健康促进行为在减少中年妇女心理健康脆弱性中的作用:来自聚类分析的见解

IF 1.8 Q4 NEUROSCIENCES
Naga Seema, Anuradha Nautiyal, Suvashisa Rana
{"title":"健康促进行为在减少中年妇女心理健康脆弱性中的作用:来自聚类分析的见解","authors":"Naga Seema, Anuradha Nautiyal, Suvashisa Rana","doi":"10.1177/09727531251335429","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>A woman's primary concern during her middle adulthood is menopausal transition-a key aspect of her reproductive health. Although extensive research has been conducted on menopause and associated physiological and psychological changes, there remains a paucity of research on the role of health-promoting behaviours of middle-aged women in addressing their transitory state of mental health vulnerability.</p><p><strong>Purpose: </strong>The purpose of this study was threefold: (a) to identify profiles of middle-aged women based on their health-promoting behaviours using k-means cluster analysis, (b) to explore the role of health-promoting behaviours in minimising their mental health vulnerability and (c) to examine the major confounding variables in understanding their health-promoting behaviours.</p><p><strong>Methods: </strong>This study used a simple retrospective design with one group involving 440 Indian women selected through purposive sampling based on a degree of homogeneity of their developmental stage-middle adulthood. Two measures, the Health-Promoting Lifestyle Profile and Depression Anxiety and Stress Scale-21, were used along with a case history form.</p><p><strong>Results: </strong>The k-means cluster analysis yielded three clusters based on six domains of health-promoting behaviours. The discriminant analysis confirmed that the k-means clustering results were reliable with high classification accuracy. The findings posited that health-promoting behaviours played a significant role in minimising the mental health vulnerability of middle-aged women. Further analyses showed that the three clusters of middle-aged women were confounded by their age, menstrual stage and occupation.</p><p><strong>Conclusion: </strong>The findings shed new light on the significant association between health-promoting behaviours and mental health vulnerability of middle-aged women during menopausal transition, emphasising the need for future research in designing easily accessible tailor-made biopsychosocial interventions.</p>","PeriodicalId":7921,"journal":{"name":"Annals of Neurosciences","volume":" ","pages":"09727531251335429"},"PeriodicalIF":1.8000,"publicationDate":"2025-05-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12092400/pdf/","citationCount":"0","resultStr":"{\"title\":\"Role of Health-promoting Behaviours in Minimising Mental Health Vulnerability of Middle-aged Women: Insights from Cluster Analysis.\",\"authors\":\"Naga Seema, Anuradha Nautiyal, Suvashisa Rana\",\"doi\":\"10.1177/09727531251335429\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>A woman's primary concern during her middle adulthood is menopausal transition-a key aspect of her reproductive health. Although extensive research has been conducted on menopause and associated physiological and psychological changes, there remains a paucity of research on the role of health-promoting behaviours of middle-aged women in addressing their transitory state of mental health vulnerability.</p><p><strong>Purpose: </strong>The purpose of this study was threefold: (a) to identify profiles of middle-aged women based on their health-promoting behaviours using k-means cluster analysis, (b) to explore the role of health-promoting behaviours in minimising their mental health vulnerability and (c) to examine the major confounding variables in understanding their health-promoting behaviours.</p><p><strong>Methods: </strong>This study used a simple retrospective design with one group involving 440 Indian women selected through purposive sampling based on a degree of homogeneity of their developmental stage-middle adulthood. Two measures, the Health-Promoting Lifestyle Profile and Depression Anxiety and Stress Scale-21, were used along with a case history form.</p><p><strong>Results: </strong>The k-means cluster analysis yielded three clusters based on six domains of health-promoting behaviours. The discriminant analysis confirmed that the k-means clustering results were reliable with high classification accuracy. The findings posited that health-promoting behaviours played a significant role in minimising the mental health vulnerability of middle-aged women. Further analyses showed that the three clusters of middle-aged women were confounded by their age, menstrual stage and occupation.</p><p><strong>Conclusion: </strong>The findings shed new light on the significant association between health-promoting behaviours and mental health vulnerability of middle-aged women during menopausal transition, emphasising the need for future research in designing easily accessible tailor-made biopsychosocial interventions.</p>\",\"PeriodicalId\":7921,\"journal\":{\"name\":\"Annals of Neurosciences\",\"volume\":\" \",\"pages\":\"09727531251335429\"},\"PeriodicalIF\":1.8000,\"publicationDate\":\"2025-05-20\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12092400/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Annals of Neurosciences\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1177/09727531251335429\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"NEUROSCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Annals of Neurosciences","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1177/09727531251335429","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"NEUROSCIENCES","Score":null,"Total":0}
引用次数: 0

摘要

背景:女性在中年时期最关心的是绝经过渡——这是她们生殖健康的一个关键方面。虽然对更年期和相关的生理和心理变化进行了广泛的研究,但关于中年妇女促进健康的行为在解决其短暂的心理健康脆弱状态方面的作用的研究仍然很少。目的:本研究的目的有三个:(a)使用k-means聚类分析根据中年妇女的健康促进行为确定其概况,(b)探索健康促进行为在最大限度地减少其心理健康脆弱性方面的作用,(c)检查了解其健康促进行为的主要混杂变量。方法:本研究采用简单的回顾性设计,其中一组包括440名印度妇女,通过有目的的抽样选择,基于她们的发育阶段-中年的同质程度。两种测量方法,促进健康的生活方式概况和抑郁焦虑和压力量表-21,与病史表格一起使用。结果:k-均值聚类分析产生了基于六个健康促进行为领域的三个聚类。判别分析证实k-means聚类结果可靠,分类精度高。研究结果表明,促进健康的行为在最大限度地减少中年妇女的心理健康脆弱性方面发挥了重要作用。进一步的分析表明,这三组中年妇女在年龄、经期和职业方面存在混淆。结论:该研究结果揭示了绝经过渡期中年妇女健康促进行为与心理健康脆弱性之间的显著关联,强调了未来研究设计易于获取的量身定制的生物心理社会干预措施的必要性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Role of Health-promoting Behaviours in Minimising Mental Health Vulnerability of Middle-aged Women: Insights from Cluster Analysis.

Background: A woman's primary concern during her middle adulthood is menopausal transition-a key aspect of her reproductive health. Although extensive research has been conducted on menopause and associated physiological and psychological changes, there remains a paucity of research on the role of health-promoting behaviours of middle-aged women in addressing their transitory state of mental health vulnerability.

Purpose: The purpose of this study was threefold: (a) to identify profiles of middle-aged women based on their health-promoting behaviours using k-means cluster analysis, (b) to explore the role of health-promoting behaviours in minimising their mental health vulnerability and (c) to examine the major confounding variables in understanding their health-promoting behaviours.

Methods: This study used a simple retrospective design with one group involving 440 Indian women selected through purposive sampling based on a degree of homogeneity of their developmental stage-middle adulthood. Two measures, the Health-Promoting Lifestyle Profile and Depression Anxiety and Stress Scale-21, were used along with a case history form.

Results: The k-means cluster analysis yielded three clusters based on six domains of health-promoting behaviours. The discriminant analysis confirmed that the k-means clustering results were reliable with high classification accuracy. The findings posited that health-promoting behaviours played a significant role in minimising the mental health vulnerability of middle-aged women. Further analyses showed that the three clusters of middle-aged women were confounded by their age, menstrual stage and occupation.

Conclusion: The findings shed new light on the significant association between health-promoting behaviours and mental health vulnerability of middle-aged women during menopausal transition, emphasising the need for future research in designing easily accessible tailor-made biopsychosocial interventions.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Annals of Neurosciences
Annals of Neurosciences NEUROSCIENCES-
CiteScore
2.40
自引率
0.00%
发文量
39
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信