Forbes Miriam K, Neo Bryan, Nezami Omid Mohamed, Fried Eiko I, Faure Katherine, Michelsen Brier, Twose Maddison, Dras Mark
Centre for Emotional Health and School of Psychological Sciences, Macquarie University, Sydney, Australia.
School of Computing, Macquarie University, Sydney, Australia.
Psychol Med. 2024 Apr;54(5):886-894. doi: 10.1017/S0033291723002544. Epub 2023 Sep 4.
The features hundreds of diagnoses comprising a multitude of symptoms, and there is considerable repetition in the symptoms among diagnoses. This repetition undermines what we can learn from studying individual diagnostic constructs because it can obscure both disorder- and symptom-specific signals. However, these lost opportunities are currently veiled because symptom repetition in the has not been quantified.
This descriptive study mapped the repetition among the 1419 symptoms described in 202 diagnoses of adult psychopathology in section II of the . Over a million possible symptom comparisons needed to be conducted, for which we used both qualitative content coding and natural language processing.
In total, we identified 628 distinct symptoms: 397 symptoms (63.2%) were unique to a single diagnosis, whereas 231 symptoms (36.8%) repeated across multiple diagnoses a total of 1022 times (median 3 times per symptom; range 2-22). Some chapters had more repetition than others: For example, every symptom of every diagnosis in the chapter was repeated in other chapters, but there was no repetition for any symptoms of any diagnoses in the , or . The most frequently repeated symptoms included insomnia, difficulty concentrating, and irritability - listed in 22, 17 and 16 diagnoses, respectively. Notably, the top 15 most frequently repeating diagnostic criteria were dominated by symptoms of major depressive disorder.
Overall, our findings lay the foundation for a better understanding of the extent and potential consequences of symptom overlap.
[具体内容]包含数百种诊断,涵盖众多症状,且诊断之间的症状存在大量重复。这种重复削弱了我们通过研究个体诊断结构所能学到的东西,因为它可能掩盖疾病特异性和症状特异性信号。然而,这些错失的机会目前尚未被揭示,因为[具体内容]中的症状重复情况尚未得到量化。
这项描述性研究梳理了[具体内容]第二部分中202种成人精神病理学诊断所描述的1419种症状之间的重复情况。需要进行超过一百万个可能的症状比较,为此我们使用了定性内容编码和自然语言处理。
我们总共识别出628种不同的症状:397种症状(63.2%)仅在单一诊断中出现,而231种症状(36.8%)在多个诊断中重复出现,总共重复了1022次(每种症状的中位数为3次;范围为2至22次)。有些章节的重复情况比其他章节更多:例如,[某章节]中每个诊断的每种症状都在其他章节中重复出现,但[其他章节]中任何诊断的任何症状都没有重复。最常重复的症状包括失眠、注意力不集中和易怒——分别在22种、17种和16种诊断中列出。值得注意的是,最常重复的前15条诊断标准主要是重度抑郁症的症状。
总体而言,我们的研究结果为更好地理解症状重叠的程度和潜在后果奠定了基础。