ArticleMedicine2026
Exploring the impact of health education on menopause based on comprehensive bibliometric analysis.
Article in Medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
Abstract
To comprehensively analyze the research status, hotspots, and trends of the impact of health education on menopause using bibliometric and visualization methods, and to explore future research directions in this field. Articles from 2015 to 2024 in the Web of Science database were retrieved and analyzed using R software, VOSviewer, and CiteSpace to build cooperation, co-citation, and keyword co-occurrence networks. The annual publication volume fluctuated between 2015 and 2024, reaching a low of 48 in 2018 and peaking at 113 in 2024. The United States contributed the most articles (200). Journals such as Menopause were central to the field. Research hotspots focused on preventing menopausal health issues through education. Three distinct keyword clusters were identified. The research trajectory has evolved towards integrating medical practice with broader educational exploration. Health education is expected to be a major focus in menopausal health management. This paper reviewed and analyzed the status and hotspots, providing references for future research.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.