Balsa Ana I, Homer Jenny F, French Michael T, Weisner Constance M
Health Economics Research Group, Department of Sociology, University of Miami, 5202 University Drive, Coral Gables, FL 33124-0719, USA.
J Behav Health Serv Res. 2009 Jan;36(1):75-95. doi: 10.1007/s11414-007-9095-x. Epub 2007 Dec 7.
Although the primary outcome of interest in clinical evaluations of addiction treatment programs is usually abstinence, participation in these programs can have a wide range of consequences. This study evaluated the effects of treatment initiation on substance use, school attendance, employment, and involvement in criminal activity at 12 months post-admission for 419 adolescents (aged 12 to 18) enrolled in chemical dependency recovery programs in a large managed care health plan. Instrumental variables estimation methods were used to account for unobserved selection into treatment by jointly modeling the likelihood of participation in treatment and the odds of attaining a certain outcome or level of an outcome. Treatment initiation significantly increased the likelihood of attending school, promoted abstinence, and decreased the probability of adolescent employment, but it did not significantly affect participation in criminal activity at the 12-month follow-up. These findings highlight the need to address selection in a non-experimental study and demonstrate the importance of considering multiple outcomes when assessing the effectiveness of adolescent treatment.
尽管成瘾治疗项目临床评估中主要关注的结果通常是戒断,但参与这些项目可能会产生广泛的后果。本研究评估了治疗开始对419名(年龄在12至18岁之间)参加大型管理式医疗健康计划中化学依赖康复项目的青少年入院后12个月时药物使用、上学出勤率、就业及参与犯罪活动情况的影响。采用工具变量估计方法,通过联合对参与治疗的可能性以及达到特定结果或结果水平的几率进行建模,来考虑未观察到的治疗选择因素。治疗开始显著增加了上学的可能性,促进了戒断,并降低了青少年就业的概率,但在12个月随访时对参与犯罪活动没有显著影响。这些发现凸显了在非实验性研究中处理选择因素的必要性,并证明了在评估青少年治疗效果时考虑多个结果的重要性。