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应激性生活事件与心理问题概况的关联:一项针对伊朗产业员工的大规模横断面研究结果,采用贝叶斯分位数结构方程模型

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.

作者信息

Yazdi Maryam, Roohafza Hamidreza, Feizi Awat, Sarafzadegan Nizal

机构信息

Department of Biostatistics and Epidemiology, Student Research Committee, School of Health, Isfahan University of Medical Sciences, Isfahan, Iran.

Cardiac Rehabilitation Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran.

出版信息

EXCLI J. 2018 Jul 2;17:620-633. doi: 10.17179/excli2018-1051. eCollection 2018.

Abstract

: 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. : 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. : 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. : 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.

摘要

本研究旨在评估伊朗工业制造业员工大样本中应激性生活事件的主要领域及其与心理问题概况的关联。在一项横断面研究中,从伊朗伊斯法罕一家大型工业公司的16000名员工中随机选取了3063名参与者。分别使用波斯语验证版的医院焦虑抑郁量表(HADS)和12项一般健康问卷(GHQ - 12)评估三种常见的心理问题,即抑郁、焦虑和心理困扰。通过应激性生活事件(SLE)问卷测量应激性生活事件的自我感知频率和强度。使用R免费统计软件(版本3.4)中的贝叶斯分位数结构方程模型来评估应激性生活事件与心理问题概况水平之间的关联。通过因子分析,从11种生活压力源中得出了两个主要领域,即社会经济压力源和个人压力源,并从三种常见心理问题中提取了一个统一的指标,即心理问题概况。财务和日常生活压力源强度最高,性问题强度最低。分位数结构方程模型显示,心理问题概况得分与个人压力源(β值范围为0.45至1.87)的关联比与社会经济压力源(β值范围为0.11至0.27)更强。社会经济压力源的关联在心理问题得分的各个分位数上相当一致,而个人压力源在较高分位数上显示出更强的关联,这意味着心理健康问题较多的员工更多地经历个人压力源。生活压力源,尤其是个人压力源,与制造业员工心理问题的强度呈直接关联。心理问题强度较高的员工更能感知到生活压力源。本研究结果可有助于规划职业健康计划,以改善心理健康和工作效率。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/89cb/6088219/8eac1ecabe9a/EXCLI-17-620-t-001.jpg

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