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Is cannabis a gateway to hard drugs?

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  • Hans Olav Melberg
  • Anne Line Bretteville-Jensen
  • Andrew M. Jones

Abstract

The gateway hypothesis proposes that cannabis use increases the risk of starting to consume hard drugs. We test this controversial, but influential, hypothesis on a sample of cannabis users employing a unique set of drug prices. A flexible approach is developed to identify the causal gateway effect using a bivariate survival model with shared frailty estimated using a latent class approach. The model suggests two distinct groups; a smaller group of “troubled youths” for whom there is a statistically significant gateway effect that doubles the hazard of starting to use hard drugs and a larger fraction of “most youths” where previous cannabis use has little impact.

Suggested Citation

  • Hans Olav Melberg & Anne Line Bretteville-Jensen & Andrew M. Jones, 2007. "Is cannabis a gateway to hard drugs?," Health, Econometrics and Data Group (HEDG) Working Papers 07/01, HEDG, c/o Department of Economics, University of York.
  • Handle: RePEc:yor:hectdg:07/01
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    1. Anne Line Bretteville‐Jensen & Erik Biørn, 2003. "Heroin Consumption, Prices and Addiction: Evidence from Self‐reported Panel Data," Scandinavian Journal of Economics, Wiley Blackwell, vol. 105(4), pages 661-679, December.
    2. Jenkins, Stephen P, 1995. "Easy Estimation Methods for Discrete-Time Duration Models," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 57(1), pages 129-138, February.
    3. Heckman, James J. & Navarro, Salvador, 2007. "Dynamic discrete choice and dynamic treatment effects," Journal of Econometrics, Elsevier, vol. 136(2), pages 341-396, February.
    4. Beenstock, Michael & Rahav, Giora, 2002. "Testing Gateway Theory: do cigarette prices affect illicit drug use?," Journal of Health Economics, Elsevier, vol. 21(4), pages 679-698, July.
    5. Bretteville-Jensen Anne L & Melberg Hans O & Jones Andrew M, 2008. "Sequential Patterns of Drug Use Initiation - Can We Believe In the Gateway Theory?," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 8(2), pages 1-31, January.
    6. Pacula, Rosalie Liccardo, 1998. "Does increasing the beer tax reduce marijuana consumption?," Journal of Health Economics, Elsevier, vol. 17(5), pages 557-585, October.
    7. Deb, Partha & Trivedi, Pravin K, 1997. "Demand for Medical Care by the Elderly: A Finite Mixture Approach," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 12(3), pages 313-336, May-June.
    8. Stephen Pudney, 2003. "The Road to Ruin? Sequences of Initiation to Drugs and Crime in Britain," Economic Journal, Royal Economic Society, vol. 113(486), pages 182-198, March.
    9. J. Williams, 2004. "The effects of price and policy on marijuana use: what can be learned from the Australian experience?," Health Economics, John Wiley & Sons, Ltd., vol. 13(2), pages 123-137, February.
    10. Gaure, Simen & Roed, Knut & Zhang, Tao, 2007. "Time and causality: A Monte Carlo assessment of the timing-of-events approach," Journal of Econometrics, Elsevier, vol. 141(2), pages 1159-1195, December.
    11. Jeffrey DeSimone, 1998. "Is Marijuana a Gateway Drug?," Eastern Economic Journal, Eastern Economic Association, vol. 24(2), pages 149-164, Spring.
    12. Jaap H. Abbring & Gerard J. van den Berg, 2003. "The Nonparametric Identification of Treatment Effects in Duration Models," Econometrica, Econometric Society, vol. 71(5), pages 1491-1517, September.
    13. Yamaguchi, K. & Kandel, D.B., 1984. "Patterns of drug use from adolescence to young adulthood: III. Predictors of progression," American Journal of Public Health, American Public Health Association, vol. 74(7), pages 673-681.
    14. Yamaguchi, K. & Kandel, D.B., 1984. "Patterns of drug use from adolescence to young adulthood: II. Sequences of progression," American Journal of Public Health, American Public Health Association, vol. 74(7), pages 668-672.
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    Cited by:

    1. Bruce Headey & Ruud Muffels, 2016. "Towards a Theory of Life Satisfaction: Accounting for Stability, Change and Volatility in 25-Year Life Trajectories in Germany," SOEPpapers on Multidisciplinary Panel Data Research 864, DIW Berlin, The German Socio-Economic Panel (SOEP).
    2. Anne Line Bretteville‐Jensen & Liana Jacobi, 2011. "Climbing the drug staircase: a Bayesian analysis of the initiation of hard drug use," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 26(7), pages 1157-1186, November.
    3. Luca Stella, 2017. "Living arrangements in Europe: whether and why paternal retirement matters," Review of Economics of the Household, Springer, vol. 15(2), pages 497-525, June.
    4. Yu-Wei Luke Chu, 2015. "Do Medical Marijuana Laws Increase Hard-Drug Use?," Journal of Law and Economics, University of Chicago Press, vol. 58(2), pages 481-517.
    5. Kelly, Elaine & Rasul, Imran, 2014. "Policing cannabis and drug related hospital admissions: Evidence from administrative records," Journal of Public Economics, Elsevier, vol. 112(C), pages 89-114.
    6. Ayllón, Sara & Ferreira-Batista, Natalia N., 2018. "Unemployment, drugs and attitudes among European youth," Journal of Health Economics, Elsevier, vol. 57(C), pages 236-248.
    7. Johansson, Per & Lee, Myoung-jae, 2016. "On Nonparametric Identification of Treatment Effects in Duration Models," IZA Discussion Papers 10247, Institute of Labor Economics (IZA).
    8. Bruijn, L. Michelle & Ribas, Rafael P., 2022. "“No drugs in my back yard:” The ambivalent reception of cannabis retailers," Journal of Economic Behavior & Organization, Elsevier, vol. 199(C), pages 103-121.

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    More about this item

    JEL classification:

    • C72 - Mathematical and Quantitative Methods - - Game Theory and Bargaining Theory - - - Noncooperative Games
    • D82 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Asymmetric and Private Information; Mechanism Design
    • L14 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Transactional Relationships; Contracts and Reputation

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