Gilmartin Tanya, Dipnall Joanna F, Gurvich Caroline, Sharp Gemma
Department of Neuroscience, Monash University and the Alfred Hospital, Melbourne, Australia.
School of Public Health and Preventive Medicine, Monash University, Melbourne, 3004, Australia.
J Eat Disord. 2024 Jan 24;12(1):16. doi: 10.1186/s40337-024-00967-4.
Overcontrol and undercontrol personality types have been associated with an increase in eating pathology, depression and anxiety. The aim of the research was to explore whether latent overcontrol and undercontrol personality types could be identified using cluster analysis of the facets of the five factor model (FFM). We further aimed to understand how these personality types were associated with eating pathology, depressed mood and anxiety.
A total of 561 participants (394 women and 167 men), aged 16-30 years in Australia completed a survey designed to assess disordered eating, FFM personality traits, anxiety, depression and stress. A systematic four-step process using hierarchical, k-means, and random forest cluster analyses were used to identify a meaningful 3-cluster solution.
The results revealed a cluster solution that represented overcontrol, undercontrol and resilient personality types, and highlighted facets of the FFM that were associated with each type. Both overcontrol and undercontrol personality types were associated with increased clinical symptoms compared to the resilient types.
It was concluded that FFM facets may potentially be more meaningful than broad domains in identifying personality types, and that both overcontrol and undercontrol personality types are likely associated with increased clinical symptoms.
过度控制型和控制不足型人格类型与饮食病理学、抑郁和焦虑的增加有关。本研究的目的是探讨能否使用五因素模型(FFM)各方面的聚类分析来识别潜在的过度控制型和控制不足型人格类型。我们还旨在了解这些人格类型与饮食病理学、抑郁情绪和焦虑之间的关联。
澳大利亚共有561名年龄在16至30岁之间的参与者(394名女性和167名男性)完成了一项旨在评估饮食失调、FFM人格特质、焦虑、抑郁和压力的调查。采用系统的四步流程,运用层次聚类、k均值聚类和随机森林聚类分析来确定一个有意义的三聚类解决方案。
结果揭示了一种聚类解决方案,代表过度控制型、控制不足型和适应型人格类型,并突出了与每种类型相关的FFM方面。与适应型人格类型相比,过度控制型和控制不足型人格类型均与临床症状增加有关。
得出的结论是,在识别人格类型方面,FFM各方面可能比宽泛的领域更有意义,并且过度控制型和控制不足型人格类型都可能与临床症状增加有关。