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一种适用于南非工作场所的简明职业心理健康筛查工具。

A Concise Occupational Mental Health Screening Tool for South African Workplaces.

作者信息

Van Wijk Charles H, Martin Jarred H, Meintjes W A J

机构信息

Institute for Maritime Medicine, Simon's Town, South Africa.

Division of Health Systems and Public Health, Department of Global Health, Faculty of Medicine and Health Sciences, Stellenbosch University, Stellenbosch, South Africa.

出版信息

Front Psychol. 2022 May 30;13:895137. doi: 10.3389/fpsyg.2022.895137. eCollection 2022.

Abstract

Mental health in the workplace is becoming of ever greater importance. General occupational health surveillance programmes are already in widespread use, with established referral systems for treatment and rehabilitation, and the same mechanisms could be expanded to include mental health screening and intervention. This study aimed to develop a concise composite mental health screening tool, based on analysis of existing data, for application in routine occupational health surveillance in South Africa. Data from workplace occupational health surveillance programs from 2,303 participants were analysed. Participants completed a number of questions/scaled items collated into a survey format, and partook in an interview with a psychologist. The data was analysed using frequency of positive self-reports, Chi square to calculate associations with outcomes, Receiver Operator Characteristic curve analysis to explore predictive ability, and binomial logistic regression to calculate the relative contribution of markers to outcomes. An exploratory factor analysis was further conducted on identified items. A general workplace model with 14 markers (and a maritime workplace model with 17 markers) were identified. The factor analysis suggested their organisation into five domains (similar for both models), namely neurocognitive health, common mental disorders, history of adaptation in occupational specific contexts, family-work interface, and stress overload. The study's data-driven approach proposed a concise composite screener with less than 50 items, comprising five domains. This tool appears useful in identifying employees at risk for workplace injuries or poor mental health outcomes, and could be applied to related workplace settings in South Africa.

摘要

工作场所的心理健康正变得愈发重要。一般职业健康监测项目已广泛应用,并设有既定的治疗和康复转诊系统,同样的机制可以扩展到包括心理健康筛查和干预。本研究旨在基于对现有数据的分析,开发一种简洁的综合心理健康筛查工具,用于南非的常规职业健康监测。对来自2303名参与者的工作场所职业健康监测项目数据进行了分析。参与者完成了一系列整理成调查形式的问题/量表项目,并接受了心理学家的访谈。使用积极自我报告的频率进行数据分析,用卡方检验计算与结果的关联,用受试者工作特征曲线分析探索预测能力,并用二项逻辑回归计算标志物对结果的相对贡献。对识别出的项目进一步进行探索性因素分析。确定了一个包含14个标志物的一般工作场所模型(以及一个包含17个标志物的海事工作场所模型)。因素分析表明它们可分为五个领域(两个模型类似),即神经认知健康、常见精神障碍、职业特定环境中的适应史、家庭与工作的界面以及压力过载。该研究的数据驱动方法提出了一种包含不到50个项目、由五个领域组成的简洁综合筛查工具。此工具似乎有助于识别有工作场所受伤风险或心理健康状况不佳的员工,可应用于南非相关的工作场所环境。

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