体育和运动科学的探索性研究:感知,挑战和建议
Massimiliano Ditroilo1, Cristian Mesquida2, Grant Abt3
1School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin, Ireland.
Journal of sports sciences
|April 8, 2025
概括
定量探索性研究对于体育和运动科学中产生假设至关重要,涉及到灵活的数据检查. 这些数据驱动分析的透明报告对于科学完整性至关重要.
科学领域:
- 运动与运动科学 运动与运动科学
- 量化研究方法 量化研究方法
- 科学知识的产生 科学知识的产生
背景情况:
- 对于科学发现至关重要的探索性研究,在体育和运动科学等领域经常被低估.
- 在数据驱动分析中缺乏透明度,这给科学严谨性带来了重大挑战.
- 区分探索性和确认性研究对于准确解释研究结果至关重要.
研究的目的:
- 审查在定量研究中的典型数据收集和使用.
- 将探索性研究与确认性研究区分开来,强调在探索性分析中无法控制I型和II型错误.
- 确定提高探索性研究质量和价值的因素.
主要方法:
- 对数据收集和使用实践的审查.
- 基于数据驱动分析特征的探索性和确认性研究设计之间的区别.
- 确定影响探索性分析质量的关键因素.
主要成果:
- 探索性研究的特点是数据驱动的分析,其中统计错误控制是不可行的.
- 提高探索性研究质量的因素包括大样本大小,独特的样本组成,严格的数据收集和既定措施.
- 观察各个变量的连贯模式和产生新研究问题的潜力是关键结果.
结论:
- 对定量探索性研究进行透明报告对于促进体育和运动科学领域的科学知识的发展至关重要.
- 为进行和报告探索性研究提供了指导方针,以提高其质量和影响.
- 采用探索性分析透明地促进了假设生成和未来的证实性研究.
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