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Hotel rankings of online travel agents, channel pricing, and consumer protection

Author

Listed:
  • Hunold, Matthias
  • Kesler, Reinhold
  • Laitenberger, Ulrich

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

  • 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.
  • Handle: RePEc:zbw:zewdip:18059
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    References listed on IDEAS

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    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. 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.
    6. 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.
    7. 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.
    8. 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.
    9. Sergei Koulayev, 2014. "Search for differentiated products: identification and estimation," RAND Journal of Economics, RAND Corporation, vol. 45(3), pages 553-575, September.
    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. 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.
    12. 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.
    13. Greg Taylor, 2020. "Competing Sales Channels," Economics Series Working Papers 843, University of Oxford, Department of Economics.
    14. Andrei Hagiu & Bruno Jullien, 2011. "Why do intermediaries divert search?," RAND Journal of Economics, RAND Corporation, vol. 42(2), pages 337-362, June.
    15. 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.
    16. 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.
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    Cited by:

    1. M. Narciso, 2022. "The Unreliability of Online Review Mechanisms," Journal of Consumer Policy, Springer, vol. 45(3), pages 349-368, September.
    2. Paul Belleflamme & Martin Peitz, 2018. "Inside the Engine Room of Digital Platforms: Reviews, Ratings, and Recommendations," Working Papers halshs-01714549, HAL.
    3. Renato Gomes & Andrea Mantovani, 2020. "Regulating Platform Fees under Price Parity," Working Papers 20-09, NET Institute.
    4. 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.
    5. Maximilian Schäfer & Kevin Ducbao Tran, 2020. "Airbnb, Hotels, and Localized Competition," Discussion Papers of DIW Berlin 1889, DIW Berlin, German Institute for Economic Research.
    6. Peitz, Martin, 2020. "Economic policy for digital attention intermediaries," ZEW Discussion Papers 20-035, ZEW - Leibniz Centre for European Economic Research.

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    More about this item

    Keywords

    consumer protection; free-riding; hotel booking; online travel agents; ranking; search bias;
    All these keywords.

    JEL classification:

    • D40 - Microeconomics - - Market Structure, Pricing, and Design - - - General
    • L42 - Industrial Organization - - Antitrust Issues and Policies - - - Vertical Restraints; Resale Price Maintenance; Quantity Discounts
    • L81 - Industrial Organization - - Industry Studies: Services - - - Retail and Wholesale Trade; e-Commerce

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