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移动行为健康辅导作为职业公共卫生的预防性干预措施:回顾性纵向研究

Mobile Behavioral Health Coaching as a Preventive Intervention for Occupational Public Health: Retrospective Longitudinal Study.

作者信息

Toh Sean Han Yang, Lee Sze Chi, Sündermann Oliver

机构信息

Intellect Private Limited Company, Singapore, Singapore.

出版信息

JMIR Form Res. 2023 Oct 20;7:e45678. doi: 10.2196/45678.

Abstract

BACKGROUND

Researchers have recently proposed that behavioral health coaching (BHC) is effective in promoting proactive care among employees. However, to qualify as a preventive workplace intervention, more research is needed to evaluate whether BHC can further elevate well-being among moderately mentally healthy employees.

OBJECTIVE

Using real-world data, this study evaluates the preliminary effectiveness of app-based BHC against a nonrandomized control group with open access to self-help tools in improving well-being (ie, mood levels and perceived stress). The study also explores the active ingredients of BHC and dose-response associations between the number of BHC sessions and well-being improvements.

METHODS

Employees residing across Asia-Pacific countries (N=1025; mean age 30.85, SD 6.97 y) who reported moderately positive mood and medium levels of perceived stress in their first week of using the mental health app Intellect were included in this study. Users who were given access by their organizations to Intellect's BHC services were assigned to the "Coaching" condition (512/1025, 49.95%; mean age 31.09, SD 6.87 y), whereas other employees remained as "Control" participants (513/1025, 50.05%; mean age 30.61, SD 7.06 y). To evaluate effectiveness, monthly scores from the validated mood and stress sliders were aggregated into a composite well-being score and further examined using repeated-measure conditional growth models. Postcoaching items on "Perceived Usefulness of the BHC session" and "Working Alliance with my Coach" were examined as active ingredients of BHC using 1-1-1 multilevel mediation models. Finally, 2-way repeated-measure mixed ANOVA models were conducted to examine dose-response effects on well-being improvements between groups (coaching and control) across time.

RESULTS

Growth curve analyses revealed significant time by group interaction effects for composite well-being, where "Coaching" users reported significantly greater improvements in well-being than "Control" participants across time (composite well-being: F=6.12; η=0.02; P=.01). Among "Coaching" participants, dependent-sample 2-tailed t tests revealed significant improvements in composite well-being from baseline to 11 months (t=1.98; Cohen d=0.17; P=.049). Improvements in "Usefulness of the BHC session" (β=.078, 95% Cl .043-.118; P<.001) and "Working Alliance" (β=.070, 95% Cl .037-.107; P<.001) fully mediated within-level well-being enhancements over time. Comparing against baseline or first month scores, significant time by group interactions were observed between the second and sixth months, with the largest effect size observed at the fifth month mark (first month vs fifth month: F=15.0; P<.001; η=0.051).

CONCLUSIONS

We found preliminary evidence that BHC is an effective preventive workplace intervention. Mobile-based coaching may be a convenient, cost-effective, and scalable means for organizations and governments to boost public mental health.

摘要

背景

研究人员最近提出,行为健康辅导(BHC)在促进员工积极主动就医方面是有效的。然而,要成为一种预防性的职场干预措施,还需要更多研究来评估BHC是否能进一步提升心理健康状况处于中等水平的员工的幸福感。

目的

本研究利用实际数据,评估基于应用程序的BHC相对于可免费使用自助工具的非随机对照组在改善幸福感(即情绪水平和感知压力)方面的初步效果。该研究还探讨了BHC的有效成分以及BHC课程数量与幸福感提升之间的剂量反应关系。

方法

本研究纳入了居住在亚太国家的员工(N = 1025;平均年龄30.85岁,标准差6.97岁),这些员工在使用心理健康应用程序Intellect的第一周报告情绪较为积极且感知压力处于中等水平。其所在组织允许使用Intellect的BHC服务的用户被分配到“辅导”组(512/1025,49.95%;平均年龄31.09岁,标准差6.87岁),而其他员工则作为“对照组”参与者(513/1025,50.05%;平均年龄30.61岁,标准差7.06岁)。为了评估效果,将经过验证的情绪和压力滑块的月度评分汇总为综合幸福感评分,并使用重复测量条件增长模型进行进一步分析。使用1-1-1多级中介模型,将辅导后关于“BHC课程的感知有用性”和“与我的教练的工作联盟”的项目作为BHC的有效成分进行分析。最后,进行双向重复测量混合方差分析模型,以检验不同组(辅导组和对照组)随时间推移对幸福感提升的剂量反应效应。

结果

增长曲线分析显示,综合幸福感存在显著的组间时间交互效应,“辅导”组用户在整个时间段内报告的幸福感提升显著高于“对照组”参与者(综合幸福感:F = 6.1z;η = 0.02;P = 0.01)。在“辅导”组参与者中,相关样本双尾t检验显示,从基线到11个月,综合幸福感有显著提升(t = 1.98;科恩d = 0.17;P = 0.049)。“BHC课程的有用性”(β = 0.078,95%置信区间0.043 - 0.118;P < 0.001)和“工作联盟”(β = 0.070,95%置信区间0.037 - 0.107;P < 0.001)随着时间的推移完全中介了幸福感在组内的提升。与基线或第一个月的评分相比,在第二个月和第六个月之间观察到显著的组间时间交互效应,在第五个月时效应量最大(第一个月与第五个月相比:F = 15.0;P < 0.001;η = 0.051)。

结论

我们发现初步证据表明BHC是一种有效的预防性职场干预措施。基于移动设备的辅导可能是组织和政府促进公众心理健康的一种便捷、经济高效且可扩展的方式。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d010/10625093/edce5ba0f4db/formative_v7i1e45678_fig1.jpg

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