扫描表面:使用网络扫描在体育医学中的数据收集指南
Adam M Pinkoski1, Patrick Ward2, Stefan Kluzek3,4,5
1Epidemiology, School of Public Health, University of Alberta, Alberta, Canada.
Journal of strength and conditioning research
|November 4, 2025
概括
网络扫描为体育医学研究提供了有价值的伤害和性能数据. 本指南详细介绍了可复制数据收集和分析的方法,促进开放科学实践,以获得可靠的结果.
科学领域:
- 运动医学 运动医学
- 数据科学数据科学数据科学
- 研究方法研究方法研究方法学
背景情况:
- 公开可用的受伤和表现数据越来越多地被用于体育医学研究.
- 网络抓取,从网站源代码中提取数据,是获得这些信息的常见方法.
- 当前研究中缺乏方法透明度,阻碍了可复制性.
研究的目的:
- 操作化和描述用于体育医学数据收集的网络选技术.
- 在应用体育医学中概述网络削的优缺点.
- 为可复制的网络抓取方法提供代码和数据的实用示例.
主要方法:
- 该研究将Web scraping描述为从网站源代码中提取数据的过程.
- 它强调了透明方法和数据共享对于可重复性的重要性.
- 提供了一个实用示例,附有代码和数据.
主要成果:
- 网络抓取可以收集公开可用的伤害和绩效数据.
- 方法的透明度和代码共享对于确保研究可复制性至关重要.
- 这项研究为在体育环境中应用可靠的网络抓取提供了一个框架.
结论:
- 实施透明的网络扫描方法可以提高体育医学研究的可靠性和可重复性.
- 采用开放科学实践,包括共享代码和数据,对于有意义的结果至关重要.
- 本指南有助于有效地使用网络选,以获得体育医学中数据驱动的洞察力.
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