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样本量的确定:健康研究人员实用指南。

Sample size determination: A practical guide for health researchers.

作者信息

Althubaiti Alaa

机构信息

College of Medicine King Saud bin Abdulaziz University for Health Sciences Jeddah Saudi Arabia.

King Abdullah International Medical Research Centre Jeddah Saudi Arabia.

出版信息

J Gen Fam Med. 2022 Dec 14;24(2):72-78. doi: 10.1002/jgf2.600. eCollection 2023 Mar.

Abstract

Although sample size calculations play an essential role in health research, published research often fails to report sample size selection. This study aims to explain the importance of sample size calculation and to provide considerations for determining sample size in a simplified manner. Approaches to sample size calculation according to study design are presented with examples in health research. For sample size estimation, researchers need to (1) provide information regarding the statistical analysis to be applied, (2) determine acceptable precision levels, (3) decide on study power, (4) specify the confidence level, and (5) determine the magnitude of practical significance differences (effect size). Most importantly, research team members need to engage in an open and realistic dialog on the appropriateness of the calculated sample size for the research question(s), available data records, research timeline, and cost. This study aims to further inform researchers and health practitioners interested in quantitative research, so as to improve their knowledge of sample size calculation.

摘要

尽管样本量计算在健康研究中起着至关重要的作用,但已发表的研究往往未报告样本量的选择。本研究旨在解释样本量计算的重要性,并以简化的方式提供确定样本量时的注意事项。文中结合健康研究中的实例,介绍了根据研究设计进行样本量计算的方法。对于样本量估计,研究人员需要:(1)提供有关将应用的统计分析的信息;(2)确定可接受的精度水平;(3)决定研究效能;(4)指定置信水平;(5)确定实际显著差异的大小(效应量)。最重要的是,研究团队成员需要就计算出的样本量对于研究问题、可用数据记录、研究时间表和成本的适用性展开开放且实际的讨论。本研究旨在进一步为对定量研究感兴趣的研究人员和健康从业者提供信息,以增进他们对样本量计算的了解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/605f/10000262/1d1a14f6adbb/JGF2-24-72-g003.jpg

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