IDEAS home Printed from https://ideas.repec.org/p/net/wpaper/1908.html
   My bibliography  Save this paper

Shedding Light on the Dark: The Impact of Legal Enforcement on Darknet Transactions

Author

Listed:
  • Jason Chan

    (Carlson School of Management, University of Minnesota)

  • Shu He

    (Department of Operations and Information Management, School of Business, University of Connecticut)

  • Dandan Qiao

    (Department of Informations Systems and Analytics, School of Computing, National University of Singapore)

  • Andrew B. Whinston

    (Department of Information, Risk, and Operations Management, McCombs School of Business, The University of Texas at Austin)

Abstract

Darknet markets have been increasingly used for the transaction of illegal products and services in the last decade. In particular, it is estimated that drugs make up two-thirds of darknet market transactions. The growth of illicit transactions on darknet markets have led enforcement agencies to invest greater proportion of time and efforts to monitor and crack down on criminal activities on the darknet websites. Despite the successes in convicting perpetrators, it is unknown whether these policing efforts are truly effective in deterring future darknet transactions, given that the identities of the transacting parties are very well protected by the markets’ features. To this end, this study attempts to empirically evaluate the susceptibility of darknet markets breaking down upon police arrests of dealers and buyers. Using drug review data from a few major darknet markets, we discovered a deterrence impact – the transactions in the targeted country would decrease on the market where arrests occurred. More interestingly, we find that disclosure of the arrests will influence the transactions of vendors not only from the same country but also those from other countries that did not experience any arrest incidents. As the darkweb techniques have led to a considerable proliferation of online drug trading, we believe that study findings that reveal the nature of these illicit markets will have key policy and theoretical implications to law makers, enforcement agencies, and academicians.

Suggested Citation

  • Jason Chan & Shu He & Dandan Qiao & Andrew B. Whinston, 2019. "Shedding Light on the Dark: The Impact of Legal Enforcement on Darknet Transactions," Working Papers 19-08, NET Institute.
  • Handle: RePEc:net:wpaper:1908
    as

    Download full text from publisher

    File URL: http://www.netinst.org/He_19-08.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Kessler, Daniel P & Levitt, Steven D, 1999. "Using Sentence Enhancements to Distinguish between Deterrence and Incapacitation," Journal of Law and Economics, University of Chicago Press, vol. 42(1), pages 343-363, April.
    2. Xu, Yiqing, 2017. "Generalized Synthetic Control Method: Causal Inference with Interactive Fixed Effects Models," Political Analysis, Cambridge University Press, vol. 25(1), pages 57-76, January.
    3. Hoenack, Stephen A & Weiler, William C, 1980. "A Structural Model of Murder Behavior and the Criminal Justice System," American Economic Review, American Economic Association, vol. 70(3), pages 327-341, June.
    4. David H. Autor, 2003. "Outsourcing at Will: The Contribution of Unjust Dismissal Doctrine to the Growth of Employment Outsourcing," Journal of Labor Economics, University of Chicago Press, vol. 21(1), pages 1-42, January.
    5. Erik Brynjolfsson & Yu (Jeffrey) Hu & Michael D. Smith, 2003. "Consumer Surplus in the Digital Economy: Estimating the Value of Increased Product Variety at Online Booksellers," Management Science, INFORMS, vol. 49(11), pages 1580-1596, November.
    6. Ehrlich, Isaac, 1975. "The Deterrent Effect of Capital Punishment: A Question of Life and Death," American Economic Review, American Economic Association, vol. 65(3), pages 397-417, June.
    7. Alberto Abadie, 2005. "Semiparametric Difference-in-Differences Estimators," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(1), pages 1-19.
    8. Norgaard, Julia R. & Walbert, Harold J. & Hardy, R. August, 2018. "Shadow markets and hierarchies: comparing and modeling networks in the Dark Net," Journal of Institutional Economics, Cambridge University Press, vol. 14(5), pages 877-899, October.
    9. Jason Chan & Probal Mojumder & Anindya Ghose, 2019. "The Digital Sin City: An Empirical Study of Craigslist’s Impact on Prostitution Trends," Service Science, INFORMS, vol. 30(1), pages 219-238, March.
    10. Hardy, Robert Augustus & Norgaard, Julia R., 2016. "Reputation in the Internet black market: an empirical and theoretical analysis of the Deep Web," Journal of Institutional Economics, Cambridge University Press, vol. 12(3), pages 515-539, September.
    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. Shu He & Jing Peng & Jianbin Li & Liping Xu, 2020. "Impact of Platform Owner’s Entry on Third-Party Stores," Information Systems Research, INFORMS, vol. 31(4), pages 1467-1484, December.
    2. Picarelli, Nathalie, 2016. "Who really benefits from export processing zones? Evidence from Nicaraguan municipalities," Labour Economics, Elsevier, vol. 41(C), pages 318-332.
    3. Christian Peukert & Imke Reimers, 2018. "Digital Disintermediation and Efficiency in the Market for Ideas," CESifo Working Paper Series 6880, CESifo.
    4. Myriã Tatiany Neves Bast & Sergio Naruhiko Sakurai, 2016. "Uma Avaliação Empírica Dos Efeitos Dos Empréstimos Do Bndes Aos Governos Municipais Brasileiros," Anais do XLIII Encontro Nacional de Economia [Proceedings of the 43rd Brazilian Economics Meeting] 064, ANPEC - Associação Nacional dos Centros de Pós-Graduação em Economia [Brazilian Association of Graduate Programs in Economics].
    5. Steven D. Levitt, 2004. "Understanding Why Crime Fell in the 1990s: Four Factors that Explain the Decline and Six that Do Not," Journal of Economic Perspectives, American Economic Association, vol. 18(1), pages 163-190, Winter.
    6. Tadashi Yamada, 1985. "The Crime Rate and the Condition of the Labor Market: A Vector Autoregressive Model," NBER Working Papers 1782, National Bureau of Economic Research, Inc.
    7. Joshua D. Angrist & Jörn-Steffen Pischke, 2010. "The Credibility Revolution in Empirical Economics: How Better Research Design Is Taking the Con out of Econometrics," Journal of Economic Perspectives, American Economic Association, vol. 24(2), pages 3-30, Spring.
    8. Jason Poulos & Andrea Albanese & Andrea Mercatanti & Fan Li, 2021. "Retrospective causal inference via matrix completion, with an evaluation of the effect of European integration on cross-border employment," Papers 2106.00788, arXiv.org.
    9. Smith, Thomas Bryan, 2021. "Gang crackdowns and offender centrality in a countywide co-offending network: A networked evaluation of Operation Triple Beam," Journal of Criminal Justice, Elsevier, vol. 73(C).
    10. Hans-Bernd Schaefer & Rok Spruk, 2024. "Islamic Law, Western European Law and the Roots of Middle East's Long Divergence: a Comparative Empirical Investigation (800-1600)," Papers 2401.14435, arXiv.org, revised Mar 2024.
    11. Alexander S. Skorobogatov, 2021. "The effect of alcohol sales restrictions on alcohol poisoning mortality: Evidence from Russia," Health Economics, John Wiley & Sons, Ltd., vol. 30(6), pages 1417-1442, June.
    12. Chakraborty Avinandan & Doremus Jacqueline & Stith Sarah, 2021. "The effects of recreational cannabis access on labor markets: evidence from Colorado," IZA Journal of Labor Economics, Sciendo & Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 10(1), pages 1-86, January.
    13. Paresh Kumar Narayan & Russell Smyth, 2006. "Dead man walking: an empirical reassessment of the deterrent effect of capital punishment using the bounds testing approach to cointegration," Applied Economics, Taylor & Francis Journals, vol. 38(17), pages 1975-1989.
    14. Eli Ben‐Michael & Avi Feller & Jesse Rothstein, 2022. "Synthetic controls with staggered adoption," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 84(2), pages 351-381, April.
    15. Picarelli, Nathalie, 2016. "Who really benefits from export processing zones? Evidence from Nicaraguan municipalities," LSE Research Online Documents on Economics 66652, London School of Economics and Political Science, LSE Library.
    16. Zabinski, Zenon & Black, Bernard S., 2022. "The deterrent effect of tort law: Evidence from medical malpractice reform," Journal of Health Economics, Elsevier, vol. 84(C).
    17. Dmitry Arkhangelsky & Guido Imbens, 2023. "Causal Models for Longitudinal and Panel Data: A Survey," Papers 2311.15458, arXiv.org, revised Mar 2024.
    18. Lechner, Michael, 2011. "The Estimation of Causal Effects by Difference-in-Difference Methods," Foundations and Trends(R) in Econometrics, now publishers, vol. 4(3), pages 165-224, November.
    19. Crinò, Rosario & Immordino, Giovanni & Piccolo, Salvatore, 2019. "Marginal deterrence at work," Journal of Economic Behavior & Organization, Elsevier, vol. 166(C), pages 586-612.
    20. Adithya Pattabhiramaiah & Eric Overby & Lizhen Xu, 2022. "Spillovers from Online Engagement: How a Newspaper Subscriber’s Activation of Digital Paywall Access Affects Her Retention and Subscription Revenue," Management Science, INFORMS, vol. 68(5), pages 3528-3548, May.

    More about this item

    Keywords

    darknet; illegal transactions; police enforcement; cybercrime; deterrence effect;
    All these keywords.

    JEL classification:

    • K42 - Law and Economics - - Legal Procedure, the Legal System, and Illegal Behavior - - - Illegal Behavior and the Enforcement of Law

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    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:net:wpaper:1908. 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: Nicholas Economides (email available below). General contact details of provider: http://www.NETinst.org/ .

    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.