Department of Psychology, PROMENTA Research Center, University of Oslo, PO Box 1094, 0317, Oslo, Norway.
Division of Mental and Physical Health, Norwegian Institute of Public Health, Oslo, Norway.
Qual Life Res. 2023 Oct;32(10):2805-2816. doi: 10.1007/s11136-023-03437-7. Epub 2023 May 20.
The structure of well-being has been debated for millennia. Dominant conceptualisations, such as the hedonic and eudaimonic models, emphasise different constituents of the well-being construct. Some previous studies have suggested that the underlying structure of well-being may consist of one or a few general well-being factors. We conducted three studies to advance knowledge on the structure of well-being comprising more than 21,500 individuals, including a genetically informative twin sample.
In Study 1, we used hierarchical exploratory factor analysis to identify well-being factors in a population-based sample of Norwegian adults. In Study 2, we used confirmatory factor analysis to examine the model fit of the identified factor model in an independent sample. In Study 3, we used biometric models to examine genetic and environmental influences on general well-being factors.
We identified six well-being factors which all loaded on a single higher-order factor. This higher-order factor may represent a general "happiness factor", i.e. an h-factor, akin to the p-factor in psychopathology research. The identified factor model had excellent fit in an independent sample. All well-being factors showed moderate genetic and substantial non-shared environmental influence, with heritability estimates ranging from 26% to 40%. Heritability was highest for the higher-order general happiness factor.
Our findings yield novel insights into the structure of well-being and genetic and environmental influences on general well-being factors, with implications for well-being and mental health research, including genetically informative studies.
幸福感的结构已经争论了几千年。占主导地位的概念化,如享乐主义和幸福论模型,强调了幸福感结构的不同组成部分。一些先前的研究表明,幸福感的潜在结构可能由一个或几个一般幸福感因素组成。我们进行了三项研究,以增进对幸福感结构的了解,其中包括 21500 多人,包括一个具有遗传信息的双胞胎样本。
在研究 1 中,我们使用分层探索性因素分析在挪威成年人的基于人群的样本中确定幸福感因素。在研究 2 中,我们使用验证性因素分析在独立样本中检验所确定的因素模型的拟合度。在研究 3 中,我们使用生物计量模型来检验一般幸福感因素的遗传和环境影响。
我们确定了六个幸福感因素,它们都加载在一个单一的高阶因素上。这个高阶因素可能代表一个一般的“幸福因素”,即类似于精神病理学研究中的 p 因素的 h 因素。在独立样本中,所确定的因素模型具有极好的拟合度。所有幸福感因素都表现出中等的遗传和大量的非共享环境影响,遗传率估计值在 26%至 40%之间。高阶一般幸福感因素的遗传率最高。
我们的研究结果为幸福感的结构以及一般幸福感因素的遗传和环境影响提供了新的见解,对幸福感和心理健康研究具有影响,包括具有遗传信息的研究。