Quireyns Maarten, Van Wichelen Natan, Boogaerts Tim, Surmont Tim, Cunningham Andrew, Matias João, Gys Celine, Covaci Adrian, van Nuijs Alexander L N
Toxicological Centre, University of Antwerp, Universiteitsplein 1, 2610 Antwerp, Belgium.
European Union Drugs Agency (EUDA), Praça Europa 1, Cais do Sodré, 1249-289 Lisbon, Portugal.
Int J Drug Policy. 2025 May;139:104771. doi: 10.1016/j.drugpo.2025.104771. Epub 2025 Mar 13.
Estimating the retail drug market size is complex due to its clandestine nature, yet useful for intervention and policy planning. Wastewater-based epidemiology (WBE) offers an alternative strategy to estimate population-wide consumption trends by analysing influent wastewater, avoiding self-reporting biases associated with other estimation techniques, e.g., consumption or expenditure-based models. This study evaluates the applicability of WBE for drug market size estimation.
Using WBE data the drug market situation of amphetamine, cocaine, MDMA, and methamphetamine is estimated in European cities (n=75) through combination with price/purity information (Statistical Bulletin) published by the European Union Drugs Agency. Market sizes were estimated at three levels: (L1) pure drug quantities, (L2) adulterated retail drugs quantities, and (L3) market value. Furthermore, yearly consumption estimates from the commonly applied consecutive seven-day sampling is compared to a randomised stratified sampling approach in Brussels, Belgium.
Challenges include the availability and accuracy of price and purity data, which complicates cross-country comparisons and hinders the higher-levels calculations. Due to missing data, the market value (L3) could only be calculated for a limited number of cities, i.e., 39% (amphetamine), 39% (cocaine), 1% (MDMA), and 23% (methamphetamine). Furthermore, statistically significant differences were shown for amphetamine (up to 139% measurement error) and methamphetamine (up to 58% measurement error) between both sampling approaches.
Particularly at city level, WBE can complement traditional market size estimations, but significant uncertainties remain. Future research should expand one-week consecutive sampling to a randomised stratified sampling approach tailored to drug and location.
由于零售药品市场的隐秘性,估算其规模较为复杂,但这对干预措施和政策规划很有用。基于废水的流行病学(WBE)提供了一种替代策略,通过分析污水进水来估算全人群的消费趋势,避免了与其他估算技术(如基于消费或支出的模型)相关的自我报告偏差。本研究评估了WBE在估算药品市场规模方面的适用性。
利用WBE数据,并结合欧盟毒品局发布的价格/纯度信息(统计公报),对欧洲75个城市的安非他明、可卡因、摇头丸和甲基苯丙胺的药品市场情况进行估算。市场规模从三个层面进行估算:(L1)纯药品数量,(L2)掺假零售药品数量,以及(L3)市场价值。此外,还将比利时布鲁塞尔常用的连续七天抽样得出的年度消费估算与随机分层抽样方法进行了比较。
挑战包括价格和纯度数据的可得性与准确性,这使得跨国比较变得复杂,并阻碍了更高层面的计算。由于数据缺失,仅能为有限数量的城市计算市场价值(L3),即安非他明为39%、可卡因为39%、摇头丸为1%、甲基苯丙胺为23%。此外,两种抽样方法在安非他明(测量误差高达139%)和甲基苯丙胺(测量误差高达58%)方面显示出统计学上的显著差异。
特别是在城市层面,WBE可以补充传统的市场规模估算,但仍存在重大不确定性。未来的研究应将连续一周的抽样扩展为针对药品和地点量身定制的随机分层抽样方法。