{"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}
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.