Evidence map›Paper›PMID 39449243›Full record

ReviewWomen's health (London, England)

Menstrual health under the scientific microscope: Text mining analysis.

Brice Gouvernet, Julie Brisson

Abstract readReview
In one paragraph

Review in Women's health (London, England). The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed, 1 pooled it
–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

4 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. Article
  4. Article
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

2 authors.

Brice GouvernetUniv Rouen Normandie, CRFDP UR 7475, Rouen, France.
Julie BrissonUniv Rouen Normandie, CRFDP UR 7475, Rouen, France.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Menstrual health represents an interdisciplinary concern that necessitates a broad, integrated understanding beyond its biological foundations, encompassing social, psychological, and cultural dimensions. This study examines whether the corpus of scientific literature from 1970 to 2023 aligns with this holistic perspective by exploring the evolving paradigms within menstrual health. Grounded in Kuhn's theoretical framework, the research delves into thematic shifts, author collaborations, and international partnerships that have emerged over the decades. Utilizing advanced text-mining methodologies, we analyzed a dataset of 34,854 documents obtained from Institute for Scientific Information Web of Science and PubMed in September 2023. These documents were processed through deduplication and data cleaning to ensure accuracy. The study employs a combination of univariate analyses, correspondence factor analyses, hierarchical cluster analyses, and network analyses to uncover insights into thematic evolution and collaborative dynamics within menstrual health research. Thematic analysis reveals three distinct periods in menstrual health research, depicting evolving paradigms. In the first period (1970-1996), the focus was on reproductive health, infertility treatments, hormonal regulation, and epidemiology. The second period (1997-2017) witnesses a transition, emphasizing menstrual health and social inequalities, gynecological studies, and contraception. The third period (2018-2023) maintains a focus on contraception and reproductive health but introduces a pronounced psychological dimension, emphasizing menstrual disorders, gynecological surgery, and socioeconomic concerns. Collaboration analysis indicates increased connectivity, consolidation of researcher communities, and a shift toward interdisciplinary approaches. While international collaborations demonstrate global commitment, geographical concentration prompts questions about paradigm universality. The study shows the existence and evolution of the menstrual health paradigm. Findings suggest a trajectory toward paradigmatic inscription, marked by heightened collaboration and global commitment. Acknowledging the pivotal role of biological aspects, the study underscores the need for a balanced, holistic understanding of menstrual health. Continued efforts are essential to tailor interventions, foster inclusivity, and honor diverse cultural and psychological realities related to menstruation.

Indexed as

Data MiningMenstruationFemaleHumansReproductive HealthWomen's Healthmenstrual healthparadigmscientific representationsscientometricstext-mining

Identifiers

PMID39449243
PMCPMC11523156

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.