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复杂的情感动态对预测心理健康的作用有限。

Complex affect dynamics add limited information to the prediction of psychological well-being.

机构信息

KU Leuven-Faculty of Psychology and Educational Sciences, Leuven, Belgium.

出版信息

Nat Hum Behav. 2019 May;3(5):478-491. doi: 10.1038/s41562-019-0555-0. Epub 2019 Apr 15.

Abstract

Over the years, many studies have demonstrated a relation between emotion dynamics and psychological well-being. Because our emotional life is inherently time-dynamic, affective scientists argue that, next to how positive or negative we feel on average, patterns of emotional change are informative for mental health. This growing interest initiated a surge in new affect dynamic measures, each claiming to capture a unique dynamical aspect of our emotional life, crucial for understanding well-being. Although this accumulation suggests scientific progress, researchers have not always evaluated (a) how different affect dynamic measures empirically interrelate and (b) what their added value is in the prediction of psychological well-being. Here, we address these questions by analysing affective time series data from 15 studies (n = 1,777). We show that (a) considerable interdependencies between measures exist, suggesting that single dynamics often do not convey unique information, and (b) dynamic measures have little added value over mean levels of positive and negative affect (and variance in these affective states) when predicting individual differences in three indicators of well-being (life satisfaction, depressive symptoms and borderline symptoms). Our findings indicate that conventional emotion research is currently unable to demonstrate independent relations between affect dynamics and psychological well-being.

摘要

多年来,许多研究表明情绪动态与心理健康之间存在关系。由于我们的情绪生活本质上是时间动态的,情感科学家认为,除了我们的平均感受是积极还是消极之外,情绪变化的模式对于心理健康也是有信息价值的。这种日益增长的兴趣引发了新的情感动态测量方法的激增,每种方法都声称能捕捉到我们情感生活的一个独特动态方面,这对理解幸福感至关重要。尽管这种积累表明了科学的进步,但研究人员并不总是评估(a)不同的情感动态测量方法在经验上是如何相互关联的,以及(b)它们在预测心理健康方面的附加价值。在这里,我们通过分析来自 15 项研究的情感时间序列数据(n=1777)来解决这些问题。我们表明(a) 测量方法之间存在相当大的相互依存关系,这表明单一动态通常不会传达独特的信息,以及(b) 当预测幸福感的三个指标(生活满意度、抑郁症状和边缘症状)的个体差异时,动态测量方法相对于积极和消极情绪的平均水平(以及这些情绪状态的方差)几乎没有附加价值。我们的研究结果表明,传统的情感研究目前无法证明情感动态与心理健康之间存在独立关系。

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