[go: up one dir, main page]
More Web Proxy on the site http://driver.im/ skip to main content
10.5555/2615731.2615823acmotherconferencesArticle/Chapter ViewAbstractPublication PagesaamasConference Proceedingsconference-collections
research-article

Competitive information provision in sequential search markets

Published: 05 May 2014 Publication History

Abstract

We study competitive information provision in search markets. Consider the used car market: as a consumer searches, she receives noisy signals of the values of cars. She can consult an expert (say Carfax or a mechanic) to find out more about the true value before deciding whether to purchase a particular car or keep searching. Prior research has studied the pricing problem faced by a monopolistic expert who provides searchers with perfect information. Here, we study a richer model that augments prior work in two important respects. First, we analyze expert duopolies; thus each expert must now reason about the influence of her strategy on the other. Second, we consider experts who provide uncertain information, with higher quality experts providing more certainty; experts can compete on both price and quality. We show that, in equilibrium, prices will be set such that the searcher consults the worse quality expert for low or high signals, and the higher quality expert for intermediate signals. Surprisingly, we find cases where an improvement in the quality of the higher-quality expert (holding everything else constant) can be pareto-improving: not only does that expert's profit increase, so does the other expert's profit and the searcher's utility.

References

[1]
A. Azaria, Z. Rabinovich, S. Kraus, and C. Goldman. Strategic information disclosure to people with multiple alternatives. In Proc. of AAAI, pages 594--600, 2011.
[2]
B. Becker and T. Milbourn. How did increased competition affect credit ratings? Journal of Financial Economics, 101(3):493--514, 2011.
[3]
M. Chhabra, S. Das, and D. Sarne. Expert mediated search. In Proc. of AAMAS, pages 415--422, 2011.
[4]
M. Chhabra, S. Das, and D. Sarne. Expert-mediated sequential search. European Journal of Operational Research, 234(3):861--873, 2014.
[5]
C. Crampes and A. Hollander. Duopoly and quality standards. European Economic Review, 39(1):71--82, 1995.
[6]
S. Das. The effects of market-making on price dynamics. In Proc. of AAMAS, pages 887--894, 2008.
[7]
D. Dranove and G. Jin. Quality disclosure and certification: Theory and practice. Journal of Economic Literature, 48(4):935--963, 2010.
[8]
N. S. Economides. A note on equilibrium in price-quality competition. Greek Economic Review, 7(2):179--186, 1985.
[9]
E. Farhi, J. Lerner, and J. Tirole. Fear of rejection? Tiered certification and transparency. Technical report, National Bureau of Economic Research, 2008.
[10]
C. Hajaj, N. Hazon, D. Sarne, and A. Elmalech. Search more, disclose less. In Proc. of AAAI, pages 401--408, 2013.
[11]
N. Hazon, Y. Aumann, S. Kraus, and D. Sarne. Physical search problems with probabilistic knowledge. AI, 196:26--52, 2013.
[12]
D. Hennes, D. Claes, W. Meeussen, and K. Tuyls. Multi-robot collision avoidance with localization uncertainty. In Proc. of AAMAS, pages 147--154, 2012.
[13]
J. Huang and A. Kazeykina. Optimal strategies for reviewing search results. In Proc. of AAAI, pages 1321--1326, 2010.
[14]
J. Kephart and A. Greenwald. Shopbot economics. JAAMAS, 5(3):255--287, 2002.
[15]
J. O. Kephart, J. E. Hanson, and A. R. Greenwald. Dynamic pricing by software agents. Computer Networks, 32:731--752, 2000.
[16]
C. Lim, J. Bearden, and J. Smith. Sequential search with multiattribute options. Decision Analysis, 3(1):3--15, 2006.
[17]
J. MacQueen. Optimal policies for a class of search and evaluation problems. Management Science, 10(4):746--759, 1964.
[18]
E. Manisterski, D. Sarne, and S. Kraus. Cooperative search with concurrent interactions. JAIR, 32:1--36, 2008.
[19]
J. McMillan and M. Rothschild. Search. In Handbook of Game Theory with Economic Applications, pages 905--927, 1994.
[20]
P. Milgrom. Good news and bad news: Representation theorems and applications. Bell Journal of Economics, 12:380--391, 1981.
[21]
M. Motta. Endogenous quality choice: price vs. quantity competition. Journal of Industrial Economics, pages 113--131, 1993.
[22]
D. Sarne. Competitive shopbots-mediated markets. ACM Transactions on Economics and Computation, 1(3):17:1--17:41, 2013.
[23]
D. Sarne and S. Kraus. Managing parallel inquiries in agents' two-sided search. AI, 172(4--5):541--569, 2008.
[24]
M. Weitzman. Optimal search for the best alternative. Econometrica, 47(3):641--654, 1979.
[25]
D. Wiegmann, K. Weinersmith, and S. Seubert. Multi-attribute mate choice decisions and uncertainty in the decision process: A generalized sequential search strategy. Journal of Mathematical Biology, 60(4):543--572, 2010.
[26]
R. Wright. Job search and cyclical unemployment. Journal of Political Economy, 94(1):38--55, 1986.

Cited By

View all
  • (2017)Strategic signaling and free information disclosure in auctionsProceedings of the Thirty-First AAAI Conference on Artificial Intelligence10.5555/3298239.3298289(319-327)Online publication date: 4-Feb-2017
  • (2017)Distributed Matching with Mixed Maximum-Minimum UtilitiesACM Transactions on Economics and Computation10.1145/30389115:2(1-23)Online publication date: 6-Mar-2017
  • (2017)Selective opportunity disclosure at the service of strategic information platformsAutonomous Agents and Multi-Agent Systems10.1007/s10458-016-9357-131:5(1133-1164)Online publication date: 1-Sep-2017
  • Show More Cited By

Index Terms

  1. Competitive information provision in sequential search markets

    Recommendations

    Comments

    Please enable JavaScript to view thecomments powered by Disqus.

    Information & Contributors

    Information

    Published In

    cover image ACM Other conferences
    AAMAS '14: Proceedings of the 2014 international conference on Autonomous agents and multi-agent systems
    May 2014
    1774 pages
    ISBN:9781450327381

    Sponsors

    • IFAAMAS

    In-Cooperation

    Publisher

    International Foundation for Autonomous Agents and Multiagent Systems

    Richland, SC

    Publication History

    Published: 05 May 2014

    Check for updates

    Author Tags

    1. duopoly
    2. economics of information
    3. sequential search

    Qualifiers

    • Research-article

    Conference

    AAMAS '14
    Sponsor:

    Acceptance Rates

    AAMAS '14 Paper Acceptance Rate 169 of 709 submissions, 24%;
    Overall Acceptance Rate 1,155 of 5,036 submissions, 23%

    Contributors

    Other Metrics

    Bibliometrics & Citations

    Bibliometrics

    Article Metrics

    • Downloads (Last 12 months)0
    • Downloads (Last 6 weeks)0
    Reflects downloads up to 03 Mar 2025

    Other Metrics

    Citations

    Cited By

    View all
    • (2017)Strategic signaling and free information disclosure in auctionsProceedings of the Thirty-First AAAI Conference on Artificial Intelligence10.5555/3298239.3298289(319-327)Online publication date: 4-Feb-2017
    • (2017)Distributed Matching with Mixed Maximum-Minimum UtilitiesACM Transactions on Economics and Computation10.1145/30389115:2(1-23)Online publication date: 6-Mar-2017
    • (2017)Selective opportunity disclosure at the service of strategic information platformsAutonomous Agents and Multi-Agent Systems10.1007/s10458-016-9357-131:5(1133-1164)Online publication date: 1-Sep-2017
    • (2015)Two-sided search with expertsAutonomous Agents and Multi-Agent Systems10.1007/s10458-014-9260-629:3(364-401)Online publication date: 1-May-2015

    View Options

    Login options

    View options

    PDF

    View or Download as a PDF file.

    PDF

    eReader

    View online with eReader.

    eReader

    Figures

    Tables

    Media

    Share

    Share

    Share this Publication link

    Share on social media