与资金相关的护理研究成果的跨国比较:人工智能增强的多变量分析
Elena Sblendorio1, Marco Tomietto2, Vincenzo Dentamaro3
1Department of Biomedicine and Prevention, University of Rome "Tor Vergata," Rome, Italy; Azienda Ospedaliero-Universitaria Consorziale Policlinico di Bari, Bari, Italy.
Nursing outlook
|November 7, 2025
概括
研究经费可以提高护理出版物的数量,但不一定是质量. 提高研究质量需要对基础设施和能力建设进行更广泛的投资,而不仅仅是直接资金.
科学领域:
- 护理研究 护理研究
- 科学测量公司的科学测量.
- 健康 结果 研究 研究 结果
背景情况:
- 全球护理研究投资旨在改善健康结果.
- 研究资金与出版物质量之间的关系尚不清楚.
- 分析重点关注29个高生产率国家的趋势.
研究的目的:
- 分析2017-2022年国际护理研究趋势.
- 检查申报的资金与出版量之间的相关性.
- 评估资金与出版物质量之间的关系.
主要方法:
- 使用Python进行人工智能增强的科学度分析.
- 基于Scimago的2022 Scopus更新的期刊四分位数分类 (Q1-Q4).
- 质量指标包括引用与出版物比率和Q1出版物比例;异常值检测使用本地异常值因子.
主要成果:
- 护理研究呈现出二次增长.
- 两个质量指标之间存在强烈的相关性 (r=0.916,p<0.001).
- 资金与出版物数量相关 (r=0.955,p<0.001),但与质量无关 (r=-0.077,p=0.686). 美国在量方面领先;英国和欧洲国家在质量方面领先. 在印度尼西亚,沙特阿拉伯,中国,伊朗,韩国和土耳其观察到显著增长.
结论:
- 声明的资金显著增加了护理出版物数量.
- 提高研究质量需要全面的投资策略.
- 投资应包括基础设施和能力建设的间接成本.
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