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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.

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  • 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. 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.
    2. 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.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. Benjamin Hansen, 2015. "Punishment and Deterrence: Evidence from Drunk Driving," American Economic Review, American Economic Association, vol. 105(4), pages 1581-1617, April.
    10. 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.
    11. 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.
    12. 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.
    13. 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.
    14. 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.
    15. 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.
    16. 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.
    17. 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.
    18. 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.
    19. Joana Naritomi, 2019. "Consumers as Tax Auditors," American Economic Review, American Economic Association, vol. 109(9), pages 3031-3072, September.
    20. Deniz Okat, 2016. "Deterring fraud by looking away," RAND Journal of Economics, RAND Corporation, vol. 47(3), pages 734-747, August.
    21. Nicky J. Welton & Howard H. Z. Thom, 2015. "Value of Information," Medical Decision Making, , vol. 35(5), pages 564-566, July.
    22. 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.
    23. 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.
    24. Lucas, Robert Jr, 1976. "Econometric policy evaluation: A critique," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 1(1), pages 19-46, January.
    25. 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.
    26. 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.
    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:

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    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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    More about this item

    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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