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The response of illegal mining to revealing its existence

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  • Saavedra, S

Abstract

New monitoring technologies can help curb illegal activities by reducing informa- tion asymmetries between enforcing and monitoring government agents. I created a novel dataset using machine learning predictions on satellite imagery that detects illegal mining. Then I disclosed the predictions to government agents to study the response of illegal activity. I randomly assigned municipalities to one of four groups: (1) information to the observer (local government) of potential mine locations in his jurisdiction; (2) information to the enforcer (National government) of potential mine locations; (3) information to both observer and enforcer, and (4) a control group, where I informed no one. The effect of information is relatively similar regardless of who is informed: in treated municipalities, illegal mining is reduced by 11% in the disclosed locations and surrounding areas. However, when accounting for negative spillovers — increases in illegal mining in areas not targeted by the information — the net reduction is only 7%. These results illustrate the benefits of new technologies for building state capacity and reducing illegal activity.

Suggested Citation

  • Saavedra, S, 2022. "The response of illegal mining to revealing its existence," Documentos de Trabajo 20078, Universidad del Rosario.
    • Handle: RePEc:col:000092:020078
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    References listed on IDEAS

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    1. Michael Greenstone & Guojun He & Ruixue Jia & Tong Liu, 2020. "Can Technology Solve the Principal-Agent Problem? Evidence from China’s War on Air Pollution," Working Papers 2020-87, Becker Friedman Institute for Research In Economics.
    2. Ernesto Dal Bó & Frederico Finan & Nicholas Y. Li & Laura Schechter, 2018. "Government Decentralization Under Changing State Capacity: Experimental Evidence From Paraguay," NBER Working Papers 24879, National Bureau of Economic Research, Inc.
    3. Saavedra, Santiago & Romero, Mauricio, 2021. "Local incentives and national tax evasion: The response of illegal mining to a tax reform in Colombia," European Economic Review, Elsevier, vol. 138(C).
    4. Olken, Benjamin A., 2009. "Corruption perceptions vs. corruption reality," Journal of Public Economics, Elsevier, vol. 93(7-8), pages 950-964, August.
    5. McKenzie, David & Seynabou Sakho, Yaye, 2010. "Does it pay firms to register for taxes? The impact of formality on firm profitability," Journal of Development Economics, Elsevier, vol. 91(1), pages 15-24, January.
    6. Gustavo Henrique de Andrade & Miriam Bruhn & David McKenzie, 2016. "A Helping Hand or the Long Arm of the Law? Experimental Evidence on What Governments Can Do to Formalize Firms," The World Bank Economic Review, World Bank, vol. 30(1), pages 24-54.
    7. Adnan Q. Khan & Asim I. Khwaja & Benjamin A. Olken, 2016. "Tax Farming Redux: Experimental Evidence on Performance Pay for Tax Collectors," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(1), pages 219-271.
    8. Gustavo Henrique de Andrade & Miriam Bruhn & David McKenzie, 2013. "A Helping Hand or the Long Arm of the Law?," World Bank Publications - Reports 22623, The World Bank Group.
    9. Pablo Balán & Augustin Bergeron & Gabriel Tourek & Jonathan L. Weigel, 2022. "Local Elites as State Capacity: How City Chiefs Use Local Information to Increase Tax Compliance in the Democratic Republic of the Congo," American Economic Review, American Economic Association, vol. 112(3), pages 762-797, March.
    10. Fanny Moffette & Jennifer Alix-Garcia & Katherine Shea & Amy H. Pickens, 2021. "The impact of near-real-time deforestation alerts across the tropics," Nature Climate Change, Nature, vol. 11(2), pages 172-178, February.
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    More about this item

    Keywords

    Illegal mining; Monitoring Technology; Colombia;
    All these keywords.

    JEL classification:

    • H26 - Public Economics - - Taxation, Subsidies, and Revenue - - - Tax Evasion and Avoidance
    • K42 - Law and Economics - - Legal Procedure, the Legal System, and Illegal Behavior - - - Illegal Behavior and the Enforcement of Law
    • O13 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Agriculture; Natural Resources; Environment; Other Primary Products
    • O17 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Formal and Informal Sectors; Shadow Economy; Institutional Arrangements
    • Q53 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Air Pollution; Water Pollution; Noise; Hazardous Waste; Solid Waste; Recycling

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