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xtConclusions Conclusions arrived at by individual studies are often limited by constraints such as small sample size or confounding variables. A meta-analysis is a statistical approach that combines data from multiple studies in order to reveal variation or consistency in effects. Through meta-analysis, hypotheses can be addressed with a larger, more comprehensive sample, and the aggregation of information can result in conclusions that are are more broadly applicable than for a single study.