社交媒体对睡眠日记的影响:分析altmetrics和引用数量之间的相关性
Salman Hussain1, Raisa Chowdhury2, Yaqoub Sharhan3
1Department of Otolaryngology-Head and Neck Surgery, University of Ottawa, Ottawa, ON, Canada. q80salman98@gmail.com.
Sleep & breathing = Schlaf & Atmung
|February 11, 2025
概括
X活动对Altmetric注意力得分 (AAS) 有很大的影响,但AAS并不能根据睡眠医学期刊的引用数量一致预测长期的学术影响.
科学领域:
- 图书统计学和科学传播.
- 学术影响评估. 学术影响评估.
背景情况:
- 传统的指标,如引用数量,是评估研究影响力的标准.
- 传统指标在捕捉研究覆盖范围方面存在局限性.
- 另外,Altmetric的注意力评分 (AAS) 提供了对在线参与的动态分析.
研究的目的:
- 检查X (以前的Twitter) 活动在塑造AAS中的作用.
- 探索AAS和传统引用数量之间的相关性.
- 在睡眠医学期刊中分析这些指标.
主要方法:
- 分析了来自十大睡眠期刊 (2020-2021) 的3944篇文章.
- 从期刊引用报告 (JCR) 和Altmetrics网站收集数据.
- 在R软件中使用Pearson和Spearman的相关性进行统计分析.
主要成果:
- 在AAS和引用数量之间存在微弱的正相关性 (r=0.22).
- 在X活动和AAS之间有很强的相关性 (r=0.65).
- 在X活动和引用数量之间存在弱相关性 (r=0.16).
结论:
- 在睡眠医学中,X活性显著影响AAS.
- AAS反映了即时的在线关注,但并不总是具有长期的学术影响.
- 当前的指标可能无法完全捕捉到研究的多方面的影响.
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