IDEAS home Printed from https://ideas.repec.org/a/inm/ormnsc/v66y2020i5p2040-2049.html
   My bibliography  Save this article

Drug Abuse and the Internet: Evidence from Craigslist

Author

Listed:
  • Jiayi Liu

    (Goizueta Business School, Emory University, Atlanta, Georgia 30322)

  • Anandhi Bharadwaj

    (Goizueta Business School, Emory University, Atlanta, Georgia 30322)

Abstract

The United States is in the midst of a drug overdose epidemic. Although the online availability of drugs has been a growing concern with considerable speculation that digital platforms are contributing to this epidemic, empirical assessments have been lacking. To quantify this impact, we rely on the phased rollout of Craigslist, a major online platform, as an experimental setup. Applying a difference-in-differences approach on a national panel data set for all counties in the United States from 1997 to 2008, we find a 14.9% increase in drug abuse treatment admissions, a 5.7% increase in drug abuse violations, and a 6.0% increase in drug overdose deaths after Craigslist’s entry. The impacts of Craigslist’s entry are larger among women, whites, Asians, and the more educated. Further, the unintended consequences of Craigslist are more likely to accrue in larger, wealthier areas with initially low levels of drug abuse. These findings raise the possibility that the marked growth in U.S. drug abuse may have partially stemmed from the wider availability of illicit drugs online at the very beginning of its evolution.

Suggested Citation

  • Jiayi Liu & Anandhi Bharadwaj, 2020. "Drug Abuse and the Internet: Evidence from Craigslist," Management Science, INFORMS, vol. 66(5), pages 2040-2049, May.
  • Handle: RePEc:inm:ormnsc:v:66:y:2020:i:5:p:2040-2049
    DOI: 10.1287/mnsc.2019.3479
    as

    Download full text from publisher

    File URL: https://doi.org/10.1287/mnsc.2019.3479
    Download Restriction: no

    File URL: https://libkey.io/10.1287/mnsc.2019.3479?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
    ---><---

    References listed on IDEAS

    as
    1. James J. Heckman & Hidehiko Ichimura & Petra E. Todd, 1997. "Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 605-654.
    2. J. J. Po-An Hsieh & Arun Rai & Mark Keil, 2011. "Addressing Digital Inequality for the Socioeconomically Disadvantaged Through Government Initiatives: Forms of Capital That Affect ICT Utilization," Information Systems Research, INFORMS, vol. 22(2), pages 233-253, June.
    3. Jeffrey R Kling & Jeffrey B Liebman & Lawrence F Katz, 2007. "Experimental Analysis of Neighborhood Effects," Econometrica, Econometric Society, vol. 75(1), pages 83-119, January.
    4. 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.
    5. Gordon Burtch & Anindya Ghose & Sunil Wattal, 2013. "An Empirical Examination of the Antecedents and Consequences of Contribution Patterns in Crowd-Funded Markets," Information Systems Research, INFORMS, vol. 24(3), pages 499-519, September.
    6. Gordon Burtch & Seth Carnahan & Brad N. Greenwood, 2018. "Can You Gig It? An Empirical Examination of the Gig Economy and Entrepreneurial Activity," Management Science, INFORMS, vol. 64(12), pages 5497-5520, December.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Semenova, Valentina & Winkler, Julian, 2021. "Reddit's self-organised bull runs: Social contagion and asset prices," MPRA Paper 107575, University Library of Munich, Germany.
    2. Stephanie Cheng & Pengkai Lin & Yinliang Tan & Yuchen Zhang, 2023. "“High” innovators? Marijuana legalization and regional innovation," Production and Operations Management, Production and Operations Management Society, vol. 32(3), pages 685-703, March.

    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. Gorkem Turgut Ozer & Brad N. Greenwood & Anandasivam Gopal, 2023. "Digital Multisided Platforms and Women’s Health: An Empirical Analysis of Peer-to-Peer Lending and Abortion Rates," Information Systems Research, INFORMS, vol. 34(1), pages 223-252, March.
    2. Naudé, Wim & Liebregts, Werner, 2020. "Digital Entrepreneurship Research: A Concise Introduction," IZA Discussion Papers 13667, Institute of Labor Economics (IZA).
    3. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
    4. Gensler, Sonja & Leeflang, Peter & Skiera, Bernd, 2012. "Impact of online channel use on customer revenues and costs to serve: Considering product portfolios and self-selection," International Journal of Research in Marketing, Elsevier, vol. 29(2), pages 192-201.
    5. Victor Couture & Benjamin Faber & Yizhen Gu & Lizhi Liu, 2021. "Connecting the Countryside via E-Commerce: Evidence from China," American Economic Review: Insights, American Economic Association, vol. 3(1), pages 35-50, March.
    6. Jens Ruhose & Stephan L. Thomsen & Insa Weilage, 2018. "The Wider Benefits of Adult Learning: Work-Related Training and Social Capital," CESifo Working Paper Series 7268, CESifo.
    7. Carlson, Deven & Haveman, Robert & Kaplan, Tom & Wolfe, Barbara, 2012. "Long-term earnings and employment effects of housing voucher receipt," Journal of Urban Economics, Elsevier, vol. 71(1), pages 128-150.
    8. Ruhose, Jens & Thomsen, Stephan, 2017. "Non-Monetary Benefits of Continuous Training," VfS Annual Conference 2017 (Vienna): Alternative Structures for Money and Banking 168169, Verein für Socialpolitik / German Economic Association.
    9. Suvrat Dhanorkar & Suresh Muthulingam, 2020. "Do E‐Waste Laws Create Behavioral Spillovers? Quasi‐Experimental Evidence from California," Production and Operations Management, Production and Operations Management Society, vol. 29(7), pages 1738-1766, July.
    10. Jens Ruhose & Stephan L. Thomsen & Insa Weilage, 2018. "The Wider Benefits of Adult Learning: Work-Related Training and Social Capital," SOEPpapers on Multidisciplinary Panel Data Research 1004, DIW Berlin, The German Socio-Economic Panel (SOEP).
    11. Christian Peukert & Imke Reimers, 2022. "Digitization, Prediction, and Market Efficiency: Evidence from Book Publishing Deals," Management Science, INFORMS, vol. 68(9), pages 6907-6924, September.
    12. Ahmed Elsayed & Soiliou Daw Namoro & Rania Roushdy, 2022. "Empowering women in conservative settings: evidence from an intervention in rural Egypt," Review of Economics of the Household, Springer, vol. 20(4), pages 1287-1322, December.
    13. repec:mpr:mprres:8128 is not listed on IDEAS
    14. Eyal Carmi & Gal OEstreicher-Singer & Arun Sundararajan, 2010. "Is Oprah Contagious? Identifying Demand Spillovers in Product Networks," Working Papers 10-18, NET Institute.
    15. Robert Haveman & Barbara Wolfe, 2012. "Long-Term Effects of Public Low-Income Housing Vouchers: Work, Neighborhood, Family Composition and Childcare Usage," CEPR Discussion Papers 667, Centre for Economic Policy Research, Research School of Economics, Australian National University.
    16. Qian Tang & Mei Lin & Youngsoo Kim, 2021. "Inter‐Retailer Channel Competition: Empirical Analyses of Store Entry Effects on Online Purchases," Production and Operations Management, Production and Operations Management Society, vol. 30(8), pages 2547-2563, August.
    17. Handa, Sudhanshu & Natali, Luisa & Seidenfeld, David & Tembo, Gelson & Davis, Benjamin, 2018. "Can unconditional cash transfers raise long-term living standards? Evidence from Zambia," Journal of Development Economics, Elsevier, vol. 133(C), pages 42-65.
    18. Ruhose, Jens & Thomsen, Stephan L. & Weilage, Insa, 2019. "The benefits of adult learning: Work-related training, social capital, and earnings," Economics of Education Review, Elsevier, vol. 72(C), pages 166-186.
    19. Gordon Burtch & Seth Carnahan & Brad N. Greenwood, 2018. "Can You Gig It? An Empirical Examination of the Gig Economy and Entrepreneurial Activity," Management Science, INFORMS, vol. 64(12), pages 5497-5520, December.
    20. Tisdell, Clem, 2014. "Information Technology's Impacts on Productivity, Welfare and Social Change: Second Version," Economic Theory, Applications and Issues Working Papers 195701, University of Queensland, School of Economics.
    21. van Ours, Jan C. & Williams, Jenny & Ward, Shannon, 2015. "Bad Behavior: Delinquency, Arrest and Early School Leaving," CEPR Discussion Papers 10755, C.E.P.R. Discussion Papers.

    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:inm:ormnsc:v:66:y:2020:i:5:p:2040-2049. 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: Chris Asher (email available below). General contact details of provider: https://edirc.repec.org/data/inforea.html .

    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.