IDEAS home Printed from https://ideas.repec.org/p/zbw/wzbmbh/spii2019210.html
   My bibliography  Save this paper

How to avoid black markets for appointments with online booking systems

Author

Listed:
  • Hakimov, Rustamdjan
  • Heller, Christian-Philipp
  • Kübler, Dorothea
  • Kurino, Morimitsu

Abstract

Allocating appointment slots is presented as a new application for market design. We consider online booking systems that are commonly used by public authorities to allocate appointments for driver's licenses, visa interviews, 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 system. The alternative system collects applications for slots for a certain time period and then randomly allocates slots to applicants. We investigate the two systems under conditions of low and high demand for slots. The theory predicts and lab experiments confirm that scalpers profitably book and sell slots under the current system with high demand, but that they are not active in the proposed new system under both demand conditions.

Suggested Citation

  • Hakimov, Rustamdjan & Heller, Christian-Philipp & Kübler, Dorothea & Kurino, Morimitsu, 2019. "How to avoid black markets for appointments with online booking systems," Discussion Papers, Research Unit: Market Behavior SP II 2019-210, WZB Berlin Social Science Center.
  • Handle: RePEc:zbw:wzbmbh:spii2019210
    as

    Download full text from publisher

    File URL: https://www.econstor.eu/bitstream/10419/204569/1/1678199613.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    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. 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.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. Hakimov, Rustamdjan & Kübler, Dorothea, 2019. "Experiments On Matching Markets: A Survey," Rationality and Competition Discussion Paper Series 153, CRC TRR 190 Rationality and Competition.
    9. 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.
    10. 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.
    11. 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.
    12. Chakravarty, Surajeet & Kaplan, Todd R., 2013. "Optimal allocation without transfer payments," Games and Economic Behavior, Elsevier, vol. 77(1), pages 1-20.
    13. 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, Oxford University Press, vol. 130(4), pages 1547-1621.
    14. 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.
    15. 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.
    16. 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.
    17. Phillip Leslie & Alan Sorensen, 2014. "Resale and Rent-Seeking: An Application to Ticket Markets," Review of Economic Studies, Oxford University Press, vol. 81(1), pages 266-300.
    18. 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.
    19. 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.
    20. 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.
    21. 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.
    22. Cason, Timothy N, 2000. "The Opportunity for Conspiracy in Asset Markets Organized with Dealer Intermediaries," Review of Financial Studies, Society for Financial Studies, vol. 13(2), pages 385-416.
    23. 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.
    24. 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.
    25. 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, Oxford University Press, vol. 115(1), pages 201-235.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    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. 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.
    3. 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.
    4. 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.
    5. 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.
    6. Nikhil Agarwal & Eric Budish, 2021. "Market Design," NBER Working Papers 29367, National Bureau of Economic Research, Inc.
    7. 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.
    8. Eric Budish & Judd B. Kessler, 2022. "Can Market Participants Report Their Preferences Accurately (Enough)?," Management Science, INFORMS, vol. 68(2), pages 1107-1130, February.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Yan Chen & Peter Cramton & John A. List & Axel Ockenfels, 2021. "Market Design, Human Behavior, and Management," Management Science, INFORMS, vol. 67(9), pages 5317-5348, September.
    2. Nikhil Agarwal & Eric Budish, 2021. "Market Design," NBER Working Papers 29367, National Bureau of Economic Research, Inc.
    3. 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.
    4. Fischer, Sven & Guth, Werner & Kaplan, Todd & Zultan, Roi, 2014. "Auctions and Leaks: A Theoretical and Experimental Investigation," MPRA Paper 58940, University Library of Munich, Germany.
    5. Scott Duke Kominers & Alexander Teytelboym & Vincent P Crawford, 2017. "An invitation to market design," Oxford Review of Economic Policy, Oxford University Press, vol. 33(4), pages 541-571.
    6. Mark Marner-Hausen, 2022. "Developing a Framework for Real-Time Trading in a Laboratory Financial Market," ECONtribute Discussion Papers Series 172, University of Bonn and University of Cologne, Germany.
    7. Sven Fischer & Werner Güth & Todd R. Kaplan & Ro'i Zultan, 2021. "Auctions With Leaks About Early Bids: Analysis And Experimental Behavior," Economic Inquiry, Western Economic Association International, vol. 59(2), pages 722-739, April.
    8. Eric M. Aldrich & Kristian López Vargas, 2020. "Experiments in high-frequency trading: comparing two market institutions," Experimental Economics, Springer;Economic Science Association, vol. 23(2), pages 322-352, June.
    9. Muriel Niederle & Alvin E. Roth & M. Utku Ünver, 2013. "Unraveling Results from Comparable Demand and Supply: An Experimental Investigation," Games, MDPI, vol. 4(2), pages 1-40, June.
    10. Thomas Giebe & Radosveta Ivanova-Stenzel & Martin G. Kocher & Simeon Schudy, 2024. "Cross-game learning and cognitive ability in auctions," Experimental Economics, Springer;Economic Science Association, vol. 27(1), pages 80-108, March.
    11. Fragiadakis, Daniel E. & Troyan, Peter, 2019. "Designing mechanisms to focalize welfare-improving strategies," Games and Economic Behavior, Elsevier, vol. 114(C), pages 232-252.
    12. Sascha Füllbrunn & Tibor Neugebauer & Andreas Nicklisch, 2020. "Underpricing of initial public offerings in experimental asset markets," Experimental Economics, Springer;Economic Science Association, vol. 23(4), pages 1002-1029, December.
    13. Muriel Niederle & Alvin E. Roth, 2009. "Market Culture: How Rules Governing Exploding Offers Affect Market Performance," American Economic Journal: Microeconomics, American Economic Association, vol. 1(2), pages 199-219, August.
    14. Alvin E. Roth, 2010. "Marketplace Institutions Related to the Timing of Transactions," NBER Working Papers 16556, National Bureau of Economic Research, Inc.
    15. Iriberri, Nagore & Hernandez-Arenaz, Iñigo, 2022. "Gender Differences in Alternating-Offer Bargaining: An Experimental Study," CEPR Discussion Papers 12561, C.E.P.R. Discussion Papers.
    16. Alvin E. Roth, 2012. "Marketplace Institutions Related to the Timing of Transactions: Reply to Priest," Journal of Labor Economics, University of Chicago Press, vol. 30(2), pages 479-494.
    17. 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.
    18. Alvin E. Roth, 2009. "What Have We Learned from Market Design?," Innovation Policy and the Economy, University of Chicago Press, vol. 9(1), pages 79-112.
    19. Grebe, Tim & Ivanova-Stenzel, Radosveta & Kröger, Sabine, 2021. "How do sellers benefit from Buy-It-Now prices in eBay auctions?," Journal of Economic Behavior & Organization, Elsevier, vol. 183(C), pages 189-205.
    20. Onur Kesten & Morimitsu Kurino & Alexander S. Nesterov, 2017. "Efficient lottery design," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 48(1), pages 31-57, January.

    More about this item

    Keywords

    market design; online booking system; first come first served; scalping;
    All these keywords.

    JEL classification:

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

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:zbw:wzbmbh:spii2019210. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: ZBW - Leibniz Information Centre for Economics (email available below). General contact details of provider: https://edirc.repec.org/data/vawzbde.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.