de Andrés-Sánchez Jorge, Valls-Fonayet Francesc, Sánchez-Aragón Anna, Pastor-Gosálbez Inma, Belzunegui-Eraso Angel
Social & Business Research Laboratory, Rovira i Virgili University, Av. Catalunya, 35, 43002 Tarragona, Spain.
School of Nursing, Rovira i Virgili University, Av. Catalunya, 35, 43002 Tarragona, Spain.
AIMS Public Health. 2024 Jun 18;11(3):773-802. doi: 10.3934/publichealth.2024039. eCollection 2024.
Substance use among adolescents is a public health problem, and the simultaneous use of multiple substances aggravates this problem. Although the facilitators of specific substance use in adolescents have been widely investigated, polydrug use is a less common topic. Likewise, the role that the origin of the information available to adolescents regarding substance use plays in relation to polydrug use is practically unexplored.
This work analyzed the relevance of the origin of the information sources available to adolescents regarding substance use, among which we distinguished those that were monitored (or supervised) by public agencies from those that were unmonitored (or unsupervised) in the consumption of more than one substance. As control variables, we considered three individual factors and four environmental factors. The relevance of these sources was analysed from a dual perspective: on the one hand, their statistical relevance was measured, and on the other hand, how they combined with the control variables was analysed to identify risk and risk-free profiles in substance poly-drug use.
This paper utilized a sample of = 573 adolescents aged ≥17 years. This sample was collected from a survey administered in the spring of 2023. We examined the impact of unmonitored information sources (peers, siblings, and the Internet) and supervised sources (school, parents, and media) on the combined consumption of alcohol, tobacco, and cannabis. Additionally, we took three individual factors (gender, early onset of alcohol, and tobacco use) and four environmental factors (parental control, alcohol, tobacco, and cannabis use among peers) into account as control variables. Initially, we conducted a regression analysis to adjust for the impact of these factors on polydrug use. Subsequently, we employed a fuzzy set qualitative analysis (fsQCA) to investigate how predictor factors combined with the formation of adolescent profiles associated with polydrug consumption and nonconsumption.
Unmonitored information sources were associated with a greater incidence of poly consumption, with ORs of 1.703 and p values of 0.004. However, the protective effects of regulated information sources remained ambiguous. Among the variables positively linked with of polydrug use, are female sex ( = 1.329, = 0.0076), early alcohol consumption ( = 4.680, < 0.0001), and early tobacco consumption ( = 3.242, < 0.001) were the most important. Peer drinking ( = 1.556, = 0.0187) and peer cannabis use ( = 1.351, = 0.0226) were also significantly correlated. The use of the fsQCA made it possible to identify the profiles of adolescents associated to polysubstance use and non-use. The conditions of the configurations that explained use were characterized by an early onset of the joint consumption of tobacco and alcohol. The profile of non-consuming adolescents is that of adolescents whose peers do not use tobacco or cannabis and who have parental control and monitored sources.
青少年物质使用是一个公共卫生问题,同时使用多种物质会加剧这一问题。尽管青少年特定物质使用的促进因素已得到广泛研究,但多药使用是一个较少被探讨的话题。同样,青少年可获取的关于物质使用信息的来源在多药使用方面所起的作用实际上尚未得到探索。
本研究分析了青少年可获取的关于物质使用信息来源的相关性,其中我们区分了在一种以上物质消费中受公共机构监测(或监督)的信息来源和未受监测(或未监督)的信息来源。作为控制变量,我们考虑了三个个体因素和四个环境因素。从两个角度分析了这些来源的相关性:一方面,测量它们的统计相关性,另一方面,分析它们如何与控制变量相结合,以识别多药使用中的风险和无风险特征。
本文使用了一个由573名年龄≥17岁青少年组成的样本。该样本取自2023年春季进行的一项调查。我们研究了未受监测的信息来源(同龄人、兄弟姐妹和互联网)和受监督的信息来源(学校、父母和媒体)对酒精、烟草和大麻联合消费的影响。此外,我们将三个个体因素(性别、酒精和烟草使用的早期开始)和四个环境因素(父母控制、同龄人中的酒精、烟草和大麻使用)作为控制变量。最初,我们进行了回归分析,以调整这些因素对多药使用的影响。随后,我们采用模糊集定性分析(fsQCA)来研究预测因素如何与与多药消费和不消费相关的青少年特征的形成相结合。
未受监测的信息来源与多物质消费的更高发生率相关,优势比为1.703,p值为0.004。然而,受监管信息来源的保护作用仍不明确。在与多药使用呈正相关的变量中,女性(优势比 = 1.329,p = 0.0076)、早期饮酒(优势比 = 4.680,p < 0.0001)和早期吸烟(优势比 = 3.242,p < 0.001)是最重要的。同龄人饮酒(优势比 = 1.556,p = 0.0187)和同龄人使用大麻(优势比 = 1.351,p = 0.0226)也显著相关。使用fsQCA能够识别与多物质使用和不使用相关的青少年特征。解释使用情况的构型条件的特点是烟草和酒精联合消费的早期开始。不消费青少年的特征是其同龄人不使用烟草或大麻且有父母控制和受监测信息来源的青少年。