IDEAS home Printed from https://ideas.repec.org/a/kap/revind/v58y2021i2d10.1007_s11151-020-09754-2.html
   My bibliography  Save this article

Cheating in Ranking Systems

Author

Listed:
  • Lihi Dery

    (Ariel University)

  • Dror Hermel

    (University of Toronto)

  • Artyom Jelnov

    (Ariel University)

Abstract

Consider a software application that pays a commission fee to be sold on an on-line platform (e.g., Google Play). The sales depend on the applications’ customer rankings. Therefore, developers have an incentive to dishonestly promote their application’s ranking, e.g., by faking positive customer reviews. The platform detects dishonest behavior (cheating) with some probability, and then decides whether to ban the application. We provide an analysis and find the equilibrium behaviors of both the application (cheat or not) and the platform (setting the commission fee). We provide insights into how the platform’s detection accuracy affects the incentives of the application’s developers.

Suggested Citation

  • Lihi Dery & Dror Hermel & Artyom Jelnov, 2021. "Cheating in Ranking Systems," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 58(2), pages 303-320, March.
  • Handle: RePEc:kap:revind:v:58:y:2021:i:2:d:10.1007_s11151-020-09754-2
    DOI: 10.1007/s11151-020-09754-2
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11151-020-09754-2
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1007/s11151-020-09754-2?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
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Roland Kirstein, 2014. "Doping, the Inspection Game, and Bayesian Enforcement," Journal of Sports Economics, , vol. 15(4), pages 385-409, August.
    2. Dina Mayzlin & Yaniv Dover & Judith Chevalier, 2014. "Promotional Reviews: An Empirical Investigation of Online Review Manipulation," American Economic Review, American Economic Association, vol. 104(8), pages 2421-2455, August.
    3. Gary S. Becker, 1974. "Crime and Punishment: An Economic Approach," NBER Chapters, in: Essays in the Economics of Crime and Punishment, pages 1-54, National Bureau of Economic Research, Inc.
    4. R.J. Aumann & S. Hart (ed.), 2002. "Handbook of Game Theory with Economic Applications," Handbook of Game Theory with Economic Applications, Elsevier, edition 1, volume 3, number 3.
    5. A. Mitchell Polinsky & Steven Shavell (ed.), 2007. "Handbook of Law and Economics," Handbook of Law and Economics, Elsevier, edition 1, volume 2, number 2.
    6. Polinsky, A. Mitchell & Shavell, Steven, 2007. "The Theory of Public Enforcement of Law," Handbook of Law and Economics, in: A. Mitchell Polinsky & Steven Shavell (ed.), Handbook of Law and Economics, edition 1, volume 1, chapter 6, pages 403-454, Elsevier.
    7. Snehasish Banerjee & Alton Y. K. Chua & Jung-Jae Kim, 2017. "Don't be deceived: Using linguistic analysis to learn how to discern online review authenticity," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 68(6), pages 1525-1538, June.
    8. Hanna Hałaburda & Yaron Yehezkel, 2016. "The Role of Coordination Bias in Platform Competition," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 25(2), pages 274-312, April.
    9. Mark Glick & Greg Richards & Margarita Sapozhnikov & Paul Seabright, 2014. "How Does Ranking Affect User Choice in Online Search?," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 45(2), pages 99-119, September.
    10. Berentsen, Aleksander, 2002. "The economics of doping," European Journal of Political Economy, Elsevier, vol. 18(1), pages 109-127, March.
    11. Barrachina, Alex & Tauman, Yair & Urbano, Amparo, 2014. "Entry and espionage with noisy signals," Games and Economic Behavior, Elsevier, vol. 83(C), pages 127-146.
    12. A. Mitchell Polinsky & Steven Shavell (ed.), 2007. "Handbook of Law and Economics," Handbook of Law and Economics, Elsevier, edition 1, volume 1, number 1.
    13. Jelnov, Artyom & Tauman, Yair & Zeckhauser, Richard, 2017. "Attacking the unknown weapons of a potential bomb builder: The impact of intelligence on the strategic interaction," Games and Economic Behavior, Elsevier, vol. 104(C), pages 177-189.
    14. Luís Cabral & Gabriel Natividad, 2016. "Box-Office Demand: The Importance of Being #1," Journal of Industrial Economics, Wiley Blackwell, vol. 64(2), pages 277-294, June.
    15. Michael D. Smith & Erik Brynjolfsson, 2001. "Consumer Decision-making at an Internet Shopbot: Brand Still Matters," NBER Chapters, in: E-commerce, pages 541-558, National Bureau of Economic Research, Inc.
    16. Michael D. Smith & Erik Brynjolfsson, 2001. "Consumer Decision-making at an Internet Shopbot: Brand Still Matters," NBER Chapters, in: E-commerce, pages 541-558, National Bureau of Economic Research, Inc.
    17. Darby, Michael R & Karni, Edi, 1973. "Free Competition and the Optimal Amount of Fraud," Journal of Law and Economics, University of Chicago Press, vol. 16(1), pages 67-88, April.
    18. Octavian Carare, 2012. "The Impact Of Bestseller Rank On Demand: Evidence From The App Market," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 53(3), pages 717-742, August.
    Full references (including those not matched with items on IDEAS)

    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. Louis Kaplow, 2017. "Optimal Multistage Adjudication," NBER Working Papers 23364, National Bureau of Economic Research, Inc.
    2. Buehler, Stefan & Nicolas Eschenbaum, 2018. "Explaining Escalating Fines and Prices: The Curse of Positive Selection," Economics Working Paper Series 1807, University of St. Gallen, School of Economics and Political Science.
    3. Mark Koyama, 2012. "Prosecution Associations in Industrial Revolution England: Private Providers of Public Goods?," The Journal of Legal Studies, University of Chicago Press, vol. 41(1), pages 95-130.
    4. Tim Friehe & Thomas J. Miceli, 2017. "On Punishment Severity and Crime Rates," American Law and Economics Review, American Law and Economics Association, vol. 19(2), pages 464-485.
    5. Friehe, Tim & Miceli, Thomas J., 2015. "Focusing law enforcement when offenders can choose location," International Review of Law and Economics, Elsevier, vol. 42(C), pages 105-112.
    6. Mark Koyama, 2014. "The law & economics of private prosecutions in industrial revolution England," Public Choice, Springer, vol. 159(1), pages 277-298, April.
    7. Pradiptyo, Rimawan, 2012. "Does Corruption Pay in Indonesia? If So, Who are Benefited the Most?," MPRA Paper 41384, University Library of Munich, Germany.
    8. Fluet, Claude & Galbiati, Rpbertp, 2016. "Lois et normes : les enseignements de l'économie comportementale," L'Actualité Economique, Société Canadienne de Science Economique, vol. 92(1-2), pages 191-215, Mars-Juin.
    9. Matteo Rizzolli & Luca Stanca, 2012. "Judicial Errors and Crime Deterrence: Theory and Experimental Evidence," Journal of Law and Economics, University of Chicago Press, vol. 55(2), pages 311-338.
    10. Nicolas Vaillant & François-Charles Wolff, 2010. "Does punishment of minor sexual offences deter rapes? Longitudinal evidence from France," European Journal of Law and Economics, Springer, vol. 30(1), pages 59-71, August.
    11. Roee Sarel, 2022. "Crime and punishment in times of pandemics," European Journal of Law and Economics, Springer, vol. 54(2), pages 155-186, October.
    12. Andrew Samuel & Ajit Mishra, 2022. "Does it matter who extorts? Extortion by competent and incompetent enforcers," Scottish Journal of Political Economy, Scottish Economic Society, vol. 69(3), pages 328-344, July.
    13. Dhami, Sanjit & al-Nowaihi, Ali, 2013. "An extension of the Becker proposition to non-expected utility theory," Mathematical Social Sciences, Elsevier, vol. 65(1), pages 10-20.
    14. Ali al-Nowaihi & Sanjit Dhami, 2010. "Composite Prospect Theory: A proposal to combine ‘prospect theory’ and ‘cumulative prospect theory’," Discussion Papers in Economics 10/11, Division of Economics, School of Business, University of Leicester.
    15. Christmann Robin, 2015. "Tipping the Scales – Settlement, Appeal and the Relevance of Judicial Ambition," Review of Law & Economics, De Gruyter, vol. 11(2), pages 171-207, July.
    16. Bård Harstad & Torben K. Mideksa, 2017. "Conservation Contracts and Political Regimes," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 84(4), pages 1708-1734.
    17. Deffains, Bruno & Espinosa, Romain & Fluet, Claude, 2019. "Laws and norms: Experimental evidence with liability rules," International Review of Law and Economics, Elsevier, vol. 60(C).
    18. Friehe, Tim & Tabbach, Avraham, 2013. "Preventive enforcement," International Review of Law and Economics, Elsevier, vol. 35(C), pages 1-12.
    19. Tim Reuter, 2017. "Endogenous Cartel Organization and Antitrust Fine Discrimination," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 51(3), pages 291-313, November.
    20. Miceli, Thomas J., 2010. "A model of criminal sanctions that incorporate both deterrence and incapacitation," Economics Letters, Elsevier, vol. 107(2), pages 205-207, May.

    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:kap:revind:v:58:y:2021:i:2:d:10.1007_s11151-020-09754-2. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.