Carlson Steven E, Smith Timothy W, Williams Paula G, Parkhurst Kimberly A, Tinajero Ruben, Goans Christian, Hirai Michiyo, Ruiz John M
Department of Psychology, University of Utah, Salt Lake City, Utah, USA.
Department of Family Medicine, West Virginia University, Morgantown, West Virginia, USA.
J Pers. 2023 Jun;91(3):683-699. doi: 10.1111/jopy.12767. Epub 2022 Aug 30.
Negative affective symptoms (e.g., anxiety, depression, and anger) are correlated and have parallel associations with outcomes, as do related personality traits (i.e., facets of neuroticism), often prompting statistical control (i.e., partialing) to determine independent effects. However, such adjustments among predictor variables can alter their construct validity. In three studies, the interpersonal circumplex (IPC) and a related analytic approach (i.e., Structural Summary Method) were used to evaluate changes in interpersonal correlates of negative affective characteristics resulting from partialing.
Samples of undergraduates (Sample 1 n = 3283; Sample 2 = 688) and married couples (n = 300 couples) completed self-report (three samples) and partner rating (sample 3) measures of anxiety, depression and anger, and IPC measures of interpersonal style.
Anxiety, depression, and anger had expected interpersonal correlates across samples. Partialing depression eliminated interpersonal correlates of anxiety. When anxiety was controlled, depression measures were more strongly associated with submissiveness and less closely associated with low warmth. Adjustments involving anger magnified differences in dominance versus submissiveness associated with the negative affects.
Removal of overlap among negative affective measures via partialing alters their interpersonal correlates, potentially complicating interpretation of adjusted associations.
消极情感症状(如焦虑、抑郁和愤怒)相互关联,且与结果存在相似的关联,相关的人格特质(即神经质的各个方面)也是如此,这常常促使进行统计控制(即偏相关分析)以确定独立效应。然而,预测变量之间的这种调整可能会改变它们的结构效度。在三项研究中,人际环状模型(IPC)和一种相关的分析方法(即结构总结法)被用于评估偏相关分析导致的消极情感特征人际相关的变化。
本科生样本(样本1,n = 3283;样本2,n = 688)和已婚夫妇样本(n = 300对夫妇)完成了焦虑、抑郁和愤怒的自我报告(三个样本)和伴侣评定(样本3)测量,以及人际风格的IPC测量。
焦虑、抑郁和愤怒在各样本中均具有预期的人际相关性。偏相关分析去除抑郁后,消除了焦虑的人际相关性。当控制焦虑时,抑郁测量与顺从性的关联更强,与低热情的关联更弱。涉及愤怒的调整放大了与消极情感相关的支配性与顺从性的差异。
通过偏相关分析消除消极情感测量之间的重叠会改变它们的人际相关性,这可能会使对调整后关联的解释变得复杂。