Connecting the dots: using a network approach to study the wellbeing spectrum.

IF 2.5 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Current Psychology Pub Date : 2024-01-01 Epub Date: 2024-08-06 DOI:10.1007/s12144-024-06363-0
Anne Landvreugd, Margot P van de Weijer, Dirk H M Pelt, Meike Bartels
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Abstract

In positive psychology, defining the wellbeing construct has been a challenge. We used the psychometric network approach to study the structure of wellbeing. The sample consisted of Dutch adults registered with the Netherlands Twin Register. The variables were measured through standardized surveys. The network was estimated using the Mixed Graphical Models method and least absolute shrinkage and selection operator (LASSO) regularization to limit the number of spurious edges. We estimated a network in a trimming sample (N=1343, 63% females, M age = 53.18, SD age = 9.45) and in an estimation sample (N=726, 75% females, M age = 45.27, SD age = 11.12) to examine its performance and accuracy. Our final network consists of a positive cluster including satisfaction with life, subjective happiness, and flourishing items, and a negative cluster including depressive symptoms, loneliness, and neuroticism items. We identified the four most central nodes: one satisfaction with life item, one neuroticism item, and two depression items. This suggests that to get a general sense of the wellbeing construct, these items would serve as most informative.  The network approach clearly demonstrates the different, yet connected positive and negative clusters of wellbeing and therefore re-affirms the complex interconnectivity of wellbeing phenotypes. In addition, the network results reject the view of strictly delineated wellbeing domains. Having identified the most central nodes in the network, these can be used in futures studies with limited resources, as they are likely to be the most representative of the wellbeing spectrum.

Supplementary information: The online version contains supplementary material available at 10.1007/s12144-024-06363-0.

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连点成线:利用网络方法研究福祉谱系。
在积极心理学中,界定幸福感结构一直是一个挑战。我们采用心理测量网络方法来研究幸福感的结构。样本包括在荷兰双胞胎登记处登记的荷兰成年人。变量通过标准化调查进行测量。我们使用混合图形模型法和最小绝对收缩与选择算子(LASSO)正则化来估算网络,以限制虚假边缘的数量。我们在裁剪样本(N=1343,63% 为女性,M 年龄 = 53.18,SD 年龄 = 9.45)和估算样本(N=726,75% 为女性,M 年龄 = 45.27,SD 年龄 = 11.12)中估算了一个网络,以检验其性能和准确性。我们的最终网络由一个积极群组和一个消极群组组成,积极群组包括生活满意度、主观幸福感和蓬勃发展项目,消极群组包括抑郁症状、孤独感和神经质项目。我们确定了四个最核心的节点:一个生活满意度项目、一个神经质项目和两个抑郁症项目。这表明,要获得对幸福感结构的总体认识,这些项目最具参考价值。 网络方法清楚地表明了幸福感的积极和消极群组的不同,但又相互关联,因此再次证实了幸福感表型之间复杂的相互关联性。此外,网络结果否定了严格划分幸福领域的观点。在确定了网络中最核心的节点后,这些节点可用于资源有限的未来研究,因为它们很可能最能代表幸福范畴:在线版本包含补充材料,可查阅 10.1007/s12144-024-06363-0。
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来源期刊
Current Psychology
Current Psychology PSYCHOLOGY, MULTIDISCIPLINARY-
CiteScore
4.60
自引率
10.70%
发文量
1412
期刊介绍: Current Psychology is an international forum for rapid dissemination of peer-reviewed research at the cutting edge of psychology. It welcomes significant and rigorous empirical and theoretical contributions from all the major areas of psychology, including but not limited to: cognitive psychology and cognition, social, clinical, health, developmental, methodological, and personality psychology, neuropsychology, psychometrics, human factors, and educational psychology.
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