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Slippery Fish: Enforcing Regulation when Agents Learn and Adapt

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Abstract

Attempts to curb undesired behavior through regulation gets complicated when agents can adapt to circumvent enforcement. We test a model of enforcement with learning and adaptation, by auditing vendors selling illegal "sh in Chile in a randomized controlled trial, and tracking them daily using mystery shoppers. Conducting audits on a predictable schedule and (counter-intuitively) at high frequency is less e"ective, as agents learn to take advantage of loopholes. A consumer information campaign proves to be almost as cost-e"ective and curbing illegal sales, and obviates the need for complex monitoring and policing. The Chilean government subsequently chooses to scale up this campaign.

Suggested Citation

  • Andr's Gonz'lez Lira & Ahmed Mushfiq Mobarak, 2018. "Slippery Fish: Enforcing Regulation when Agents Learn and Adapt," Cowles Foundation Discussion Papers 2143R, Cowles Foundation for Research in Economics, Yale University, revised Mar 2021.
  • Handle: RePEc:cwl:cwldpp:2143r
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    1. Hugh Gravelle & Matt Sutton & Ada Ma, 2010. "Doctor Behaviour under a Pay for Performance Contract: Treating, Cheating and Case Finding?," Economic Journal, Royal Economic Society, vol. 120(542), pages 129-156, February.
    2. Edward L. Glaeser & Andrei Shleifer, 2003. "The Rise of the Regulatory State," Journal of Economic Literature, American Economic Association, vol. 41(2), pages 401-425, June.
    3. Esther Duflo & Michael Greenstone & Rohini Pande & Nicholas Ryan, 2018. "The Value of Regulatory Discretion: Estimates From Environmental Inspections in India," Econometrica, Econometric Society, vol. 86(6), pages 2123-2160, November.
    4. 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.
    5. Florian Ederer & Richard Holden & Margaret Meyer, 2018. "Gaming and strategic opacity in incentive provision," RAND Journal of Economics, RAND Corporation, vol. 49(4), pages 819-854, December.
    6. Shimshack, Jay P. & Ward, Michael B., 2005. "Regulator reputation, enforcement, and environmental compliance," Journal of Environmental Economics and Management, Elsevier, vol. 50(3), pages 519-540, November.
    7. Benjamin Hansen, 2015. "Punishment and Deterrence: Evidence from Drunk Driving," American Economic Review, American Economic Association, vol. 105(4), pages 1581-1617, April.
    8. Alm, James & Jackson, Betty R. & McKee, Michael, 2009. "Getting the word out: Enforcement information dissemination and compliance behavior," Journal of Public Economics, Elsevier, vol. 93(3-4), pages 392-402, April.
    9. Robert N. Stavins, 2011. "The Problem of the Commons: Still Unsettled after 100 Years," American Economic Review, American Economic Association, vol. 101(1), pages 81-108, February.
    10. Christopher Hansman & Jonas Hjort & Gianmarco León, 2019. "Interlinked firms and the consequences of piecemeal regulation," Journal of the European Economic Association, European Economic Association, vol. 17(3), pages 876-916.
    11. Esther Duflo & Michael Greenstone & Nicholas Ryan, 2013. "Truth-telling by Third-party Auditors and the Response of Polluting Firms: Experimental Evidence from India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(4), pages 1499-1545.
    12. Wayne B. Gray & Jay P. Shimshack, 2011. "The Effectiveness of Environmental Monitoring and Enforcement: A Review of the Empirical Evidence," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 5(1), pages 3-24, Winter.
    13. Edward Miguel & Michael Kremer, 2004. "Worms: Identifying Impacts on Education and Health in the Presence of Treatment Externalities," Econometrica, Econometric Society, vol. 72(1), pages 159-217, January.
    14. Dina Pomeranz, 2015. "No Taxation without Information: Deterrence and Self-Enforcement in the Value Added Tax," American Economic Review, American Economic Association, vol. 105(8), pages 2539-2569, August.
    15. Karthik Muralidharan & Mauricio Romero & Kaspar Wüthrich, 2019. "Factorial Designs, Model Selection, and (Incorrect) Inference in Randomized Experiments," NBER Working Papers 26562, National Bureau of Economic Research, Inc.
    16. Paul Carrillo & Dina Pomeranz & Monica Singhal, 2017. "Dodging the Taxman: Firm Misreporting and Limits to Tax Enforcement," American Economic Journal: Applied Economics, American Economic Association, vol. 9(2), pages 144-164, April.
    17. Joana Naritomi, 2019. "Consumers as Tax Auditors," American Economic Review, American Economic Association, vol. 109(9), pages 3031-3072, September.
    18. Matthew S. Johnson & David I. Levine & Michael W. Toffel, 2023. "Improving Regulatory Effectiveness through Better Targeting: Evidence from OSHA," American Economic Journal: Applied Economics, American Economic Association, vol. 15(4), pages 30-67, October.
    19. Lucas, Robert Jr, 1976. "Econometric policy evaluation: A critique," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 1(1), pages 19-46, January.
    20. Ritva Reinikka & Jakob Svensson, 2005. "Fighting Corruption to Improve Schooling: Evidence from a Newspaper Campaign in Uganda," Journal of the European Economic Association, MIT Press, vol. 3(2-3), pages 259-267, 04/05.
    21. Deniz Okat, 2016. "Deterring fraud by looking away," RAND Journal of Economics, RAND Corporation, vol. 47(3), pages 734-747, August.
    22. Jens Hainmueller & Michael J. Hiscox & Sandra Sequeira, 2015. "Consumer Demand for Fair Trade: Evidence from a Multistore Field Experiment," The Review of Economics and Statistics, MIT Press, vol. 97(2), pages 242-256, May.
    23. William C. Boning & John Guyton & Ronald H. Hodge, II & Joel Slemrod & Ugo Troiano, 2018. "Heard it Through the Grapevine: Direct and Network Effects of a Tax Enforcement Field Experiment," NBER Working Papers 24305, National Bureau of Economic Research, Inc.
    24. Nicky J. Welton & Howard H. Z. Thom, 2015. "Value of Information," Medical Decision Making, , vol. 35(5), pages 564-566, July.
    25. Ginger Zhe Jin & Phillip Leslie, 2003. "The Effect of Information on Product Quality: Evidence from Restaurant Hygiene Grade Cards," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(2), pages 409-451.
    26. Abebe Shimeles & Daniel Zerfu Gurara & Firew Woldeyes, 2017. "Taxman's Dilemma: Coercion or Persuasion? Evidence from a Randomized Field Experiment in Ethiopia," American Economic Review, American Economic Association, vol. 107(5), pages 420-424, May.
    27. Edward P. Lazear, 2006. "Speeding, Terrorism, and Teaching to the Test," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(3), pages 1029-1061.
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    Cited by:

    1. Kastoryano, Stephen & Vollaard, Ben, 2022. "Nautical Patrol and Illegal Fishing Practices," Discussion Paper 2022-016, Tilburg University, Center for Economic Research.
    2. Kastoryano, Stephen & Vollaard, Ben, 2023. "Unseen annihilation: Illegal fishing practices and nautical patrol," Journal of Environmental Economics and Management, Elsevier, vol. 122(C).
    3. Vieira, João Pedro & Dahis, Ricardo & Assunção, Juliano, 2023. "From Deforestation to Reforestation: The Role of General Deterrence in Changing Farmers' Behavior," SocArXiv vqpkm, Center for Open Science.
    4. João Pedro Vieira & Ricardo Dahis & Juliano Assunção, 2023. "The Role of Sanctions and Spillovers in Forest Conservation," Monash Economics Working Papers 2023-16, Monash University, Department of Economics.
    5. repec:ags:aaea22:335618 is not listed on IDEAS

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    JEL classification:

    • K42 - Law and Economics - - Legal Procedure, the Legal System, and Illegal Behavior - - - Illegal Behavior and the Enforcement of Law
    • L51 - Industrial Organization - - Regulation and Industrial Policy - - - Economics of Regulation
    • O1 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development

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