Kurichi Jibby E, Sonnad Seema S
Department of Surgery, University of Pennsylvania Medical School, Philadelphia, PA, USA.
J Am Coll Surg. 2006 Mar;202(3):476-84. doi: 10.1016/j.jamcollsurg.2005.11.018. Epub 2006 Jan 27.
It is important that clinicians understand statistical methods to incorporate statistics into their own research and to correctly translate published literature into improved patient care. The purpose of this study was to identify frequency and appropriate use of statistical methods in clinical surgical publications during the past 18 years.
The study included randomly selected issues from odd-numbered years of Annals of Surgery (Annals) and Archives of Surgery (Archives) between 1985 and 2003, and issues in 2003 from Journal of the American College of Surgeons (JACS), Journal of Surgical Research (JSR), and Surgery. We identified all statistical procedures reported in each article, examined correctness of methods, and reported trends in publication of statistical methods over time.
The proportion of publications incorporating statistics has increased over time. Declining trends were seen in the proportion of articles with no statistics (p < 0.0001). Approximately 35% of articles in 1985 did not use statistics compared with < 10% in 2003. Nonparametric tests increased (p < 0.0001) during the study period. In Archives of Surgery, nonparametric tests increased from 0% in 1985 to 33% in 2003, and in Annals of Surgery, from 12% in 1985 to 49% in 2003. Twenty-seven percent of studies included incorrect selection or reporting of statistical methods.
Overall, the statistical complexity of research in clinical surgery journals is increasing. It is important that clinicians reading this literature have sufficient knowledge of statistical methods to facilitate interpretation of increasingly sophisticated statistical analyses.
临床医生理解统计学方法对于将统计学纳入自身研究以及正确地将已发表文献转化为改善患者护理至关重要。本研究的目的是确定过去18年临床外科出版物中统计方法的使用频率及恰当性。
该研究纳入了1985年至2003年间《外科年鉴》(Annals)和《外科档案》(Archives)奇数年份的随机选取的期次,以及2003年《美国外科医师学会杂志》(JACS)、《外科研究杂志》(JSR)和《外科学》的期次。我们确定了每篇文章中报告的所有统计程序,检查了方法的正确性,并报告了统计方法随时间的发表趋势。
纳入统计学的出版物比例随时间增加。未使用统计学的文章比例呈下降趋势(p < 0.0001)。1985年约35%的文章未使用统计学,而2003年这一比例低于10%。在研究期间,非参数检验增加(p < 0.0001)。在《外科档案》中,非参数检验从1985年的0%增加到2003年的33%,在《外科年鉴》中,从1985年的12%增加到2003年的49%。27%的研究存在统计方法选择或报告错误。
总体而言,临床外科期刊研究的统计复杂性在增加。阅读这些文献的临床医生拥有足够的统计学方法知识以促进对日益复杂的统计分析的解释非常重要。