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Module contents:
Meta-analysis of continuous data
Learning objectives
What are continuous outcome data?
What information do I need?
Measuring the effect of treatment
On skew
Deciding on a change (from baseline)
Next module

What information do I need?

In order to perform meta-analyses using continuous data, we require three numbers from each treatment group. These are

  • The sample size
  • The mean
  • The standard deviation

making six numbers in total for a two-group trial.


Read Section 8.4.3 of the Reviewers' Handbook if you need to calculate a SD from standard error, p-value or confidence intervals

Sometimes we can readily extract these numbers from tables or the text of a report; sometimes we can't. Often it is possible to derive them from other statistics. Standard deviations are the most likely statistic to be missing in a trial report, but the Handbook includes details of how standard deviations can be obtained from standard errors, confidence intervals, t-statistics and p-values. If you have any need to perform these conversions, you should read it now. If other statistics are reported, such as medians, ranges and non-parametric tests (for example, a 'Mann-Whitney' test), then this is an indication that the outcome may have a skewed distribution. In some cases trials report nothing that will allow you to obtain a mean or a standard deviation. If this is the case you should attempt to contact the trialist and obtain the missing data.

© The Cochrane Collaboration 2002   Next: Measuring the effect of treatment