Evidence map›Paper›PMID 40406551›Full record

ArticleAnnals of neurosciences2025

Role of Health-promoting Behaviours in Minimising Mental Health Vulnerability of Middle-aged Women: Insights from Cluster Analysis.

Naga Seema, Anuradha Nautiyal, Suvashisa Rana

Abstract read
In one paragraph

Article in Annals of neurosciences, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Naga SeemaCentre for Psychology, School of Medical Sciences, University of Hyderabad, Telangana, India.ORCID https://orcid.org/0000-0002-1330-4594
Anuradha NautiyalCentre for Psychology, School of Medical Sciences, University of Hyderabad, Telangana, India.
Suvashisa RanaCentre for Psychology, School of Medical Sciences, University of Hyderabad, Telangana, India.ORCID https://orcid.org/0000-0002-1539-3033

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

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.

Indexed as

Health promotionmenopausemental healthmiddle-aged woman

Identifiers

PMID40406551
PMCPMC12092400

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.