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Testing Theories of Scarcity Pricing in the Airline Industry

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  • Steven L. Puller
  • Anirban Sengupta
  • Steven N. Wiggins

Abstract

This paper investigates why passengers pay substantially different fares for travel on the same airline between the same two airports. We investigate questions that are fundamentally different from those in the existing literature on airline price dispersion. We use a unique new dataset to test between two broad classes of theories regarding airline pricing. The first group of theories, as advanced by Dana (1999b) and Gale and Holmes (1993), postulates that airlines practice scarcity based pricing and predicts that variation in ticket prices is driven by differences between high demand and low demand periods. The second group of theories is that airlines practice price discrimination by using ticketing restrictions to segment customers by willingness to pay. We use a unique dataset, a census of ticket transactions from one of the major computer reservation systems, to study the relationships between fares, ticket characteristics, and flight load factors. The central advantage of our dataset is that it contains variables not previously available that permit a test of these theories. We find only mixed support for the scarcity pricing theories. Flights during high demand periods have slightly higher fares but exhibit no more fare dispersion than flights where demand is low. Moreover, the fraction of discounted advance purchase seats is only slightly higher on off-peak flights. However, ticket characteristics that are associated with second-degree price discrimination drive much of the variation in ticket pricing.

Suggested Citation

  • Steven L. Puller & Anirban Sengupta & Steven N. Wiggins, 2009. "Testing Theories of Scarcity Pricing in the Airline Industry," NBER Working Papers 15555, National Bureau of Economic Research, Inc.
    • Handle: RePEc:nbr:nberwo:15555
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    1. Joanna Stavins, 2001. "Price Discrimination in the Airline Market: The Effect of Market Concentration," The Review of Economics and Statistics, MIT Press, vol. 83(1), pages 200-202, February.
    2. James D. Dana Jr. & Eugene Orlov Jr., 2014. "Internet Penetration and Capacity Utilization in the US Airline Industry," American Economic Journal: Microeconomics, American Economic Association, vol. 6(4), pages 106-137, November.
    3. Forbes, Silke J., 2008. "The effect of air traffic delays on airline prices," International Journal of Industrial Organization, Elsevier, vol. 26(5), pages 1218-1232, September.
    4. Diego Escobari & Li Gan, 2007. "Price Dispersion under Costly Capacity and Demand Uncertainty," NBER Working Papers 13075, National Bureau of Economic Research, Inc.
    5. Eden, Benjamin, 1990. "Marginal Cost Pricing When Spot Markets Are Complete," Journal of Political Economy, University of Chicago Press, vol. 98(6), pages 1293-1306, December.
    6. Austan Goolsbee & Chad Syverson, 2008. "How Do Incumbents Respond to the Threat of Entry? Evidence from the Major Airlines," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(4), pages 1611-1633.
    7. Steven Berry & Panle Jia, 2010. "Tracing the Woes: An Empirical Analysis of the Airline Industry," American Economic Journal: Microeconomics, American Economic Association, vol. 2(3), pages 1-43, August.
    8. Ciliberto, Federico & Schenone, Carola, 2012. "Bankruptcy and product-market competition: Evidence from the airline industry," International Journal of Industrial Organization, Elsevier, vol. 30(6), pages 564-577.
    9. Escobari, Diego, 2009. "Systematic peak-load pricing, congestion premia and demand diverting: Empirical evidence," Economics Letters, Elsevier, vol. 103(1), pages 59-61, April.
    10. Meghan Busse, 2002. "Firm Financial Condition and Airline Price Wars," RAND Journal of Economics, The RAND Corporation, vol. 33(2), pages 298-318, Summer.
    11. Meghan R. Busse, 2002. "Firm Financial Condition and Airline Price Wars," Yale School of Management Working Papers ysm281, Yale School of Management.
    12. Gale, Ian L & Holmes, Thomas J, 1993. "Advance-Purchase Discounts and Monopoly Allocation of Capacity," American Economic Review, American Economic Association, vol. 83(1), pages 135-146, March.
    13. Gale, Ian L. & Holmes, Thomas J., 1992. "The efficiency of advance-purchase discounts in the presence of aggregate demand uncertainty," International Journal of Industrial Organization, Elsevier, vol. 10(3), pages 413-437, September.
    14. James D. Dana Jr., 1999. "Using Yield Management to Shift Demand When the Peak Time is Unknown," RAND Journal of Economics, The RAND Corporation, vol. 30(3), pages 456-474, Autumn.
    15. Borenstein, Severin & Rose, Nancy L, 1995. "Bankruptcy and Pricing Behavior in U.S. Airline Markets," American Economic Review, American Economic Association, vol. 85(2), pages 397-402, May.
    16. Stahl, Dale O, II, 1989. "Oligopolistic Pricing with Sequential Consumer Search," American Economic Review, American Economic Association, vol. 79(4), pages 700-712, September.
    17. Severin Borenstein & Nancy L. Rose, 2007. "How Airline Markets Work...Or Do They? Regulatory Reform in the Airline Industry," NBER Working Papers 13452, National Bureau of Economic Research, Inc.
    18. Severin Borenstein, 1989. "Hubs and High Fares: Dominance and Market Power in the U.S. Airline Industry," RAND Journal of Economics, The RAND Corporation, vol. 20(3), pages 344-365, Autumn.
    19. Borenstein, Severin & Rose, Nancy L, 1994. "Competition and Price Dispersion in the U.S. Airline Industry," Journal of Political Economy, University of Chicago Press, vol. 102(4), pages 653-683, August.
    20. James D. Dana Jr., 1998. "Advance-Purchase Discounts and Price Discrimination in Competitive Markets," Journal of Political Economy, University of Chicago Press, vol. 106(2), pages 395-422, April.
    21. Rosenthal, Robert W, 1980. "A Model in Which an Increase in the Number of Sellers Leads to a Higher Price," Econometrica, Econometric Society, vol. 48(6), pages 1575-1579, September.
    22. Prescott, Edward C, 1975. "Efficiency of the Natural Rate," Journal of Political Economy, University of Chicago Press, vol. 83(6), pages 1229-1236, December.
    23. Kristopher S. Gerardi & Adam Hale Shapiro, 2009. "Does Competition Reduce Price Dispersion? New Evidence from the Airline Industry," Journal of Political Economy, University of Chicago Press, vol. 117(1), pages 1-37, February.
    24. Anirban Sengupta & Steven Wiggins, 2006. "Airline Pricing, Price Dispersion and Ticket Characteristics On and Off the Internet," Working Papers 06-07, NET Institute, revised Oct 2006.
    25. James D. Dana Jr., 1999. "Equilibrium Price Dispersion Under Demand Uncertainty: The Roles of Costly Capacity and Market Structure," RAND Journal of Economics, The RAND Corporation, vol. 30(4), pages 632-660, Winter.
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    Cited by:

    1. Alderighi, Marco & Cento, Alessandro & Piga, Claudio A., 2011. "A case study of pricing strategies in European airline markets: The London – Amsterdam route," Journal of Air Transport Management, Elsevier, vol. 17(6), pages 369-373.
    2. Nicolas De Roos & Gordon Mills & Stephen Whelan, 2010. "Pricing Dynamics in the Australian Airline Market," The Economic Record, The Economic Society of Australia, vol. 86(275), pages 545-562, December.
    3. Sengupta Anirban & Wiggins Steven N., 2012. "Comparing Price Dispersion on and off the Internet Using Airline Transaction Data," Review of Network Economics, De Gruyter, vol. 11(1), pages 1-38, March.
    4. Clark, Robert & Vincent, Nicolas, 2012. "Capacity-contingent pricing and competition in the airline industry," Journal of Air Transport Management, Elsevier, vol. 24(C), pages 7-11.
    5. Daniel Garcia & Maarten C. W. Janssen & Radostina Shopova, 2023. "Dynamic Pricing with Uncertain Capacities," Management Science, INFORMS, vol. 69(9), pages 5275-5297, September.
    6. Marco Alderighi & Marcella Nicolini & Claudio A. Piga, 2012. "Combined Effects of Load Factors and Booking Time on Fares: Insights from the Yield Management of a Low-Cost Airline," Quaderni di Dipartimento 171, University of Pavia, Department of Economics and Quantitative Methods.
    7. Seongman Moon & Makoto Watanabe, 2011. "Refundability and Price: Empirical Analysis on the Airline Industry," Working Papers 1107, Nam Duck-Woo Economic Research Institute, Sogang University (Former Research Institute for Market Economy).
    8. Bilotkach, Volodymyr & Gaggero, Alberto A. & Piga, Claudio A., 2015. "Airline pricing under different market conditions: Evidence from European Low-Cost Carriers," Tourism Management, Elsevier, vol. 47(C), pages 152-163.
    9. Ambarish Chandra, 2020. "Price Discrimination along Multiple Dimensions: New Evidence from a Regional Airline," Working Papers tecipa-676, University of Toronto, Department of Economics.
    10. Hyman, Max J. & Savage, Ian, 2022. "The effect of vertical product differentiation on fare and market share: Evidence from Delta Air Lines’ middle seat policy," Economics of Transportation, Elsevier, vol. 31(C).
    11. Marco Cornia & Kristopher S. Gerardi & Adam Hale Shapiro, 2010. "Consumer Heterogeneity and Markups over the Business Cycle: Evidence from the Airline Industry," BEA Working Papers 0056, Bureau of Economic Analysis.
    12. Hazledine, Tim, 2011. "Legacy carriers fight back: Pricing and product differentiation in modern airline marketing," Journal of Air Transport Management, Elsevier, vol. 17(2), pages 130-135.
    13. Bilotkach, Volodymyr & Gorodnichenko, Yuriy & Talavera, Oleksandr, 2012. "Sensitivity of prices to demand shocks: A natural experiment in the San Francisco Bay Area," Transportation Research Part A: Policy and Practice, Elsevier, vol. 46(7), pages 1137-1151.
    14. Puller, Steven L. & Taylor, Lisa M., 2012. "Price discrimination by day-of-week of purchase: Evidence from the U.S. airline industry," Journal of Economic Behavior & Organization, Elsevier, vol. 84(3), pages 801-812.
    15. Marco Cornia & Kristopher S. Gerardi & Adam Hale Shapiro, 2012. "Price Dispersion Over the Business Cycle: Evidence from the Airline Industry," Journal of Industrial Economics, Wiley Blackwell, vol. 60(3), pages 347-373, September.
    16. L. Moreno-Izquierdo & A.B. Ramón-Rodríguez & J.F. Perles-Ribes, 2016. "Pricing Strategies of the European Low-Cost Carriers Explained Using Porter's Five Forces Model," Tourism Economics, , vol. 22(2), pages 293-310, April.
    17. Alderighi, Marco & Gaggero, Alberto A. & Piga, Claudio A., 2022. "Hidden prices with fixed inventory: Evidence from the airline industry," Transportation Research Part B: Methodological, Elsevier, vol. 157(C), pages 42-61.
    18. Andrew Sweeting, 2008. "Equilibrium Price Dynamics in Perishable Goods Markets: The Case of Secondary Markets for Major League Baseball Tickets," NBER Working Papers 14505, National Bureau of Economic Research, Inc.
    19. Chengyan Gu, 2023. "Market segmentation and dynamic price discrimination in the U.S. airline industry," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 22(5), pages 338-361, October.
    20. Matthew S. Lewis, 2020. "On the Absence of Directional Price Discrimination in the U.S. Airline Industry," Journal of Industrial Economics, Wiley Blackwell, vol. 68(3), pages 556-581, September.

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    More about this item

    JEL classification:

    • L1 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance
    • L93 - Industrial Organization - - Industry Studies: Transportation and Utilities - - - Air Transportation

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