1990-2022 年职业医学研究课题:文本挖掘应用文献计量学研究。

IF 5.4 3区 材料科学 Q2 CHEMISTRY, PHYSICAL
ACS Applied Energy Materials 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
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引用次数: 0

摘要

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

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.

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来源期刊
ACS Applied Energy Materials
ACS Applied Energy Materials Materials Science-Materials Chemistry
CiteScore
10.30
自引率
6.20%
发文量
1368
期刊介绍: ACS Applied Energy Materials is an interdisciplinary journal publishing original research covering all aspects of materials, engineering, chemistry, physics and biology relevant to energy conversion and storage. The journal is devoted to reports of new and original experimental and theoretical research of an applied nature that integrate knowledge in the areas of materials, engineering, physics, bioscience, and chemistry into important energy applications.
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