基于癌症疼痛与心理社会因素之间的相关性进行的图书统计可视化分析
1Department of Anesthesiology, Shapingba Hospital affiliated to Chongqing University (Shapingba District People's Hospital of Chongqing), Chongqing City, China. dr.shuai@cqu.edu.cn.
概括
这项研究分析了癌症疼痛和心理社会研究,揭示了从疼痛管理转向生活质量和心理健康的转变. 未来的研究应该专注于多学科合作和个性化干预,以获得更好的患者结果.
科学领域:
- 多学科研究在瘤学,心理学和社会科学的交叉点.
- 科学文献的图书统计和主题建模分析.
背景情况:
- 癌症疼痛显著影响患者的预后和生活质量.
- 目前的治疗方法受到未确定的心理社会因素的限制.
- 进一步的研究对于理解和解决这些因素至关重要.
研究的目的:
- 分析癌症疼痛和心理社会因素的研究环境,使用文献计量方法.
- 识别概念关联和尚未探索的研究联系.
- 绘制该领域的演变和当前趋势的地图.
主要方法:
- 在科学网络数据库中进行全面的文献搜索.
- 使用Citespace,VOSviewer,R (bibliometrix) 和KH Coder进行的图书计量可视化分析.
- 隐性迪里克莱特分配 (LDA) 主题建模以确定研究主题.
主要成果:
- 研究表明,以美国为首的阶段性增长,以及杜克大学等机构的关键贡献.
- 热点从"流行"和"管理"演变为"生活质量"和"抑郁".
- LDA确定了四个主要的研究方向:生活质量/结果,疼痛管理,特殊人群和多维方面/应对.
结论:
- 癌症疼痛和心理社会研究是一个由美国领导的合作领域.
- 研究重点已经转向心理健康和生活质量.
- 未来的优先事项包括加强多学科合作,探索分子机制和个性化心理干预.
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