supply Chains on Firm-Level Productivity," Management Science, INFORMS, vol. 64(2), pages 511-532, February.
    14. Basil Halperin & Benjamin Ho & John A List & Ian Muir, 2022. "Toward An Understanding of the Economics of Apologies: Evidence from a Large-Scale Natural Field Experiment," The Economic Journal, Royal Economic Society, vol. 132(641), pages 273-298.
    15. Benjamin Ho, 2012. "Apologies as Signals: With Evidence from a Trust Game," Management Science, INFORMS, vol. 58(1), pages 141-158, January.
    16. Jasjit Singh & Nina Teng & Serguei Netessine, 2019. "Philanthropic Campaigns and Customer Behavior: Field Experiments on an Online Taxi Booking Platform," Management Science, INFORMS, vol. 65(2), pages 913-932, February.
    17. Winer, Russell S, 1986. "A Reference Price Model of Brand Choice for Frequently Purchased Products," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 13(2), pages 250-256, September.
    18. Peter Cohen & Robert Hahn & Jonathan Hall & Steven Levitt & Robert Metcalfe, 2016. "Using Big Data to Estimate Consumer Surplus: The Case of Uber," NBER Working Papers 22627, National Bureau of Economic Research, Inc.
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