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首页> 外文期刊>BMC Geriatrics >Distinctive subgroups derived by cluster analysis based on pain and psychological symptoms in Swedish older adults with chronic pain – a population study (PainS65+)
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Distinctive subgroups derived by cluster analysis based on pain and psychological symptoms in Swedish older adults with chronic pain – a population study (PainS65+)

机译:通过聚类分析基于瑞典老年人慢性疼痛的疼痛和心理症状进行分类分析得出的独特亚组–一项人口研究(PainS65 +)

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Background Improved knowledge based on clinical features of chronic pain in older adults would be valuable in terms of patient-orientated approaches and would provide support for health care systems in optimizing health care resources. This study identifies subgroups based on pain and psychological symptoms among Swedish older adults in the general population and compares derived subgroups with respect to socio-demographics, health aspects, and health care costs. Methods This cross-sectional study uses data collected from four registers and one survey. The total sample comprised 2415 individuals ≥65?years old. A two-step cluster analysis was performed. Data on pain intensity, number of pain sites, anxiety, depression, and pain catastrophizing were used as classification variables. Differences in socio-demographics, quality of life, general health, insomnia, and health care costs among the clusters were investigated. Association of the clusters with the above parameters was further evaluated using multinomial logistic regression. Results Four major clusters were identified: Subgroup 1 ( n =?325; 15%) – moderate pain and high psychological symptoms; Subgroup 2 ( n =?516; 22%) – high pain and moderate psychological symptoms; Subgroup 3 ( n =?686; 30%) – low pain and moderate psychological symptoms; and Subgroup 4 ( n =?767; 33%) – low pain and low psychological symptoms. Significant differences were found between the four clusters with regard to age, sex, educational level, family status, quality of life, general health, insomnia, and health care costs. The multinomial logistic regression analysis revealed that Subgroups 1 and 2, compared to Subgroup 4, were significantly associated with decreased quality of life, decreased general health, and increased insomnia. Subgroup 3, compared to Subgroup 4, was associated with decreased general health and increased insomnia. In addition, compared to Subgroup 4, Subgroups 1 and 2 were significantly associated with higher health care costs. Conclusions Two high risk clusters of older adults suffering from chronic pain; one mainly based on psychological symptoms and one mainly on pain intensity and pain spread, associated with decreased quality of life and health and increased health care costs were identified. Our findings indicate that subgroup-specific treatment will improve pain management and reduce health care costs.
机译:背景技术基于老年人慢性疼痛的临床特征的改进知识对于以患者为导向的方法而言将是有价值的,并将在优化医疗资源方面为医疗系统提供支持。这项研究根据一般人群中瑞典老年人的疼痛和心理症状确定了亚组,并比较了社会人口统计学,健康状况和医疗保健费用方面的亚组。方法这项横断面研究使用从四个登记册和一个调查收集的数据。总样本包括2415岁以上≥65岁的个体。进行了两步聚类分析。有关疼痛强度,疼痛部位数量,焦虑,抑郁和灾难性灾难的数据用作分类变量。研究了这些人群之间的社会人口统计学,生活质量,总体健康,失眠和医疗保健费用的差异。使用多项逻辑回归进一步评估聚类与以上参数的关联。结果确定了四个主要类别:亚组1(n =?325; 15%)–中度疼痛和高度心理症状;第2组(n =?516; 22%)–高疼痛和中度心理症状;第3组(n =?686; 30%)–低疼痛和中度心理症状;和亚组4(n =?767; 33%)–低疼痛和低心理症状。在年龄,性别,受教育程度,家庭状况,生活质量,总体健康,失眠和医疗保健费用方面,这四个群体之间存在显着差异。多项逻辑回归分析显示,与第4组相比,第1组和第2组与生活质量下降,总体健康状况下降和失眠增加显着相关。与第4组相比,第3组与总体健康状况下降和失眠增加有关。此外,与亚组4相比,亚组1和2与更高的医疗保健费用显着相关。结论老年人遭受慢性疼痛的两个高风险人群。确定了一种主要基于心理症状,另一种主要基于疼痛强度和疼痛扩散,与生活质量和健康状况下降以及医疗保健费用增加有关。我们的发现表明,针对亚组的治疗将改善疼痛管理并降低医疗保健成本。

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