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How to Avoid Black Markets for Appointments with Online Booking Systems

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  • Rustamdjan Hakimov
  • Heller, C.-Philipp
  • Kübler, Dorothea
  • Kurino, Morimitsu

Abstract

Allocating appointment slots is presented as a new application for market design. Online booking systems are commonly used by public authorities to allocate appointments for visa interviews, driver's licenses, passport renewals, etc. We document that black markets for appointments have developed in many parts of the world. Scalpers book the appointments that are offered for free and sell the slots to appointment seekers. We model the existing first-come-first-served booking system and propose an alternative batch system. The batch system collects applications for slots over a certain time period and then randomly allocates slots to applicants. The theory predicts and lab experiments confirm that scalpers profitably book and sell slots under the current system with sufficiently high demand, but that they are not active in the proposed batch system. We discuss practical issues for the implementation of the batch system and its applicability to other markets with scalping.

Suggested Citation

  • Rustamdjan Hakimov & Heller, C.-Philipp & Kübler, Dorothea & Kurino, Morimitsu, 2021. "How to Avoid Black Markets for Appointments with Online Booking Systems," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 111(7), pages 2127-2151.
  • Handle: RePEc:zbw:espost:235248
    DOI: 10.1257/aer.20191204
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    as
    1. Pascal Courty, 2019. "Ticket resale, bots, and the fair price ticketing curse," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 43(3), pages 345-363, September.
    2. John H. Kagel & Alvin E. Roth, 2016. "The Handbook of Experimental Economics, Volume 2," Economics Books, Princeton University Press, edition 1, volume 2, number 10874.
    3. R Malaga & D Porter & K Ord & B Montano, 2010. "A new end-of-auction model for curbing sniping," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 61(8), pages 1265-1272, August.
    4. Ben Greiner, 2015. "Subject pool recruitment procedures: organizing experiments with ORSEE," Journal of the Economic Science Association, Springer;Economic Science Association, vol. 1(1), pages 114-125, July.
    5. Roth, Alvin E & Xing, Xiaolin, 1997. "Turnaround Time and Bottlenecks in Market Clearing: Decentralized Matching in the Market for Clinical Psychologists," Journal of Political Economy, University of Chicago Press, vol. 105(2), pages 284-329, April.
    6. Ockenfels, Axel & Roth, Alvin E., 2006. "Late and multiple bidding in second price Internet auctions: Theory and evidence concerning different rules for ending an auction," Games and Economic Behavior, Elsevier, vol. 55(2), pages 297-320, May.
    7. Hugh-Jones, David & Kurino, Morimitsu & Vanberg, Christoph, 2014. "An experimental study on the incentives of the probabilistic serial mechanism," Games and Economic Behavior, Elsevier, vol. 87(C), pages 367-380.
    8. Urs Fischbacher, 2007. "z-Tree: Zurich toolbox for ready-made economic experiments," Experimental Economics, Springer;Economic Science Association, vol. 10(2), pages 171-178, June.
    9. Phillip Leslie & Alan Sorensen, 2014. "Resale and Rent-Seeking: An Application to Ticket Markets," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 81(1), pages 266-300.
    10. Dan Ariely & Axel Ockenfels & Alvin E. Roth, 2005. "An Experimental Analysis of Ending Rules in Internet Auctions," RAND Journal of Economics, The RAND Corporation, vol. 36(4), pages 890-907, Winter.
    11. Pablo Guillen & Onur Kesten, 2012. "Matching Markets With Mixed Ownership: The Case For A Real‐Life Assignment Mechanism," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 53(3), pages 1027-1046, August.
    12. Rustamdjan Hakimov & C.-Philipp Heller & Dorothea Kübler & Morimitsu Kurino, 2021. "How to Avoid Black Markets for Appointments with Online Booking Systems," American Economic Review, American Economic Association, vol. 111(7), pages 2127-2151, July.
    13. Chakravarty, Surajeet & Kaplan, Todd R., 2013. "Optimal allocation without transfer payments," Games and Economic Behavior, Elsevier, vol. 77(1), pages 1-20.
    14. Hylland, Aanund & Zeckhauser, Richard, 1979. "The Efficient Allocation of Individuals to Positions," Journal of Political Economy, University of Chicago Press, vol. 87(2), pages 293-314, April.
    15. John H. Kagel & Alvin E. Roth, 2000. "The Dynamics of Reorganization in Matching Markets: A Laboratory Experiment Motivated by a Natural Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(1), pages 201-235.
    16. Yangguang Huang & Quan Wen, 2019. "Auction–Lottery Hybrid Mechanisms: Structural Model And Empirical Analysis," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 60(1), pages 355-385, February.
    17. Atila Abdulkadiroglu & Tayfun Sonmez, 1998. "Random Serial Dictatorship and the Core from Random Endowments in House Allocation Problems," Econometrica, Econometric Society, vol. 66(3), pages 689-702, May.
    18. Aditya Bhave & Eric Budish, 2017. "Primary-Market Auctions for Event Tickets: Eliminating the Rents of 'Bob the Broker'?," NBER Working Papers 23770, National Bureau of Economic Research, Inc.
    19. Hakimov, Rustamdjan & Kübler, Dorothea, 2019. "Experiments On Matching Markets: A Survey," Rationality and Competition Discussion Paper Series 153, CRC TRR 190 Rationality and Competition.
    20. Alvin E. Roth & Axel Ockenfels, 2002. "Last-Minute Bidding and the Rules for Ending Second-Price Auctions: Evidence from eBay and Amazon Auctions on the Internet," American Economic Review, American Economic Association, vol. 92(4), pages 1093-1103, September.
    21. Bogomolnaia, Anna & Moulin, Herve, 2001. "A New Solution to the Random Assignment Problem," Journal of Economic Theory, Elsevier, vol. 100(2), pages 295-328, October.
    22. Eric Budish & Peter Cramton & John Shim, 2015. "Editor's Choice The High-Frequency Trading Arms Race: Frequent Batch Auctions as a Market Design Response," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 130(4), pages 1547-1621.
    23. Mikhail Drugov & John Hamman & Danila Serra, 2014. "Intermediaries in corruption: an experiment," Experimental Economics, Springer;Economic Science Association, vol. 17(1), pages 78-99, March.
    24. Cason, Timothy N, 2000. "The Opportunity for Conspiracy in Asset Markets Organized with Dealer Intermediaries," The Review of Financial Studies, Society for Financial Studies, vol. 13(2), pages 385-416.
    25. Abdullah Yavas & Thomas J. Miceli & C.F. Sirmans, 2001. "An Experimental Analysis of the Impact of Intermediaries on the Outcome of Bargaining Games," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 29(2), pages 251-276.
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    Cited by:

    1. Kübler, Dorothea, 2021. "Marktdesign und die Verteilung von Impfstoff," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 101(8), pages 597-600.
    2. Derksen, Laura & Kerwin, Jason & Reynoso, Natalia Ordaz & Sterck, Olivier, 2024. "Healthcare Appointments as Commitment Devices," IZA Discussion Papers 17070, Institute of Labor Economics (IZA).
    3. Rustamdjan Hakimov & C.-Philipp Heller & Dorothea Kübler & Morimitsu Kurino, 2021. "How to Avoid Black Markets for Appointments with Online Booking Systems," American Economic Review, American Economic Association, vol. 111(7), pages 2127-2151, July.
    4. Lingbo Huang & Tracy Xiao Liu & Jun Zhang, 2023. "Born to wait? A study on allocation rules in booking systems," Discussion Papers 2023-04, The Centre for Decision Research and Experimental Economics, School of Economics, University of Nottingham.
    5. Derksen, Laura & Kerwin, Jason Theodore & Reynoso, Natalia Ordaz & Sterck, Olivier, 2021. "Appointments: A More Effective Commitment Device for Health Behaviors," SocArXiv y8gh7, Center for Open Science.
    6. Atayev, Atabek & Caspari, Gian & Hillenbrand, Adrian & Klein, Thilo, 2023. "Tapping into people's impatience for better environmental subsidies," ZEW policy briefs 04/2023, ZEW - Leibniz Centre for European Economic Research.
    7. Nikhil Agarwal & Eric Budish, 2021. "Market Design," NBER Working Papers 29367, National Bureau of Economic Research, Inc.
    8. Hakimov, Rustamdjan & Kübler, Dorothea, 2021. "Experiments on centralized school choice and college admissions: a survey," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 24(2), pages 434-488.
    9. Eric Budish & Judd B. Kessler, 2022. "Can Market Participants Report Their Preferences Accurately (Enough)?," Management Science, INFORMS, vol. 68(2), pages 1107-1130, February.

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    JEL classification:

    • C92 - Mathematical and Quantitative Methods - - Design of Experiments - - - Laboratory, Group Behavior
    • D47 - Microeconomics - - Market Structure, Pricing, and Design - - - Market Design

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