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基于疼痛和心理症状对瑞典慢性疼痛老年人群进行聚类分析得出的不同亚组——一项人群研究(PainS65+)。

Distinctive subgroups derived by cluster analysis based on pain and psychological symptoms in Swedish older adults with chronic pain - a population study (PainS65+).

作者信息

Larsson Britt, Gerdle Björn, Bernfort Lars, Levin Lars-Åke, Dragioti Elena

机构信息

Pain and Rehabilitation Centre and Department of Medical and Health Sciences (IMH), Faculty of Health Sciences, Linköping University, 581 85, Linköping, SE, Sweden.

Division of Health Care Analysis and Department of Medical and Health Sciences, Linköping University, 581 85, Linköping, SE, Sweden.

出版信息

BMC Geriatr. 2017 Sep 2;17(1):200. doi: 10.1186/s12877-017-0591-4.

Abstract

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.

摘要

背景

基于老年人慢性疼痛临床特征的知识改善,对于以患者为导向的方法具有重要价值,并将为医疗保健系统优化医疗资源提供支持。本研究在瑞典普通人群中的老年人中,根据疼痛和心理症状确定亚组,并比较各亚组在社会人口统计学、健康状况和医疗保健成本方面的差异。

方法

这项横断面研究使用了从四个登记处和一项调查中收集的数据。总样本包括2415名年龄≥65岁的个体。进行了两步聚类分析。疼痛强度、疼痛部位数量、焦虑、抑郁和疼痛灾难化的数据用作分类变量。研究了各聚类在社会人口统计学、生活质量、总体健康、失眠和医疗保健成本方面的差异。使用多项逻辑回归进一步评估聚类与上述参数之间的关联。

结果

确定了四个主要聚类:亚组1(n = 325;15%)——中度疼痛和高心理症状;亚组2(n = 516;22%)——高疼痛和中度心理症状;亚组3(n = 686;30%)——低疼痛和中度心理症状;亚组4(n = 767;33%)——低疼痛和低心理症状。在年龄、性别、教育水平、家庭状况、生活质量、总体健康、失眠和医疗保健成本方面,四个聚类之间存在显著差异。多项逻辑回归分析显示,与亚组4相比,亚组1和亚组2与生活质量下降、总体健康下降和失眠增加显著相关。与亚组4相比,亚组3与总体健康下降和失眠增加相关。此外,与亚组4相比,亚组1和亚组2与更高的医疗保健成本显著相关。

结论

确定了两个患有慢性疼痛的老年人高风险聚类;一个主要基于心理症状,另一个主要基于疼痛强度和疼痛范围,与生活质量和健康下降以及医疗保健成本增加相关。我们的研究结果表明,针对特定亚组的治疗将改善疼痛管理并降低医疗保健成本。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8898/5581449/9a34ea2efb53/12877_2017_591_Fig1_HTML.jpg

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