影响癌症研究研究影响的因素:合作和知识网络分析
Shuang Liao1, Christopher Lavender2, Huiwen Zhai2
1State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, No. 651 Dongfeng East Road, Guangzhou, 510060, Guangdong, People's Republic of China. liaoshuang@sysucc.org.cn.
Health research policy and systems
|August 6, 2024
概括
国际合作和行业参与促进了癌症研究的影响. 职业生涯早期的研究人员应该扩大他们的网络,而所有人都应该专注于跨学科,以知识为导向的方法,以获得更大的影响力.
科学领域:
- 在瘤学瘤学.
- 图书统计学 图书统计学
- 网络科学 网络科学
背景情况:
- 癌症研究在理解社区演变和影响因素方面面临挑战.
- 研究能力和影响取决于社会和知识网络.
- 该研究重点关注癌症研究中的"合成致死性"领域,因为它的增长和协作.
研究的目的:
- 分析合成致死性癌症研究中的多层次协作和知识网络.
- 通过论文引用来衡量影响研究能力和影响的因素.
- 探索网络属性与引用数量之间的关系.
主要方法:
- 在癌症研究中对"合成致命性"的论文进行了图书统计分析.
- 协作和知识结构的网络分析.
- 负二项式回归用于评估节点属性的引用影响.
主要成果:
- 合成杀伤性领域显示高知识网络集成和一些协作网络集群.
- 领先的国际合作地位和行业参与与更高的引用有显著的相关性.
- 个人层面的网络显示了主要作者中心性和引用之间的反向U形关系,结构上的漏洞对引用产生了积极的影响.
- 知识网络的结构性漏洞对引用数量产生了积极和显著的影响.
结论:
- 非领先国家应加强国际合作地位,以提高研究能力.
- 职业生涯早期的研究人员从增加合作者数量中受益.
- 鼓励大学与工业合作对于整合资源和加强研究至关重要.
- 专注于跨学科领域和独特的问题可以提高研究成果和影响力.
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