Cluster Analysis on Gastrointestinal Symptoms during Menopausal Transition.
cluster analysis
gastrointestinal symptom
middle-aged
race/ethnicity
women
Journal
Western journal of nursing research
ISSN: 1552-8456
Titre abrégé: West J Nurs Res
Pays: United States
ID NLM: 7905435
Informations de publication
Date de publication:
02 2023
02 2023
Historique:
pubmed:
9
7
2022
medline:
27
12
2022
entrez:
8
7
2022
Statut:
ppublish
Résumé
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.
Identifiants
pubmed: 35801285
doi: 10.1177/01939459221109810
doi:
Types de publication
Journal Article
Research Support, N.I.H., Extramural
Langues
eng
Sous-ensembles de citation
IM
Pagination
133-143Subventions
Organisme : NINR NIH HHS
ID : R01 NR008926
Pays : United States
Organisme : NINR NIH HHS
ID : R01 NR010568
Pays : United States