SynthesisThe Cochrane database of systematic reviews2007
Grey literature in meta-analyses of randomized trials of health care interventions.
Synthesis in The Cochrane database of systematic reviews, 2007. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 220 papers, 90 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
220 citing papers in PubMed, 90 syntheses or guidelines pooled it.
- Placebo effects of caffeine on sport performance: a systematic review and meta-analysis.Journal of the International Society of Sports Nutrition · 2026Pooled it
- Impacts of body donor non-anonymization on students' educational and humanistic development: A systematic review.Anatomical sciences education · 2026Pooled it
- Food-Related Attentional Biases in Restrained Eaters: A Meta-Analysis.The International journal of eating disorders · 2026Pooled it
- Effectiveness of transitional care program in older adults with heart failure: a systematic review and meta-analysis of randomised controlled trials.BMC geriatrics · 2026Pooled it
- Beyond the algorithm potential: orthodontic tooth-extraction decisions in the age of AI.Evidence-based dentistry · 2026Pooled it
- Methodological Quality of Systematic Reviews on Treatments for Gastric Cancer: A Cross-Sectional Study.Digestive surgery · 2026Pooled it
- Self-compassion and psychological distress in chronic illness: A meta-analysis.British journal of health psychology · 2025Pooled it
- Corticosteroid therapy for nephrotic syndrome in children.The Cochrane database of systematic reviews · 2024Pooled it
- Uncut Roux-en-Y reconstruction after distal gastrectomy for gastric cancer.The Cochrane database of systematic reviews · 2024Pooled it
- Biochar improves the nutrient cycle in sandy-textured soils and increases crop yield: a systematic review.Environmental evidence · 2024Pooled it
- Systematic Review to Inform a World Health Organization (WHO) Clinical Practice Guideline: Benefits and Harms of Structured and Standardized Education or Advice for Chronic Primary low back pain in Adults.Journal of occupational rehabilitation · 2023Pooled it
- Systematic Review to Inform a World Health Organization (WHO) Clinical Practice Guideline: Benefits and Harms of Transcutaneous Electrical Nerve Stimulation (TENS) for Chronic Primary Low Back Pain in Adults.Journal of occupational rehabilitation · 2023Pooled it
- Systematic Review to Inform a World Health Organization (WHO) Clinical Practice Guideline: Benefits and Harms of Needling Therapies for Chronic Primary Low Back Pain in Adults.Journal of occupational rehabilitation · 2023Pooled it
- Systematic Review to Inform a World Health Organization (WHO) Clinical Practice Guideline: Benefits and Harms of Structured Exercise Programs for Chronic Primary Low Back Pain in Adults.Journal of occupational rehabilitation · 2023Pooled it
- Antioxidant Activity of Leaf Extracts fromNutrients · 2023Pooled it
- Systematic Review of Culturally-Based Breast Cancer Health Studies in Hawai'i.Hawai'i journal of health & social welfare · 2023Pooled it
- Quantitative systematic review of the transformational leadership style as a driver of nurses' organisational commitment.Nursing open · 2023Pooled it
- COVID-19 in the homeless population: a scoping review and meta-analysis examining differences in prevalence, presentation, vaccine hesitancy and government response in the first year of the pandemic.BMC infectious diseases · 2023Pooled it
- Effect of Guarana (Nutrients · 2023Pooled it
- The Effects of Pharmacological Treatment of Nightmares: A Systematic Literature Review and Meta-Analysis of Placebo-Controlled, Randomized Clinical Trials.International journal of environmental research and public health · 2022Pooled it
160 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe inclusion of grey literature (i.e. literature that has not been formally published) in systematic reviews may help to overcome some of the problems of publication bias, which can arise due to the selective availability of data.
objectivesTo review systematically research studies, which have investigated the impact of grey literature in meta-analyses of randomized trials of health care interventions. SEARCH STRATEGY: We searched the Cochrane Methodology Register (The Cochrane Library Issue 3, 2005), MEDLINE (1966 to 20 May 2005), the Science Citation Index (June 2005) and contacted researchers who may have carried out relevant studies. SELECTION CRITERIA: A study was considered eligible for this review if it compared the effect of the inclusion and exclusion of grey literature on the results of a cohort of meta-analyses of randomized trials. DATA COLLECTION AND ANALYSIS: Data were extracted from each report independently by two reviewers. The main outcome measure was an estimate of the impact of trials from the grey literature on the pooled effect estimates of the meta-analyses. Information was also collected on the area of health care, the number of meta-analyses, the number of trials, the number of trial participants, the year of publication of the trials, the language and country of publication of the trials, the number and type of grey and published literature, and methodological quality. MAIN
resultsFive studies met the inclusion criteria. All five studies showed that published trials showed an overall greater treatment effect than grey trials. This difference was statistically significant in one of the five studies. Data could be combined for three of the five studies. This showed that, on average, published trials showed a 9% greater treatment effect than grey trials (ratio of odds ratios for grey versus published trials 1.09; 95% CI 1.03-1.16). Overall there were more published trials included in the meta-analyses than grey trials (median 224 (IQR 108-365) versus 45(IQR 40-102)). Published trials had more participants on average. The most common types of grey literature were abstracts (55%) and unpublished data (30%). There is limited evidence to show whether grey trials are of poorer methodological quality than published trials. AUTHORS'
conclusionsThis review shows that published trials tend to be larger and show an overall greater treatment effect than grey trials. This has important implications for reviewers who need to ensure they identify grey trials, in order to minimise the risk of introducing bias into their review.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.