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Association of stressful life events and psychological problems profile: Results from a large-scale cross-sectional study among Iranian industrial employees using Bayesian quantile structural equation model

机译:压力性生活事件与心理问题特征的关联:使用贝叶斯分位数结构方程模型对伊朗工业员工进行的大规模横断面研究的结果

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摘要

>Objectives: The current study aimed at evaluating the major domains of stressful life events and their association with psychological problems profile in a large sample of Iranian industrial manufacturing employees.>Methods: In a cross-sectional study, 3,063 participants were randomly selected from 16,000 employees working in a big industrial company in Isfahan, Iran. Three common psychological problems i.e. depression, anxiety and psychological distress were evaluated using Persian validated version of Hospital Anxiety and Depression Scale (HADS) and 12-item General Health Questionnaire (GHQ-12), respectively. Self-perceived frequency and intensity of stressful life events were measured by stressful life event (SLE) questionnaire. Bayesian quantile structural equation model in R free statistical software (version 3.4) was used for evaluating the association of stressful life events and levels of psychological problems profile. >Results: Using factor analysis, two major domains i.e. socioeconomic and personal stressors were derived from 11 life stressors and a unified measure i.e. psychological problem profile was extracted from three common psychological problems. Financial and daily life stressors had the highest and sexual problems showed lowest intensity. Quantile structural equation model revealed that the psychological problems profile scores had stronger association with personal (β: ranging from 0.45, 1.87) than socioeconomics stressors (β: ranging from 0.11, 0.27). The association of socioeconomic stressors was fairly uniform across quantiles of psychological problems scores, while personal stressors showed stronger association in higher quantiles, meaning that employees with higher mental health problems more experienced personal stressors. >Conclusions: Life stressors particularly personal showed direct association with intensity of psychological problems in manufacturing employees. Life stressors are more perceived by employees with higher intensity of psychological problems. The results of current study can be useful in planning occupational health programs in order to improve psychological health and job productivity.
机译:>目标:本研究旨在评估大量伊朗工业制造业员工中压力性生活事件的主要领域及其与心理问题的关系。>方法:横断面研究从伊朗伊斯法罕一家大型工业公司的16,000名员工中随机抽取了3,063名参与者。分别使用波斯验证版的《医院焦虑和抑郁量表》(HADS)和12个项目的《综合健康调查表》(GHQ-12)评估了三个常见的心理问题,即抑郁,焦虑和心理困扰。通过应激生活事件(SLE)问卷来测量应激生活事件的自我感知频率和强度。无R统计软件(版本3.4)中的贝叶斯分位数结构方程模型用于评估应激性生活事件与心理问题状况水平的关联。 >结果:使用因素分析,从11个生活压力源中得出了两个主要领域,即社会经济压力和个人压力源,并从三个常见的心理问题中提取了统一的衡量标准,即心理问题概况。财务和日常生活压力源最高,性问题强度最低。分位数结构方程模型显示,与个人经济因素(β:范围为0.11、0.27)相比,心理问题档案得分与人格关联(β:范围为0.45、1.87)更强。社会经济压力源的关联在心理问题分数的各个分位数上是相当一致的,而个人压力源在较高分位数中表现出较强的关联性,这意味着患有较高心理健康问题的员工会经历更多的个人压力源。 >结论:生活压力源,尤其是个人,与制造业员工的心理问题强度直接相关。具有较高心理问题强度的员工会更多地感受到生活压力。当前研究的结果可用于规划职业健康计划,以改善心理健康和工作效率。

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