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Personality, lifestyle and job satisfaction: causal association between neuroticism and job satisfaction using Mendelian randomisation in the UK biobank cohort

机译:人格,生活方式和工作满意度:在英国Biobank Cohort中使用孟德尔随机化的神经质与工作满意度的因果关系

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Job-related stress has been associated with poor health outcomes but little is known about the causal nature of these findings. We employed Mendelian randomisation (MR) approach to investigate the causal effect of neuroticism, education, and physical activity on job satisfaction. Trait-specific genetic risk score (GRS) based on recent genome wide association studies were used as instrumental variables (IV) using the UK Biobank cohort (N?=?315,536). Both single variable and multivariable MR analyses were used to determine the effect of each trait on job satisfaction. We observed a clear evidence of a causal association between neuroticism and job satisfaction. In single variable MR, one standard deviation (1?SD) higher genetically determined neuroticism score (4.07 units) was associated with -0.31 units lower job satisfaction (95% confidence interval (CI): -0.38 to -0.24; P?=?9.5?×?10sup-20/sup). The causal associations remained significant after performing sensitivity analyses by excluding invalid genetic variants from GRSsubNeuroticism/sub (β(95%CI): -0.28(-0.35 to -0.21); P?=?3.4?x?10sup-15/sup). Education (0.02; -0.08 to 0.12; 0.67) and physical activity (0.08; -0.34 to 0.50; 0.70) did not show any evidence for causal association with job satisfaction. When genetic instruments for neuroticism, education and physical activity were included together, the association of neuroticism score with job satisfaction was reduced by only -0.01 units, suggesting an independent inverse causal association between neuroticism score (P?=?2.7?x?10sup-17/sup) and job satisfaction. Our findings show an independent causal association between neuroticism score and job satisfaction. Physically active lifestyle may help to increase job satisfaction despite presence of high neuroticism scores. Our study highlights the importance of considering the confounding effect of negative personality traits for studies on job satisfaction.
机译:与职位相关的压力与健康结果差有关,但对这些发现的因果性质知之甚少。我们雇用了孟德利安随机化(MR)方法来调查神经质,教育和身体活动对工作满意度的因果效果。基于最近的基因组宽协会研究的特异性遗传风险评分(GRS)用作乐器变量(IV)使用英国Biobank Cohort(n?= 315,536)。单一变量和多变量的MR分析都用于确定每个特征对工作满意度的影响。我们观察到了神经质和工作满意度之间存在因果关系的明确证据。在单变MR中,一个标准偏差(1?SD)较高的遗传确定的神经骚扰评分(4.07单位)与-0.31单位较低的工作满意度有关(95%置信区间(CI):-0.38至-0.24; p?=? 9.5?×10 -20 )。通过排除来自GRS 神经释义的无效遗传变体(β(95%CI):-0.28(-0.35至-0.21),在进行敏感性分析后,因果关系仍然存在显着。P?= 3.4?x? 10 -15 )。教育(0.02; -0.08至0.12; 0.67)和身体活动(0.08; -0.34至0.50; 0.70)没有显示出与工作满意度的因果关系的任何证据。当遗传仪器的神经质,教育和身体活动中都包含在一起时,只有-0.01个单位,术语评分与工作满意度的协会减少,暗示神经质谱评分之间的独立逆因果关系(P?=?2.7?x?10 < sup> -17 )和工作满意度。我们的研究结果显示了神经质谱分数与工作满意度之间的独立因果关系。尽管存在高神经质分数,但身体活跃的生活方式可能有助于增加工作满意度。我们的研究突出了考虑负面人格特质对工作满意度研究的重要性的重要性。

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