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基于手机的生活技能培训方案在预防青少年物质使用中的应用:整群随机对照试验

A Mobile Phone-Based Life-Skills Training Program for Substance Use Prevention Among Adolescents: Cluster-Randomized Controlled Trial.

机构信息

Swiss Research Institute for Public Health and Addiction at Zurich University, Zurich, Switzerland.

出版信息

JMIR Mhealth Uhealth. 2021 Jul 13;9(7):e26951. doi: 10.2196/26951.

Abstract

BACKGROUND

Life skills are abilities for adaptive and positive behavior that enable individuals to deal effectively with the demands and challenges of everyday life. Life-skills training programs conducted within the school curriculum are effective in preventing the onset and escalation of substance use among adolescents. However, their dissemination is impeded due to their large resource requirements. Life-skills training provided via mobile phones may provide a more economic and scalable approach.

OBJECTIVE

The goal of this study was to test the appropriateness (ie, acceptance, use, and evaluation) and short-term efficacy of a mobile phone-based life-skills training program to prevent substance use among adolescents within a controlled trial.

METHODS

The study design was a two-arm, parallel-group, cluster-randomized controlled trial with assessments at baseline and follow-up assessments after 6 and 18 months. This report includes outcomes measured up to the 6-month follow-up. The efficacy of the intervention was tested in comparison to an assessment-only control group. The automated intervention program SmartCoach included online feedback and individually tailored text messages provided over 22 weeks. The contents were based on social cognitive theory and addressed self-management skills, social skills, and substance use resistance skills. Linear mixed models and generalized linear mixed models, as well as logistic or linear regressions, were used to investigate changes between baseline and 6-month follow-up in the following outcomes: 30-day prevalence rates of problem drinking, tobacco use, and cannabis use as well as quantity of alcohol use, quantity of cigarettes smoked, cannabis use days, perceived stress, well-being, and social skills.

RESULTS

A total of 1759 students from 89 Swiss secondary and upper secondary school classes were invited to participate in the study. Of these, 1473 (83.7%) students participated in the study; the mean age was 15.4 years (SD 1.0) and 55.2% (813/1473) were female. Follow-up assessments at 6 months were completed by 1233 (83.7%) study participants. On average, program participants responded to half (23.6 out of 50) of the prompted activities. Program evaluations underlined its appropriateness for the target group of secondary school students, with the majority rating the program as helpful and individually tailored. The results concerning the initial effectiveness of this program based on 6-month follow-up data are promising, with three of nine outcomes of the intention-to-treat analyses showing beneficial developments of statistical significance (ie, quantity of alcohol use, quantity of tobacco use, and perceived stress; P<.05) and another three outcomes (ie, problem drinking prevalence, cannabis use days, and social skills) showing beneficial developments of borderline significance (P<.10).

CONCLUSIONS

The results showed good acceptance of this intervention program that could be easily and economically implemented in school classes. Initial results on program efficacy indicate that it might be effective in both preventing or reducing substance use and fostering life skills; however, data from the final 18-month follow-up assessments will be more conclusive.

TRIAL REGISTRATION

ISRCTN Registry ISRCTN41347061; https://doi.org/10.1186/ISRCTN41347061.

摘要

背景

生活技能是适应和积极行为的能力,使个体能够有效地应对日常生活中的需求和挑战。在学校课程中开展的生活技能培训项目可有效预防青少年物质使用的发生和升级。然而,由于其资源需求较大,其推广受到阻碍。通过手机提供的生活技能培训可能提供一种更经济、更具扩展性的方法。

目的

本研究旨在通过一项对照试验,检验基于手机的生活技能培训方案在预防青少年物质使用方面的适宜性(即接受度、使用度和评估)和短期效果。

方法

研究设计为 2 臂、平行组、整群随机对照试验,在基线和 6 个月及 18 个月的随访时进行评估。本报告包含截至 6 个月随访时的结果。干预措施的疗效与仅评估对照组进行比较。自动化干预方案 SmartCoach 包括在线反馈和根据社会认知理论提供的个性化定制短信,在 22 周内提供。内容涵盖自我管理技能、社交技能和抵制物质使用技能。使用线性混合模型和广义线性混合模型以及逻辑或线性回归,分析以下结果在基线和 6 个月随访时的变化:30 天内酗酒、吸烟和大麻使用的流行率以及饮酒量、吸烟量、大麻使用天数、感知压力、幸福感和社交技能。

结果

共邀请了 1759 名来自瑞士 89 所中学和高中的学生参加研究。其中,1473 名(83.7%)学生参加了研究;平均年龄为 15.4 岁(SD 1.0),55.2%(813/1473)为女性。有 1233 名(83.7%)研究参与者完成了 6 个月的随访评估。平均而言,项目参与者对 50 个提示活动中的一半(23.6 个)做出了回应。项目评估强调了其对中学生目标群体的适宜性,大多数参与者认为该项目有用且个性化。基于 6 个月随访数据的该项目初始有效性的结果令人鼓舞,意向治疗分析的 9 项结果中有 3 项(即饮酒量、吸烟量和感知压力)显示出具有统计学意义的有益发展(P<.05),另外 3 项(即酗酒流行率、大麻使用天数和社交技能)显示出具有边缘意义的有益发展(P<.10)。

结论

结果表明,该干预方案的接受度良好,易于在课堂上实施,具有成本效益。初步的方案效果数据表明,它可能在预防或减少物质使用和培养生活技能方面都有效;然而,最终 18 个月的随访评估数据将更具结论性。

试验注册

ISRCTN 注册 ISRCTN41347061;https://doi.org/10.1186/ISRCTN41347061。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f813/8317035/e4fba790f46a/mhealth_v9i7e26951_fig1.jpg

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