慢性疼痛患者的心理特征:通过聚类分析探讨疾病行为的危险因素。

IF 0.9 4区 医学 Q4 CLINICAL NEUROLOGY Ideggyogyaszati Szemle-Clinical Neuroscience Pub Date : 2024-11-30 DOI:10.18071/isz.77.0423
Lilla Nemes-Farle, Annamária Nemes, Márta Csabai, Délia Szok
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引用次数: 0

摘要

背景和目的:在研究如何应对慢性疼痛时,重要的是不仅要考虑疼痛的生理特征,还要考虑其心理和社会方面,如抑郁或疼痛灾难化。在以往的研究中,疼痛与患者心理特征之间的关系已经从不同的角度进行了研究。本研究的目的是使用分析方法在临床样本中进行分组,并确定与疾病行为相关的风险因素。方法:该研究涉及136名年龄在18岁及以上,诊断为各种病因的慢性疼痛患者。数据收集包括使用心理问卷,测量健康素养、社会支持、抑郁症状和疼痛灾难化的水平,以及疼痛特征。采用独立样本t检验、单因素方差分析和k均值聚类分析对数据进行统计分析。结果:三个聚类在所有分组变量方面存在显著差异(p <;0.001(每个病例))在研究样本中被确定。这些群体被命名为“有意识的忧虑者”。(1)、平衡症状感知者;(2)和“被遗弃的灾难者”;(3)。我们成功地将第2类确定为保护组,第3类确定为危险组。结论:通过描述危险因素的特征组合,确定的类可以促进群体特异性疼痛治疗的应用。我们的研究结果支持疼痛教育和预防的重要性。
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[Psychological profiles of chronic pain patients: exploring risk factors of illness behaviour through cluster analysis].

Background and purpose: When examining coping with chronic pain, it is important to consider not only the physical characteristics of pain but also its psychological and social aspects, such as depression or pain catastrophizing. The relationship between pain and the psychological characteristics of patients has been studied in various approaches in previous research. The aim of this study was to separate groups within a clinical sample using a profiling method and to identify risk factors related to illness behaviour.

Methods: The study involved 136 patients aged 18 and above diagnosed with chronic pain of various etiologies. Data collection involved the use of psychological questionnaires measuring levels of health literacy, social support, depressive symptoms, and pain catastrophizing, in addition to pain characteristics. Statistical analysis of the data was conducted using independent samples t-tests, one-way ANOVA, and K-means cluster analysis.

Results: Three clusters significantly different from each other in terms of all grouping variables (p < 0.001 in each case) were identified within the studied sample. These clusters were named “Conscious Worriers” (1st), “Balanced Symptom Perceivers” (2nd), and “Abandoned Catastrophizers” (3rd). We successfully identified the 2nd cluster as a protected group and the 3rd cluster as a risk group.

Conclusion: Identified clusters can facilitate the application of group-specific pain therapies by describing the characteristic combinations of risk factors. Our results support the importance of pain education and prevention.

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来源期刊
Ideggyogyaszati Szemle-Clinical Neuroscience
Ideggyogyaszati Szemle-Clinical Neuroscience CLINICAL NEUROLOGY-NEUROSCIENCES
CiteScore
1.30
自引率
0.00%
发文量
40
审稿时长
>12 weeks
期刊介绍: The aim of Clinical Neuroscience (Ideggyógyászati Szemle) is to provide a forum for the exchange of clinical and scientific information for a multidisciplinary community. The Clinical Neuroscience will be of primary interest to neurologists, neurosurgeons, psychiatrist and clinical specialized psycholigists, neuroradiologists and clinical neurophysiologists, but original works in basic or computer science, epidemiology, pharmacology, etc., relating to the clinical practice with involvement of the central nervous system are also welcome.
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