Does the inclusion of grey literature influence estimates of intervention effectiveness reported in meta-analyses?

L McAuleyD Moher


The inclusion of only a subset of all available evidence in a meta-analysis may introduce biases and threaten its validity; this is particularly likely if the subset of included studies differ from those not included, which may be the case for published and grey literature (unpublished studies, with limited distribution). We set out to examine whether exclusion of grey literature, compared with its inclusion in meta-analysis, provides different estimates of the effectiveness of interventions assessed in randomised trials. From a random sample of 135 meta-analyses, we identified and retrieved 33 publications that included both grey and published primary studies. The 33 publications contributed 41 separate meta-analyses from several disease areas. General characteristics of the meta-analyses and associated studies and outcome data at the trial level were collected. We explored the effects of the inclusion of grey literature on the quantitative results using logistic-regression analyses. 33% of the meta-analyses were found to include some form of grey literature. The grey literature, when included, accounts for between 4.5% and 75% of the studies in a meta-analysis. On average, published work, compared with grey literature, yielde...Continue Reading


Apr 13, 1991·Lancet·P J EasterbrookD R Matthews
Oct 1, 1991·BMJ : British Medical Journal·C M BeasleyD N Masica
Feb 1, 1995·JAMA : the Journal of the American Medical Association·K F SchulzD G Altman
Jul 13, 1994·JAMA : the Journal of the American Medical Association·D MoherG A Wells
Jul 24, 1998·JAMA : the Journal of the American Medical Association·M L CallahamG Young
Oct 1, 1998·Journal of General Internal Medicine·M Man-Son-HingA Lau

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