2009
DOI: 10.1080/00036840701522853
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Participation in marijuana, cocaine and heroin consumption in Australia: a multivariate probit approach

Abstract: This article investigates factors affecting the participation in marijuana, cocaine and heroin using micro-unit data from an Australian national survey on recreational drugs. Accounting for cross-drug correlation potentially induced by unobserved personal characteristics such as individual tastes and addictive personalities, we estimate a trivariate probit model, where the participation decisions are jointly modelled as a system with correlated error terms. The estimated correlation coefficients are significan… Show more

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Cited by 20 publications
(31 citation statements)
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“…However, empirical evidence is mixed, with some papers nding that consumption of marijuana causally increases the demand for other drugs (e.g. DeSimone, 1998;Ramful and Zhao, 2009), while others nd no eect (e.g. Van Ours, 2003;Morral et al, 2002;Chu, 2013), and some even indicating that marijuana is a substitute to the consumption of other drugs(e.g.…”
Section: Related Literaturementioning
confidence: 99%
See 1 more Smart Citation
“…However, empirical evidence is mixed, with some papers nding that consumption of marijuana causally increases the demand for other drugs (e.g. DeSimone, 1998;Ramful and Zhao, 2009), while others nd no eect (e.g. Van Ours, 2003;Morral et al, 2002;Chu, 2013), and some even indicating that marijuana is a substitute to the consumption of other drugs(e.g.…”
Section: Related Literaturementioning
confidence: 99%
“…Price data also indicates that MML has had a negative impact on Mexican DTOs. The quality-adjusted price of marijuana has decreased by 6 percent in the period 2009(UNODC, 2014. However, to our knowledge a statistical analysis linking MML to criminal activity of Mexican DTOs within the US is still lacking.…”
Section: Introductionmentioning
confidence: 99%
“…Other studies are able to look at selective subgroups of users. For example, Ramful and Zhao (2009) find that marijuana prices are significantly associated with the probability of using marijuana for individuals who also use cocaine and heroin, not for the unconditional sample of marijuana users. It is possible that this represents compositional effects of the population that reports having used marijuana in the previous year (which is what they estimate).…”
mentioning
confidence: 99%
“…A rather extensive international literature also exists examining the effects of various aspects of the full price of marijuana on prevalence rates (Ramful and Zhao, 2009;Williams 2004;Williams and Mahmoudi, 2004;Zhao and Harris, 2004;Clements and Daryal, 2003;Cameron and Williams, 2001), although relatively few explicitly examine use rates among youth (age <=18). This makes it difficult to compare findings from this literature for youth in particular, so we review most of these studies later when discussing findings from the general using population.…”
mentioning
confidence: 99%
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