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Interpreting Statistical Significance - Cochrane

Statistical Significance 2013 08 12 1 Results should not be reported as statistically significant or statistically non-significant Statistical Significance is so commonly misreported and misinterpreted, that we recommend that terms such as not significant , not statistically significant , significant , statistically significant , trend towards [an effect] , borderline significant ) should not be used in EPOC reviews. In general point estimates and confidence intervals, when possible, or p-values should be reported. Plain language should be used to describe effects based on the size of the effect and the quality of the evidence.

Typically a cut-off of 5% is used to indicate statistical significance. This means that the results are considered to be „statistically non-significant‟ if the analysis shows that differences as large as (or larger than) the observed difference would be expected to occur by chance more than one out of twenty times (p > 0.05).

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