Literature DB >> 34165446

A decision tree analysis on multiple factors related to menopausal symptoms.

Eun-Ok Im1, Jee-Seon Yi1,2, Wonshik Chee1.   

Abstract

OBJECTIVES: The purpose of this study was to examine the specific characteristics that were directly linked to menopausal symptoms of midlife women from four major racial/ethnic groups in the United States using a decision tree analysis.
METHODS: This was a secondary analysis of the data from 1,027 midlife women from 2 larger Internet-based studies. The parent studies used the Midlife Women's Symptom Index with multiple questions on background characteristics and health and menopausal status. The data were analyzed using ANOVA and decision tree analyses.
RESULTS: Across all the racial/ethnic groups, menopausal stage and country of birth were significantly related to the total number and total severity scores of menopausal symptoms (P < 0.001). In each racial/ethnic group, different combined characteristics of the participants were closely linked to the total number and total severity scores of menopausal symptoms (P < 0.05). For instance, in African Americans, the total severity scores of menopausal symptoms increased among those who were postmenopausal (P < 0.001), US born (P < 0.001), and with low family income (P = 0.030).
CONCLUSIONS: Specific risk groups by the combined characteristics need to be considered in future practice with midlife women.
Copyright © 2021 by The North American Menopause Society.

Entities:  

Mesh:

Year:  2021        PMID: 34165446      PMCID: PMC8238351          DOI: 10.1097/GME.0000000000001798

Source DB:  PubMed          Journal:  Menopause        ISSN: 1072-3714            Impact factor:   3.310


  23 in total

1.  The Midlife Women's Symptom Index (MSI).

Authors:  Eun-Ok Im
Journal:  Health Care Women Int       Date:  2006-03

2.  Characterizing the trajectories of vasomotor symptoms across the menopausal transition.

Authors:  Ping G Tepper; Maria M Brooks; John F Randolph; Sybil L Crawford; Samar R El Khoudary; Ellen B Gold; Bill L Lasley; Bobby Jones; Hadine Joffe; Rachel Hess; Nancy E Avis; Sioban Harlow; Daniel S McConnell; Joyce T Bromberger; Huiyong Zheng; Kristine Ruppert; Rebecca C Thurston
Journal:  Menopause       Date:  2016-10       Impact factor: 2.953

3.  Longitudinal analysis of changes in weight and waist circumference in relation to incident vasomotor symptoms: the Study of Women's Health Across the Nation (SWAN).

Authors:  Ellen B Gold; Sybil L Crawford; Janie F Shelton; Ping G Tepper; Carolyn J Crandall; Gail A Greendale; Karen A Matthews; Rebecca C Thurston; Nancy E Avis
Journal:  Menopause       Date:  2017-01       Impact factor: 2.953

4.  Menopausal symptoms among four major ethnic groups in the United States.

Authors:  Eun-Ok Im; Bokim Lee; Wonshik Chee; Adama Brown; Sharon Dormire
Journal:  West J Nurs Res       Date:  2010-06       Impact factor: 1.967

5.  Racial/ethnic disparities in women's sleep duration, continuity, and quality, and their statistical mediators: Study of Women's Health Across the Nation.

Authors:  Karen A Matthews; Martica H Hall; Laisze Lee; Howard M Kravitz; Yuefang Chang; Bradley M Appelhans; Leslie M Swanson; Genevieve S Neal-Perry; Hadine Joffe
Journal:  Sleep       Date:  2019-05-01       Impact factor: 5.849

6.  Prevalence of symptoms and associated factors across menopause status in Taiwanese women.

Authors:  Pei-Shan Lee; Chyi-Long Lee
Journal:  Menopause       Date:  2020-10-12       Impact factor: 2.953

7.  Trends in the Family Income Distribution by Race/Ethnicity and Income Source, 1988-2009.

Authors:  Shannon M Monnat; Lawrence E Raffalovich; Hui-Shien Tsao
Journal:  Popul Rev       Date:  2012

8.  Menopause symptoms' predictors: the influence of lifestyle, health- and menopause-related, and sociodemographic characteristics.

Authors:  Filipa Pimenta; Isabel Leal; João Maroco; Catarina Ramos
Journal:  J Women Aging       Date:  2012

9.  A framework for sensitivity analysis of decision trees.

Authors:  Bogumił Kamiński; Michał Jakubczyk; Przemysław Szufel
Journal:  Cent Eur J Oper Res       Date:  2017-05-24       Impact factor: 2.345

Review 10.  Depression in the menopause transition: risks in the changing hormone milieu as observed in the general population.

Authors:  Ellen W Freeman
Journal:  Womens Midlife Health       Date:  2015-08-11
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