Wang Q, Zhang B
Clinical Epidemiology Unit, Hua Shan Hospital, Shanghai Medical University, China.
JAMA. 1998 Jul 15;280(3):283-5. doi: 10.1001/jama.280.3.283.
Study design and statistical analyses have improved in journals published in Western countries, but the type of research designs and statistical methods used in medical journals outside Western countries has not been assessed.
To determine the frequency of research designs and statistical techniques used in Chinese medical journals, types of statistical errors present, and trends over a 10-year period.
Evaluation of all original articles published in 5 leading journals in 1985 (N = 640) and in 1995 (N = 954).
Research designs and statistical methods.
Compared with 1985, significant improvement was seen in 1995; the percentages of original articles reporting clinical trials, prospective studies, or basic science research increased from 18% to 31% (P<.001), the proportion of papers using statistical tests increased from 40% to 60% (P<.001), more sophisticated statistical methods were used, and of those articles using statistics, the proportion using appropriate methods increased from 22% to 46% (P<.001). In both years, the most commonly used statistical methods were t tests and contingency tables. The most common errors were presentation of P values without specifying the test used, use of multiple t tests instead of analysis of variance, and use of unpaired t tests when paired tests were required.
The use of statistical methods in Chinese medical journals research is improving, and by 1995, the frequency of using statistical methods in published articles was similar to the results determined in previous studies of journals. However, the lack of or inappropriate use of statistics remains a serious problem.
西方国家出版的期刊在研究设计和统计分析方面已有改进,但西方国家以外的医学期刊所采用的研究设计类型和统计方法尚未得到评估。
确定中国医学期刊中所采用的研究设计和统计技术的频率、存在的统计错误类型以及10年间的趋势。
对1985年(N = 640)和1995年(N = 954)5种主要期刊上发表的所有原创文章进行评估。
研究设计和统计方法。
与1985年相比,1995年有显著改进;报告临床试验、前瞻性研究或基础科学研究的原创文章百分比从18%增至31%(P<0.001),使用统计检验的论文比例从40%增至60%(P<0.001),采用了更复杂的统计方法,且在使用统计学的文章中,采用恰当方法的比例从22%增至46%(P<0.001)。在这两年中,最常用的统计方法是t检验和列联表。最常见的错误是在未指明所用检验的情况下呈现P值、使用多个t检验而非方差分析以及在需要配对检验时使用非配对t检验。
中国医学期刊研究中统计方法的使用正在改进,到1995年,已发表文章中使用统计方法的频率与先前期刊研究得出的结果相似。然而,统计方法的缺乏或使用不当仍然是一个严重问题。