Research topics in occupational medicine, 1990-2022: A text-mining-applied bibliometric study.

IF 4.7 2区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Scandinavian journal of work, environment & health Pub Date : 2024-10-01 Epub Date: 2024-07-06 DOI:10.5271/sjweh.4177
Kosuke Sakai, Tomohisa Nagata, Takahiro Mori, Shunsuke Inoue, Hideki Fujiwara, Kiminori Odagami, Nuri Purwito Adi, Masayuki Tatemichi, Koji Mori
{"title":"Research topics in occupational medicine, 1990-2022: A text-mining-applied bibliometric study.","authors":"Kosuke Sakai, Tomohisa Nagata, Takahiro Mori, Shunsuke Inoue, Hideki Fujiwara, Kiminori Odagami, Nuri Purwito Adi, Masayuki Tatemichi, Koji Mori","doi":"10.5271/sjweh.4177","DOIUrl":null,"url":null,"abstract":"<p><strong>Objective: </strong>Occupational health has been influenced by societal and industrial changes. This study aimed to clarify topic trends in occupational health research in 1990-2022.</p><p><strong>Methods: </strong>We conducted a text-mining-adjusted bibliometric study using research titles in occupational health. Data on research titles and the years of publication were collected from 26 peer-reviewed journals on PubMed. Using morphological and correspondence analyses in text mining, we structured research topics into multiple categories and visualized the relationship between all categories and publication years. Statistical analyses were conducted using the text mining software - KH Coder 3.0.</p><p><strong>Results: </strong>We obtained 48 645 articles containing 714 890 words in their titles. The research topics were classified into 4 categories and 17 subcategories, of which those of occupations; countries; non-intervention; psychosocial factors; lifestyle factors; safety; symptoms; therapy and care; and productivity have recently shown an increasing trend. In contrast, the subcategories of risk, chemical factors, disease, and organ damage showed decreasing trends. Chemical factors, which were the main topics in the 1990s, included risk, organ damage, and disease. Productivity, the main topic in the 2020s, co-occurred with lifestyle factors, symptoms, and intervention.</p><p><strong>Conclusions: </strong>Focal areas in occupational-health research shift according to societal trends. Occupational-health research has primarily analyzed issues in developed countries with capitalist values and may not have sufficiently covered issues in developing countries. It is imperative for policymakers and public funding bodies to determine priorities for investigation in the field.</p>","PeriodicalId":21528,"journal":{"name":"Scandinavian journal of work, environment & health","volume":" ","pages":"567-576"},"PeriodicalIF":4.7000,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11479747/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Scandinavian journal of work, environment & health","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.5271/sjweh.4177","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/7/6 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH","Score":null,"Total":0}
引用次数: 0

Abstract

Objective: Occupational health has been influenced by societal and industrial changes. This study aimed to clarify topic trends in occupational health research in 1990-2022.

Methods: We conducted a text-mining-adjusted bibliometric study using research titles in occupational health. Data on research titles and the years of publication were collected from 26 peer-reviewed journals on PubMed. Using morphological and correspondence analyses in text mining, we structured research topics into multiple categories and visualized the relationship between all categories and publication years. Statistical analyses were conducted using the text mining software - KH Coder 3.0.

Results: We obtained 48 645 articles containing 714 890 words in their titles. The research topics were classified into 4 categories and 17 subcategories, of which those of occupations; countries; non-intervention; psychosocial factors; lifestyle factors; safety; symptoms; therapy and care; and productivity have recently shown an increasing trend. In contrast, the subcategories of risk, chemical factors, disease, and organ damage showed decreasing trends. Chemical factors, which were the main topics in the 1990s, included risk, organ damage, and disease. Productivity, the main topic in the 2020s, co-occurred with lifestyle factors, symptoms, and intervention.

Conclusions: Focal areas in occupational-health research shift according to societal trends. Occupational-health research has primarily analyzed issues in developed countries with capitalist values and may not have sufficiently covered issues in developing countries. It is imperative for policymakers and public funding bodies to determine priorities for investigation in the field.

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
1990-2022 年职业医学研究课题:文本挖掘应用文献计量学研究。
目的:职业健康一直受到社会和工业变革的影响。本研究旨在阐明 1990-2022 年职业健康研究的主题趋势:方法:我们利用职业健康领域的研究标题进行了文本挖掘调整后的文献计量学研究。我们从 PubMed 上的 26 种同行评审期刊中收集了有关研究标题和发表年份的数据。利用文本挖掘中的形态分析和对应分析,我们将研究课题分为多个类别,并将所有类别与发表年份之间的关系可视化。统计分析使用文本挖掘软件 KH Coder 3.0 进行:我们获得了 48 645 篇文章,标题中包含 714 890 个单词。研究课题分为 4 个类别和 17 个子类别,其中职业、国家、非干预、社会心理因素、生活方式因素、安全、症状、治疗和护理以及生产率等类别的研究课题最近呈上升趋势。相比之下,风险、化学因素、疾病和器官损伤等子类别则呈下降趋势。化学因素是 20 世纪 90 年代的主要议题,包括风险、器官损伤和疾病。生产率是 2020 年代的主要议题,与生活方式因素、症状和干预并存:结论:职业健康研究的重点领域随着社会发展趋势而变化。职业健康研究主要分析的是具有资本主义价值观的发达国家的问题,可能没有充分涵盖发展中国家的问题。决策者和公共资助机构必须确定该领域研究的优先事项。
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
Scandinavian journal of work, environment & health
Scandinavian journal of work, environment & health 医学-公共卫生、环境卫生与职业卫生
CiteScore
8.20
自引率
9.50%
发文量
65
审稿时长
>12 weeks
期刊介绍: The aim of the Journal is to promote research in the fields of occupational and environmental health and safety and to increase knowledge through the publication of original research articles, systematic reviews, and other information of high interest. Areas of interest include occupational and environmental epidemiology, occupational and environmental medicine, psychosocial factors at work, physical work load, physical activity work-related mental and musculoskeletal problems, aging, work ability and return to work, working hours and health, occupational hygiene and toxicology, work safety and injury epidemiology as well as occupational health services. In addition to observational studies, quasi-experimental and intervention studies are welcome as well as methodological papers, occupational cohort profiles, and studies associated with economic evaluation. The Journal also publishes short communications, case reports, commentaries, discussion papers, clinical questions, consensus reports, meeting reports, other reports, book reviews, news, and announcements (jobs, courses, events etc).
期刊最新文献
Effectiveness of a team-level participatory approach aimed at improving sustainable employability among long-term care workers: a randomized controlled trial. Development of a gender-specific European job exposure matrix (EuroJEM) for physical workload and its validation against musculoskeletal pain. Occupational exposures of firefighting and prostate cancer risk in the Norwegian Fire Departments Cohort. The consequences of after-hours work: a fixed-effect study of burnout, pain, detachment and work-home conflict among Norwegian workers. Differential attrition and engagement in randomized controlled trials of occupational mental health interventions in person and online: A systematic review and meta-analysis.
×
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