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对照临床试验中设计和统计分析存在的问题:对西方期刊英文报告的分析

Issues of design and statistical analysis in controlled clinical acupuncture trials: an analysis of English-language reports from Western journals.

机构信息

Department of Health Statistics, West China School of Public Health, Sichuan University, Chengdu, People's Republic of China.

出版信息

Stat Med. 2012 Mar 30;31(7):606-18. doi: 10.1002/sim.4034. Epub 2011 Feb 22.

Abstract

OBJECTIVE

To investigate major methods of design and statistical analysis in controlled clinical acupuncture trials published in the West during the past six years (2003-2009) and, based on this analysis, to provide recommendations that address methodological issues and challenges in clinical acupuncture research.

METHOD

PubMed was searched for acupuncture RCTs published in Western journals in English between 2003 and 2009. The keyword used was acupuncture.

RESULTS

One hundred and eight qualified reports of acupuncture trials that included more than 30 symptoms/conditions were identified, analyzed, and grouped into efficacy (explanatory), effectiveness (pragmatically beneficial), and other (unspecified) studies. All were randomized controlled clinical trials (RCTs). In spite of significant improvement in the quality of acupuncture RCTs in the last 30 years, these reports show that some methodological issues and shortcomings in design and analysis remain. Moreover, the quality of the efficacy studies was not superior to that of the other types of studies. Research design and reporting problems include unclear patient criteria and inadequate practitioner eligibility, inadequate randomization, and blinding, deficiencies in the selection of controls, and improper outcome measurements. The problems in statistical analysis included insufficient sample sizes and power calculations, inadequate handling of missing data and multiple comparisons, and inefficient methods for dealing with repeated measure and cluster data, baseline value adjustment, and confounding issues.

CONCLUSION

Despite recent advancements in acupuncture research, acupuncture RCTs can be improved, and more rigorous research methods should be carefully considered.

摘要

目的

调查过去六年(2003-2009 年)在西方发表的对照临床试验中主要的设计和统计分析方法,并在此基础上为临床针灸研究中存在的方法学问题和挑战提供建议。

方法

检索 2003 年至 2009 年间在西方期刊上以英文发表的针灸 RCT,使用的关键词是针灸。

结果

共确定了 108 篇合格的针灸试验报告,这些报告包括 30 多种症状/疾病,进行了分析和分组,分为疗效(解释性)、效果(实用有益)和其他(未指定)研究。所有研究均为随机对照临床试验(RCT)。尽管在过去 30 年中,针灸 RCT 的质量有了显著提高,但这些报告表明,在设计和分析方面仍存在一些方法学问题和缺陷。此外,疗效研究的质量并不优于其他类型的研究。研究设计和报告存在的问题包括患者标准不明确和医师资格不足、随机分组和盲法不充分、对照选择不足以及结果测量不当。统计分析中存在的问题包括样本量和功效计算不足、缺失数据和多次比较处理不当、处理重复测量和聚类数据、基线值调整以及混杂因素问题的方法效率低下。

结论

尽管针灸研究近年来取得了进展,但针灸 RCT 仍可改进,应谨慎考虑更严格的研究方法。

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