title: Estimated probability of becoming a case of drug dependence in relation to duration of drug-taking experience: a functional analysis approach.
abstract: Measured as elapsed time from first use to dependence syndrome onset, the estimated "induction interval" for cocaine is thought to be short relative to the cannabis interval, but little is known about risk of becoming dependent during first months after onset of use. Virtually all published estimates for this facet of drug dependence epidemiology are from life histories elicited years after first use. To improve estimation, we turn to new month-wise data from nationally representative samples of newly incident drug users identified via probability sampling and confidential computer-assisted self-interviews for the United States National Surveys on Drug Use and Health, 2004-2013. Standardized modules assessed first and most recent use, and dependence syndromes, for each drug subtype. A four-parameter Hill function depicts the drug dependence transition for subgroups defined by units of elapsed time from first to most recent use, with an expectation of greater cocaine dependence transitions for cocaine versus cannabis. This study's novel estimates for cocaine users one month after first use show 2-4% with cocaine dependence; 12-17% are dependent when use has persisted. Corresponding cannabis estimates are 0-1% after one month, but 10-23% when use persists. Duration or persistence of cannabis smoking beyond an initial interval of a few months of use seems to be a signal of noteworthy risk for, or co-occurrence of, rapid-onset cannabis dependence, not too distant from cocaine estimates, when we sort newly incident users into subgroups defined by elapsed time from first to most recent use. Copyright © 2016 John Wiley & Sons, Ltd.
authors.affiliation: Department of Epidemiology and Biostatistics, College of Human Medicine, Michigan State University, East Lansing, MI, USA.|Department of Biostatistics, College of Public Health, University of Kentucky, Lexington, KY, USA.
authors.forename: Olga A
authors.initials: OA
authors.lastname: Vsevolozhskaya
authors.affiliation: Department of Epidemiology and Biostatistics, College of Human Medicine, Michigan State University, East Lansing, MI, USA.
authors.forename: James C
authors.initials: JC
authors.lastname: Anthony
mesh_terms: D000293:Adolescent; D000328:Adult; D000368:Aged; D002648:Child; D019970:Cocaine-Related Disorders; D005260:Female; D006306:Health Surveys; D006801:Humans; D015994:Incidence; D008297:Male; D002189:Marijuana Abuse; D008875:Middle Aged; D011336:Probability; D012189:Retrospective Studies; D019966:Substance-Related Disorders / Q000453:epidemiology* / Q000523:psychology*; D014481:United States / Q000453:epidemiology; D055815:Young Adult
keywords: Hill function; cannabis dependence; cocaine dependence