Discussion paper

DP10363 A Structural Model of the Retail Market for Illicit Drugs

We estimate a model of illicit drugs markets using data on purchases of crack cocaine.
Buyers are searching for high-quality drugs, but they determine drugs? quality (i.e., their
purity) only after consuming them. Hence, sellers can rip off first-time buyers or can offer
higher-quality drugs to induce buyers to purchase from them again. In equilibrium, a
distribution of qualities persists. The estimated model implies that sellers? moral hazard
reduces the average purity of drugs by approximately 20 percent and increases its dispersion
more than fourfold. Moreover, increasing penalties may increase the purity and affordability
of the drugs traded because doing so increases sellers? relative profitability of targeting loyal
buyers versus first-time buyers.


Gavazza, A and M Galenianos (2015), ‘DP10363 A Structural Model of the Retail Market for Illicit Drugs‘, CEPR Discussion Paper No. 10363. CEPR Press, Paris & London. https://cepr.org/publications/dp10363