Menstrual health under the scientific microscope: Text mining analysis.

Brice Gouvernet, Julie Brisson
{"title":"Menstrual health under the scientific microscope: Text mining analysis.","authors":"Brice Gouvernet, Julie Brisson","doi":"10.1177/17455057241290895","DOIUrl":null,"url":null,"abstract":"<p><p>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.</p>","PeriodicalId":75327,"journal":{"name":"Women's health (London, England)","volume":"20 ","pages":"17455057241290895"},"PeriodicalIF":0.0000,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11523156/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Women's health (London, England)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1177/17455057241290895","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

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.

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
科学显微镜下的月经健康:文本挖掘分析。
月经健康是一个跨学科问题,需要对其生物学基础之外的社会、心理和文化层面进行广泛而综合的理解。本研究通过探讨月经健康中不断演变的范式,研究 1970 年至 2023 年的科学文献库是否符合这一整体视角。研究以库恩的理论框架为基础,深入探讨了几十年来出现的主题转变、作者合作和国际合作关系。利用先进的文本挖掘方法,我们分析了 2023 年 9 月从科学信息研究所 Web of Science 和 PubMed 获取的 34854 份文件数据集。这些文档经过重复数据删除和数据清理处理,以确保准确性。研究综合运用了单变量分析、对应因子分析、层次聚类分析和网络分析等方法,揭示了月经健康研究中的主题演变和合作动态。专题分析揭示了月经健康研究的三个不同时期,描绘了不断演变的范式。第一个时期(1970-1996 年)的重点是生殖健康、不孕症治疗、激素调节和流行病学。第二个时期(1997-2017 年)见证了一个过渡,强调月经健康和社会不平等、妇科研究和避孕。第三个时期(2018-2023 年)继续关注避孕和生殖健康,但引入了明显的心理维度,强调月经失调、妇科手术和社会经济问题。合作分析表明,连通性增强,研究人员群体得到巩固,并向跨学科方法转变。虽然国际合作表明了全球承诺,但地理上的集中也引发了关于范式普遍性的问题。这项研究显示了月经健康范式的存在和演变。研究结果表明,以加强合作和全球承诺为标志,月经健康范式正在形成。研究承认生物学方面的关键作用,强调需要对月经健康有一个平衡、全面的认识。必须继续努力,量身定制干预措施,促进包容性,尊重与月经有关的各种文化和心理现实。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Physical violence and its associations: Insights from nationally representative data in India. Unlocking breast cancer in Brazilian public health system: Using tissue microarray for accurate immunohistochemical evaluation with limitations in subtyping. Adapting and validating the satisfaction, alertness, timing, efficiency, and duration-breast cancer (SATED-BC) scale for measuring sleep health in Spanish women treated for breast cancer. "Listening to understand," exploring postpartum women's perceptions of their social networks and social support in relation to their health behaviors and weight: A qualitative exploratory study. Evaluation of mental disorder related to colposcopy procedure during the COVID period: A cross-sectional study.
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1