Smithson Michael, McFadden Michael, Mwesigye Sue-Ellen, Casey Tony
School of Psychology, The Australian National University, Canberra, Australia.
Addiction. 2004 Mar;99(3):340-8. doi: 10.1046/j.1360-0443.2003.00603.x.
We seek to establish whether a substantial decline in the supply of heroin, as measured by indicators such as drug purity, is related to changes in drug-related health indicators such as ambulance callouts to heroin overdoses and numbers participating in methadone treatment programmes, and to changes in levels of property crime. The guiding hypothesis is that reduced supply will result in positive health and social outcomes.
Standard time-series methods are employed to analyse official data from local law-enforcement and heroin supply indicators and several health and social outcome indicators within the Australian Capital Territory (ACT), spanning the late 1990s to early 2002. Autoregressive moving average (ARMA) models are estimated to remove autocorrelation from these series. Cross-correlation and autoregression models are then employed to identify the best predictive models.
When autocorrelation has been removed, a reduction in heroin purity predicts a large decline in heroin-related ambulance callouts and an increase in methadone treatment programme enrolments. There is little evidence of an increase in negative outcomes due to heroin users switching to other drugs. A reduction in purity also predicts declines in robbery and burglary but not in theft.
The overall evidence indicates modest links between the declines in heroin supply and increases in positive health outcomes and decreases in crime, as predicted by a simple economic model. Due to the shortness of some of the series and consequent limitations in statistical power, these conclusions should be regarded as tentative.
我们试图确定,以毒品纯度等指标衡量的海洛因供应大幅下降,是否与毒品相关健康指标的变化(如因海洛因过量服用而呼叫救护车的次数以及参与美沙酮治疗项目的人数)以及财产犯罪水平的变化有关。指导性假设是供应减少将带来积极的健康和社会成果。
采用标准时间序列方法,分析澳大利亚首都地区(ACT)从20世纪90年代末到2002年初的当地执法部门官方数据、海洛因供应指标以及若干健康和社会成果指标。估计自回归移动平均(ARMA)模型以消除这些序列中的自相关性。然后使用交叉相关性和自回归模型来确定最佳预测模型。
去除自相关性后,海洛因纯度的降低预示着与海洛因相关的救护车呼叫次数大幅下降以及美沙酮治疗项目登记人数增加。几乎没有证据表明海洛因使用者转向其他毒品会导致负面结果增加。纯度降低还预示着抢劫和入室盗窃案件减少,但盗窃案件没有减少。
总体证据表明,正如一个简单经济模型所预测的那样,海洛因供应下降与积极健康成果增加以及犯罪减少之间存在适度关联。由于部分序列较短以及由此导致的统计效力受限,这些结论应被视为初步结论。