Resko Stella M, Brown Suzanne, Mendoza Natasha S, Crosby Shantel, González-Prendes Antonio
a School of Social Work, Wayne State University , Detroit , Michigan , USA.
b Merrill Palmer Skillman Institute, Wayne State University , Detroit , Michigan , USA.
J Dual Diagn. 2016 Jul-Dec;12(3-4):271-281. doi: 10.1080/15504263.2016.1248309. Epub 2016 Oct 14.
Perception of need is a key factor that influences decisions to seek help and complete treatment for substance use and mental health problems. In the current study, we examine patterns of perceived treatment needs among women with co-occurring substance use disorders and posttraumatic stress disorder (PTSD) and explore how these patterns are associated with demographics, psychosocial variables, and treatment-related factors.
Secondary data analysis of the Women and Trauma Study from the National Institute on Drug Abuse's Clinical Trial Network was conducted. The sample included 353 women with co-occurring substance use disorders and PTSD (full or subthreshold) receiving outpatient substance abuse treatment. Latent class analysis was used to examine patterns of perceived treatment need and multinomial logistic regression was used to identify characteristics associated with these patterns.
The sample included women between the ages of 18 and 65 (mean = 39.2, SD = 9.3) and was 46% White, 34% African American, and 21% other races/ethnicities. A three-class model representing unique perceptions of treatment needs demonstrated the best fit (Bayesian information criterion = 2101.43; entropy = 0.76; average posterior probabilities ≤ 0.82). Class one reported elevated needs in multiple areas (38%), class two reported low needs (23%), and class three reported substance use and psychological needs (40%). Living with a substance abuser, depression symptoms, recent substance use, and treatment coercion were significantly associated with membership in class 2 (OR = .28, .84, .22, and 2.32, respectively). Other race, being married, depression symptoms, recent substance use, and criminal justice involvement were associated with membership in class 3 (OR = 2.32, 2.32, .94, .42, and 1.69, respectively). Number of treatment sessions attended was not significantly associated with class membership.
Results provide insight into how women with co-occurring PTSD and substance use disorders view their treatment needs. While some women reported high levels of self-identified need in other areas (e.g., physical health, employment/financial support, and family or social relationships), others did not identify as having any problems (including substance use or psychological problems). Level of severity and temporal aspects of problems may be significant factors that influence women's perceived need for treatment. This clinical trial is registered at www.clinicaltrials.gov as trial #NCT00078156.
需求认知是影响寻求帮助以及完成物质使用和心理健康问题治疗决策的关键因素。在本研究中,我们考察了同时患有物质使用障碍和创伤后应激障碍(PTSD)的女性对治疗需求的认知模式,并探讨这些模式如何与人口统计学、心理社会变量及治疗相关因素相关联。
对美国国立药物滥用研究所临床试验网络的女性与创伤研究进行二次数据分析。样本包括353名同时患有物质使用障碍和PTSD(完全或亚阈值)且正在接受门诊药物滥用治疗的女性。采用潜在类别分析来考察治疗需求认知模式,并使用多项逻辑回归来确定与这些模式相关的特征。
样本包括年龄在18至65岁之间的女性(平均年龄 = 39.2,标准差 = 9.3),其中46%为白人,34%为非裔美国人,21%为其他种族/族裔。一个代表对治疗需求独特认知的三类模型显示拟合度最佳(贝叶斯信息准则 = 2101.43;熵 = 0.76;平均后验概率≤0.82)。第一类报告在多个领域需求较高(38%),第二类报告需求较低(23%),第三类报告有物质使用和心理需求(40%)。与物质滥用者共同生活、抑郁症状、近期物质使用以及治疗强制与第2类成员身份显著相关(比值比分别为0.28、0.84、0.22和2.32)。其他种族、已婚、抑郁症状、近期物质使用以及涉及刑事司法与第3类成员身份相关(比值比分别为2.32、2.32、0.94、0.42和1.69)。参加治疗的疗程数与类别成员身份无显著关联。
研究结果为同时患有PTSD和物质使用障碍的女性如何看待其治疗需求提供了见解。虽然一些女性报告在其他领域(如身体健康、就业/经济支持以及家庭或社会关系)有较高的自我认知需求,但其他女性则认为自己没有任何问题(包括物质使用或心理问题)。问题的严重程度和时间方面可能是影响女性对治疗需求认知的重要因素。本临床试验已在www.clinicaltrials.gov上注册,试验编号为#NCT00078156。