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围绝经期胃肠道症状的聚类分析

Cluster Analysis on Gastrointestinal Symptoms during Menopausal Transition.

作者信息

Im Eun-Ok, Choi Mi-Young, Jin Ruiqi, Kim Gayeong, Chee Wonshik

机构信息

School of Nursing, Emory University, Atlanta, GA, USA.

Department of Nursing Science, Chungbuk National University, Cheongju, South Korea.

出版信息

West J Nurs Res. 2023 Feb;45(2):133-143. doi: 10.1177/01939459221109810. Epub 2022 Jul 7.

Abstract

The purpose of this secondary analysis was to determine the clusters of midlife women by gastrointestinal (GI) symptoms and to explore differences in the clusters by race/ethnicity. This analysis used the data from two internet-based studies among 1,054 midlife women. The analysis was conducted with the data on background characteristics, health and menopausal status, and GI symptoms (collected using the GI Symptom Index for Midlife Women). The data were analyzed using factor analyses, hierarchical cluster analyses, chi-square tests, multinomial logistic regression analyses, and analyses of covariance. Three clusters were adopted: Cluster 1 (with low total numbers and severity scores of symptoms; 46.0%), Cluster 2 (with moderate total numbers and severity scores of symptoms; 44.0%), and Cluster 3 (with high total numbers and severity scores of symptoms; 10.0%). Only in Cluster 2, there were significant racial/ethnic differences in individual GI symptoms. These results provide directions for future GI symptom management among midlife women.

摘要

这项二次分析的目的是根据胃肠道(GI)症状确定中年女性的聚类,并探讨不同种族/族裔在这些聚类中的差异。该分析使用了两项基于互联网的研究数据,研究对象为1054名中年女性。分析采用了关于背景特征、健康和绝经状态以及GI症状(使用中年女性GI症状指数收集)的数据。数据通过因子分析、层次聚类分析、卡方检验、多项逻辑回归分析和协方差分析进行分析。采用了三个聚类:聚类1(症状总数和严重程度得分低;46.0%)、聚类2(症状总数和严重程度得分中等;44.0%)和聚类3(症状总数和严重程度得分高;10.0%)。仅在聚类2中,个体GI症状存在显著的种族/族裔差异。这些结果为未来中年女性GI症状管理提供了方向。

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