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Statistical Significance and Clinical Relevance
The Importance of Power in Clinical Trials in Dermatology
Sachin S. Bhardwaj, MD;
Fabian Camacho, MS;
Amy Derrow, MS;
Alan B. Fleischer, Jr, MD;
Steven R. Feldman, MD, PhD
Arch Dermatol. 2004;140:1520-1523.
When evaluating the validity of a study, the reader must consider both the clinical and statistical significance of the findings. A study that claims clinical relevance may lack sufficient statistical significance to make a meaningful statement. Conversely, a study that shows a statistically significant difference in 2 treatment options may lack practicality. The concept of power of a clinical trial refers to the probability of detecting a difference between study groups when a true difference exists. We will discuss statistical power by examining studies too small to identify important differences, studies so large as to identify differences that are not clinically significant, difficult-to-design studies without very large patient populations, and those studies with both adequate power and clinically relevant findings. Dermatologists should not focus on small P values alone to decide whether a treatment is clinically useful; it is essential to consider the magnitude of treatment differences and the power of the study.
Author Affiliations: Center for Dermatology Research, Department of Dermatology, Wake Forest University School of Medicine, Winston-Salem, NC.
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THIS ARTICLE HAS BEEN CITED BY OTHER ARTICLES
Errors in the archives of dermatology and the journal of the american academy of dermatology from january through december 2003.
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Arch Dermatol 2006;142:737-740.
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