Pettersson Erik
Department of Medical Epidemiology and Biostatistics Karolinska Institutet Stockholm Sweden.
JCPP Adv. 2023 Jul 22;3(4):e12187. doi: 10.1002/jcv2.12187. eCollection 2023 Dec.
All psychiatric phenomena are positively associated, and several different models can account for this observation. These include the correlated factors, network, general psychopathology as outcome, and hierarchical models. Advantages of hierarchical models, which consist of one general and several (general factor-residualized) specific factors, is that the general factor provides an opportunity to reliably measure global distress and impairment, while the specific factors might improve the ability to discriminate between individuals with different kinds of problems. Nevertheless, other models also have their respective advantages, and it remains challenging to empirically determine which model best accounts for the positive manifold in psychiatry. Instead, I present two non-empirical arguments in favor of hierarchical models. First, by measuring the general factor in isolation, the specific factors tend to include both favorable and unfavorable correlates, which might reduce stigma compared to psychiatric diagnoses that by and large are associated with only unfavorable outcomes. Second, the general psychopathology factor displays an unusual psychometric property in that it includes symptoms of opposite meaning if they have similar valence (e.g., self-reported symptoms such as and , and , and and load in the same direction), which one might want to measure in isolation from variance capturing the content of symptoms. I conclude by speculating that tests designed based on hierarchical models might help clinical assessment.
所有精神现象都呈正相关,有几种不同的模型可以解释这一观察结果。这些模型包括相关因素模型、网络模型、作为结果的一般精神病理学模型和层次模型。层次模型由一个一般因素和几个(一般因素残差化的)特定因素组成,其优点在于,一般因素提供了可靠测量整体痛苦和损害的机会,而特定因素可能会提高区分不同类型问题个体的能力。然而,其他模型也有各自的优点,通过实证确定哪种模型最能解释精神病学中的正性多面性仍然具有挑战性。相反,我提出两个非实证性的论据来支持层次模型。首先,通过单独测量一般因素,特定因素往往既包括有利的相关因素,也包括不利的相关因素,与大体上只与不利结果相关的精神病诊断相比,这可能会减少污名化。其次,一般精神病理学因素表现出一种不寻常的心理测量特性,即如果具有相似效价的症状(例如,自我报告的症状如 和 、 和 、 和 朝着相同方向负荷)具有相反的含义,人们可能希望将其与捕捉症状内容的方差分开测量。最后,我推测基于层次模型设计的测试可能有助于临床评估。