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Association of Perceived Stress with Stressful Life Events Lifestyle and Sociodemographic Factors: A Large-Scale Community-Based Study Using Logistic Quantile Regression

机译:感知压力与压力性生活事件生活方式和社会人口统计学因素的关联:使用Logistic分位数回归的大规模社区研究

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摘要

Objective. The present paper aimed at investigating the association between perceived stress and major life events stressors in Iranian general population. Methods. In a cross-sectional large-scale community-based study, 4583 people aged 19 and older, living in Isfahan, Iran, were investigated. Logistic quantile regression was used for modeling perceived stress, measured by GHQ questionnaire, as the bounded outcome (dependent), variable, and as a function of most important stressful life events, as the predictor variables, controlling for major lifestyle and sociodemographic factors. This model provides empirical evidence of the predictors' effects heterogeneity depending on individual location on the distribution of perceived stress. Results. The results showed that among four stressful life events, family conflicts and social problems were more correlated with level of perceived stress. Higher levels of education were negatively associated with perceived stress and its coefficients monotonically decrease beyond the 30th percentile. Also, higher levels of physical activity were associated with perception of low levels of stress. The pattern of gender's coefficient over the majority of quantiles implied that females are more affected by stressors. Also high perceived stress was associated with low or middle levels of income. Conclusions. The results of current research suggested that in a developing society with high prevalence of stress, interventions targeted toward promoting financial and social equalities, social skills training, and healthy lifestyle may have the potential benefits for large parts of the population, most notably female and lower educated people.
机译:目的。本文旨在调查伊朗总人口中感知压力与主要生活事件压力源之间的关联。方法。在一项大规模的以社区为基础的横断面研究中,调查了居住在伊朗伊斯法罕的4583名19岁及以上的人。逻辑分位数回归用于建模通过GHQ问卷测量的感知压力,作为有界结果(相关),变量,并作为最重要的应激性生活事件的函数,作为预测变量,控制主要的生活方式和社会人口统计学因素。该模型提供了根据预测应力分布的个体位置来预测变量影响异质性的经验证据。结果。结果表明,在四大压力性生活事件中,家庭冲突和社会问题与感知压力水平之间的相关性更高。较高的教育水平与感知的压力负相关,其系数单调下降超过30%。同样,较高水平的体育活动与较低压力水平的感知有关。大多数分位数上的性别系数模式表明,女性更容易受到压力源的影响。较高的感知压力也与低或中等收入水平相关。结论。当前的研究结果表明,在压力很大的发展中社会中,旨在促进财务和社会平等,社会技能培训和健康生活方式的干预措施可能对大多数人(尤其是女性和低龄人群)具有潜在的好处。受过教育的人。

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