三十年的风湿病学合作:一个全面的共同作者网络分析 (1994-2023)
1The Japanese Society of Internal Medicine, Japan.
Reumatologia
|June 9, 2025
概括
风湿病学研究合作已经增长,但仍然分散,与强大的本地联系,但有限的全球整合. 需要采取举措来加强国际连接,减少区域差异,以实现更快的进展.
科学领域:
- 风湿病学研究的研究.
- 图书统计学 图书统计学
- 网络分析 网络分析
背景情况:
- 合作研究对于科学进步至关重要.
- 了解研究网络的演变,为知识传播和影响提供了洞察力.
- 风湿病学研究已经出现了显著的增长,需要对其协作景观进行分析.
研究的目的:
- 在过去的三十年 (1994-2023) 中,研究风湿病学协作研究的演变.
- 确定关键的贡献者,结构趋势,和全球合作模式在风湿病学研究.
- 提供关于风湿病学研究合作的动态和影响因素的见解.
主要方法:
- 分析了来自Web of Science核心集合的31,231份类风湿病学出版物.
- 使用Python和PyCharm构建共同作者网络.
- 评估宏观层面 (密度,聚类系数) 和微观层面 (中心性措施) 的网络指标,并进行时间趋势分析.
主要成果:
- 出版量和协作量的显著扩张,以及持续的网络碎片化 (低密度,许多组件).
- 增加研究人员和机构的参与,促进区域合作.
- 识别关键的中心人物 (例如,尼科利诺·鲁珀托,约瑟夫·斯莫伦,约希亚·塔纳卡),促进知识交流.
- 局部化,紧密的协作模式 (高集群系数) 的持久性,尽管全球一体化有限.
结论:
- 风湿病学研究合作表现出增长和分裂的双重趋势.
- 虽然本地合作正在勃发展,但更广泛的国际一体化仍然是一个挑战.
- 促进全球连接和减少区域资源差异的倡议对于加速风湿病学研究的进展至关重要.
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