(Translated by https://www.hiragana.jp/)
Rankings of Online Travel Agents, Channel Pricing, and Consumer Protection
IDEAS home Printed from https://ideas.repec.org/a/inm/ormksc/v39y2020i1p92-116.html
   My bibliography  Save this article

Rankings of Online Travel Agents, Channel Pricing, and Consumer Protection

Author

Listed:
  • Matthias Hunold

    (Heinrich-Heine-Universität Düsseldorf, Düsseldorf Institute for Competition Economics, 40225 Düsseldorf, Germany)

  • Reinhold Kesler

    (Centre for European Economic Research, MaCCI Mannheim Centre for Competition and Innovation, 68161 Mannheim, Germany)

  • Ulrich Laitenberger

    (Centre for European Economic Research, MaCCI Mannheim Centre for Competition and Innovation, 68161 Mannheim, Germany
    Télécom ParisTech, 75013 Paris, France)

Abstract

We investigate whether online travel agents (OTAs) assign hotels worse positions in their search results if these set lower hotel prices at other OTAs or on their own websites. We formally characterize how an OTA can use such a strategy to reduce price differentiation across distribution channels. Our empirical analysis shows that the position of a hotel in the search results of OTAs is better when the prices charged by the hotel on other channels are higher. This is consistent with the hypothesis that OTAs alter their search results to discipline hotels for aggressive prices on competing channels, thereby reducing the search quality for consumers.

Suggested Citation

  • Matthias Hunold & Reinhold Kesler & Ulrich Laitenberger, 2020. "Rankings of Online Travel Agents, Channel Pricing, and Consumer Protection," Marketing Science, INFORMS, vol. 39(1), pages 92-116, January.
  • Handle: RePEc:inm:ormksc:v:39:y:2020:i:1:p:92-116
    DOI: 10.1287/mksc.2019.1167
    as

    Download full text from publisher

    File URL: https://doi.org/10.1287/mksc.2019.1167
    Download Restriction: no

    File URL: https://libkey.io/10.1287/mksc.2019.1167?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Hunold, Matthias & Kesler, Reinhold & Laitenberger, Ulrich & Schlütter, Frank, 2018. "Evaluation of best price clauses in online hotel bookings," International Journal of Industrial Organization, Elsevier, vol. 61(C), pages 542-571.
    2. Raskovich, Alexander, 2007. "Retail buyer power through steering," Economics Letters, Elsevier, vol. 96(2), pages 221-225, August.
    3. Raluca M. Ursu, 2018. "The Power of Rankings: Quantifying the Effect of Rankings on Online Consumer Search and Purchase Decisions," Marketing Science, INFORMS, vol. 37(4), pages 530-552, August.
    4. Alexandre Cornière & Greg Taylor, 2014. "Integration and search engine bias," RAND Journal of Economics, RAND Corporation, vol. 45(3), pages 576-597, September.
    5. Lu, Qiang (Steven) & Yang, Yupin & Yuksel, Ulku, 2015. "The impact of a new online channel: An empirical study," Annals of Tourism Research, Elsevier, vol. 54(C), pages 136-155.
    6. Sergei Koulayev, 2014. "Search for differentiated products: identification and estimation," RAND Journal of Economics, RAND Corporation, vol. 45(3), pages 553-575, September.
    7. Hagiu, Andrei & Jullien, Bruno, 2014. "Search diversion and platform competition," International Journal of Industrial Organization, Elsevier, vol. 33(C), pages 48-60.
    8. Babur De los Santos & Sergei Koulayev, 2017. "Optimizing Click-Through in Online Rankings with Endogenous Search Refinement," Marketing Science, INFORMS, vol. 36(4), pages 542-564, July.
    9. Johansen, Bjørn Olav & Vergé, Thibaud, 2017. "Platform price parity clauses with direct sales," Working Papers in Economics 01/17, University of Bergen, Department of Economics.
    10. Justin P. Johnson, 2017. "The Agency Model and MFN Clauses," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 84(3), pages 1151-1185.
    11. Matthias Hunold & Johannes Muthers, 2017. "Resale price maintenance and manufacturer competition for retail services," RAND Journal of Economics, RAND Corporation, vol. 48(1), pages 3-23, March.
    12. Anindya Ghose & Panagiotis G. Ipeirotis & Beibei Li, 2012. "Designing Ranking Systems for Hotels on Travel Search Engines by Mining User-Generated and Crowdsourced Content," Marketing Science, INFORMS, vol. 31(3), pages 493-520, May.
    13. Benjamin Edelman & Julian Wright, 2015. "Price Coherence and Excessive Intermediation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 130(3), pages 1283-1328.
    14. Anindya Ghose & Panagiotis G. Ipeirotis & Beibei Li, 2014. "Examining the Impact of Ranking on Consumer Behavior and Search Engine Revenue," Management Science, INFORMS, vol. 60(7), pages 1632-1654, July.
    15. Roman Inderst & Marco Ottaviani, 2012. "Competition through Commissions and Kickbacks," American Economic Review, American Economic Association, vol. 102(2), pages 780-809, April.
    16. Wals, Francisca & Schinkel, Maarten Pieter, 2018. "Platform monopolization by narrow-PPC-BPG combination: Booking et al," International Journal of Industrial Organization, Elsevier, vol. 61(C), pages 572-589.
    17. Andrea Mantovani & Claudio Piga & Carlo Reggiani, 2017. "The dynamics of online hotel prices and the EU Booking.com case," Working Papers 17-04, NET Institute.
    18. Andrei Hagiu & Bruno Jullien, 2011. "Why do intermediaries divert search?," RAND Journal of Economics, RAND Corporation, vol. 42(2), pages 337-362, June.
    19. Andre Boik & Kenneth S. Corts, 2016. "The Effects of Platform Most-Favored-Nation Clauses on Competition and Entry," Journal of Law and Economics, University of Chicago Press, vol. 59(1), pages 105-134.
    20. Beggs, S. & Cardell, S. & Hausman, J., 1981. "Assessing the potential demand for electric cars," Journal of Econometrics, Elsevier, vol. 17(1), pages 1-19, September.
    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. Sato, Susumu, 2022. "Joint-purchase benefits as an anti-steering device of platforms," Economics Letters, Elsevier, vol. 215(C).
    2. Aguiar, Luis & Waldfogel, Joel & Waldfogel, Sarah, 2021. "Playlisting favorites: Measuring platform bias in the music industry," International Journal of Industrial Organization, Elsevier, vol. 78(C).
    3. Maximilian Schäfer & Kevin Ducbao Tran, 2020. "Airbnb, Hotels, and Localized Competition," Discussion Papers of DIW Berlin 1889, DIW Berlin, German Institute for Economic Research.
    4. Jack (Peiyao) Ma & Andrea Mantovani & Carlo Reggiani & Annette Broocks & Néstor Duch-Brown, 2024. "The Price Effects of Prohibiting Price Parity Clauses: Evidence from International Hotel Groups," Economics Series Working Papers 1043, University of Oxford, Department of Economics.
    5. Mantovani, Andrea & Reggiani, Carlo & Broocks, Annette & Duch-Brown, Nestor & Ma, Peiyao, 2022. "The Price Effects of Banning Price Parity Clauses in the EU: Evidence from International Hotel Groups," TSE Working Papers 22-1371, Toulouse School of Economics (TSE).
    6. Matthias Hunold & Ulrich Laitenberger & Guillaume Thébaudin, 2022. "Bye-box: An Analysis of Non-Promotion on the Amazon Marketplace 03.06.2022," Working Papers hal-04104183, HAL.
    7. Avi Goldfarb & Ginger Jin & K. Sudhir, 2020. "Yale School of Management, Yale University, New Haven, Connecticut 06520," Marketing Science, INFORMS, vol. 39(1), pages 1-4, January.
    8. Gomes, Renato & Mantovani, Andrea, 2020. "Regulating Platform Fees under Price Parity," CEPR Discussion Papers 15048, C.E.P.R. Discussion Papers.
    9. Peitz, Martin, 2020. "Economic policy for digital attention intermediaries," ZEW Discussion Papers 20-035, ZEW - Leibniz Centre for European Economic Research.
    10. Morgane Cure & Matthias Hunold & Reinhold Kesler & Ulrich Laitenberger & Thomas Larrieu, 2022. "Vertical integration of platforms and product prominence," Quantitative Marketing and Economics (QME), Springer, vol. 20(4), pages 353-395, December.
    11. Hildenbrand, Hannah-Maria & von Rueden, Christina & Viete, Steffen, 2021. "Measuring the online platform economy in Germany," Working Papers 07/2021, German Council of Economic Experts / Sachverständigenrat zur Begutachtung der gesamtwirtschaftlichen Entwicklung.
    12. Joan Calzada & Nestor Duch-Brown & Ricard Gil, 2021. "Do search engines increase concentration in media markets?," UB School of Economics Working Papers 2021/415, University of Barcelona School of Economics.
    13. Martin Peitz, 2023. "Governance and Regulation of Platforms," CRC TR 224 Discussion Paper Series crctr224_2023_480, University of Bonn and University of Mannheim, Germany.
    14. Amelia Fletcher & Peter L Ormosi & Rahul Savani, 2023. "Recommender Systems and Supplier Competition on Platforms," Journal of Competition Law and Economics, Oxford University Press, vol. 19(3), pages 397-426.
    15. Blut, Markus & Ghiassaleh, Arezou & Wang, Cheng, 2023. "Testing the performance of online recommendation agents: A meta-analysis," Journal of Retailing, Elsevier, vol. 99(3), pages 440-459.
    16. David Ronayne & Greg Taylor, 2022. "Competing Sales Channels with Captive Consumers," The Economic Journal, Royal Economic Society, vol. 132(642), pages 741-766.
    17. Mantovani, Andrea & Piga, Claudio A. & Reggiani, Carlo, 2021. "Online platform price parity clauses: Evidence from the EU Booking.com case," European Economic Review, Elsevier, vol. 131(C).

    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. Morgane Cure & Matthias Hunold & Reinhold Kesler & Ulrich Laitenberger & Thomas Larrieu, 2022. "Vertical integration of platforms and product prominence," Quantitative Marketing and Economics (QME), Springer, vol. 20(4), pages 353-395, December.
    2. Hunold, Matthias & Kesler, Reinhold & Laitenberger, Ulrich, 2018. "Hotel rankings of online travel agents, channel pricing, and consumer protection," ZEW Discussion Papers 18-059, ZEW - Leibniz Centre for European Economic Research.
    3. Matthias Hunold & Ulrich Laitenberger & Guillaume Thébaudin, 2022. "Bye-box: An Analysis of Non-Promotion on the Amazon Marketplace 03.06.2022," Working Papers hal-04104183, HAL.
    4. Sviták, Jan & Tichem, Jan & Haasbeek, Stefan, 2021. "Price effects of search advertising restrictions," International Journal of Industrial Organization, Elsevier, vol. 77(C).
    5. Sean Ennis & Marc Ivaldi & Vicente Lagos, 2023. "Price-Parity Clauses for Hotel Room Booking: Empirical Evidence from Regulatory Change," Journal of Law and Economics, University of Chicago Press, vol. 66(2), pages 309-331.
    6. Carlotta Mariotto & Marianne Verdier, 2020. "Platform–merchant competition for sales services," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 29(4), pages 834-853, October.
    7. Marc Bourreau & Germain Gaudin, 2022. "Streaming platform and strategic recommendation bias," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 31(1), pages 25-47, February.
    8. Amelia Fletcher & Peter L Ormosi & Rahul Savani, 2023. "Recommender Systems and Supplier Competition on Platforms," Journal of Competition Law and Economics, Oxford University Press, vol. 19(3), pages 397-426.
    9. Andrea Mantovani & Claudio Piga & Carlo Reggiani, 2019. "Much ado about nothing? Online platform price parity clauses and the EU Booking.com case," Economics Discussion Paper Series 1909, Economics, The University of Manchester.
    10. Shen, Bo & Wright, Julian, 2019. "Why (don’t) firms free ride on an intermediary’s advice?," International Journal of Industrial Organization, Elsevier, vol. 64(C), pages 27-54.
    11. Raluca M. Ursu & Daria Dzyabura, 2020. "Retailers’ product location problem with consumer search," Quantitative Marketing and Economics (QME), Springer, vol. 18(2), pages 125-154, June.
    12. Maruyama, Masayoshi & Zennyo, Yusuke, 2020. "Platform most-favored-customer clauses and investment incentives," International Journal of Industrial Organization, Elsevier, vol. 70(C).
    13. Mantovani, Andrea & Piga, Claudio A. & Reggiani, Carlo, 2021. "Online platform price parity clauses: Evidence from the EU Booking.com case," European Economic Review, Elsevier, vol. 131(C).
    14. Cazaubiel, Arthur & Cure, Morgane & Johansen, Bjørn Olav & Vergé, Thibaud, 2020. "Substitution between online distribution channels: Evidence from the Oslo hotel market," International Journal of Industrial Organization, Elsevier, vol. 69(C).
    15. Hunold, Matthias & Kesler, Reinhold & Laitenberger, Ulrich & Schlütter, Frank, 2018. "Evaluation of best price clauses in online hotel bookings," International Journal of Industrial Organization, Elsevier, vol. 61(C), pages 542-571.
    16. Andrea Mantovani & Claudio Piga & Carlo Reggiani, 2017. "The dynamics of online hotel prices and the EU Booking.com case," Working Papers 17-04, NET Institute.
    17. Huang, Yangguang & Xie, Yu, 2023. "Search algorithm, repetitive information, and sales on online platforms," International Journal of Industrial Organization, Elsevier, vol. 88(C).
    18. Jun Li & Serguei Netessine, 2020. "Higher Market Thickness Reduces Matching Rate in Online Platforms: Evidence from a Quasiexperiment," Management Science, INFORMS, vol. 66(1), pages 271-289, January.
    19. Cazaubiel, Arthur & Cure, Morgane & Johansen, Bjørn Olav & Vergé, Thibaud, 2018. "Substitution Between Online Distribution Channels: Evidence from the Oslo Hotel Market," Working Papers in Economics 8/18, University of Bergen, Department of Economics.
    20. Hana Choi & Carl F. Mela, 2019. "Monetizing Online Marketplaces," Marketing Science, INFORMS, vol. 38(6), pages 948-972, November.

    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:inm:ormksc:v:39:y:2020:i:1:p:92-116. 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: Chris Asher (email available below). General contact details of provider: https://edirc.repec.org/data/inforea.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.