Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, Virginia.
Department of Psychiatry, Virginia Commonwealth University, Richmond, Virginia.
J Stud Alcohol Drugs. 2023 Mar;84(2):185-197. doi: 10.15288/jsad.22-00156. Epub 2022 Sep 12.
We sought to clarify the causal nature of the bidirectional associations in adulthood between substance use disorder (SUD) and psychosocial dysfunction (PSD).
As assessed from National Swedish registers, SUD is measured by alcohol use disorder (AUD) and drug use disorder (DUD) and PSD by unemployment (UN), low income (LI), and high community deprivation (HCD). A cross-lagged structural equation model from ages 31 to 48 is applied to the native Swedish population born 1960-1980 and residing in Sweden at age 29 followed through 2017 ( = 2,283,330), excluding individuals with prior SUD and PSD.
All models fitted well. Focusing on the cross-lagged paths, across sexes, substances, and forms of PSD, parameter estimates for the SUD to PSD paths consistently exceeded those for the parallel PSD to SUD paths. SUD to PSD paths were nearly all statistically significant. Although the UN to SUD and LI to SUD paths were usually significant, most HCD to SUD paths were not. The differences between the UN to SUD and SUD to UN paths grew larger with increasing age, whereas the opposite pattern was seen for the HCD to SUD and SUD to HCD paths.
Across sexes, forms of SUD, and dimensions of PSD, in a fully parametrized and good-fitting cross-lagged model of middle adult life, a diagnosis of SUD consistently predicted future PSD whereas PSD often but not always predicted future SUD. The SUD to PSD paths were consistently larger than the parallel PSD to SUD paths. Our results suggest a bidirectional causal relationship between SUD and PSD across adulthood, driven largely, but not entirely, by the negative effects of SUD on future psychosocial functioning.
我们旨在阐明成年期物质使用障碍(SUD)与心理社会功能障碍(PSD)之间双向关联的因果性质。
根据瑞典国家登记处的数据,SUD 通过酒精使用障碍(AUD)和药物使用障碍(DUD)来衡量,PSD 通过失业(UN)、低收入(LI)和高社区贫困(HCD)来衡量。从 31 岁到 48 岁,我们应用交叉滞后结构方程模型对出生于 1960-1980 年、29 岁时居住在瑞典的瑞典本土人群进行了分析(=2283330 人),其中不包括有既往 SUD 和 PSD 的个体。
所有模型拟合都很好。关注交叉滞后路径,跨性别、物质和 PSD 形式,SUD 到 PSD 路径的参数估计值始终超过平行 PSD 到 SUD 路径的参数估计值。SUD 到 PSD 路径几乎全部具有统计学意义。虽然 UN 到 SUD 和 LI 到 SUD 路径通常具有统计学意义,但大多数 HCD 到 SUD 路径则不然。随着年龄的增长,UN 到 SUD 和 SUD 到 UN 路径之间的差异逐渐增大,而 HCD 到 SUD 和 SUD 到 HCD 路径的差异则相反。
在完全参数化且拟合良好的中年生活交叉滞后模型中,跨性别、SUD 形式和 PSD 维度,SUD 的诊断一致预测未来的 PSD,而 PSD 则经常但并非总是预测未来的 SUD。SUD 到 PSD 路径始终大于平行 PSD 到 SUD 路径。我们的结果表明,成年期 SUD 与 PSD 之间存在双向因果关系,这主要归因于 SUD 对未来心理社会功能的负面影响,但并非完全如此。