Department of Psychology, University of Gothenburg, Gothenburg, Sweden ; Network for Empowerment and Well-Being, University of Gothenburg, Gothenburg, Sweden.
PLoS One. 2013 Sep 9;8(9):e73265. doi: 10.1371/journal.pone.0073265. eCollection 2013.
Mediation analysis investigates whether a variable (i.e., mediator) changes in regard to an independent variable, in turn, affecting a dependent variable. Moderation analysis, on the other hand, investigates whether the statistical interaction between independent variables predict a dependent variable. Although this difference between these two types of analysis is explicit in current literature, there is still confusion with regard to the mediating and moderating effects of different variables on depression. The purpose of this study was to assess the mediating and moderating effects of anxiety, stress, positive affect, and negative affect on depression.
Two hundred and two university students (males = 93, females = 113) completed questionnaires assessing anxiety, stress, self-esteem, positive and negative affect, and depression. Mediation and moderation analyses were conducted using techniques based on standard multiple regression and hierarchical regression analyses.
The results indicated that (i) anxiety partially mediated the effects of both stress and self-esteem upon depression, (ii) that stress partially mediated the effects of anxiety and positive affect upon depression, (iii) that stress completely mediated the effects of self-esteem on depression, and (iv) that there was a significant interaction between stress and negative affect, and between positive affect and negative affect upon depression.
The study highlights different research questions that can be investigated depending on whether researchers decide to use the same variables as mediators and/or moderators.
中介分析调查一个变量(即中介)是否随着自变量的变化而变化,进而影响因变量。另一方面,调节分析调查自变量之间的统计相互作用是否可以预测因变量。尽管当前文献中明确指出了这两种分析类型之间的区别,但对于不同变量对抑郁的中介和调节作用仍存在混淆。本研究旨在评估焦虑、压力、积极情绪和消极情绪对抑郁的中介和调节作用。
202 名大学生(男性 93 名,女性 113 名)完成了评估焦虑、压力、自尊、积极和消极情绪以及抑郁的问卷。使用基于标准多元回归和分层回归分析的技术进行了中介和调节分析。
结果表明:(i) 焦虑部分中介了压力和自尊对抑郁的影响;(ii) 压力部分中介了焦虑和积极情绪对抑郁的影响;(iii) 压力完全中介了自尊对抑郁的影响;(iv) 压力和消极情绪之间存在显著的交互作用,积极情绪和消极情绪之间也存在显著的交互作用对抑郁有影响。
本研究强调了不同的研究问题,具体取决于研究人员是否决定将相同的变量作为中介和/或调节变量使用。